perf[array]: outline the array parts data from the DynArray by joseph-isaacs · Pull Request #7750 · vortex-data/vortex

joseph-isaacs · 2026-05-01T14:09:05Z

Change the internals of ArrayRef to allow access to common fields without dyn dispatch.

+ pub struct ArrayRef(Arc<ArrayInner<dyn DynArrayData>>);
- pub struct ArrayRef(Arc<dyn DynArray>);

pub(crate) struct ArrayInner<D: ?Sized> {
    pub(crate) len: usize,
    pub(crate) encoding_id: ArrayId,
    pub(crate) dtype: DType,
    pub(crate) slots: Vec<Option<ArrayRef>>,
    pub(crate) stats: ArrayStats,
    pub(crate) data: D, // must be last for unsized coercion
}

Applied the following renames:

ArrayInner -> ArrayData
<V as VTable>::ArrayData -> <V as VTable>::TypedArrayData
DynArray -> DynArrayData

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

Signed-off-by: Joe Isaacs <joe.isaacs@live.co.uk> # Conflicts: # vortex-array/src/array/erased.rs

github-actions · 2026-05-01T14:12:04Z

Benchmarks: Random Access

Vortex (geomean): 0.977x ➖
Parquet (geomean): 1.018x ➖

unknown / unknown (1.006x ➖, 2↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk	2138874	2201627	0.97
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer	1510180	1471153	1.03
random-access/feature-vectors/correlated/parquet-tokio-local-disk	8368293370	8366468950	1.00
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	8320122859	8338957244	1.00
random-access/feature-vectors/correlated/vortex-tokio-local-disk	7454264	7839563	0.95
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer	7082807	7252897	0.98
random-access/feature-vectors/uniform/lance-tokio-local-disk	5884021	5737865	1.03
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer	6681698	6522869	1.02
random-access/feature-vectors/uniform/parquet-tokio-local-disk	8350732629	8246749502	1.01
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer	8300445044	8197881469	1.01
random-access/feature-vectors/uniform/vortex-tokio-local-disk	12834210	13194765	0.97
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer	12688483	13158730	0.96
random-access/lance-tokio-local-disk	781925	780190	1.00
random-access/lance-tokio-local-disk-footer	1364876	1361448	1.00
random-access/nested-lists/correlated/lance-tokio-local-disk	254218	246293	1.03
random-access/nested-lists/correlated/lance-tokio-local-disk-footer	653806	622221	1.05
random-access/nested-lists/correlated/parquet-tokio-local-disk	130364299	127602942	1.02
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	131010926	127333250	1.03
random-access/nested-lists/correlated/vortex-tokio-local-disk	586027	576617	1.02
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer	629558	596028	1.06
random-access/nested-lists/uniform/lance-tokio-local-disk	1134570	1108734	1.02
random-access/nested-lists/uniform/lance-tokio-local-disk-footer	1551945	1477262	1.05
random-access/nested-lists/uniform/parquet-tokio-local-disk	131474018	127477057	1.03
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	130941250	127386280	1.03
random-access/nested-lists/uniform/vortex-tokio-local-disk	2146727	2093679	1.03
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer	2134388	2094718	1.02
random-access/nested-structs/correlated/lance-tokio-local-disk	413894	394616	1.05
random-access/nested-structs/correlated/lance-tokio-local-disk-footer	620211	593847	1.04
random-access/nested-structs/correlated/parquet-tokio-local-disk	21675852	21322043	1.02
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer	21918566	21343909	1.03
random-access/nested-structs/correlated/vortex-tokio-local-disk	778470	776476	1.00
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer	709706	734252	0.97
random-access/nested-structs/uniform/lance-tokio-local-disk	2812073	2741746	1.03
random-access/nested-structs/uniform/lance-tokio-local-disk-footer	3001462	2950674	1.02
random-access/nested-structs/uniform/parquet-tokio-local-disk	22434597	21269327	1.05
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer	22127060	21203565	1.04
random-access/nested-structs/uniform/vortex-tokio-local-disk	1660816	1592397	1.04
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer	1665616	1554565	1.07
random-access/parquet-tokio-local-disk	169100436	164794018	1.03
random-access/parquet-tokio-local-disk-footer	167926260	165707096	1.01
random-access/taxi/correlated/lance-tokio-local-disk	974100	963992	1.01
random-access/taxi/correlated/lance-tokio-local-disk-footer	1649373	1590756	1.04
random-access/taxi/correlated/parquet-tokio-local-disk	252054067	252781862	1.00
random-access/taxi/correlated/parquet-tokio-local-disk-footer	251423488	251590793	1.00
random-access/taxi/correlated/vortex-tokio-local-disk 🚀	1586671	1852357	0.86
random-access/taxi/correlated/vortex-tokio-local-disk-footer	1732625	1841305	0.94
random-access/taxi/uniform/lance-tokio-local-disk	9659797	9415402	1.03
random-access/taxi/uniform/lance-tokio-local-disk-footer	10260506	10151258	1.01
random-access/taxi/uniform/parquet-tokio-local-disk	265880392	263571240	1.01
random-access/taxi/uniform/parquet-tokio-local-disk-footer	265907806	264154231	1.01
random-access/taxi/uniform/vortex-tokio-local-disk	4511029	4624864	0.98
random-access/taxi/uniform/vortex-tokio-local-disk-footer	4473800	4606158	0.97
random-access/vortex-tokio-local-disk	1171208	1290872	0.91
random-access/vortex-tokio-local-disk-footer 🚀	1191689	1326956	0.90

github-actions · 2026-05-01T14:12:06Z

Benchmarks: Compression

Vortex (geomean): 1.017x ➖
Parquet (geomean): 1.029x ➖

unknown / unknown (1.039x ➖, 2↑ 21↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
compress time/Arade	1204412549	1142528953	1.05
compress time/Bimbo	7166645324	6821495731	1.05
compress time/CMSprovider	3005206976	2837659527	1.06
compress time/Euro2016	461779903	430323086	1.07
compress time/Food	402802479	384890746	1.05
compress time/HashTags	841985046	832645156	1.01
compress time/TPC-H l_comment canonical	1368765135	1274610453	1.07
compress time/TPC-H l_comment chunked	1385611730	1279809568	1.08
compress time/taxi	741781144	705231305	1.05
compress time/wide table cols=100 chunks=1 rows=1000	11876466	12076417	0.98
compress time/wide table cols=100 chunks=50 rows=1000	12114111	11755154	1.03
compress time/wide table cols=1000 chunks=1 rows=1000	130173681	125266851	1.04
compress time/wide table cols=1000 chunks=50 rows=1000	130432588	130422207	1.00
compress time/wide table cols=10000 chunks=1 rows=1000	1505164431	1436245715	1.05
compress time/wide table cols=10000 chunks=50 rows=1000	1497933431	1419196284	1.06
decompress time/Arade 🚨	29133598	25474156	1.14
decompress time/Bimbo 🚨	89170992	77020915	1.16
decompress time/CMSprovider 🚨	96816492	72217628	1.34
decompress time/Euro2016	19543806	18582833	1.05
decompress time/Food 🚨	9068475	7598072	1.19
decompress time/HashTags	73395332	68440717	1.07
decompress time/TPC-H l_comment canonical 🚨	43536301	39418029	1.10
decompress time/TPC-H l_comment chunked 🚨	44225988	39522092	1.12
decompress time/taxi 🚨	16748404	14649360	1.14
decompress time/wide table cols=100 chunks=1 rows=1000	2616574	2436589	1.07
decompress time/wide table cols=100 chunks=50 rows=1000 🚨	2807005	2478227	1.13
decompress time/wide table cols=1000 chunks=1 rows=1000	24974605	22775027	1.10
decompress time/wide table cols=1000 chunks=50 rows=1000 🚨	25846953	22847832	1.13
decompress time/wide table cols=10000 chunks=1 rows=1000 🚨	289949516	244929126	1.18
decompress time/wide table cols=10000 chunks=50 rows=1000 🚨	291020964	246418627	1.18
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	2683762969	2567810601	1.05
parquet_rs-zstd compress time/Bimbo	12771856092	12352703876	1.03
parquet_rs-zstd compress time/CMSprovider	7189159830	6791354737	1.06
parquet_rs-zstd compress time/Euro2016	1363057270	1304986698	1.04
parquet_rs-zstd compress time/Food	811762019	781615947	1.04
parquet_rs-zstd compress time/HashTags	2306606992	2103455012	1.10
parquet_rs-zstd compress time/TPC-H l_comment canonical	3255053875	3124671994	1.04
parquet_rs-zstd compress time/TPC-H l_comment chunked	3256728453	3125208807	1.04
parquet_rs-zstd compress time/taxi	1253098423	1192069755	1.05
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000 🚨	7029923	6093841	1.15
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000 🚨	7198867	6030200	1.19
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000	80228760	73161754	1.10
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000	80025649	74078278	1.08
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000	828637886	798370854	1.04
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000	809343115	814924826	0.99
parquet_rs-zstd decompress time/Arade	626404666	613187942	1.02
parquet_rs-zstd decompress time/Bimbo	1698299468	1695816283	1.00
parquet_rs-zstd decompress time/CMSprovider	1764934590	1682181383	1.05
parquet_rs-zstd decompress time/Euro2016	382517081	375036132	1.02
parquet_rs-zstd decompress time/Food	202565626	195836766	1.03
parquet_rs-zstd decompress time/HashTags 🚨	683344243	614732477	1.11
parquet_rs-zstd decompress time/TPC-H l_comment canonical	594441783	584551328	1.02
parquet_rs-zstd decompress time/TPC-H l_comment chunked	595589231	585303407	1.02
parquet_rs-zstd decompress time/taxi	246915900	245777316	1.00
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000	2970064	2799348	1.06
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000	2996870	2780684	1.08
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000	34485582	31901518	1.08
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000	35164001	33130462	1.06
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000	359516416	344577984	1.04
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000	355507674	344143494	1.03
vortex-file-compressed size/Arade	145363796	145363796	1.00
vortex-file-compressed size/Bimbo	468763332	468763332	1.00
vortex-file-compressed size/CMSprovider	417907812	417907812	1.00
vortex-file-compressed size/Euro2016	163394324	163395292	1.00
vortex-file-compressed size/Food	41926936	41926936	1.00
vortex-file-compressed size/HashTags	195647828	195647828	1.00
vortex-file-compressed size/TPC-H l_comment canonical	179087360	179087360	1.00
vortex-file-compressed size/TPC-H l_comment chunked	179087360	179087360	1.00
vortex-file-compressed size/taxi	52363948	52363948	1.00
vortex-file-compressed size/wide table cols=100 chunks=1 rows=1000	930848	930848	1.00
vortex-file-compressed size/wide table cols=100 chunks=50 rows=1000	930848	930848	1.00
vortex-file-compressed size/wide table cols=1000 chunks=1 rows=1000	9293648	9293648	1.00
vortex-file-compressed size/wide table cols=1000 chunks=50 rows=1000	9293648	9293648	1.00
vortex-file-compressed size/wide table cols=10000 chunks=1 rows=1000	92957648	92957648	1.00
vortex-file-compressed size/wide table cols=10000 chunks=50 rows=1000	92957648	92957648	1.00
vortex:parquet-zstd ratio compress time/Arade	0	0	1.01
vortex:parquet-zstd ratio compress time/Bimbo	0	0	1.02
vortex:parquet-zstd ratio compress time/CMSprovider	0	0	1.00
vortex:parquet-zstd ratio compress time/Euro2016	0	0	1.03
vortex:parquet-zstd ratio compress time/Food	0	0	1.01
vortex:parquet-zstd ratio compress time/HashTags	0	0	0.92
vortex:parquet-zstd ratio compress time/TPC-H l_comment canonical	0	0	1.03
vortex:parquet-zstd ratio compress time/TPC-H l_comment chunked	0	0	1.04
vortex:parquet-zstd ratio compress time/taxi	0	0	1.00
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000 🚀	1	1	0.85
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=50 rows=1000 🚀	1	1	0.86
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000	1	1	0.95
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000	1	1	0.93
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000	1	1	1.01
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=50 rows=1000	1	1	1.06
vortex:parquet-zstd ratio decompress time/Arade 🚨	0	0	1.12
vortex:parquet-zstd ratio decompress time/Bimbo 🚨	0	0	1.16
vortex:parquet-zstd ratio decompress time/CMSprovider 🚨	0	0	1.28
vortex:parquet-zstd ratio decompress time/Euro2016	0	0	1.03
vortex:parquet-zstd ratio decompress time/Food 🚨	0	0	1.15
vortex:parquet-zstd ratio decompress time/HashTags	0	0	0.96
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0	0	1.09
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked	0	0	1.10
vortex:parquet-zstd ratio decompress time/taxi 🚨	0	0	1.14
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000	0	0	1.01
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000	0	0	1.05
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	1.07
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000 🚨	0	0	1.13
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000 🚨	0	0	1.14
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

github-actions · 2026-05-01T14:12:08Z

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +2.0%
Vortex (geomean): 0.994x ➖
Parquet (geomean): 0.975x ➖
Shifts: Parquet (control) -2.5% · Median polish -0.6%

datafusion / vortex-file-compressed (1.002x ➖, 0↑ 1↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	725606790	870351985	0.83
tpch_q02/datafusion:vortex-file-compressed	1047726244	1137695987	0.92
tpch_q03/datafusion:vortex-file-compressed	856887863	1111018849	0.77
tpch_q04/datafusion:vortex-file-compressed	675515230	767753349	0.88
tpch_q05/datafusion:vortex-file-compressed	1141301362	1044050114	1.09
tpch_q06/datafusion:vortex-file-compressed	723974142	681812032	1.06
tpch_q07/datafusion:vortex-file-compressed	1142964604	1334880536	0.86
tpch_q08/datafusion:vortex-file-compressed	1486096062	1193823669	1.24
tpch_q09/datafusion:vortex-file-compressed	1329846108	1305372609	1.02
tpch_q10/datafusion:vortex-file-compressed	1024884592	1132811669	0.90
tpch_q11/datafusion:vortex-file-compressed	634586292	510971744	1.24
tpch_q12/datafusion:vortex-file-compressed	1074691457	1125347018	0.95
tpch_q13/datafusion:vortex-file-compressed	465269742	458612711	1.01
tpch_q14/datafusion:vortex-file-compressed	735389312	682120962	1.08
tpch_q15/datafusion:vortex-file-compressed	1262840797	1200098983	1.05
tpch_q16/datafusion:vortex-file-compressed	369837481	405095183	0.91
tpch_q17/datafusion:vortex-file-compressed	1196683799	1166586089	1.03
tpch_q18/datafusion:vortex-file-compressed	1278424210	1173545843	1.09
tpch_q19/datafusion:vortex-file-compressed	802448284	925836333	0.87
tpch_q20/datafusion:vortex-file-compressed	1020053694	1161917525	0.88
tpch_q21/datafusion:vortex-file-compressed	1818769069	1625857825	1.12
tpch_q22/datafusion:vortex-file-compressed 🚨	592228361	397897781	1.49

datafusion / vortex-compact (1.044x ➖, 0↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	674722535	681272619	0.99
tpch_q02/datafusion:vortex-compact	830281954	705289468	1.18
tpch_q03/datafusion:vortex-compact	829467892	976064333	0.85
tpch_q04/datafusion:vortex-compact	649514280	602699106	1.08
tpch_q05/datafusion:vortex-compact	1120820346	948523777	1.18
tpch_q06/datafusion:vortex-compact	688176713	627218383	1.10
tpch_q07/datafusion:vortex-compact	993568513	945091946	1.05
tpch_q08/datafusion:vortex-compact	1096369154	1032216601	1.06
tpch_q09/datafusion:vortex-compact	1213399797	1117787754	1.09
tpch_q10/datafusion:vortex-compact	920761585	895125337	1.03
tpch_q11/datafusion:vortex-compact	512511632	405208551	1.26
tpch_q12/datafusion:vortex-compact	922993794	775059493	1.19
tpch_q13/datafusion:vortex-compact	429178249	423262363	1.01
tpch_q14/datafusion:vortex-compact	852210775	668350456	1.28
tpch_q15/datafusion:vortex-compact	1278032681	1478543143	0.86
tpch_q16/datafusion:vortex-compact	354934250	346998754	1.02
tpch_q17/datafusion:vortex-compact	1342545794	1150584165	1.17
tpch_q18/datafusion:vortex-compact	1096062940	1115401920	0.98
tpch_q19/datafusion:vortex-compact	861417595	893876250	0.96
tpch_q20/datafusion:vortex-compact	1146897955	1130252659	1.01
tpch_q21/datafusion:vortex-compact	1834861739	1761871484	1.04
tpch_q22/datafusion:vortex-compact	428135219	575399588	0.74

datafusion / parquet (0.984x ➖, 0↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	1016606590	920645865	1.10
tpch_q02/datafusion:parquet	1513095027	1204575297	1.26
tpch_q03/datafusion:parquet	1034739083	1121521694	0.92
tpch_q04/datafusion:parquet	498930593	515202184	0.97
tpch_q05/datafusion:parquet	1381789527	1210751180	1.14
tpch_q06/datafusion:parquet	639258212	561225199	1.14
tpch_q07/datafusion:parquet	1575698298	1463527526	1.08
tpch_q08/datafusion:parquet	1887515803	1628022334	1.16
tpch_q09/datafusion:parquet	2328851359	1813227305	1.28
tpch_q10/datafusion:parquet	2135856450	2202224452	0.97
tpch_q11/datafusion:parquet	609931894	572700551	1.07
tpch_q12/datafusion:parquet	710205531	879622662	0.81
tpch_q13/datafusion:parquet	717012684	1003402089	0.71
tpch_q14/datafusion:parquet	806758686	903289571	0.89
tpch_q15/datafusion:parquet	1258485776	1441802953	0.87
tpch_q16/datafusion:parquet	504052490	593591176	0.85
tpch_q17/datafusion:parquet	1386744368	1340143277	1.03
tpch_q18/datafusion:parquet	1730848285	1662230218	1.04
tpch_q19/datafusion:parquet	887318050	1124104951	0.79
tpch_q20/datafusion:parquet	1086940025	1182587927	0.92
tpch_q21/datafusion:parquet	1804641689	1748685699	1.03
tpch_q22/datafusion:parquet	811777715	948172232	0.86

duckdb / vortex-file-compressed (0.954x ➖, 0↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	623922673	676021506	0.92
tpch_q02/duckdb:vortex-file-compressed	1287467008	1191394235	1.08
tpch_q03/duckdb:vortex-file-compressed	937712124	1053123735	0.89
tpch_q04/duckdb:vortex-file-compressed	692662990	601662889	1.15
tpch_q05/duckdb:vortex-file-compressed	1191500152	1145678043	1.04
tpch_q06/duckdb:vortex-file-compressed	773082925	821923419	0.94
tpch_q07/duckdb:vortex-file-compressed	1219989685	1300031640	0.94
tpch_q08/duckdb:vortex-file-compressed	1393778128	1649917217	0.84
tpch_q09/duckdb:vortex-file-compressed	1387052870	1590733646	0.87
tpch_q10/duckdb:vortex-file-compressed	1057665764	1241697439	0.85
tpch_q11/duckdb:vortex-file-compressed	653545008	698388008	0.94
tpch_q12/duckdb:vortex-file-compressed	710443017	826649354	0.86
tpch_q13/duckdb:vortex-file-compressed	984066976	970153355	1.01
tpch_q14/duckdb:vortex-file-compressed	842763647	880644291	0.96
tpch_q15/duckdb:vortex-file-compressed	537600966	541304830	0.99
tpch_q16/duckdb:vortex-file-compressed	569115101	506822550	1.12
tpch_q17/duckdb:vortex-file-compressed	937420184	946926836	0.99
tpch_q18/duckdb:vortex-file-compressed	908029470	936772509	0.97
tpch_q19/duckdb:vortex-file-compressed	741653365	965481407	0.77
tpch_q20/duckdb:vortex-file-compressed	1153569066	1390846464	0.83
tpch_q21/duckdb:vortex-file-compressed	2010546050	2055517147	0.98
tpch_q22/duckdb:vortex-file-compressed	737933369	637279995	1.16

duckdb / vortex-compact (0.979x ➖, 0↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	593283950	612902705	0.97
tpch_q02/duckdb:vortex-compact	1089213845	1055762440	1.03
tpch_q03/duckdb:vortex-compact	878003097	848086598	1.04
tpch_q04/duckdb:vortex-compact	554034110	567039242	0.98
tpch_q05/duckdb:vortex-compact	1037648354	1013814641	1.02
tpch_q06/duckdb:vortex-compact	701792190	757310998	0.93
tpch_q07/duckdb:vortex-compact	1033957015	1088049529	0.95
tpch_q08/duckdb:vortex-compact	1320795293	1375631690	0.96
tpch_q09/duckdb:vortex-compact	1357846034	1331364855	1.02
tpch_q10/duckdb:vortex-compact	1077706273	1039198139	1.04
tpch_q11/duckdb:vortex-compact	610676188	721795121	0.85
tpch_q12/duckdb:vortex-compact	708741361	676353224	1.05
tpch_q13/duckdb:vortex-compact	879545028	860474908	1.02
tpch_q14/duckdb:vortex-compact	829927616	838655869	0.99
tpch_q15/duckdb:vortex-compact	512075010	537266097	0.95
tpch_q16/duckdb:vortex-compact	430352605	503988770	0.85
tpch_q17/duckdb:vortex-compact	891003029	849540073	1.05
tpch_q18/duckdb:vortex-compact	747569911	692148491	1.08
tpch_q19/duckdb:vortex-compact	705079120	745937297	0.95
tpch_q20/duckdb:vortex-compact	1202427025	1165411000	1.03
tpch_q21/duckdb:vortex-compact	1705334532	1791238225	0.95
tpch_q22/duckdb:vortex-compact	643885722	726798949	0.89

duckdb / parquet (0.966x ➖, 0↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	969177060	921439942	1.05
tpch_q02/duckdb:parquet	1296490463	1689699549	0.77
tpch_q03/duckdb:parquet	1790413495	1723028650	1.04
tpch_q04/duckdb:parquet	1063239450	1051408299	1.01
tpch_q05/duckdb:parquet	1948284581	2027280066	0.96
tpch_q06/duckdb:parquet	917809620	852186882	1.08
tpch_q07/duckdb:parquet	1884340672	1818974937	1.04
tpch_q08/duckdb:parquet	2452782676	2557063658	0.96
tpch_q09/duckdb:parquet	2542254412	2613755266	0.97
tpch_q10/duckdb:parquet	3117441908	3286108919	0.95
tpch_q11/duckdb:parquet	916579794	1093496926	0.84
tpch_q12/duckdb:parquet	1197911595	1152563760	1.04
tpch_q13/duckdb:parquet	1394243780	1286173232	1.08
tpch_q14/duckdb:parquet	1367498559	1337312397	1.02
tpch_q15/duckdb:parquet	911700188	980785733	0.93
tpch_q16/duckdb:parquet	814785506	906751521	0.90
tpch_q17/duckdb:parquet	1287371448	1294527465	0.99
tpch_q18/duckdb:parquet	1404980056	1523931439	0.92
tpch_q19/duckdb:parquet	1472258329	1496612037	0.98
tpch_q20/duckdb:parquet	1872393914	2078653816	0.90
tpch_q21/duckdb:parquet	2040020856	1883981093	1.08
tpch_q22/duckdb:parquet	958982266	1172443443	0.82

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-1.0%	+7.8%	-8.1%	+38.7%	➖ noise
1	datafusion:vortex-file-compressed	-16.6%	+7.8%	-22.6%	+52.1%	➖ noise
1	duckdb:vortex-compact	-3.2%	+7.8%	-10.2%	+109.1%	➖ noise
1	duckdb:vortex-file-compressed	-7.7%	+7.8%	-14.4%	+39.5%	➖ noise
2	datafusion:vortex-compact	+17.7%	-1.8%	+19.9%	+42.3%	➖ noise
2	datafusion:vortex-file-compressed	-7.9%	-1.8%	-6.2%	+45.6%	➖ noise
2	duckdb:vortex-compact	+3.2%	-1.8%	+5.1%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	+8.1%	-1.8%	+10.1%	+30.9%	➖ noise
3	datafusion:vortex-compact	-15.0%	-2.1%	-13.2%	+42.4%	➖ noise
3	datafusion:vortex-file-compressed	-22.9%	-2.1%	-21.2%	+51.6%	➖ noise
3	duckdb:vortex-compact	+3.5%	-2.1%	+5.7%	+36.9%	➖ noise
3	duckdb:vortex-file-compressed	-11.0%	-2.1%	-9.1%	+39.8%	➖ noise
4	datafusion:vortex-compact	+7.8%	-1.0%	+8.9%	+31.5%	➖ noise
4	datafusion:vortex-file-compressed	-12.0%	-1.0%	-11.1%	+30.0%	➖ noise
4	duckdb:vortex-compact	-2.3%	-1.0%	-1.3%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+15.1%	-1.0%	+16.3%	+30.0%	➖ noise
5	datafusion:vortex-compact	+18.2%	+4.7%	+12.8%	+41.8%	➖ noise
5	datafusion:vortex-file-compressed	+9.3%	+4.7%	+4.4%	+34.3%	➖ noise
5	duckdb:vortex-compact	+2.4%	+4.7%	-2.3%	+33.7%	➖ noise
5	duckdb:vortex-file-compressed	+4.0%	+4.7%	-0.7%	+34.3%	➖ noise
6	datafusion:vortex-compact	+9.7%	+10.8%	-0.9%	+49.5%	➖ noise
6	datafusion:vortex-file-compressed	+6.2%	+10.8%	-4.1%	+40.1%	➖ noise
6	duckdb:vortex-compact	-7.3%	+10.8%	-16.3%	+39.3%	➖ noise
6	duckdb:vortex-file-compressed	-5.9%	+10.8%	-15.1%	+37.5%	➖ noise
7	datafusion:vortex-compact	+5.1%	+5.6%	-0.5%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-14.4%	+5.6%	-18.9%	+30.0%	➖ noise
7	duckdb:vortex-compact	-5.0%	+5.6%	-10.0%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	-6.2%	+5.6%	-11.1%	+30.0%	➖ noise
8	datafusion:vortex-compact	+6.2%	+5.5%	+0.7%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+24.5%	+5.5%	+18.0%	+30.0%	➖ noise
8	duckdb:vortex-compact	-4.0%	+5.5%	-9.0%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-15.5%	+5.5%	-19.9%	+30.0%	➖ noise
9	datafusion:vortex-compact	+8.6%	+11.8%	-2.9%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	+1.9%	+11.8%	-8.9%	+30.0%	➖ noise
9	duckdb:vortex-compact	+2.0%	+11.8%	-8.8%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	-12.8%	+11.8%	-22.0%	+30.0%	➖ noise
10	datafusion:vortex-compact	+2.9%	-4.1%	+7.2%	+30.0%	➖ noise
10	datafusion:vortex-file-compressed	-9.5%	-4.1%	-5.7%	+41.3%	➖ noise
10	duckdb:vortex-compact	+3.7%	-4.1%	+8.1%	+73.2%	➖ noise
10	duckdb:vortex-file-compressed	-14.8%	-4.1%	-11.2%	+31.0%	➖ noise
11	datafusion:vortex-compact	+26.5%	-5.5%	+33.9%	+30.0%	🚨 regression
11	datafusion:vortex-file-compressed	+24.2%	-5.5%	+31.4%	+30.0%	🚨 regression
11	duckdb:vortex-compact	-15.4%	-5.5%	-10.5%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	-6.4%	-5.5%	-1.0%	+30.0%	➖ noise
12	datafusion:vortex-compact	+19.1%	-8.4%	+30.0%	+30.0%	➖ noise
12	datafusion:vortex-file-compressed	-4.5%	-8.4%	+4.2%	+30.0%	➖ noise
12	duckdb:vortex-compact	+4.8%	-8.4%	+14.4%	+30.0%	➖ noise
12	duckdb:vortex-file-compressed	-14.1%	-8.4%	-6.2%	+30.0%	➖ noise
13	datafusion:vortex-compact	+1.4%	-12.0%	+15.2%	+30.0%	➖ noise
13	datafusion:vortex-file-compressed	+1.5%	-12.0%	+15.3%	+30.0%	➖ noise
13	duckdb:vortex-compact	+2.2%	-12.0%	+16.1%	+38.8%	➖ noise
13	duckdb:vortex-file-compressed	+1.4%	-12.0%	+15.2%	+41.9%	➖ noise
14	datafusion:vortex-compact	+27.5%	-4.4%	+33.4%	+33.8%	➖ noise
14	datafusion:vortex-file-compressed	+7.8%	-4.4%	+12.8%	+30.0%	➖ noise
14	duckdb:vortex-compact	-1.0%	-4.4%	+3.6%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	-4.3%	-4.4%	+0.1%	+30.0%	➖ noise
15	datafusion:vortex-compact	-13.6%	-9.9%	-4.0%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	+5.2%	-9.9%	+16.8%	+30.0%	➖ noise
15	duckdb:vortex-compact	-4.7%	-9.9%	+5.8%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	-0.7%	-9.9%	+10.3%	+30.0%	➖ noise
16	datafusion:vortex-compact	+2.3%	-12.6%	+17.1%	+30.0%	➖ noise
16	datafusion:vortex-file-compressed	-8.7%	-12.6%	+4.5%	+32.8%	➖ noise
16	duckdb:vortex-compact	-14.6%	-12.6%	-2.2%	+30.0%	➖ noise
16	duckdb:vortex-file-compressed	+12.3%	-12.6%	+28.6%	+30.0%	➖ noise
17	datafusion:vortex-compact	+16.7%	+1.4%	+15.0%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	+2.6%	+1.4%	+1.1%	+30.0%	➖ noise
17	duckdb:vortex-compact	+4.9%	+1.4%	+3.4%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	-1.0%	+1.4%	-2.4%	+30.0%	➖ noise
18	datafusion:vortex-compact	-1.7%	-2.0%	+0.3%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	+8.9%	-2.0%	+11.2%	+30.0%	➖ noise
18	duckdb:vortex-compact	+8.0%	-2.0%	+10.2%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	-3.1%	-2.0%	-1.1%	+30.0%	➖ noise
19	datafusion:vortex-compact	-3.6%	-11.9%	+9.4%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	-13.3%	-11.9%	-1.6%	+30.0%	➖ noise
19	duckdb:vortex-compact	-5.5%	-11.9%	+7.3%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	-23.2%	-11.9%	-12.8%	+30.0%	➖ noise
20	datafusion:vortex-compact	+1.5%	-9.0%	+11.5%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	-12.2%	-9.0%	-3.5%	+30.0%	➖ noise
20	duckdb:vortex-compact	+3.2%	-9.0%	+13.4%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	-17.1%	-9.0%	-8.8%	+30.0%	➖ noise
21	datafusion:vortex-compact	+4.1%	+5.7%	-1.5%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	+11.9%	+5.7%	+5.8%	+30.0%	➖ noise
21	duckdb:vortex-compact	-4.8%	+5.7%	-9.9%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	-2.2%	+5.7%	-7.5%	+30.0%	➖ noise
22	datafusion:vortex-compact	-25.6%	-16.3%	-11.1%	+51.6%	➖ noise
22	datafusion:vortex-file-compressed	+48.8%	-16.3%	+77.9%	+48.3%	🚨 regression
22	duckdb:vortex-compact	-11.4%	-16.3%	+5.9%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	+15.8%	-16.3%	+38.4%	+35.2%	🚨 regression

github-actions · 2026-05-01T14:12:08Z

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -2.3%
Vortex (geomean): 0.983x ➖
Parquet (geomean): 1.006x ➖
Shifts: Parquet (control) +0.6% · Median polish +1.6%

datafusion / vortex-file-compressed (0.884x ➖, 2↑ 1↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	322296747	320831650	1.00
tpch_q02/datafusion:vortex-file-compressed	454595199	588343073	0.77
tpch_q03/datafusion:vortex-file-compressed	418023216	543349651	0.77
tpch_q04/datafusion:vortex-file-compressed	259204912	354830404	0.73
tpch_q05/datafusion:vortex-file-compressed 🚀	457985978	714820926	0.64
tpch_q06/datafusion:vortex-file-compressed	352862962	409999275	0.86
tpch_q07/datafusion:vortex-file-compressed	470026463	539826397	0.87
tpch_q08/datafusion:vortex-file-compressed	600994891	809323471	0.74
tpch_q09/datafusion:vortex-file-compressed 🚀	452820245	831520212	0.54
tpch_q10/datafusion:vortex-file-compressed	548056502	747429412	0.73
tpch_q11/datafusion:vortex-file-compressed	407542517	410496229	0.99
tpch_q12/datafusion:vortex-file-compressed	557008539	614161366	0.91
tpch_q13/datafusion:vortex-file-compressed	214752380	168202417	1.28
tpch_q14/datafusion:vortex-file-compressed	338532014	337456325	1.00
tpch_q15/datafusion:vortex-file-compressed	592638035	672987979	0.88
tpch_q16/datafusion:vortex-file-compressed	213957888	217086200	0.99
tpch_q17/datafusion:vortex-file-compressed	397316252	463839737	0.86
tpch_q18/datafusion:vortex-file-compressed	328819620	335457516	0.98
tpch_q19/datafusion:vortex-file-compressed	512742357	452187470	1.13
tpch_q20/datafusion:vortex-file-compressed	495947534	666750200	0.74
tpch_q21/datafusion:vortex-file-compressed	724116139	658706968	1.10
tpch_q22/datafusion:vortex-file-compressed 🚨	156523099	113774337	1.38

datafusion / vortex-compact (1.013x ➖, 1↑ 1↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	345149273	371463516	0.93
tpch_q02/datafusion:vortex-compact	459318546	470090461	0.98
tpch_q03/datafusion:vortex-compact	387848487	491184087	0.79
tpch_q04/datafusion:vortex-compact	261107666	236417701	1.10
tpch_q05/datafusion:vortex-compact	414346708	483719279	0.86
tpch_q06/datafusion:vortex-compact 🚀	361451254	517774914	0.70
tpch_q07/datafusion:vortex-compact	518362808	454862020	1.14
tpch_q08/datafusion:vortex-compact	605486497	569292432	1.06
tpch_q09/datafusion:vortex-compact	493616491	434999806	1.13
tpch_q10/datafusion:vortex-compact	589992712	510948146	1.15
tpch_q11/datafusion:vortex-compact	375974442	307273291	1.22
tpch_q12/datafusion:vortex-compact	530140993	497263727	1.07
tpch_q13/datafusion:vortex-compact	156074702	131059106	1.19
tpch_q14/datafusion:vortex-compact	318951112	272331906	1.17
tpch_q15/datafusion:vortex-compact	459864294	475515355	0.97
tpch_q16/datafusion:vortex-compact	180637295	216974631	0.83
tpch_q17/datafusion:vortex-compact	376591531	371056328	1.01
tpch_q18/datafusion:vortex-compact 🚨	469293811	322995748	1.45
tpch_q19/datafusion:vortex-compact	542063610	509808349	1.06
tpch_q20/datafusion:vortex-compact	580219465	498305483	1.16
tpch_q21/datafusion:vortex-compact	601633297	730012679	0.82
tpch_q22/datafusion:vortex-compact	119095798	147443013	0.81

datafusion / parquet (1.014x ➖, 0↑ 3↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	272869508	257469592	1.06
tpch_q02/datafusion:parquet	515018214	418918802	1.23
tpch_q03/datafusion:parquet 🚨	458216545	303512328	1.51
tpch_q04/datafusion:parquet	191180530	179229865	1.07
tpch_q05/datafusion:parquet	503578157	532854640	0.95
tpch_q06/datafusion:parquet	155452439	159634765	0.97
tpch_q07/datafusion:parquet	507467690	525519502	0.97
tpch_q08/datafusion:parquet	597898127	611735393	0.98
tpch_q09/datafusion:parquet	459284022	548390727	0.84
tpch_q10/datafusion:parquet	513726372	568177276	0.90
tpch_q11/datafusion:parquet	355004315	410040308	0.87
tpch_q12/datafusion:parquet	228059284	298652819	0.76
tpch_q13/datafusion:parquet	443559669	427492287	1.04
tpch_q14/datafusion:parquet	181320782	183975253	0.99
tpch_q15/datafusion:parquet	298278701	328956906	0.91
tpch_q16/datafusion:parquet	172996550	172471800	1.00
tpch_q17/datafusion:parquet	497385396	456768941	1.09
tpch_q18/datafusion:parquet	615652859	689129401	0.89
tpch_q19/datafusion:parquet	545508426	549222772	0.99
tpch_q20/datafusion:parquet 🚨	720242294	453192063	1.59
tpch_q21/datafusion:parquet 🚨	896213967	683053248	1.31
tpch_q22/datafusion:parquet	199617428	251390177	0.79

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

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	333468071	279571621	1.19
tpch_q02/duckdb:vortex-file-compressed	1008485466	960868692	1.05
tpch_q03/duckdb:vortex-file-compressed	662075807	737228854	0.90
tpch_q04/duckdb:vortex-file-compressed	424274798	401359617	1.06
tpch_q05/duckdb:vortex-file-compressed	1047287303	917525477	1.14
tpch_q06/duckdb:vortex-file-compressed	453863248	522582683	0.87
tpch_q07/duckdb:vortex-file-compressed	924342656	887989096	1.04
tpch_q08/duckdb:vortex-file-compressed	1081623794	1039591942	1.04
tpch_q09/duckdb:vortex-file-compressed	871538758	892685248	0.98
tpch_q10/duckdb:vortex-file-compressed	797164928	840443013	0.95
tpch_q11/duckdb:vortex-file-compressed	543461349	545763130	1.00
tpch_q12/duckdb:vortex-file-compressed	523188739	517430478	1.01
tpch_q13/duckdb:vortex-file-compressed	571503810	513817085	1.11
tpch_q14/duckdb:vortex-file-compressed	520515976	530004110	0.98
tpch_q15/duckdb:vortex-file-compressed	275148238	288611908	0.95
tpch_q16/duckdb:vortex-file-compressed	405889032	395231564	1.03
tpch_q17/duckdb:vortex-file-compressed	762718262	787748721	0.97
tpch_q18/duckdb:vortex-file-compressed	605938347	651653817	0.93
tpch_q19/duckdb:vortex-file-compressed	533699124	477606688	1.12
tpch_q20/duckdb:vortex-file-compressed	833797927	866046510	0.96
tpch_q21/duckdb:vortex-file-compressed	1141991541	1205025267	0.95
tpch_q22/duckdb:vortex-file-compressed	400371884	411146097	0.97

duckdb / vortex-compact (1.036x ➖, 0↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	327358304	309834728	1.06
tpch_q02/duckdb:vortex-compact	967975312	931773154	1.04
tpch_q03/duckdb:vortex-compact	705598668	685426943	1.03
tpch_q04/duckdb:vortex-compact	412012320	338059877	1.22
tpch_q05/duckdb:vortex-compact	957621587	985431508	0.97
tpch_q06/duckdb:vortex-compact	486596784	501619857	0.97
tpch_q07/duckdb:vortex-compact	1030416064	900514592	1.14
tpch_q08/duckdb:vortex-compact	1032841772	922463763	1.12
tpch_q09/duckdb:vortex-compact	1057192611	924143829	1.14
tpch_q10/duckdb:vortex-compact	761246904	917174421	0.83
tpch_q11/duckdb:vortex-compact	487570163	479395109	1.02
tpch_q12/duckdb:vortex-compact	485491716	492403581	0.99
tpch_q13/duckdb:vortex-compact	492582308	502309707	0.98
tpch_q14/duckdb:vortex-compact	535029347	500662726	1.07
tpch_q15/duckdb:vortex-compact	311672101	300433464	1.04
tpch_q16/duckdb:vortex-compact	416870516	401614014	1.04
tpch_q17/duckdb:vortex-compact	680124317	722999560	0.94
tpch_q18/duckdb:vortex-compact	495511817	507959386	0.98
tpch_q19/duckdb:vortex-compact	473001861	434914876	1.09
tpch_q20/duckdb:vortex-compact	801721972	748330043	1.07
tpch_q21/duckdb:vortex-compact	1145819347	1073480453	1.07
tpch_q22/duckdb:vortex-compact	397326502	373620530	1.06

duckdb / parquet (0.998x ➖, 0↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	429622717	544612067	0.79
tpch_q02/duckdb:parquet	1257284105	1216130575	1.03
tpch_q03/duckdb:parquet	1178209792	1148515045	1.03
tpch_q04/duckdb:parquet	628061139	652025111	0.96
tpch_q05/duckdb:parquet	1425684549	1320991954	1.08
tpch_q06/duckdb:parquet	411538157	478382159	0.86
tpch_q07/duckdb:parquet	1209769737	1209623503	1.00
tpch_q08/duckdb:parquet	1637199870	1591635532	1.03
tpch_q09/duckdb:parquet	1466636235	1401590535	1.05
tpch_q10/duckdb:parquet	1440937437	1294968329	1.11
tpch_q11/duckdb:parquet	760630891	778452319	0.98
tpch_q12/duckdb:parquet	908883339	748012622	1.22
tpch_q13/duckdb:parquet	961715732	909368446	1.06
tpch_q14/duckdb:parquet	751974460	811334151	0.93
tpch_q15/duckdb:parquet	550757451	618969967	0.89
tpch_q16/duckdb:parquet	642914944	631718168	1.02
tpch_q17/duckdb:parquet	867370243	871529767	1.00
tpch_q18/duckdb:parquet	934909778	906412456	1.03
tpch_q19/duckdb:parquet	801713119	744560964	1.08
tpch_q20/duckdb:parquet	1164264697	1161404969	1.00
tpch_q21/duckdb:parquet	1173132782	1166707944	1.01
tpch_q22/duckdb:parquet	569604301	620080635	0.92

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-7.1%	-8.6%	+1.6%	+72.0%	➖ noise
1	datafusion:vortex-file-compressed	+0.5%	-8.6%	+9.9%	+66.3%	➖ noise
1	duckdb:vortex-compact	+5.7%	-8.6%	+15.6%	+48.2%	➖ noise
1	duckdb:vortex-file-compressed	+19.3%	-8.6%	+30.5%	+45.2%	➖ noise
2	datafusion:vortex-compact	-2.3%	+12.7%	-13.3%	+38.0%	➖ noise
2	datafusion:vortex-file-compressed	-22.7%	+12.7%	-31.5%	+39.6%	✅ faster
2	duckdb:vortex-compact	+3.9%	+12.7%	-7.9%	+31.2%	➖ noise
2	duckdb:vortex-file-compressed	+5.0%	+12.7%	-6.9%	+32.2%	➖ noise
3	datafusion:vortex-compact	-21.0%	+24.4%	-36.6%	+54.4%	✅ faster
3	datafusion:vortex-file-compressed	-23.1%	+24.4%	-38.2%	+57.4%	✅ faster
3	duckdb:vortex-compact	+2.9%	+24.4%	-17.3%	+32.7%	➖ noise
3	duckdb:vortex-file-compressed	-10.2%	+24.4%	-27.8%	+47.9%	➖ noise
4	datafusion:vortex-compact	+10.4%	+1.4%	+9.0%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	-26.9%	+1.4%	-27.9%	+37.8%	✅ faster
4	duckdb:vortex-compact	+21.9%	+1.4%	+20.2%	+33.0%	➖ noise
4	duckdb:vortex-file-compressed	+5.7%	+1.4%	+4.3%	+30.0%	➖ noise
5	datafusion:vortex-compact	-14.3%	+1.0%	-15.2%	+33.3%	➖ noise
5	datafusion:vortex-file-compressed	-35.9%	+1.0%	-36.6%	+30.0%	✅ faster
5	duckdb:vortex-compact	-2.8%	+1.0%	-3.8%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+14.1%	+1.0%	+13.0%	+30.0%	➖ noise
6	datafusion:vortex-compact	-30.2%	-8.5%	-23.7%	+32.7%	➖ noise
6	datafusion:vortex-file-compressed	-13.9%	-8.5%	-6.0%	+30.0%	➖ noise
6	duckdb:vortex-compact	-3.0%	-8.5%	+6.0%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-13.1%	-8.5%	-5.1%	+30.0%	➖ noise
7	datafusion:vortex-compact	+14.0%	-1.7%	+16.0%	+34.6%	➖ noise
7	datafusion:vortex-file-compressed	-12.9%	-1.7%	-11.4%	+30.0%	➖ noise
7	duckdb:vortex-compact	+14.4%	-1.7%	+16.4%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+4.1%	-1.7%	+5.9%	+30.0%	➖ noise
8	datafusion:vortex-compact	+6.4%	+0.3%	+6.1%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	-25.7%	+0.3%	-25.9%	+30.0%	✅ faster
8	duckdb:vortex-compact	+12.0%	+0.3%	+11.7%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+4.0%	+0.3%	+3.8%	+30.0%	➖ noise
9	datafusion:vortex-compact	+13.5%	-6.4%	+21.2%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	-45.5%	-6.4%	-41.8%	+37.3%	✅ faster
9	duckdb:vortex-compact	+14.4%	-6.4%	+22.2%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	-2.4%	-6.4%	+4.3%	+30.0%	➖ noise
10	datafusion:vortex-compact	+15.5%	+0.3%	+15.1%	+30.0%	➖ noise
10	datafusion:vortex-file-compressed	-26.7%	+0.3%	-26.9%	+32.2%	✅ faster
10	duckdb:vortex-compact	-17.0%	+0.3%	-17.3%	+30.0%	➖ noise
10	duckdb:vortex-file-compressed	-5.1%	+0.3%	-5.4%	+30.0%	➖ noise
11	datafusion:vortex-compact	+22.4%	-8.0%	+33.0%	+30.0%	🚨 regression
11	datafusion:vortex-file-compressed	-0.7%	-8.0%	+7.9%	+39.6%	➖ noise
11	duckdb:vortex-compact	+1.7%	-8.0%	+10.6%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	-0.4%	-8.0%	+8.3%	+30.0%	➖ noise
12	datafusion:vortex-compact	+6.6%	-3.7%	+10.7%	+30.0%	➖ noise
12	datafusion:vortex-file-compressed	-9.3%	-3.7%	-5.8%	+30.0%	➖ noise
12	duckdb:vortex-compact	-1.4%	-3.7%	+2.4%	+30.0%	➖ noise
12	duckdb:vortex-file-compressed	+1.1%	-3.7%	+5.0%	+30.0%	➖ noise
13	datafusion:vortex-compact	+19.1%	+4.8%	+13.7%	+59.8%	➖ noise
13	datafusion:vortex-file-compressed	+27.7%	+4.8%	+21.9%	+41.2%	➖ noise
13	duckdb:vortex-compact	-1.9%	+4.8%	-6.4%	+33.6%	➖ noise
13	duckdb:vortex-file-compressed	+11.2%	+4.8%	+6.2%	+35.7%	➖ noise
14	datafusion:vortex-compact	+17.1%	-4.4%	+22.5%	+35.8%	➖ noise
14	datafusion:vortex-file-compressed	+0.3%	-4.4%	+5.0%	+31.1%	➖ noise
14	duckdb:vortex-compact	+6.9%	-4.4%	+11.8%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	-1.8%	-4.4%	+2.8%	+30.0%	➖ noise
15	datafusion:vortex-compact	-3.3%	-10.2%	+7.7%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	-11.9%	-10.2%	-2.0%	+30.0%	➖ noise
15	duckdb:vortex-compact	+3.7%	-10.2%	+15.5%	+46.0%	➖ noise
15	duckdb:vortex-file-compressed	-4.7%	-10.2%	+6.1%	+30.0%	➖ noise
16	datafusion:vortex-compact	-16.7%	+1.0%	-17.6%	+30.0%	➖ noise
16	datafusion:vortex-file-compressed	-1.4%	+1.0%	-2.5%	+30.0%	➖ noise
16	duckdb:vortex-compact	+3.8%	+1.0%	+2.7%	+30.0%	➖ noise
16	duckdb:vortex-file-compressed	+2.7%	+1.0%	+1.6%	+30.0%	➖ noise
17	datafusion:vortex-compact	+1.5%	+4.1%	-2.5%	+30.8%	➖ noise
17	datafusion:vortex-file-compressed	-14.3%	+4.1%	-17.7%	+36.1%	➖ noise
17	duckdb:vortex-compact	-5.9%	+4.1%	-9.6%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	-3.2%	+4.1%	-7.0%	+30.0%	➖ noise
18	datafusion:vortex-compact	+45.3%	-4.0%	+51.4%	+30.3%	🚨 regression
18	datafusion:vortex-file-compressed	-2.0%	-4.0%	+2.1%	+30.0%	➖ noise
18	duckdb:vortex-compact	-2.5%	-4.0%	+1.6%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	-7.0%	-4.0%	-3.1%	+33.0%	➖ noise
19	datafusion:vortex-compact	+6.3%	+3.4%	+2.8%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	+13.4%	+3.4%	+9.6%	+30.0%	➖ noise
19	duckdb:vortex-compact	+8.8%	+3.4%	+5.2%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	+11.7%	+3.4%	+8.1%	+30.0%	➖ noise
20	datafusion:vortex-compact	+16.4%	+26.2%	-7.8%	+38.6%	➖ noise
20	datafusion:vortex-file-compressed	-25.6%	+26.2%	-41.1%	+37.6%	✅ faster
20	duckdb:vortex-compact	+7.1%	+26.2%	-15.1%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	-3.7%	+26.2%	-23.7%	+30.0%	✅ faster
21	datafusion:vortex-compact	-17.6%	+14.9%	-28.2%	+30.9%	✅ faster
21	datafusion:vortex-file-compressed	+9.9%	+14.9%	-4.3%	+30.0%	➖ noise
21	duckdb:vortex-compact	+6.7%	+14.9%	-7.1%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	-5.2%	+14.9%	-17.5%	+30.0%	➖ noise
22	datafusion:vortex-compact	-19.2%	-14.6%	-5.4%	+63.0%	➖ noise
22	datafusion:vortex-file-compressed	+37.6%	-14.6%	+61.1%	+35.0%	🚨 regression
22	duckdb:vortex-compact	+6.3%	-14.6%	+24.5%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	-2.6%	-14.6%	+14.0%	+30.0%	➖ noise

github-actions · 2026-05-01T14:12:08Z

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.7%
Vortex (geomean): 0.990x ➖
Parquet (geomean): 0.999x ➖
Shifts: Parquet (control) -0.1% · Median polish -0.8%

datafusion / vortex-file-compressed (0.987x ➖, 1↑ 1↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	23861765	25553524	0.93
tpcds_q02/datafusion:vortex-file-compressed	46592089	46600987	1.00
tpcds_q03/datafusion:vortex-file-compressed	14903680	15098181	0.99
tpcds_q04/datafusion:vortex-file-compressed	247949093	256543650	0.97
tpcds_q05/datafusion:vortex-file-compressed	43102478	43040357	1.00
tpcds_q06/datafusion:vortex-file-compressed	62530956	58172077	1.07
tpcds_q07/datafusion:vortex-file-compressed	40835871	41057132	0.99
tpcds_q08/datafusion:vortex-file-compressed	28381498	28538400	0.99
tpcds_q09/datafusion:vortex-file-compressed	43693772	44376170	0.98
tpcds_q10/datafusion:vortex-file-compressed 🚨	43879998	38725105	1.13
tpcds_q11/datafusion:vortex-file-compressed	128643752	127366688	1.01
tpcds_q12/datafusion:vortex-file-compressed	19040232	19203150	0.99
tpcds_q13/datafusion:vortex-file-compressed	43171933	45782381	0.94
tpcds_q14/datafusion:vortex-file-compressed	170506331	168818048	1.01
tpcds_q15/datafusion:vortex-file-compressed	28681896	28854672	0.99
tpcds_q16/datafusion:vortex-file-compressed	29110246	29519175	0.99
tpcds_q17/datafusion:vortex-file-compressed	61528428	61711380	1.00
tpcds_q18/datafusion:vortex-file-compressed	67874014	68354912	0.99
tpcds_q19/datafusion:vortex-file-compressed	21219323	22400258	0.95
tpcds_q20/datafusion:vortex-file-compressed	21898459	21170058	1.03
tpcds_q21/datafusion:vortex-file-compressed	36717168	35962208	1.02
tpcds_q22/datafusion:vortex-file-compressed 🚀	111495363	144876703	0.77
tpcds_q23/datafusion:vortex-file-compressed	145356294	146293805	0.99
tpcds_q24/datafusion:vortex-file-compressed	81701844	84039213	0.97
tpcds_q25/datafusion:vortex-file-compressed	66037010	66058789	1.00
tpcds_q26/datafusion:vortex-file-compressed	33040167	33739083	0.98
tpcds_q27/datafusion:vortex-file-compressed	104811609	103944442	1.01
tpcds_q28/datafusion:vortex-file-compressed	40936002	43157725	0.95
tpcds_q29/datafusion:vortex-file-compressed	60654589	63591657	0.95
tpcds_q30/datafusion:vortex-file-compressed	23240212	23085442	1.01
tpcds_q31/datafusion:vortex-file-compressed	73431750	74814233	0.98
tpcds_q32/datafusion:vortex-file-compressed	20244301	20046695	1.01
tpcds_q33/datafusion:vortex-file-compressed	29344949	29210062	1.00
tpcds_q34/datafusion:vortex-file-compressed	23692560	24217061	0.98
tpcds_q35/datafusion:vortex-file-compressed	43966804	44460100	0.99
tpcds_q36/datafusion:vortex-file-compressed	56242243	56255579	1.00
tpcds_q37/datafusion:vortex-file-compressed	25157075	25034844	1.00
tpcds_q38/datafusion:vortex-file-compressed	43174759	42948221	1.01
tpcds_q39/datafusion:vortex-file-compressed	102251537	103833628	0.98
tpcds_q40/datafusion:vortex-file-compressed	33091545	32855786	1.01
tpcds_q41/datafusion:vortex-file-compressed	15536419	15164235	1.02
tpcds_q42/datafusion:vortex-file-compressed	14095758	13930621	1.01
tpcds_q43/datafusion:vortex-file-compressed	18654912	18479463	1.01
tpcds_q44/datafusion:vortex-file-compressed	30705309	32368546	0.95
tpcds_q45/datafusion:vortex-file-compressed	27110151	26503841	1.02
tpcds_q46/datafusion:vortex-file-compressed	33885567	34829133	0.97
tpcds_q47/datafusion:vortex-file-compressed	130605139	128992315	1.01
tpcds_q48/datafusion:vortex-file-compressed	37967898	40930737	0.93
tpcds_q49/datafusion:vortex-file-compressed	57347279	58452491	0.98
tpcds_q50/datafusion:vortex-file-compressed	38338496	38443409	1.00
tpcds_q51/datafusion:vortex-file-compressed	87089302	86888199	1.00
tpcds_q52/datafusion:vortex-file-compressed	14258259	13814055	1.03
tpcds_q53/datafusion:vortex-file-compressed	21011910	20808271	1.01
tpcds_q54/datafusion:vortex-file-compressed	34502183	34616837	1.00
tpcds_q55/datafusion:vortex-file-compressed	13574999	13767886	0.99
tpcds_q56/datafusion:vortex-file-compressed	29857845	29329048	1.02
tpcds_q57/datafusion:vortex-file-compressed	105750270	112126318	0.94
tpcds_q58/datafusion:vortex-file-compressed	50833040	53020880	0.96
tpcds_q59/datafusion:vortex-file-compressed	56477568	56189660	1.01
tpcds_q60/datafusion:vortex-file-compressed	28738100	29338159	0.98
tpcds_q61/datafusion:vortex-file-compressed	39584628	40324184	0.98
tpcds_q62/datafusion:vortex-file-compressed	22501183	21930120	1.03
tpcds_q63/datafusion:vortex-file-compressed	20650575	21236531	0.97
tpcds_q64/datafusion:vortex-file-compressed	407650975	410650743	0.99
tpcds_q65/datafusion:vortex-file-compressed	39717422	40143927	0.99
tpcds_q66/datafusion:vortex-file-compressed	69434741	71190402	0.98
tpcds_q67/datafusion:vortex-file-compressed	143917332	138453503	1.04
tpcds_q68/datafusion:vortex-file-compressed	31924630	32791820	0.97
tpcds_q69/datafusion:vortex-file-compressed	35612321	35628078	1.00
tpcds_q70/datafusion:vortex-file-compressed	84151090	88739581	0.95
tpcds_q71/datafusion:vortex-file-compressed	22075088	22653179	0.97
tpcds_q72/datafusion:vortex-file-compressed	2093340950	2107817350	0.99
tpcds_q73/datafusion:vortex-file-compressed	22247641	22834931	0.97
tpcds_q74/datafusion:vortex-file-compressed	76468274	79091389	0.97
tpcds_q75/datafusion:vortex-file-compressed	104810789	110320532	0.95
tpcds_q76/datafusion:vortex-file-compressed	22747893	23470418	0.97
tpcds_q77/datafusion:vortex-file-compressed	38227347	39225048	0.97
tpcds_q78/datafusion:vortex-file-compressed	121720177	124020712	0.98
tpcds_q79/datafusion:vortex-file-compressed	27658189	28762131	0.96
tpcds_q80/datafusion:vortex-file-compressed	92568646	90966721	1.02
tpcds_q81/datafusion:vortex-file-compressed	23394547	23943267	0.98
tpcds_q82/datafusion:vortex-file-compressed	25513655	26371278	0.97
tpcds_q83/datafusion:vortex-file-compressed	32183613	33607323	0.96
tpcds_q84/datafusion:vortex-file-compressed	12378370	12565169	0.99
tpcds_q85/datafusion:vortex-file-compressed	93968517	97218897	0.97
tpcds_q86/datafusion:vortex-file-compressed	15411048	15810893	0.97
tpcds_q87/datafusion:vortex-file-compressed	42962715	43416309	0.99
tpcds_q88/datafusion:vortex-file-compressed	53929826	55474677	0.97
tpcds_q89/datafusion:vortex-file-compressed	24311176	24592110	0.99
tpcds_q90/datafusion:vortex-file-compressed	15314290	14759885	1.04
tpcds_q91/datafusion:vortex-file-compressed	17986285	17713271	1.02
tpcds_q92/datafusion:vortex-file-compressed	18527834	19275472	0.96
tpcds_q93/datafusion:vortex-file-compressed	32624148	33256286	0.98
tpcds_q94/datafusion:vortex-file-compressed	23025830	25497324	0.90
tpcds_q95/datafusion:vortex-file-compressed	61832518	61294339	1.01
tpcds_q96/datafusion:vortex-file-compressed	13360539	13168891	1.01
tpcds_q97/datafusion:vortex-file-compressed	31880541	31675899	1.01
tpcds_q98/datafusion:vortex-file-compressed	24189147	24791085	0.98
tpcds_q99/datafusion:vortex-file-compressed	33070201	32293969	1.02

datafusion / vortex-compact (0.986x ➖, 2↑ 1↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	24838127	24617517	1.01
tpcds_q02/datafusion:vortex-compact	52233272	52756900	0.99
tpcds_q03/datafusion:vortex-compact	19498868	20088039	0.97
tpcds_q04/datafusion:vortex-compact	296708608	294854733	1.01
tpcds_q05/datafusion:vortex-compact	46315292	47451742	0.98
tpcds_q06/datafusion:vortex-compact	63788375	61286325	1.04
tpcds_q07/datafusion:vortex-compact	55179075	54156505	1.02
tpcds_q08/datafusion:vortex-compact	35015349	35188192	1.00
tpcds_q09/datafusion:vortex-compact	61987596	63475844	0.98
tpcds_q10/datafusion:vortex-compact	49823527	49726561	1.00
tpcds_q11/datafusion:vortex-compact	146557854	147654790	0.99
tpcds_q12/datafusion:vortex-compact 🚀	22406358	25454426	0.88
tpcds_q13/datafusion:vortex-compact	93562305	94140223	0.99
tpcds_q14/datafusion:vortex-compact	194282866	193782889	1.00
tpcds_q15/datafusion:vortex-compact	29715150	30911500	0.96
tpcds_q16/datafusion:vortex-compact	32259458	32504671	0.99
tpcds_q17/datafusion:vortex-compact	71803260	75530888	0.95
tpcds_q18/datafusion:vortex-compact	76585418	76296920	1.00
tpcds_q19/datafusion:vortex-compact	28617618	29528266	0.97
tpcds_q20/datafusion:vortex-compact	25524398	25402786	1.00
tpcds_q21/datafusion:vortex-compact	39681075	41614124	0.95
tpcds_q22/datafusion:vortex-compact	116436537	125930363	0.92
tpcds_q23/datafusion:vortex-compact	167873799	165613757	1.01
tpcds_q24/datafusion:vortex-compact	95091402	95496577	1.00
tpcds_q25/datafusion:vortex-compact	77801562	78718900	0.99
tpcds_q26/datafusion:vortex-compact	43750317	46954740	0.93
tpcds_q27/datafusion:vortex-compact	122486756	127271987	0.96
tpcds_q28/datafusion:vortex-compact	79572902	81919973	0.97
tpcds_q29/datafusion:vortex-compact	72204322	71613684	1.01
tpcds_q30/datafusion:vortex-compact	28633367	27657857	1.04
tpcds_q31/datafusion:vortex-compact	95821059	98039591	0.98
tpcds_q32/datafusion:vortex-compact	24764044	25345564	0.98
tpcds_q33/datafusion:vortex-compact	35304279	35861731	0.98
tpcds_q34/datafusion:vortex-compact	31751653	31923017	0.99
tpcds_q35/datafusion:vortex-compact	51191640	52025517	0.98
tpcds_q36/datafusion:vortex-compact	73153431	75779902	0.97
tpcds_q37/datafusion:vortex-compact	41385132	39562550	1.05
tpcds_q38/datafusion:vortex-compact	52894586	51632876	1.02
tpcds_q39/datafusion:vortex-compact	105517321	110573320	0.95
tpcds_q40/datafusion:vortex-compact	36730083	36193682	1.01
tpcds_q41/datafusion:vortex-compact	17361739	17444810	1.00
tpcds_q42/datafusion:vortex-compact	18144500	18333391	0.99
tpcds_q43/datafusion:vortex-compact	24183485	24583738	0.98
tpcds_q44/datafusion:vortex-compact	44859183	48242162	0.93
tpcds_q45/datafusion:vortex-compact	30161152	30888681	0.98
tpcds_q46/datafusion:vortex-compact	43469580	44077248	0.99
tpcds_q47/datafusion:vortex-compact	150742838	148744574	1.01
tpcds_q48/datafusion:vortex-compact	69236108	72038506	0.96
tpcds_q49/datafusion:vortex-compact	68319802	74250774	0.92
tpcds_q50/datafusion:vortex-compact	46983228	47967502	0.98
tpcds_q51/datafusion:vortex-compact	95890449	95781950	1.00
tpcds_q52/datafusion:vortex-compact	18391154	19796338	0.93
tpcds_q53/datafusion:vortex-compact	28693288	28810647	1.00
tpcds_q54/datafusion:vortex-compact	40908364	40991387	1.00
tpcds_q55/datafusion:vortex-compact	17774612	18178216	0.98
tpcds_q56/datafusion:vortex-compact	34520444	35727159	0.97
tpcds_q57/datafusion:vortex-compact	116311591	116447334	1.00
tpcds_q58/datafusion:vortex-compact	62913036	63416697	0.99
tpcds_q59/datafusion:vortex-compact	69174356	69306033	1.00
tpcds_q60/datafusion:vortex-compact	36302380	34778743	1.04
tpcds_q61/datafusion:vortex-compact	54519155	53285098	1.02
tpcds_q62/datafusion:vortex-compact 🚀	24249198	27933480	0.87
tpcds_q63/datafusion:vortex-compact	27637680	27746589	1.00
tpcds_q64/datafusion:vortex-compact	446512350	446151733	1.00
tpcds_q65/datafusion:vortex-compact	56488487	55498316	1.02
tpcds_q66/datafusion:vortex-compact	77040223	74234554	1.04
tpcds_q67/datafusion:vortex-compact	148139604	157625929	0.94
tpcds_q68/datafusion:vortex-compact	44036176	44414196	0.99
tpcds_q69/datafusion:vortex-compact	47156467	47778574	0.99
tpcds_q70/datafusion:vortex-compact	97404848	96986285	1.00
tpcds_q71/datafusion:vortex-compact	29862452	29649266	1.01
tpcds_q72/datafusion:vortex-compact	2101393237	2111007024	1.00
tpcds_q73/datafusion:vortex-compact	30641697	31078268	0.99
tpcds_q74/datafusion:vortex-compact	89797329	89086764	1.01
tpcds_q75/datafusion:vortex-compact	126488553	131002620	0.97
tpcds_q76/datafusion:vortex-compact	31790302	31350187	1.01
tpcds_q77/datafusion:vortex-compact	48304640	50579682	0.96
tpcds_q78/datafusion:vortex-compact	135844664	137402297	0.99
tpcds_q79/datafusion:vortex-compact	37941195	38430336	0.99
tpcds_q80/datafusion:vortex-compact	101975527	103667157	0.98
tpcds_q81/datafusion:vortex-compact	28984636	27259471	1.06
tpcds_q82/datafusion:vortex-compact	39958060	40526170	0.99
tpcds_q83/datafusion:vortex-compact	32445600	32787118	0.99
tpcds_q84/datafusion:vortex-compact	14132700	14963127	0.94
tpcds_q85/datafusion:vortex-compact	129055232	132824821	0.97
tpcds_q86/datafusion:vortex-compact	20561807	21880470	0.94
tpcds_q87/datafusion:vortex-compact	49774392	52704260	0.94
tpcds_q88/datafusion:vortex-compact	75375597	75888725	0.99
tpcds_q89/datafusion:vortex-compact	30211212	30349145	1.00
tpcds_q90/datafusion:vortex-compact	15266565	14945522	1.02
tpcds_q91/datafusion:vortex-compact	31540024	32491854	0.97
tpcds_q92/datafusion:vortex-compact	23683665	24650360	0.96
tpcds_q93/datafusion:vortex-compact	36828079	38043275	0.97
tpcds_q94/datafusion:vortex-compact 🚨	28834052	25946573	1.11
tpcds_q95/datafusion:vortex-compact	66660547	65476947	1.02
tpcds_q96/datafusion:vortex-compact	17047126	17261178	0.99
tpcds_q97/datafusion:vortex-compact	36727245	36809535	1.00
tpcds_q98/datafusion:vortex-compact	29316904	29728168	0.99
tpcds_q99/datafusion:vortex-compact	30488459	30583701	1.00

datafusion / parquet (0.995x ➖, 2↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	30868742	29664760	1.04
tpcds_q02/datafusion:parquet	40813139	40801370	1.00
tpcds_q03/datafusion:parquet	12868347	12624283	1.02
tpcds_q04/datafusion:parquet	269841137	262383323	1.03
tpcds_q05/datafusion:parquet	39495830	40602464	0.97
tpcds_q06/datafusion:parquet	57854121	59076288	0.98
tpcds_q07/datafusion:parquet	75555643	77395453	0.98
tpcds_q08/datafusion:parquet	25891960	25059004	1.03
tpcds_q09/datafusion:parquet	45346400	42687645	1.06
tpcds_q10/datafusion:parquet	70157676	65865088	1.07
tpcds_q11/datafusion:parquet	146482628	146979768	1.00
tpcds_q12/datafusion:parquet	17673553	16666666	1.06
tpcds_q13/datafusion:parquet	73591359	73526440	1.00
tpcds_q14/datafusion:parquet	157229474	156852677	1.00
tpcds_q15/datafusion:parquet	20404761	20832040	0.98
tpcds_q16/datafusion:parquet	22956181	22577519	1.02
tpcds_q17/datafusion:parquet	60202085	62736423	0.96
tpcds_q18/datafusion:parquet	110679220	119666221	0.92
tpcds_q19/datafusion:parquet	22200936	21862137	1.02
tpcds_q20/datafusion:parquet	16060495	16064674	1.00
tpcds_q21/datafusion:parquet	17931371	18078370	0.99
tpcds_q22/datafusion:parquet	152055529	146261081	1.04
tpcds_q23/datafusion:parquet	144179043	141752365	1.02
tpcds_q24/datafusion:parquet	87823112	87519160	1.00
tpcds_q25/datafusion:parquet	62753709	64355794	0.98
tpcds_q26/datafusion:parquet	64191955	65048381	0.99
tpcds_q27/datafusion:parquet	140753745	140299162	1.00
tpcds_q28/datafusion:parquet	44230026	43991267	1.01
tpcds_q29/datafusion:parquet	64112676	64120289	1.00
tpcds_q30/datafusion:parquet	32988355	33345675	0.99
tpcds_q31/datafusion:parquet	63085321	63642117	0.99
tpcds_q32/datafusion:parquet	17319587	17298107	1.00
tpcds_q33/datafusion:parquet	25701576	26630838	0.97
tpcds_q34/datafusion:parquet	19458556	21160632	0.92
tpcds_q35/datafusion:parquet	65267529	67733494	0.96
tpcds_q36/datafusion:parquet	55377798	54860516	1.01
tpcds_q37/datafusion:parquet	18776617	18334362	1.02
tpcds_q38/datafusion:parquet	38765004	39890215	0.97
tpcds_q39/datafusion:parquet	71030402	71617035	0.99
tpcds_q40/datafusion:parquet	23618024	23013108	1.03
tpcds_q41/datafusion:parquet	13157903	13035145	1.01
tpcds_q42/datafusion:parquet	11085796	11198664	0.99
tpcds_q43/datafusion:parquet	16418192	16710489	0.98
tpcds_q44/datafusion:parquet	32211352	34006717	0.95
tpcds_q45/datafusion:parquet	28044271	27705547	1.01
tpcds_q46/datafusion:parquet	30933160	31438184	0.98
tpcds_q47/datafusion:parquet	122286907	122230147	1.00
tpcds_q48/datafusion:parquet	67014248	68869798	0.97
tpcds_q49/datafusion:parquet	53855465	54447510	0.99
tpcds_q50/datafusion:parquet	44041416	42508307	1.04
tpcds_q51/datafusion:parquet	83058813	83957944	0.99
tpcds_q52/datafusion:parquet 🚀	11435779	12725089	0.90
tpcds_q53/datafusion:parquet	17385303	16970454	1.02
tpcds_q54/datafusion:parquet	32810733	33139089	0.99
tpcds_q55/datafusion:parquet	11328540	10665659	1.06
tpcds_q56/datafusion:parquet	25952645	26614563	0.98
tpcds_q57/datafusion:parquet	95805099	99977947	0.96
tpcds_q58/datafusion:parquet	49232366	47936190	1.03
tpcds_q59/datafusion:parquet	56802637	56183867	1.01
tpcds_q60/datafusion:parquet	26171398	27291777	0.96
tpcds_q61/datafusion:parquet	41989639	41572395	1.01
tpcds_q62/datafusion:parquet	25644716	24336643	1.05
tpcds_q63/datafusion:parquet	17302753	17351029	1.00
tpcds_q64/datafusion:parquet	510422820	507358694	1.01
tpcds_q65/datafusion:parquet	37189824	36774956	1.01
tpcds_q66/datafusion:parquet	71346541	69234398	1.03
tpcds_q67/datafusion:parquet	141569220	139534486	1.01
tpcds_q68/datafusion:parquet	31268924	31717234	0.99
tpcds_q69/datafusion:parquet	64508972	64046541	1.01
tpcds_q70/datafusion:parquet	83483799	87092455	0.96
tpcds_q71/datafusion:parquet	21889495	21897720	1.00
tpcds_q72/datafusion:parquet	592428106	594528446	1.00
tpcds_q73/datafusion:parquet	19950976	20458592	0.98
tpcds_q74/datafusion:parquet	78904252	79255582	1.00
tpcds_q75/datafusion:parquet	96692267	95555057	1.01
tpcds_q76/datafusion:parquet	28472657	28872767	0.99
tpcds_q77/datafusion:parquet	37986663	37744103	1.01
tpcds_q78/datafusion:parquet	113397523	110291437	1.03
tpcds_q79/datafusion:parquet	25526040	26159955	0.98
tpcds_q80/datafusion:parquet	77480795	76878595	1.01
tpcds_q81/datafusion:parquet	30297123	30938838	0.98
tpcds_q82/datafusion:parquet	18803119	18607048	1.01
tpcds_q83/datafusion:parquet	35071796	35980858	0.97
tpcds_q84/datafusion:parquet	37499571	38592559	0.97
tpcds_q85/datafusion:parquet	146101819	147751256	0.99
tpcds_q86/datafusion:parquet	13499627	14524869	0.93
tpcds_q87/datafusion:parquet	39420896	39878138	0.99
tpcds_q88/datafusion:parquet	59407050	57877981	1.03
tpcds_q89/datafusion:parquet	21129955	20345963	1.04
tpcds_q90/datafusion:parquet	13792406	14048467	0.98
tpcds_q91/datafusion:parquet	55396352	57106724	0.97
tpcds_q92/datafusion:parquet	17774860	17295389	1.03
tpcds_q93/datafusion:parquet	30529369	30939423	0.99
tpcds_q94/datafusion:parquet	20195287	19251692	1.05
tpcds_q95/datafusion:parquet	58301856	58453288	1.00
tpcds_q96/datafusion:parquet	11284674	11488075	0.98
tpcds_q97/datafusion:parquet	29111358	29828805	0.98
tpcds_q98/datafusion:parquet	20523086	21171319	0.97
tpcds_q99/datafusion:parquet 🚀	28636272	33268520	0.86

duckdb / vortex-file-compressed (0.990x ➖, 0↑ 2↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	21249308	21716720	0.98
tpcds_q02/duckdb:vortex-file-compressed	33792438	36758783	0.92
tpcds_q03/duckdb:vortex-file-compressed	32406365	30682555	1.06
tpcds_q04/duckdb:vortex-file-compressed	101788083	108500750	0.94
tpcds_q05/duckdb:vortex-file-compressed	36711711	35550650	1.03
tpcds_q06/duckdb:vortex-file-compressed	30974149	31521727	0.98
tpcds_q07/duckdb:vortex-file-compressed	18742591	19787470	0.95
tpcds_q08/duckdb:vortex-file-compressed	27783038	28122810	0.99
tpcds_q09/duckdb:vortex-file-compressed	36601569	37833242	0.97
tpcds_q10/duckdb:vortex-file-compressed	39749146	40563220	0.98
tpcds_q11/duckdb:vortex-file-compressed	60144712	61736894	0.97
tpcds_q12/duckdb:vortex-file-compressed	13797324	14175403	0.97
tpcds_q13/duckdb:vortex-file-compressed	32585805	33452972	0.97
tpcds_q14/duckdb:vortex-file-compressed	104239230	106017881	0.98
tpcds_q15/duckdb:vortex-file-compressed	25870476	26816388	0.96
tpcds_q16/duckdb:vortex-file-compressed	26323829	26645152	0.99
tpcds_q17/duckdb:vortex-file-compressed	42653635	42742010	1.00
tpcds_q18/duckdb:vortex-file-compressed	44934596	47679069	0.94
tpcds_q19/duckdb:vortex-file-compressed	32776293	32763546	1.00
tpcds_q20/duckdb:vortex-file-compressed	15329264	15063541	1.02
tpcds_q21/duckdb:vortex-file-compressed	16219999	17053140	0.95
tpcds_q22/duckdb:vortex-file-compressed	71315503	71831529	0.99
tpcds_q23/duckdb:vortex-file-compressed	108150902	108946467	0.99
tpcds_q24/duckdb:vortex-file-compressed	51145051	50935365	1.00
tpcds_q25/duckdb:vortex-file-compressed	49501940	48116172	1.03
tpcds_q26/duckdb:vortex-file-compressed	37959126	40191824	0.94
tpcds_q27/duckdb:vortex-file-compressed	46108052	50300558	0.92
tpcds_q28/duckdb:vortex-file-compressed	34110984	34249878	1.00
tpcds_q29/duckdb:vortex-file-compressed	41526906	41300366	1.01
tpcds_q30/duckdb:vortex-file-compressed	23405071	23587249	0.99
tpcds_q31/duckdb:vortex-file-compressed	35297646	36163830	0.98
tpcds_q32/duckdb:vortex-file-compressed	13598590	14543250	0.94
tpcds_q33/duckdb:vortex-file-compressed	23373196	23822384	0.98
tpcds_q34/duckdb:vortex-file-compressed	23189538	22663459	1.02
tpcds_q35/duckdb:vortex-file-compressed	64449219	63853315	1.01
tpcds_q36/duckdb:vortex-file-compressed	24631085	24508268	1.01
tpcds_q37/duckdb:vortex-file-compressed	14703852	15740929	0.93
tpcds_q38/duckdb:vortex-file-compressed	37505053	36378515	1.03
tpcds_q39/duckdb:vortex-file-compressed	34715331	35048222	0.99
tpcds_q40/duckdb:vortex-file-compressed	20099327	19602130	1.03
tpcds_q41/duckdb:vortex-file-compressed	12789076	12876846	0.99
tpcds_q42/duckdb:vortex-file-compressed	12747868	13024560	0.98
tpcds_q43/duckdb:vortex-file-compressed	22796994	23245782	0.98
tpcds_q44/duckdb:vortex-file-compressed	20896006	20738325	1.01
tpcds_q45/duckdb:vortex-file-compressed	28679240	29293481	0.98
tpcds_q46/duckdb:vortex-file-compressed	50824903	51199383	0.99
tpcds_q47/duckdb:vortex-file-compressed	44776249	46932490	0.95
tpcds_q48/duckdb:vortex-file-compressed	29701013	29885878	0.99
tpcds_q49/duckdb:vortex-file-compressed 🚨	37417686	32998191	1.13
tpcds_q50/duckdb:vortex-file-compressed	33532867	33012126	1.02
tpcds_q51/duckdb:vortex-file-compressed	94923112	97604979	0.97
tpcds_q52/duckdb:vortex-file-compressed	12951637	12450905	1.04
tpcds_q53/duckdb:vortex-file-compressed	22507531	21951614	1.03
tpcds_q54/duckdb:vortex-file-compressed	27462159	28304218	0.97
tpcds_q55/duckdb:vortex-file-compressed	13105281	13091663	1.00
tpcds_q56/duckdb:vortex-file-compressed	23399962	23812380	0.98
tpcds_q57/duckdb:vortex-file-compressed	39150925	39534732	0.99
tpcds_q58/duckdb:vortex-file-compressed	31373381	30715897	1.02
tpcds_q59/duckdb:vortex-file-compressed	67843840	66783555	1.02
tpcds_q60/duckdb:vortex-file-compressed	25503530	25487588	1.00
tpcds_q61/duckdb:vortex-file-compressed 🚨	34363487	29885194	1.15
tpcds_q62/duckdb:vortex-file-compressed	17628028	16898514	1.04
tpcds_q63/duckdb:vortex-file-compressed	21236789	21133824	1.00
tpcds_q64/duckdb:vortex-file-compressed	79188273	84069216	0.94
tpcds_q65/duckdb:vortex-file-compressed	21501360	20997290	1.02
tpcds_q66/duckdb:vortex-file-compressed	28841040	28771748	1.00
tpcds_q67/duckdb:vortex-file-compressed	135145940	137442440	0.98
tpcds_q68/duckdb:vortex-file-compressed	39738178	41563526	0.96
tpcds_q69/duckdb:vortex-file-compressed	41754790	40771019	1.02
tpcds_q70/duckdb:vortex-file-compressed	24726384	26157865	0.95
tpcds_q71/duckdb:vortex-file-compressed	21551140	20277906	1.06
tpcds_q72/duckdb:vortex-file-compressed	173294104	173054815	1.00
tpcds_q73/duckdb:vortex-file-compressed	23484979	22634253	1.04
tpcds_q74/duckdb:vortex-file-compressed	71265139	78546799	0.91
tpcds_q75/duckdb:vortex-file-compressed	59053179	57791067	1.02
tpcds_q76/duckdb:vortex-file-compressed	18385997	20262721	0.91
tpcds_q77/duckdb:vortex-file-compressed	24960768	24710411	1.01
tpcds_q78/duckdb:vortex-file-compressed	75688651	77047865	0.98
tpcds_q79/duckdb:vortex-file-compressed	32114222	32377764	0.99
tpcds_q80/duckdb:vortex-file-compressed	43908702	48383066	0.91
tpcds_q81/duckdb:vortex-file-compressed	27199495	28123689	0.97
tpcds_q82/duckdb:vortex-file-compressed	16430670	16556155	0.99
tpcds_q83/duckdb:vortex-file-compressed	22642437	23257215	0.97
tpcds_q84/duckdb:vortex-file-compressed	18436503	19587100	0.94
tpcds_q85/duckdb:vortex-file-compressed	45118793	43035728	1.05
tpcds_q86/duckdb:vortex-file-compressed	16188449	16281290	0.99
tpcds_q87/duckdb:vortex-file-compressed	39481524	41858364	0.94
tpcds_q88/duckdb:vortex-file-compressed	32671036	33556285	0.97
tpcds_q89/duckdb:vortex-file-compressed	21861196	22209368	0.98
tpcds_q90/duckdb:vortex-file-compressed	12139817	12623414	0.96
tpcds_q91/duckdb:vortex-file-compressed	30586827	30097350	1.02
tpcds_q92/duckdb:vortex-file-compressed	21505842	20127423	1.07
tpcds_q93/duckdb:vortex-file-compressed	26939495	27408864	0.98
tpcds_q94/duckdb:vortex-file-compressed	23842752	23568010	1.01
tpcds_q95/duckdb:vortex-file-compressed	143019266	142875533	1.00
tpcds_q96/duckdb:vortex-file-compressed	12963976	13901181	0.93
tpcds_q97/duckdb:vortex-file-compressed	38173197	36997119	1.03
tpcds_q98/duckdb:vortex-file-compressed	17823224	17319547	1.03
tpcds_q99/duckdb:vortex-file-compressed	26849846	27159491	0.99

duckdb / vortex-compact (0.995x ➖, 2↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact	23435099	23925045	0.98
tpcds_q02/duckdb:vortex-compact	42508620	42217207	1.01
tpcds_q03/duckdb:vortex-compact	56624474	56771634	1.00
tpcds_q04/duckdb:vortex-compact	118621230	112405601	1.06
tpcds_q05/duckdb:vortex-compact	51462446	53440732	0.96
tpcds_q06/duckdb:vortex-compact	39545704	41974426	0.94
tpcds_q07/duckdb:vortex-compact	34703303	34235803	1.01
tpcds_q08/duckdb:vortex-compact	45473603	44102466	1.03
tpcds_q09/duckdb:vortex-compact	56813310	58578818	0.97
tpcds_q10/duckdb:vortex-compact	62810206	59979592	1.05
tpcds_q11/duckdb:vortex-compact	71082057	69912702	1.02
tpcds_q12/duckdb:vortex-compact	21697325	22131370	0.98
tpcds_q13/duckdb:vortex-compact	60316934	57730021	1.04
tpcds_q14/duckdb:vortex-compact	128359225	127899852	1.00
tpcds_q15/duckdb:vortex-compact	30781900	30954457	0.99
tpcds_q16/duckdb:vortex-compact	30313191	30434785	1.00
tpcds_q17/duckdb:vortex-compact	51968293	54703078	0.95
tpcds_q18/duckdb:vortex-compact	57623908	56180924	1.03
tpcds_q19/duckdb:vortex-compact	50726140	50311694	1.01
tpcds_q20/duckdb:vortex-compact	19127485	20331499	0.94
tpcds_q21/duckdb:vortex-compact	19516302	18758068	1.04
tpcds_q22/duckdb:vortex-compact	73089969	78412566	0.93
tpcds_q23/duckdb:vortex-compact	119418008	119762629	1.00
tpcds_q24/duckdb:vortex-compact	61301771	62653485	0.98
tpcds_q25/duckdb:vortex-compact	81740300	80942482	1.01
tpcds_q26/duckdb:vortex-compact	50783699	51080577	0.99
tpcds_q27/duckdb:vortex-compact	67768964	69570120	0.97
tpcds_q28/duckdb:vortex-compact	83492061	83958051	0.99
tpcds_q29/duckdb:vortex-compact	53394095	54378143	0.98
tpcds_q30/duckdb:vortex-compact	28363715	27828704	1.02
tpcds_q31/duckdb:vortex-compact	44798070	43800033	1.02
tpcds_q32/duckdb:vortex-compact	22013615	22740733	0.97
tpcds_q33/duckdb:vortex-compact	34643820	35243028	0.98
tpcds_q34/duckdb:vortex-compact	37321154	36318120	1.03
tpcds_q35/duckdb:vortex-compact	81803093	81827018	1.00
tpcds_q36/duckdb:vortex-compact	40575836	40226710	1.01
tpcds_q37/duckdb:vortex-compact	23197030	23092254	1.00
tpcds_q38/duckdb:vortex-compact	47814012	46480620	1.03
tpcds_q39/duckdb:vortex-compact	36379644	36512112	1.00
tpcds_q40/duckdb:vortex-compact	25607328	24664415	1.04
tpcds_q41/duckdb:vortex-compact	15165800	15348923	0.99
tpcds_q42/duckdb:vortex-compact	21763348	21824973	1.00
tpcds_q43/duckdb:vortex-compact	35460784	35623690	1.00
tpcds_q44/duckdb:vortex-compact	29272561	28831248	1.02
tpcds_q45/duckdb:vortex-compact	37133779	37605991	0.99
tpcds_q46/duckdb:vortex-compact	72548505	69064115	1.05
tpcds_q47/duckdb:vortex-compact	62044713	62025892	1.00
tpcds_q48/duckdb:vortex-compact	50306009	52840265	0.95
tpcds_q49/duckdb:vortex-compact	53949757	57861751	0.93
tpcds_q50/duckdb:vortex-compact	47381704	46887883	1.01
tpcds_q51/duckdb:vortex-compact	104059444	106811968	0.97
tpcds_q52/duckdb:vortex-compact	21457717	21789208	0.98
tpcds_q53/duckdb:vortex-compact	38147573	37260504	1.02
tpcds_q54/duckdb:vortex-compact	36944821	39866386	0.93
tpcds_q55/duckdb:vortex-compact	21617139	23410594	0.92
tpcds_q56/duckdb:vortex-compact	34876057	35478154	0.98
tpcds_q57/duckdb:vortex-compact	43322799	42568432	1.02
tpcds_q58/duckdb:vortex-compact	43035024	43037724	1.00
tpcds_q59/duckdb:vortex-compact	86679149	85987451	1.01
tpcds_q60/duckdb:vortex-compact	37649472	36619209	1.03
tpcds_q61/duckdb:vortex-compact	65396173	64132115	1.02
tpcds_q62/duckdb:vortex-compact	27208989	25785517	1.06
tpcds_q63/duckdb:vortex-compact	37148227	35914596	1.03
tpcds_q64/duckdb:vortex-compact	112154220	116314029	0.96
tpcds_q65/duckdb:vortex-compact	32623194	33026036	0.99
tpcds_q66/duckdb:vortex-compact 🚀	37484863	42469891	0.88
tpcds_q67/duckdb:vortex-compact	152530685	153345982	0.99
tpcds_q68/duckdb:vortex-compact	59537989	60626569	0.98
tpcds_q69/duckdb:vortex-compact	60327790	61195449	0.99
tpcds_q70/duckdb:vortex-compact	35086237	35915380	0.98
tpcds_q71/duckdb:vortex-compact	34052664	33918146	1.00
tpcds_q72/duckdb:vortex-compact	190175552	192596668	0.99
tpcds_q73/duckdb:vortex-compact	37365457	36530174	1.02
tpcds_q74/duckdb:vortex-compact	82147095	81942058	1.00
tpcds_q75/duckdb:vortex-compact	72101445	69732374	1.03
tpcds_q76/duckdb:vortex-compact	34035166	35756020	0.95
tpcds_q77/duckdb:vortex-compact	42980218	40113789	1.07
tpcds_q78/duckdb:vortex-compact	87525799	89303644	0.98
tpcds_q79/duckdb:vortex-compact	52800743	53413189	0.99
tpcds_q80/duckdb:vortex-compact	79639319	81272183	0.98
tpcds_q81/duckdb:vortex-compact	31990152	34352555	0.93
tpcds_q82/duckdb:vortex-compact 🚀	23772938	26629475	0.89
tpcds_q83/duckdb:vortex-compact	33228919	33366488	1.00
tpcds_q84/duckdb:vortex-compact	26626625	26371370	1.01
tpcds_q85/duckdb:vortex-compact	55809025	60970462	0.92
tpcds_q86/duckdb:vortex-compact	22621162	23394651	0.97
tpcds_q87/duckdb:vortex-compact	52840689	50476248	1.05
tpcds_q88/duckdb:vortex-compact	38794571	40124130	0.97
tpcds_q89/duckdb:vortex-compact	36247015	36823654	0.98
tpcds_q90/duckdb:vortex-compact	14826214	15163218	0.98
tpcds_q91/duckdb:vortex-compact	50782018	49308513	1.03
tpcds_q92/duckdb:vortex-compact	48912524	53066642	0.92
tpcds_q93/duckdb:vortex-compact	30993391	31126547	1.00
tpcds_q94/duckdb:vortex-compact	31456969	29539497	1.06
tpcds_q95/duckdb:vortex-compact	150020682	145195248	1.03
tpcds_q96/duckdb:vortex-compact	18520904	18121949	1.02
tpcds_q97/duckdb:vortex-compact	45818703	44552305	1.03
tpcds_q98/duckdb:vortex-compact	28334706	28064987	1.01
tpcds_q99/duckdb:vortex-compact	33413127	30647000	1.09

duckdb / parquet (1.002x ➖, 1↑ 3↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet 🚨	31327584	27746890	1.13
tpcds_q02/duckdb:parquet	23861270	23652637	1.01
tpcds_q03/duckdb:parquet	10932550	11021228	0.99
tpcds_q04/duckdb:parquet	163232472	168623319	0.97
tpcds_q05/duckdb:parquet	29946100	28414288	1.05
tpcds_q06/duckdb:parquet	26955855	28439660	0.95
tpcds_q07/duckdb:parquet	20803103	20465716	1.02
tpcds_q08/duckdb:parquet	26212280	26148991	1.00
tpcds_q09/duckdb:parquet	38801189	39187605	0.99
tpcds_q10/duckdb:parquet	33277500	32730492	1.02
tpcds_q11/duckdb:parquet	83773302	86735498	0.97
tpcds_q12/duckdb:parquet	14497038	14149603	1.02
tpcds_q13/duckdb:parquet	33004864	32565745	1.01
tpcds_q14/duckdb:parquet	98355015	97211948	1.01
tpcds_q15/duckdb:parquet	29439294	30094539	0.98
tpcds_q16/duckdb:parquet	20933286	21678339	0.97
tpcds_q17/duckdb:parquet	37646403	38544658	0.98
tpcds_q18/duckdb:parquet	45094356	45944055	0.98
tpcds_q19/duckdb:parquet	27901343	28854661	0.97
tpcds_q20/duckdb:parquet	15222025	15419179	0.99
tpcds_q21/duckdb:parquet	10074267	10110578	1.00
tpcds_q22/duckdb:parquet	69284892	66245209	1.05
tpcds_q23/duckdb:parquet	82579246	80037232	1.03
tpcds_q24/duckdb:parquet	44398139	44174280	1.01
tpcds_q25/duckdb:parquet	32481192	32031761	1.01
tpcds_q26/duckdb:parquet	35885502	35035275	1.02
tpcds_q27/duckdb:parquet	47493633	48179166	0.99
tpcds_q28/duckdb:parquet	37101659	37733152	0.98
tpcds_q29/duckdb:parquet	35793247	35280466	1.01
tpcds_q30/duckdb:parquet	33469028	33834952	0.99
tpcds_q31/duckdb:parquet	22483736	22841711	0.98
tpcds_q32/duckdb:parquet	11116467	10790365	1.03
tpcds_q33/duckdb:parquet	20604630	20792489	0.99
tpcds_q34/duckdb:parquet	19908307	19933137	1.00
tpcds_q35/duckdb:parquet	56300543	57672933	0.98
tpcds_q36/duckdb:parquet	19328186	19360139	1.00
tpcds_q37/duckdb:parquet	12177313	11896450	1.02
tpcds_q38/duckdb:parquet	34122300	33434779	1.02
tpcds_q39/duckdb:parquet	28859366	28899169	1.00
tpcds_q40/duckdb:parquet	17287541	17755925	0.97
tpcds_q41/duckdb:parquet	7617098	7658013	0.99
tpcds_q42/duckdb:parquet	9375605	8984586	1.04
tpcds_q43/duckdb:parquet	14998227	15093120	0.99
tpcds_q44/duckdb:parquet	21730370	22047770	0.99
tpcds_q45/duckdb:parquet	25198494	26150985	0.96
tpcds_q46/duckdb:parquet	43037517	43572405	0.99
tpcds_q47/duckdb:parquet	43517383	44842899	0.97
tpcds_q48/duckdb:parquet	28768161	29046519	0.99
tpcds_q49/duckdb:parquet	24997813	24393344	1.02
tpcds_q50/duckdb:parquet	23723455	23846463	0.99
tpcds_q51/duckdb:parquet	92925561	94259570	0.99
tpcds_q52/duckdb:parquet	10157402	11045738	0.92
tpcds_q53/duckdb:parquet	14760431	14948541	0.99
tpcds_q54/duckdb:parquet	23719733	25562553	0.93
tpcds_q55/duckdb:parquet	9612461	9899184	0.97
tpcds_q56/duckdb:parquet	20911189	20664865	1.01
tpcds_q57/duckdb:parquet	34278417	35624022	0.96
tpcds_q58/duckdb:parquet	21324486	22289001	0.96
tpcds_q59/duckdb:parquet	35230383	35059690	1.00
tpcds_q60/duckdb:parquet	22238939	21234450	1.05
tpcds_q61/duckdb:parquet	29765340	31303338	0.95
tpcds_q62/duckdb:parquet 🚨	12671655	11281742	1.12
tpcds_q63/duckdb:parquet	13676304	13854369	0.99
tpcds_q64/duckdb:parquet	73328764	73888911	0.99
tpcds_q65/duckdb:parquet	19276353	19212929	1.00
tpcds_q66/duckdb:parquet	32052687	30176655	1.06
tpcds_q67/duckdb:parquet	134177334	131921125	1.02
tpcds_q68/duckdb:parquet	35068724	36484601	0.96
tpcds_q69/duckdb:parquet	35184534	35795183	0.98
tpcds_q70/duckdb:parquet	18837096	18906478	1.00
tpcds_q71/duckdb:parquet	19231033	18838860	1.02
tpcds_q72/duckdb:parquet	163590027	164086072	1.00
tpcds_q73/duckdb:parquet	17442366	17169024	1.02
tpcds_q74/duckdb:parquet	125252633	124439349	1.01
tpcds_q75/duckdb:parquet	53020070	51877237	1.02
tpcds_q76/duckdb:parquet	19750226	19243838	1.03
tpcds_q77/duckdb:parquet	21471266	21285778	1.01
tpcds_q78/duckdb:parquet	72582692	71953988	1.01
tpcds_q79/duckdb:parquet	27076878	25850001	1.05
tpcds_q80/duckdb:parquet	39387392	39491453	1.00
tpcds_q81/duckdb:parquet	31334832	31837019	0.98
tpcds_q82/duckdb:parquet	13842410	12772507	1.08
tpcds_q83/duckdb:parquet	16235554	16254817	1.00
tpcds_q84/duckdb:parquet	18394633	18654247	0.99
tpcds_q85/duckdb:parquet	37471609	36867600	1.02
tpcds_q86/duckdb:parquet	12060618	11770960	1.02
tpcds_q87/duckdb:parquet	37500051	35394551	1.06
tpcds_q88/duckdb:parquet	48348049	47562689	1.02
tpcds_q89/duckdb:parquet	16141908	15795663	1.02
tpcds_q90/duckdb:parquet	7040219	7173702	0.98
tpcds_q91/duckdb:parquet	23441264	22235271	1.05
tpcds_q92/duckdb:parquet	10937169	10683104	1.02
tpcds_q93/duckdb:parquet	28612658	29236215	0.98
tpcds_q94/duckdb:parquet	16260056	16114054	1.01
tpcds_q95/duckdb:parquet 🚨	138477660	116806171	1.19
tpcds_q96/duckdb:parquet 🚀	8214169	9152447	0.90
tpcds_q97/duckdb:parquet	32837160	33601516	0.98
tpcds_q98/duckdb:parquet	17212171	17665439	0.97
tpcds_q99/duckdb:parquet	19757040	20225414	0.98

duckdb / duckdb (0.999x ➖, 1↑ 3↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	20312869	20213803	1.00
tpcds_q02/duckdb:duckdb	18628884	18800873	0.99
tpcds_q03/duckdb:duckdb	8500450	8600394	0.99
tpcds_q04/duckdb:duckdb	169688593	177989449	0.95
tpcds_q05/duckdb:duckdb	19038885	19504902	0.98
tpcds_q06/duckdb:duckdb	21990554	22889233	0.96
tpcds_q07/duckdb:duckdb	37055924	37761487	0.98
tpcds_q08/duckdb:duckdb	119648689	120430823	0.99
tpcds_q09/duckdb:duckdb	19753310	19704089	1.00
tpcds_q10/duckdb:duckdb	23222275	23225238	1.00
tpcds_q11/duckdb:duckdb	86229163	91731906	0.94
tpcds_q12/duckdb:duckdb	10804042	11124914	0.97
tpcds_q13/duckdb:duckdb	23912395	24334797	0.98
tpcds_q14/duckdb:duckdb	89467379	93726153	0.95
tpcds_q15/duckdb:duckdb	23621845	24702038	0.96
tpcds_q16/duckdb:duckdb	17359602	18136081	0.96
tpcds_q17/duckdb:duckdb	22000665	22834574	0.96
tpcds_q18/duckdb:duckdb	44880690	44412387	1.01
tpcds_q19/duckdb:duckdb	16482128	16604742	0.99
tpcds_q20/duckdb:duckdb	11103517	12008467	0.92
tpcds_q21/duckdb:duckdb 🚀	6293758	7063719	0.89
tpcds_q22/duckdb:duckdb	59345978	61249419	0.97
tpcds_q23/duckdb:duckdb	79842928	74538724	1.07
tpcds_q24/duckdb:duckdb	23845152	23955885	1.00
tpcds_q25/duckdb:duckdb	16473487	16666923	0.99
tpcds_q26/duckdb:duckdb	27570740	26517871	1.04
tpcds_q27/duckdb:duckdb	35941354	36774256	0.98
tpcds_q28/duckdb:duckdb	22217476	22319399	1.00
tpcds_q29/duckdb:duckdb	21136038	20363219	1.04
tpcds_q30/duckdb:duckdb	28633327	29808416	0.96
tpcds_q31/duckdb:duckdb	49307729	47699338	1.03
tpcds_q32/duckdb:duckdb	7967070	7302721	1.09
tpcds_q33/duckdb:duckdb	12714109	12894436	0.99
tpcds_q34/duckdb:duckdb	14759152	14795461	1.00
tpcds_q35/duckdb:duckdb	31653713	32395272	0.98
tpcds_q36/duckdb:duckdb	69251632	69223391	1.00
tpcds_q37/duckdb:duckdb	7379591	7757386	0.95
tpcds_q38/duckdb:duckdb	30319197	29758082	1.02
tpcds_q39/duckdb:duckdb 🚨	32545727	25884070	1.26
tpcds_q40/duckdb:duckdb	14005172	13015964	1.08
tpcds_q41/duckdb:duckdb	8328384	8588669	0.97
tpcds_q42/duckdb:duckdb	6444129	6402473	1.01
tpcds_q43/duckdb:duckdb	11313027	12122245	0.93
tpcds_q44/duckdb:duckdb	13347853	14712929	0.91
tpcds_q45/duckdb:duckdb	17648062	16943238	1.04
tpcds_q46/duckdb:duckdb	39685139	37337525	1.06
tpcds_q47/duckdb:duckdb	39301849	39158653	1.00
tpcds_q48/duckdb:duckdb	23321470	23002986	1.01
tpcds_q49/duckdb:duckdb	17112656	16950891	1.01
tpcds_q50/duckdb:duckdb	14059981	14001301	1.00
tpcds_q51/duckdb:duckdb	90105107	90866084	0.99
tpcds_q52/duckdb:duckdb	7119703	7153148	1.00
tpcds_q53/duckdb:duckdb	12910738	13330618	0.97
tpcds_q54/duckdb:duckdb	16479892	16260597	1.01
tpcds_q55/duckdb:duckdb	7656167	7364569	1.04
tpcds_q56/duckdb:duckdb	13428020	13186859	1.02
tpcds_q57/duckdb:duckdb	32608971	32563546	1.00
tpcds_q58/duckdb:duckdb	12230354	13180434	0.93
tpcds_q59/duckdb:duckdb	35423526	34603137	1.02
tpcds_q60/duckdb:duckdb	14831075	15221154	0.97
tpcds_q61/duckdb:duckdb	14713955	15196731	0.97
tpcds_q62/duckdb:duckdb	9602516	9356503	1.03
tpcds_q63/duckdb:duckdb	12439592	12149430	1.02
tpcds_q64/duckdb:duckdb	55008714	54635029	1.01
tpcds_q65/duckdb:duckdb	34276773	34655902	0.99
tpcds_q66/duckdb:duckdb	25471304	25277139	1.01
tpcds_q67/duckdb:duckdb	128059502	127169374	1.01
tpcds_q68/duckdb:duckdb	26382250	25075441	1.05
tpcds_q69/duckdb:duckdb	23401386	25126584	0.93
tpcds_q70/duckdb:duckdb	14499720	14740872	0.98
tpcds_q71/duckdb:duckdb	12069767	12127866	1.00
tpcds_q72/duckdb:duckdb	43515294	43311682	1.00
tpcds_q73/duckdb:duckdb	10533629	10946502	0.96
tpcds_q74/duckdb:duckdb	144804811	144415289	1.00
tpcds_q75/duckdb:duckdb	42172439	41117608	1.03
tpcds_q76/duckdb:duckdb	11819516	12189022	0.97
tpcds_q77/duckdb:duckdb	12193559	12284776	0.99
tpcds_q78/duckdb:duckdb	62849460	60806344	1.03
tpcds_q79/duckdb:duckdb	19052150	18689010	1.02
tpcds_q80/duckdb:duckdb	26346395	25729745	1.02
tpcds_q81/duckdb:duckdb	37862750	35419594	1.07
tpcds_q82/duckdb:duckdb	8168500	8762631	0.93
tpcds_q83/duckdb:duckdb	8934213	9229905	0.97
tpcds_q84/duckdb:duckdb 🚨	15587912	13938098	1.12
tpcds_q85/duckdb:duckdb	23991942	25030142	0.96
tpcds_q86/duckdb:duckdb	11363686	10660492	1.07
tpcds_q87/duckdb:duckdb	35024460	33634234	1.04
tpcds_q88/duckdb:duckdb	25613219	25779391	0.99
tpcds_q89/duckdb:duckdb	14969581	14789366	1.01
tpcds_q90/duckdb:duckdb	5461767	5557345	0.98
tpcds_q91/duckdb:duckdb	12773682	12275072	1.04
tpcds_q92/duckdb:duckdb	9199929	8996864	1.02
tpcds_q93/duckdb:duckdb	22281349	20643875	1.08
tpcds_q94/duckdb:duckdb	12243035	12808673	0.96
tpcds_q95/duckdb:duckdb 🚨	124239563	110071749	1.13
tpcds_q96/duckdb:duckdb	4620213	4769551	0.97
tpcds_q97/duckdb:duckdb	28803379	30068169	0.96
tpcds_q98/duckdb:duckdb	13318310	13606777	0.98
tpcds_q99/duckdb:duckdb	15919867	16257620	0.98

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+0.9%	+8.4%	-6.9%	+23.4%	➖ noise
1	datafusion:vortex-file-compressed	-6.6%	+8.4%	-13.8%	+18.6%	➖ noise
1	duckdb:duckdb	+0.5%	+8.4%	-7.3%	+22.3%	➖ noise
1	duckdb:vortex-compact	-2.0%	+8.4%	-9.6%	+20.4%	➖ noise
1	duckdb:vortex-file-compressed	-2.2%	+8.4%	-9.7%	+32.6%	➖ noise
2	datafusion:vortex-compact	-1.0%	+0.5%	-1.4%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-0.0%	+0.5%	-0.5%	+10.0%	➖ noise
2	duckdb:duckdb	-0.9%	+0.5%	-1.4%	+14.4%	➖ noise
2	duckdb:vortex-compact	+0.7%	+0.5%	+0.2%	+26.3%	➖ noise
2	duckdb:vortex-file-compressed	-8.1%	+0.5%	-8.5%	+10.0%	➖ noise
3	datafusion:vortex-compact	-2.9%	+0.6%	-3.5%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-1.3%	+0.6%	-1.8%	+25.8%	➖ noise
3	duckdb:duckdb	-1.2%	+0.6%	-1.7%	+16.0%	➖ noise
3	duckdb:vortex-compact	-0.3%	+0.6%	-0.8%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+5.6%	+0.6%	+5.0%	+10.0%	➖ noise
4	datafusion:vortex-compact	+0.6%	-0.2%	+0.9%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-3.4%	-0.2%	-3.1%	+10.0%	➖ noise
4	duckdb:duckdb	-4.7%	-0.2%	-4.5%	+10.0%	➖ noise
4	duckdb:vortex-compact	+5.5%	-0.2%	+5.8%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-6.2%	-0.2%	-6.0%	+11.4%	➖ noise
5	datafusion:vortex-compact	-2.4%	+1.3%	-3.6%	+10.5%	➖ noise
5	datafusion:vortex-file-compressed	+0.1%	+1.3%	-1.1%	+10.0%	➖ noise
5	duckdb:duckdb	-2.4%	+1.3%	-3.6%	+10.0%	➖ noise
5	duckdb:vortex-compact	-3.7%	+1.3%	-4.9%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+3.3%	+1.3%	+2.0%	+10.0%	➖ noise
6	datafusion:vortex-compact	+4.1%	-3.7%	+8.0%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+7.5%	-3.7%	+11.6%	+10.0%	🚨 regression
6	duckdb:duckdb	-3.9%	-3.7%	-0.3%	+12.8%	➖ noise
6	duckdb:vortex-compact	-5.8%	-3.7%	-2.2%	+11.8%	➖ noise
6	duckdb:vortex-file-compressed	-1.7%	-3.7%	+2.0%	+10.0%	➖ noise
7	datafusion:vortex-compact	+1.9%	-0.4%	+2.3%	+16.0%	➖ noise
7	datafusion:vortex-file-compressed	-0.5%	-0.4%	-0.2%	+10.0%	➖ noise
7	duckdb:duckdb	-1.9%	-0.4%	-1.5%	+23.6%	➖ noise
7	duckdb:vortex-compact	+1.4%	-0.4%	+1.8%	+10.9%	➖ noise
7	duckdb:vortex-file-compressed	-5.3%	-0.4%	-4.9%	+20.7%	➖ noise
8	datafusion:vortex-compact	-0.5%	+1.8%	-2.2%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-0.5%	+1.8%	-2.3%	+10.0%	➖ noise
8	duckdb:duckdb	-0.6%	+1.8%	-2.4%	+10.0%	➖ noise
8	duckdb:vortex-compact	+3.1%	+1.8%	+1.3%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-1.2%	+1.8%	-2.9%	+17.9%	➖ noise
9	datafusion:vortex-compact	-2.3%	+2.6%	-4.8%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-1.5%	+2.6%	-4.0%	+10.0%	➖ noise
9	duckdb:duckdb	+0.2%	+2.6%	-2.3%	+10.0%	➖ noise
9	duckdb:vortex-compact	-3.0%	+2.6%	-5.4%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-3.3%	+2.6%	-5.7%	+12.0%	➖ noise
10	datafusion:vortex-compact	+0.2%	+4.1%	-3.7%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+13.3%	+4.1%	+8.9%	+13.2%	➖ noise
10	duckdb:duckdb	-0.0%	+4.1%	-3.9%	+10.0%	➖ noise
10	duckdb:vortex-compact	+4.7%	+4.1%	+0.6%	+11.3%	➖ noise
10	duckdb:vortex-file-compressed	-2.0%	+4.1%	-5.8%	+10.0%	➖ noise
11	datafusion:vortex-compact	-0.7%	-1.9%	+1.2%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+1.0%	-1.9%	+2.9%	+10.0%	➖ noise
11	duckdb:duckdb	-6.0%	-1.9%	-4.2%	+10.0%	➖ noise
11	duckdb:vortex-compact	+1.7%	-1.9%	+3.6%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-2.6%	-1.9%	-0.7%	+10.1%	➖ noise
12	datafusion:vortex-compact	-12.0%	+4.2%	-15.5%	+16.1%	✅ faster
12	datafusion:vortex-file-compressed	-0.8%	+4.2%	-4.9%	+10.7%	➖ noise
12	duckdb:duckdb	-2.9%	+4.2%	-6.8%	+17.2%	➖ noise
12	duckdb:vortex-compact	-2.0%	+4.2%	-5.9%	+13.1%	➖ noise
12	duckdb:vortex-file-compressed	-2.7%	+4.2%	-6.6%	+12.5%	➖ noise
13	datafusion:vortex-compact	-0.6%	+0.7%	-1.3%	+18.0%	➖ noise
13	datafusion:vortex-file-compressed	-5.7%	+0.7%	-6.4%	+10.0%	➖ noise
13	duckdb:duckdb	-1.7%	+0.7%	-2.4%	+10.0%	➖ noise
13	duckdb:vortex-compact	+4.5%	+0.7%	+3.7%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-2.6%	+0.7%	-3.3%	+10.0%	➖ noise
14	datafusion:vortex-compact	+0.3%	+0.7%	-0.4%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+1.0%	+0.7%	+0.3%	+10.0%	➖ noise
14	duckdb:duckdb	-4.5%	+0.7%	-5.2%	+10.0%	➖ noise
14	duckdb:vortex-compact	+0.4%	+0.7%	-0.3%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-1.7%	+0.7%	-2.4%	+10.0%	➖ noise
15	datafusion:vortex-compact	-3.9%	-2.1%	-1.8%	+14.1%	➖ noise
15	datafusion:vortex-file-compressed	-0.6%	-2.1%	+1.5%	+15.1%	➖ noise
15	duckdb:duckdb	-4.4%	-2.1%	-2.3%	+12.3%	➖ noise
15	duckdb:vortex-compact	-0.6%	-2.1%	+1.6%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-3.5%	-2.1%	-1.4%	+10.0%	➖ noise
16	datafusion:vortex-compact	-0.8%	-0.9%	+0.2%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-1.4%	-0.9%	-0.5%	+10.0%	➖ noise
16	duckdb:duckdb	-4.3%	-0.9%	-3.4%	+14.1%	➖ noise
16	duckdb:vortex-compact	-0.4%	-0.9%	+0.5%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-1.2%	-0.9%	-0.3%	+10.0%	➖ noise
17	datafusion:vortex-compact	-4.9%	-3.2%	-1.8%	+10.1%	➖ noise
17	datafusion:vortex-file-compressed	-0.3%	-3.2%	+3.0%	+10.0%	➖ noise
17	duckdb:duckdb	-3.7%	-3.2%	-0.5%	+14.2%	➖ noise
17	duckdb:vortex-compact	-5.0%	-3.2%	-1.9%	+14.5%	➖ noise
17	duckdb:vortex-file-compressed	-0.2%	-3.2%	+3.1%	+10.0%	➖ noise
18	datafusion:vortex-compact	+0.4%	-4.7%	+5.4%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-0.7%	-4.7%	+4.2%	+10.4%	➖ noise
18	duckdb:duckdb	+1.1%	-4.7%	+6.1%	+11.0%	➖ noise
18	duckdb:vortex-compact	+2.6%	-4.7%	+7.7%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-5.8%	-4.7%	-1.1%	+10.0%	➖ noise
19	datafusion:vortex-compact	-3.1%	-0.9%	-2.2%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-5.3%	-0.9%	-4.4%	+22.9%	➖ noise
19	duckdb:duckdb	-0.7%	-0.9%	+0.2%	+12.0%	➖ noise
19	duckdb:vortex-compact	+0.8%	-0.9%	+1.7%	+11.1%	➖ noise
19	duckdb:vortex-file-compressed	+0.0%	-0.9%	+1.0%	+11.4%	➖ noise
20	datafusion:vortex-compact	+0.5%	-0.7%	+1.1%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	+3.4%	-0.7%	+4.1%	+10.0%	➖ noise
20	duckdb:duckdb	-7.5%	-0.7%	-6.9%	+11.2%	➖ noise
20	duckdb:vortex-compact	-5.9%	-0.7%	-5.3%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	+1.8%	-0.7%	+2.4%	+10.9%	➖ noise
21	datafusion:vortex-compact	-4.6%	-0.6%	-4.1%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	+2.1%	-0.6%	+2.7%	+10.0%	➖ noise
21	duckdb:duckdb	-10.9%	-0.6%	-10.4%	+18.6%	➖ noise
21	duckdb:vortex-compact	+4.0%	-0.6%	+4.7%	+14.1%	➖ noise
21	duckdb:vortex-file-compressed	-4.9%	-0.6%	-4.3%	+14.2%	➖ noise
22	datafusion:vortex-compact	-7.5%	+4.3%	-11.3%	+29.0%	➖ noise
22	datafusion:vortex-file-compressed	-23.0%	+4.3%	-26.2%	+32.7%	✅ faster
22	duckdb:duckdb	-3.1%	+4.3%	-7.1%	+15.2%	➖ noise
22	duckdb:vortex-compact	-6.8%	+4.3%	-10.6%	+15.2%	➖ noise
22	duckdb:vortex-file-compressed	-0.7%	+4.3%	-4.8%	+14.5%	➖ noise
23	datafusion:vortex-compact	+1.4%	+2.4%	-1.1%	+10.0%	➖ noise
23	datafusion:vortex-file-compressed	-0.6%	+2.4%	-3.0%	+11.1%	➖ noise
23	duckdb:duckdb	+7.1%	+2.4%	+4.6%	+16.3%	➖ noise
23	duckdb:vortex-compact	-0.3%	+2.4%	-2.7%	+11.8%	➖ noise
23	duckdb:vortex-file-compressed	-0.7%	+2.4%	-3.1%	+14.2%	➖ noise
24	datafusion:vortex-compact	-0.4%	+0.4%	-0.8%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	-2.8%	+0.4%	-3.2%	+11.1%	➖ noise
24	duckdb:duckdb	-0.5%	+0.4%	-0.9%	+10.1%	➖ noise
24	duckdb:vortex-compact	-2.2%	+0.4%	-2.6%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	+0.4%	+0.4%	-0.0%	+12.9%	➖ noise
25	datafusion:vortex-compact	-1.2%	-0.6%	-0.6%	+10.3%	➖ noise
25	datafusion:vortex-file-compressed	-0.0%	-0.6%	+0.5%	+10.0%	➖ noise
25	duckdb:duckdb	-1.2%	-0.6%	-0.6%	+10.6%	➖ noise
25	duckdb:vortex-compact	+1.0%	-0.6%	+1.6%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	+2.9%	-0.6%	+3.5%	+10.9%	➖ noise
26	datafusion:vortex-compact	-6.8%	+0.5%	-7.3%	+11.0%	➖ noise
26	datafusion:vortex-file-compressed	-2.1%	+0.5%	-2.6%	+10.0%	➖ noise
26	duckdb:duckdb	+4.0%	+0.5%	+3.4%	+11.4%	➖ noise
26	duckdb:vortex-compact	-0.6%	+0.5%	-1.1%	+12.6%	➖ noise
26	duckdb:vortex-file-compressed	-5.6%	+0.5%	-6.1%	+10.0%	➖ noise
27	datafusion:vortex-compact	-3.8%	-0.6%	-3.2%	+10.0%	➖ noise
27	datafusion:vortex-file-compressed	+0.8%	-0.6%	+1.4%	+10.0%	➖ noise
27	duckdb:duckdb	-2.3%	-0.6%	-1.7%	+17.8%	➖ noise
27	duckdb:vortex-compact	-2.6%	-0.6%	-2.0%	+14.4%	➖ noise
27	duckdb:vortex-file-compressed	-8.3%	-0.6%	-7.8%	+16.4%	➖ noise
28	datafusion:vortex-compact	-2.9%	-0.6%	-2.3%	+14.2%	➖ noise
28	datafusion:vortex-file-compressed	-5.1%	-0.6%	-4.6%	+10.0%	➖ noise
28	duckdb:duckdb	-0.5%	-0.6%	+0.1%	+10.0%	➖ noise
28	duckdb:vortex-compact	-0.6%	-0.6%	+0.0%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	-0.4%	-0.6%	+0.2%	+10.0%	➖ noise
29	datafusion:vortex-compact	+0.8%	+0.7%	+0.1%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	-4.6%	+0.7%	-5.3%	+10.0%	➖ noise
29	duckdb:duckdb	+3.8%	+0.7%	+3.1%	+12.1%	➖ noise
29	duckdb:vortex-compact	-1.8%	+0.7%	-2.5%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	+0.5%	+0.7%	-0.2%	+10.0%	➖ noise
30	datafusion:vortex-compact	+3.5%	-1.1%	+4.7%	+10.9%	➖ noise
30	datafusion:vortex-file-compressed	+0.7%	-1.1%	+1.8%	+13.3%	➖ noise
30	duckdb:duckdb	-3.9%	-1.1%	-2.9%	+10.0%	➖ noise
30	duckdb:vortex-compact	+1.9%	-1.1%	+3.0%	+12.0%	➖ noise
30	duckdb:vortex-file-compressed	-0.8%	-1.1%	+0.3%	+10.0%	➖ noise
31	datafusion:vortex-compact	-2.3%	-1.2%	-1.1%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	-1.8%	-1.2%	-0.6%	+10.3%	➖ noise
31	duckdb:duckdb	+3.4%	-1.2%	+4.7%	+12.3%	➖ noise
31	duckdb:vortex-compact	+2.3%	-1.2%	+3.5%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	-2.4%	-1.2%	-1.2%	+10.1%	➖ noise
32	datafusion:vortex-compact	-2.3%	+1.6%	-3.8%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	+1.0%	+1.6%	-0.6%	+10.0%	➖ noise
32	duckdb:duckdb	+9.1%	+1.6%	+7.4%	+15.1%	➖ noise
32	duckdb:vortex-compact	-3.2%	+1.6%	-4.7%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	-6.5%	+1.6%	-7.9%	+10.1%	➖ noise
33	datafusion:vortex-compact	-1.6%	-2.2%	+0.7%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	+0.5%	-2.2%	+2.7%	+10.0%	➖ noise
33	duckdb:duckdb	-1.4%	-2.2%	+0.8%	+10.8%	➖ noise
33	duckdb:vortex-compact	-1.7%	-2.2%	+0.5%	+14.6%	➖ noise
33	duckdb:vortex-file-compressed	-1.9%	-2.2%	+0.3%	+10.0%	➖ noise
34	datafusion:vortex-compact	-0.5%	-4.2%	+3.8%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	-2.2%	-4.2%	+2.1%	+10.0%	➖ noise
34	duckdb:duckdb	-0.2%	-4.2%	+4.1%	+10.0%	➖ noise
34	duckdb:vortex-compact	+2.8%	-4.2%	+7.2%	+15.7%	➖ noise
34	duckdb:vortex-file-compressed	+2.3%	-4.2%	+6.8%	+10.0%	➖ noise
35	datafusion:vortex-compact	-1.6%	-3.0%	+1.5%	+11.2%	➖ noise
35	datafusion:vortex-file-compressed	-1.1%	-3.0%	+2.0%	+10.0%	➖ noise
35	duckdb:duckdb	-2.3%	-3.0%	+0.7%	+14.5%	➖ noise
35	duckdb:vortex-compact	-0.0%	-3.0%	+3.1%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	+0.9%	-3.0%	+4.1%	+10.0%	➖ noise
36	datafusion:vortex-compact	-3.5%	+0.4%	-3.8%	+10.5%	➖ noise
36	datafusion:vortex-file-compressed	-0.0%	+0.4%	-0.4%	+12.5%	➖ noise
36	duckdb:duckdb	+0.0%	+0.4%	-0.3%	+10.0%	➖ noise
36	duckdb:vortex-compact	+0.9%	+0.4%	+0.5%	+10.0%	➖ noise
36	duckdb:vortex-file-compressed	+0.5%	+0.4%	+0.1%	+17.6%	➖ noise
37	datafusion:vortex-compact	+4.6%	+2.4%	+2.2%	+10.0%	➖ noise
37	datafusion:vortex-file-compressed	+0.5%	+2.4%	-1.9%	+12.3%	➖ noise
37	duckdb:duckdb	-4.9%	+2.4%	-7.1%	+14.1%	➖ noise
37	duckdb:vortex-compact	+0.5%	+2.4%	-1.9%	+11.1%	➖ noise
37	duckdb:vortex-file-compressed	-6.6%	+2.4%	-8.8%	+10.4%	➖ noise
38	datafusion:vortex-compact	+2.4%	-0.4%	+2.9%	+10.9%	➖ noise
38	datafusion:vortex-file-compressed	+0.5%	-0.4%	+0.9%	+10.0%	➖ noise
38	duckdb:duckdb	+1.9%	-0.4%	+2.3%	+10.8%	➖ noise
38	duckdb:vortex-compact	+2.9%	-0.4%	+3.3%	+10.0%	➖ noise
38	duckdb:vortex-file-compressed	+3.1%	-0.4%	+3.5%	+11.1%	➖ noise
39	datafusion:vortex-compact	-4.6%	-0.5%	-4.1%	+12.1%	➖ noise
39	datafusion:vortex-file-compressed	-1.5%	-0.5%	-1.0%	+10.0%	➖ noise
39	duckdb:duckdb	+25.7%	-0.5%	+26.3%	+29.0%	➖ noise
39	duckdb:vortex-compact	-0.4%	-0.5%	+0.1%	+20.8%	➖ noise
39	duckdb:vortex-file-compressed	-0.9%	-0.5%	-0.5%	+11.9%	➖ noise
40	datafusion:vortex-compact	+1.5%	-0.0%	+1.5%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	+0.7%	-0.0%	+0.8%	+10.9%	➖ noise
40	duckdb:duckdb	+7.6%	-0.0%	+7.6%	+10.0%	➖ noise
40	duckdb:vortex-compact	+3.8%	-0.0%	+3.9%	+12.2%	➖ noise
40	duckdb:vortex-file-compressed	+2.5%	-0.0%	+2.6%	+14.8%	➖ noise
41	datafusion:vortex-compact	-0.5%	+0.2%	-0.7%	+11.6%	➖ noise
41	datafusion:vortex-file-compressed	+2.5%	+0.2%	+2.2%	+10.0%	➖ noise
41	duckdb:duckdb	-3.0%	+0.2%	-3.2%	+10.0%	➖ noise
41	duckdb:vortex-compact	-1.2%	+0.2%	-1.4%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	-0.7%	+0.2%	-0.9%	+10.0%	➖ noise
42	datafusion:vortex-compact	-1.0%	+1.6%	-2.6%	+11.1%	➖ noise
42	datafusion:vortex-file-compressed	+1.2%	+1.6%	-0.4%	+10.0%	➖ noise
42	duckdb:duckdb	+0.7%	+1.6%	-1.0%	+16.0%	➖ noise
42	duckdb:vortex-compact	-0.3%	+1.6%	-1.9%	+10.0%	➖ noise
42	duckdb:vortex-file-compressed	-2.1%	+1.6%	-3.7%	+13.7%	➖ noise
43	datafusion:vortex-compact	-1.6%	-1.2%	-0.4%	+12.2%	➖ noise
43	datafusion:vortex-file-compressed	+0.9%	-1.2%	+2.2%	+10.2%	➖ noise
43	duckdb:duckdb	-6.7%	-1.2%	-5.6%	+12.3%	➖ noise
43	duckdb:vortex-compact	-0.5%	-1.2%	+0.7%	+23.2%	➖ noise
43	duckdb:vortex-file-compressed	-1.9%	-1.2%	-0.7%	+12.9%	➖ noise
44	datafusion:vortex-compact	-7.0%	-3.4%	-3.8%	+10.0%	➖ noise
44	datafusion:vortex-file-compressed	-5.1%	-3.4%	-1.8%	+10.6%	➖ noise
44	duckdb:duckdb	-9.3%	-3.4%	-6.1%	+13.8%	➖ noise
44	duckdb:vortex-compact	+1.5%	-3.4%	+5.1%	+10.0%	➖ noise
44	duckdb:vortex-file-compressed	+0.8%	-3.4%	+4.3%	+10.0%	➖ noise
45	datafusion:vortex-compact	-2.4%	-1.2%	-1.1%	+10.0%	➖ noise
45	datafusion:vortex-file-compressed	+2.3%	-1.2%	+3.6%	+10.0%	➖ noise
45	duckdb:duckdb	+4.2%	-1.2%	+5.5%	+10.2%	➖ noise
45	duckdb:vortex-compact	-1.3%	-1.2%	-0.0%	+11.7%	➖ noise
45	duckdb:vortex-file-compressed	-2.1%	-1.2%	-0.9%	+10.0%	➖ noise
46	datafusion:vortex-compact	-1.4%	-1.4%	+0.0%	+10.0%	➖ noise
46	datafusion:vortex-file-compressed	-2.7%	-1.4%	-1.3%	+14.7%	➖ noise
46	duckdb:duckdb	+6.3%	-1.4%	+7.8%	+10.0%	➖ noise
46	duckdb:vortex-compact	+5.0%	-1.4%	+6.6%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	-0.7%	-1.4%	+0.7%	+10.0%	➖ noise
47	datafusion:vortex-compact	+1.3%	-1.5%	+2.9%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	+1.3%	-1.5%	+2.8%	+10.0%	➖ noise
47	duckdb:duckdb	+0.4%	-1.5%	+1.9%	+10.7%	➖ noise
47	duckdb:vortex-compact	+0.0%	-1.5%	+1.5%	+10.0%	➖ noise
47	duckdb:vortex-file-compressed	-4.6%	-1.5%	-3.2%	+10.0%	➖ noise
48	datafusion:vortex-compact	-3.9%	-1.8%	-2.1%	+10.3%	➖ noise
48	datafusion:vortex-file-compressed	-7.2%	-1.8%	-5.5%	+10.0%	➖ noise
48	duckdb:duckdb	+1.4%	-1.8%	+3.3%	+10.0%	➖ noise
48	duckdb:vortex-compact	-4.8%	-1.8%	-3.0%	+10.0%	➖ noise
48	duckdb:vortex-file-compressed	-0.6%	-1.8%	+1.2%	+11.3%	➖ noise
49	datafusion:vortex-compact	-8.0%	+0.7%	-8.6%	+11.3%	➖ noise
49	datafusion:vortex-file-compressed	-1.9%	+0.7%	-2.6%	+11.7%	➖ noise
49	duckdb:duckdb	+1.0%	+0.7%	+0.3%	+15.6%	➖ noise
49	duckdb:vortex-compact	-6.8%	+0.7%	-7.4%	+11.5%	➖ noise
49	duckdb:vortex-file-compressed	+13.4%	+0.7%	+12.6%	+25.4%	➖ noise
50	datafusion:vortex-compact	-2.1%	+1.5%	-3.5%	+10.0%	➖ noise
50	datafusion:vortex-file-compressed	-0.3%	+1.5%	-1.8%	+10.0%	➖ noise
50	duckdb:duckdb	+0.4%	+1.5%	-1.1%	+10.7%	➖ noise
50	duckdb:vortex-compact	+1.1%	+1.5%	-0.5%	+12.2%	➖ noise
50	duckdb:vortex-file-compressed	+1.6%	+1.5%	+0.1%	+10.0%	➖ noise
51	datafusion:vortex-compact	+0.1%	-1.2%	+1.4%	+10.0%	➖ noise
51	datafusion:vortex-file-compressed	+0.2%	-1.2%	+1.5%	+10.0%	➖ noise
51	duckdb:duckdb	-0.8%	-1.2%	+0.4%	+10.0%	➖ noise
51	duckdb:vortex-compact	-2.6%	-1.2%	-1.4%	+10.0%	➖ noise
51	duckdb:vortex-file-compressed	-2.7%	-1.2%	-1.5%	+10.0%	➖ noise
52	datafusion:vortex-compact	-7.1%	-9.1%	+2.2%	+13.0%	➖ noise
52	datafusion:vortex-file-compressed	+3.2%	-9.1%	+13.5%	+10.0%	🚨 regression
52	duckdb:duckdb	-0.5%	-9.1%	+9.5%	+17.6%	➖ noise
52	duckdb:vortex-compact	-1.5%	-9.1%	+8.3%	+10.9%	➖ noise
52	duckdb:vortex-file-compressed	+4.0%	-9.1%	+14.4%	+29.8%	➖ noise
53	datafusion:vortex-compact	-0.4%	+0.6%	-1.0%	+13.5%	➖ noise
53	datafusion:vortex-file-compressed	+1.0%	+0.6%	+0.4%	+17.4%	➖ noise
53	duckdb:duckdb	-3.1%	+0.6%	-3.7%	+10.0%	➖ noise
53	duckdb:vortex-compact	+2.4%	+0.6%	+1.8%	+10.0%	➖ noise
53	duckdb:vortex-file-compressed	+2.5%	+0.6%	+1.9%	+10.0%	➖ noise
54	datafusion:vortex-compact	-0.2%	-4.2%	+4.1%	+10.0%	➖ noise
54	datafusion:vortex-file-compressed	-0.3%	-4.2%	+4.0%	+15.9%	➖ noise
54	duckdb:duckdb	+1.3%	-4.2%	+5.7%	+11.1%	➖ noise
54	duckdb:vortex-compact	-7.3%	-4.2%	-3.3%	+13.0%	➖ noise
54	duckdb:vortex-file-compressed	-3.0%	-4.2%	+1.2%	+10.0%	➖ noise
55	datafusion:vortex-compact	-2.2%	+1.6%	-3.7%	+10.0%	➖ noise
55	datafusion:vortex-file-compressed	-1.4%	+1.6%	-2.9%	+10.0%	➖ noise
55	duckdb:duckdb	+4.0%	+1.6%	+2.4%	+16.7%	➖ noise
55	duckdb:vortex-compact	-7.7%	+1.6%	-9.1%	+16.2%	➖ noise
55	duckdb:vortex-file-compressed	+0.1%	+1.6%	-1.4%	+10.5%	➖ noise
56	datafusion:vortex-compact	-3.4%	-0.7%	-2.7%	+10.0%	➖ noise
56	datafusion:vortex-file-compressed	+1.8%	-0.7%	+2.5%	+10.0%	➖ noise
56	duckdb:duckdb	+1.8%	-0.7%	+2.5%	+10.0%	➖ noise
56	duckdb:vortex-compact	-1.7%	-0.7%	-1.0%	+10.7%	➖ noise
56	duckdb:vortex-file-compressed	-1.7%	-0.7%	-1.1%	+23.5%	➖ noise
57	datafusion:vortex-compact	-0.1%	-4.0%	+4.0%	+10.2%	➖ noise
57	datafusion:vortex-file-compressed	-5.7%	-4.0%	-1.8%	+10.0%	➖ noise
57	duckdb:duckdb	+0.1%	-4.0%	+4.3%	+17.8%	➖ noise
57	duckdb:vortex-compact	+1.8%	-4.0%	+6.0%	+10.0%	➖ noise
57	duckdb:vortex-file-compressed	-1.0%	-4.0%	+3.1%	+10.0%	➖ noise
58	datafusion:vortex-compact	-0.8%	-0.9%	+0.1%	+10.0%	➖ noise
58	datafusion:vortex-file-compressed	-4.1%	-0.9%	-3.3%	+10.0%	➖ noise
58	duckdb:duckdb	-7.2%	-0.9%	-6.4%	+12.2%	➖ noise
58	duckdb:vortex-compact	-0.0%	-0.9%	+0.9%	+10.0%	➖ noise
58	duckdb:vortex-file-compressed	+2.1%	-0.9%	+3.0%	+10.0%	➖ noise
59	datafusion:vortex-compact	-0.2%	+0.8%	-1.0%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	+0.5%	+0.8%	-0.3%	+10.0%	➖ noise
59	duckdb:duckdb	+2.4%	+0.8%	+1.6%	+10.0%	➖ noise
59	duckdb:vortex-compact	+0.8%	+0.8%	+0.0%	+10.4%	➖ noise
59	duckdb:vortex-file-compressed	+1.6%	+0.8%	+0.8%	+10.0%	➖ noise
60	datafusion:vortex-compact	+4.4%	+0.2%	+4.2%	+10.0%	➖ noise
60	datafusion:vortex-file-compressed	-2.0%	+0.2%	-2.3%	+10.0%	➖ noise
60	duckdb:duckdb	-2.6%	+0.2%	-2.8%	+11.9%	➖ noise
60	duckdb:vortex-compact	+2.8%	+0.2%	+2.6%	+10.0%	➖ noise
60	duckdb:vortex-file-compressed	+0.1%	+0.2%	-0.2%	+15.5%	➖ noise
61	datafusion:vortex-compact	+2.3%	-2.0%	+4.4%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	-1.8%	-2.0%	+0.2%	+10.0%	➖ noise
61	duckdb:duckdb	-3.2%	-2.0%	-1.2%	+10.0%	➖ noise
61	duckdb:vortex-compact	+2.0%	-2.0%	+4.1%	+10.0%	➖ noise
61	duckdb:vortex-file-compressed	+15.0%	-2.0%	+17.3%	+17.0%	🚨 regression
62	datafusion:vortex-compact	-13.2%	+8.8%	-20.2%	+26.7%	➖ noise
62	datafusion:vortex-file-compressed	+2.6%	+8.8%	-5.7%	+22.5%	➖ noise
62	duckdb:duckdb	+2.6%	+8.8%	-5.7%	+24.9%	➖ noise
62	duckdb:vortex-compact	+5.5%	+8.8%	-3.0%	+23.6%	➖ noise
62	duckdb:vortex-file-compressed	+4.3%	+8.8%	-4.1%	+20.7%	➖ noise
63	datafusion:vortex-compact	-0.4%	-0.8%	+0.4%	+10.0%	➖ noise
63	datafusion:vortex-file-compressed	-2.8%	-0.8%	-2.0%	+10.0%	➖ noise
63	duckdb:duckdb	+2.4%	-0.8%	+3.2%	+10.0%	➖ noise
63	duckdb:vortex-compact	+3.4%	-0.8%	+4.3%	+10.0%	➖ noise
63	duckdb:vortex-file-compressed	+0.5%	-0.8%	+1.3%	+10.0%	➖ noise
64	datafusion:vortex-compact	+0.1%	-0.1%	+0.2%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	-0.7%	-0.1%	-0.7%	+10.0%	➖ noise
64	duckdb:duckdb	+0.7%	-0.1%	+0.8%	+10.0%	➖ noise
64	duckdb:vortex-compact	-3.6%	-0.1%	-3.5%	+10.0%	➖ noise
64	duckdb:vortex-file-compressed	-5.8%	-0.1%	-5.7%	+10.3%	➖ noise
65	datafusion:vortex-compact	+1.8%	+0.7%	+1.0%	+21.7%	➖ noise
65	datafusion:vortex-file-compressed	-1.1%	+0.7%	-1.8%	+10.0%	➖ noise
65	duckdb:duckdb	-1.1%	+0.7%	-1.8%	+16.2%	➖ noise
65	duckdb:vortex-compact	-1.2%	+0.7%	-1.9%	+10.0%	➖ noise
65	duckdb:vortex-file-compressed	+2.4%	+0.7%	+1.7%	+10.0%	➖ noise
66	datafusion:vortex-compact	+3.8%	+4.6%	-0.8%	+12.2%	➖ noise
66	datafusion:vortex-file-compressed	-2.5%	+4.6%	-6.8%	+13.0%	➖ noise
66	duckdb:duckdb	+0.8%	+4.6%	-3.7%	+11.1%	➖ noise
66	duckdb:vortex-compact	-11.7%	+4.6%	-15.6%	+16.5%	✅ faster
66	duckdb:vortex-file-compressed	+0.2%	+4.6%	-4.2%	+10.1%	➖ noise
67	datafusion:vortex-compact	-6.0%	+1.6%	-7.5%	+10.8%	➖ noise
67	datafusion:vortex-file-compressed	+3.9%	+1.6%	+2.3%	+11.1%	➖ noise
67	duckdb:duckdb	+0.7%	+1.6%	-0.9%	+10.0%	➖ noise
67	duckdb:vortex-compact	-0.5%	+1.6%	-2.1%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	-1.7%	+1.6%	-3.2%	+10.0%	➖ noise
68	datafusion:vortex-compact	-0.9%	-2.7%	+1.9%	+10.0%	➖ noise
68	datafusion:vortex-file-compressed	-2.6%	-2.7%	+0.0%	+10.9%	➖ noise
68	duckdb:duckdb	+5.2%	-2.7%	+8.1%	+12.8%	➖ noise
68	duckdb:vortex-compact	-1.8%	-2.7%	+0.9%	+10.0%	➖ noise
68	duckdb:vortex-file-compressed	-4.4%	-2.7%	-1.8%	+10.0%	➖ noise
69	datafusion:vortex-compact	-1.3%	-0.5%	-0.8%	+10.0%	➖ noise
69	datafusion:vortex-file-compressed	-0.0%	-0.5%	+0.5%	+10.0%	➖ noise
69	duckdb:duckdb	-6.9%	-0.5%	-6.4%	+10.8%	➖ noise
69	duckdb:vortex-compact	-1.4%	-0.5%	-0.9%	+10.5%	➖ noise
69	duckdb:vortex-file-compressed	+2.4%	-0.5%	+2.9%	+10.6%	➖ noise
70	datafusion:vortex-compact	+0.4%	-2.3%	+2.8%	+17.4%	➖ noise
70	datafusion:vortex-file-compressed	-5.2%	-2.3%	-3.0%	+13.8%	➖ noise
70	duckdb:duckdb	-1.6%	-2.3%	+0.7%	+15.9%	➖ noise
70	duckdb:vortex-compact	-2.3%	-2.3%	-0.0%	+14.1%	➖ noise
70	duckdb:vortex-file-compressed	-5.5%	-2.3%	-3.3%	+16.2%	➖ noise
71	datafusion:vortex-compact	+0.7%	+1.0%	-0.3%	+10.0%	➖ noise
71	datafusion:vortex-file-compressed	-2.6%	+1.0%	-3.5%	+10.0%	➖ noise
71	duckdb:duckdb	-0.5%	+1.0%	-1.5%	+12.3%	➖ noise
71	duckdb:vortex-compact	+0.4%	+1.0%	-0.6%	+10.4%	➖ noise
71	duckdb:vortex-file-compressed	+6.3%	+1.0%	+5.2%	+10.0%	➖ noise
72	datafusion:vortex-compact	-0.5%	-0.3%	-0.1%	+10.0%	➖ noise
72	datafusion:vortex-file-compressed	-0.7%	-0.3%	-0.4%	+10.0%	➖ noise
72	duckdb:duckdb	+0.5%	-0.3%	+0.8%	+10.0%	➖ noise
72	duckdb:vortex-compact	-1.3%	-0.3%	-0.9%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	+0.1%	-0.3%	+0.5%	+10.0%	➖ noise
73	datafusion:vortex-compact	-1.4%	-0.5%	-0.9%	+10.4%	➖ noise
73	datafusion:vortex-file-compressed	-2.6%	-0.5%	-2.1%	+10.0%	➖ noise
73	duckdb:duckdb	-3.8%	-0.5%	-3.3%	+13.9%	➖ noise
73	duckdb:vortex-compact	+2.3%	-0.5%	+2.8%	+10.0%	➖ noise
73	duckdb:vortex-file-compressed	+3.8%	-0.5%	+4.2%	+10.0%	➖ noise
74	datafusion:vortex-compact	+0.8%	+0.1%	+0.7%	+10.0%	➖ noise
74	datafusion:vortex-file-compressed	-3.3%	+0.1%	-3.4%	+15.6%	➖ noise
74	duckdb:duckdb	+0.3%	+0.1%	+0.2%	+10.0%	➖ noise
74	duckdb:vortex-compact	+0.3%	+0.1%	+0.1%	+22.8%	➖ noise
74	duckdb:vortex-file-compressed	-9.3%	+0.1%	-9.4%	+28.4%	➖ noise
75	datafusion:vortex-compact	-3.4%	+1.7%	-5.1%	+10.0%	➖ noise
75	datafusion:vortex-file-compressed	-5.0%	+1.7%	-6.6%	+12.8%	➖ noise
75	duckdb:duckdb	+2.6%	+1.7%	+0.9%	+10.5%	➖ noise
75	duckdb:vortex-compact	+3.4%	+1.7%	+1.7%	+10.0%	➖ noise
75	duckdb:vortex-file-compressed	+2.2%	+1.7%	+0.5%	+10.0%	➖ noise
76	datafusion:vortex-compact	+1.4%	+0.6%	+0.8%	+10.0%	➖ noise
76	datafusion:vortex-file-compressed	-3.1%	+0.6%	-3.7%	+15.6%	➖ noise
76	duckdb:duckdb	-3.0%	+0.6%	-3.6%	+15.9%	➖ noise
76	duckdb:vortex-compact	-4.8%	+0.6%	-5.4%	+10.0%	➖ noise
76	duckdb:vortex-file-compressed	-9.3%	+0.6%	-9.8%	+23.2%	➖ noise
77	datafusion:vortex-compact	-4.5%	+0.8%	-5.2%	+10.0%	➖ noise
77	datafusion:vortex-file-compressed	-2.5%	+0.8%	-3.3%	+15.6%	➖ noise
77	duckdb:duckdb	-0.7%	+0.8%	-1.5%	+10.0%	➖ noise
77	duckdb:vortex-compact	+7.1%	+0.8%	+6.3%	+17.7%	➖ noise
77	duckdb:vortex-file-compressed	+1.0%	+0.8%	+0.3%	+22.5%	➖ noise
78	datafusion:vortex-compact	-1.1%	+1.8%	-2.9%	+10.0%	➖ noise
78	datafusion:vortex-file-compressed	-1.9%	+1.8%	-3.6%	+10.0%	➖ noise
78	duckdb:duckdb	+3.4%	+1.8%	+1.5%	+11.2%	➖ noise
78	duckdb:vortex-compact	-2.0%	+1.8%	-3.8%	+10.0%	➖ noise
78	duckdb:vortex-file-compressed	-1.8%	+1.8%	-3.5%	+10.0%	➖ noise
79	datafusion:vortex-compact	-1.3%	+1.1%	-2.3%	+10.0%	➖ noise
79	datafusion:vortex-file-compressed	-3.8%	+1.1%	-4.9%	+10.0%	➖ noise
79	duckdb:duckdb	+1.9%	+1.1%	+0.8%	+10.0%	➖ noise
79	duckdb:vortex-compact	-1.1%	+1.1%	-2.2%	+10.0%	➖ noise
79	duckdb:vortex-file-compressed	-0.8%	+1.1%	-1.9%	+10.0%	➖ noise
80	datafusion:vortex-compact	-1.6%	+0.3%	-1.9%	+10.0%	➖ noise
80	datafusion:vortex-file-compressed	+1.8%	+0.3%	+1.5%	+10.8%	➖ noise
80	duckdb:duckdb	+2.4%	+0.3%	+2.1%	+26.2%	➖ noise
80	duckdb:vortex-compact	-2.0%	+0.3%	-2.3%	+10.0%	➖ noise
80	duckdb:vortex-file-compressed	-9.2%	+0.3%	-9.5%	+11.2%	➖ noise
81	datafusion:vortex-compact	+6.3%	-1.8%	+8.3%	+10.5%	➖ noise
81	datafusion:vortex-file-compressed	-2.3%	-1.8%	-0.5%	+10.0%	➖ noise
81	duckdb:duckdb	+6.9%	-1.8%	+8.9%	+10.2%	➖ noise
81	duckdb:vortex-compact	-6.9%	-1.8%	-5.1%	+12.5%	➖ noise
81	duckdb:vortex-file-compressed	-3.3%	-1.8%	-1.5%	+11.8%	➖ noise
82	datafusion:vortex-compact	-1.4%	+4.7%	-5.8%	+10.0%	➖ noise
82	datafusion:vortex-file-compressed	-3.3%	+4.7%	-7.6%	+13.5%	➖ noise
82	duckdb:duckdb	-6.8%	+4.7%	-10.9%	+14.3%	➖ noise
82	duckdb:vortex-compact	-10.7%	+4.7%	-14.7%	+11.7%	✅ faster
82	duckdb:vortex-file-compressed	-0.8%	+4.7%	-5.2%	+10.4%	➖ noise
83	datafusion:vortex-compact	-1.0%	-1.3%	+0.3%	+10.0%	➖ noise
83	datafusion:vortex-file-compressed	-4.2%	-1.3%	-2.9%	+10.0%	➖ noise
83	duckdb:duckdb	-3.2%	-1.3%	-1.9%	+13.5%	➖ noise
83	duckdb:vortex-compact	-0.4%	-1.3%	+0.9%	+10.2%	➖ noise
83	duckdb:vortex-file-compressed	-2.6%	-1.3%	-1.3%	+11.1%	➖ noise
84	datafusion:vortex-compact	-5.5%	-2.1%	-3.5%	+15.6%	➖ noise
84	datafusion:vortex-file-compressed	-1.5%	-2.1%	+0.6%	+10.0%	➖ noise
84	duckdb:duckdb	+11.8%	-2.1%	+14.3%	+11.3%	🚨 regression
84	duckdb:vortex-compact	+1.0%	-2.1%	+3.1%	+10.0%	➖ noise
84	duckdb:vortex-file-compressed	-5.9%	-2.1%	-3.8%	+14.9%	➖ noise
85	datafusion:vortex-compact	-2.8%	+0.3%	-3.1%	+12.6%	➖ noise
85	datafusion:vortex-file-compressed	-3.3%	+0.3%	-3.6%	+10.0%	➖ noise
85	duckdb:duckdb	-4.1%	+0.3%	-4.4%	+10.0%	➖ noise
85	duckdb:vortex-compact	-8.5%	+0.3%	-8.7%	+10.0%	➖ noise
85	duckdb:vortex-file-compressed	+4.8%	+0.3%	+4.6%	+10.0%	➖ noise
86	datafusion:vortex-compact	-6.0%	-2.4%	-3.7%	+20.1%	➖ noise
86	datafusion:vortex-file-compressed	-2.5%	-2.4%	-0.1%	+18.2%	➖ noise
86	duckdb:duckdb	+6.6%	-2.4%	+9.2%	+15.3%	➖ noise
86	duckdb:vortex-compact	-3.3%	-2.4%	-0.9%	+20.8%	➖ noise
86	duckdb:vortex-file-compressed	-0.6%	-2.4%	+1.9%	+13.1%	➖ noise
87	datafusion:vortex-compact	-5.6%	+2.3%	-7.7%	+10.0%	➖ noise
87	datafusion:vortex-file-compressed	-1.0%	+2.3%	-3.3%	+10.9%	➖ noise
87	duckdb:duckdb	+4.1%	+2.3%	+1.8%	+10.4%	➖ noise
87	duckdb:vortex-compact	+4.7%	+2.3%	+2.3%	+10.8%	➖ noise
87	duckdb:vortex-file-compressed	-5.7%	+2.3%	-7.8%	+15.1%	➖ noise
88	datafusion:vortex-compact	-0.7%	+2.1%	-2.8%	+10.0%	➖ noise
88	datafusion:vortex-file-compressed	-2.8%	+2.1%	-4.8%	+10.0%	➖ noise
88	duckdb:duckdb	-0.6%	+2.1%	-2.7%	+10.0%	➖ noise
88	duckdb:vortex-compact	-3.3%	+2.1%	-5.3%	+10.0%	➖ noise
88	duckdb:vortex-file-compressed	-2.6%	+2.1%	-4.7%	+11.2%	➖ noise
89	datafusion:vortex-compact	-0.5%	+3.0%	-3.4%	+10.0%	➖ noise
89	datafusion:vortex-file-compressed	-1.1%	+3.0%	-4.0%	+10.0%	➖ noise
89	duckdb:duckdb	+1.2%	+3.0%	-1.7%	+10.9%	➖ noise
89	duckdb:vortex-compact	-1.6%	+3.0%	-4.5%	+10.0%	➖ noise
89	duckdb:vortex-file-compressed	-1.6%	+3.0%	-4.5%	+12.9%	➖ noise
90	datafusion:vortex-compact	+2.1%	-1.8%	+4.1%	+15.9%	➖ noise
90	datafusion:vortex-file-compressed	+3.8%	-1.8%	+5.7%	+15.3%	➖ noise
90	duckdb:duckdb	-1.7%	-1.8%	+0.1%	+10.0%	➖ noise
90	duckdb:vortex-compact	-2.2%	-1.8%	-0.4%	+10.0%	➖ noise
90	duckdb:vortex-file-compressed	-3.8%	-1.8%	-2.0%	+10.0%	➖ noise
91	datafusion:vortex-compact	-2.9%	+1.1%	-4.0%	+10.0%	➖ noise
91	datafusion:vortex-file-compressed	+1.5%	+1.1%	+0.4%	+10.0%	➖ noise
91	duckdb:duckdb	+4.1%	+1.1%	+2.9%	+10.7%	➖ noise
91	duckdb:vortex-compact	+3.0%	+1.1%	+1.8%	+10.0%	➖ noise
91	duckdb:vortex-file-compressed	+1.6%	+1.1%	+0.5%	+10.0%	➖ noise
92	datafusion:vortex-compact	-3.9%	+2.6%	-6.3%	+17.5%	➖ noise
92	datafusion:vortex-file-compressed	-3.9%	+2.6%	-6.3%	+14.2%	➖ noise
92	duckdb:duckdb	+2.3%	+2.6%	-0.3%	+22.9%	➖ noise
92	duckdb:vortex-compact	-7.8%	+2.6%	-10.1%	+22.7%	➖ noise
92	duckdb:vortex-file-compressed	+6.8%	+2.6%	+4.2%	+21.4%	➖ noise
93	datafusion:vortex-compact	-3.2%	-1.7%	-1.5%	+10.0%	➖ noise
93	datafusion:vortex-file-compressed	-1.9%	-1.7%	-0.2%	+10.0%	➖ noise
93	duckdb:duckdb	+7.9%	-1.7%	+9.8%	+15.6%	➖ noise
93	duckdb:vortex-compact	-0.4%	-1.7%	+1.3%	+10.1%	➖ noise
93	duckdb:vortex-file-compressed	-1.7%	-1.7%	+0.0%	+10.0%	➖ noise
94	datafusion:vortex-compact	+11.1%	+2.9%	+8.0%	+11.4%	➖ noise
94	datafusion:vortex-file-compressed	-9.7%	+2.9%	-12.2%	+11.7%	✅ faster
94	duckdb:duckdb	-4.4%	+2.9%	-7.1%	+13.9%	➖ noise
94	duckdb:vortex-compact	+6.5%	+2.9%	+3.5%	+18.3%	➖ noise
94	duckdb:vortex-file-compressed	+1.2%	+2.9%	-1.7%	+10.0%	➖ noise
95	datafusion:vortex-compact	+1.8%	+8.7%	-6.4%	+10.1%	➖ noise
95	datafusion:vortex-file-compressed	+0.9%	+8.7%	-7.2%	+10.3%	➖ noise
95	duckdb:duckdb	+12.9%	+8.7%	+3.8%	+19.4%	➖ noise
95	duckdb:vortex-compact	+3.3%	+8.7%	-5.0%	+15.3%	➖ noise
95	duckdb:vortex-file-compressed	+0.1%	+8.7%	-7.9%	+13.0%	➖ noise
96	datafusion:vortex-compact	-1.2%	-6.1%	+5.2%	+10.0%	➖ noise
96	datafusion:vortex-file-compressed	+1.5%	-6.1%	+8.1%	+10.6%	➖ noise
96	duckdb:duckdb	-3.1%	-6.1%	+3.2%	+17.5%	➖ noise
96	duckdb:vortex-compact	+2.2%	-6.1%	+8.8%	+13.9%	➖ noise
96	duckdb:vortex-file-compressed	-6.7%	-6.1%	-0.7%	+17.1%	➖ noise
97	datafusion:vortex-compact	-0.2%	-2.3%	+2.2%	+10.0%	➖ noise
97	datafusion:vortex-file-compressed	+0.6%	-2.3%	+3.1%	+10.0%	➖ noise
97	duckdb:duckdb	-4.2%	-2.3%	-1.9%	+17.1%	➖ noise
97	duckdb:vortex-compact	+2.8%	-2.3%	+5.3%	+17.0%	➖ noise
97	duckdb:vortex-file-compressed	+3.2%	-2.3%	+5.7%	+13.3%	➖ noise
98	datafusion:vortex-compact	-1.4%	-2.8%	+1.5%	+12.9%	➖ noise
98	datafusion:vortex-file-compressed	-2.4%	-2.8%	+0.4%	+11.3%	➖ noise
98	duckdb:duckdb	-2.1%	-2.8%	+0.7%	+17.1%	➖ noise
98	duckdb:vortex-compact	+1.0%	-2.8%	+3.9%	+10.5%	➖ noise
98	duckdb:vortex-file-compressed	+2.9%	-2.8%	+5.9%	+10.4%	➖ noise
99	datafusion:vortex-compact	-0.3%	-8.3%	+8.7%	+25.7%	➖ noise
99	datafusion:vortex-file-compressed	+2.4%	-8.3%	+11.7%	+24.6%	➖ noise
99	duckdb:duckdb	-2.1%	-8.3%	+6.8%	+29.1%	➖ noise
99	duckdb:vortex-compact	+9.0%	-8.3%	+18.9%	+21.5%	➖ noise
99	duckdb:vortex-file-compressed	-1.1%	-8.3%	+7.8%	+27.5%	➖ noise

github-actions · 2026-05-01T14:12:08Z

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +1.0%
Vortex (geomean): 1.002x ➖
Parquet (geomean): 0.989x ➖
Shifts: Parquet (control) -1.1% · Median polish -0.1%

datafusion / vortex-file-compressed (0.997x ➖, 0↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	50369957	48662830	1.04
tpch_q02/datafusion:vortex-file-compressed	21538201	22131273	0.97
tpch_q03/datafusion:vortex-file-compressed	28134375	27901768	1.01
tpch_q04/datafusion:vortex-file-compressed	20443145	21162909	0.97
tpch_q05/datafusion:vortex-file-compressed	47563529	47405349	1.00
tpch_q06/datafusion:vortex-file-compressed	12880989	12248266	1.05
tpch_q07/datafusion:vortex-file-compressed	54361686	53769548	1.01
tpch_q08/datafusion:vortex-file-compressed	38425496	38676681	0.99
tpch_q09/datafusion:vortex-file-compressed	50281170	50830499	0.99
tpch_q10/datafusion:vortex-file-compressed	39144597	39485454	0.99
tpch_q11/datafusion:vortex-file-compressed	15248356	15430773	0.99
tpch_q12/datafusion:vortex-file-compressed	25864879	24832157	1.04
tpch_q13/datafusion:vortex-file-compressed	24574836	25077872	0.98
tpch_q14/datafusion:vortex-file-compressed	16871239	16713378	1.01
tpch_q15/datafusion:vortex-file-compressed	26102597	25260419	1.03
tpch_q16/datafusion:vortex-file-compressed	18966369	19607510	0.97
tpch_q17/datafusion:vortex-file-compressed	66228443	65428880	1.01
tpch_q18/datafusion:vortex-file-compressed	78000741	81327274	0.96
tpch_q19/datafusion:vortex-file-compressed	23189538	23656477	0.98
tpch_q20/datafusion:vortex-file-compressed	29166548	29795988	0.98
tpch_q21/datafusion:vortex-file-compressed	70269331	71056551	0.99
tpch_q22/datafusion:vortex-file-compressed	12126857	12382702	0.98

datafusion / vortex-compact (0.998x ➖, 0↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	58651457	57383674	1.02
tpch_q02/datafusion:vortex-compact	24643057	24989349	0.99
tpch_q03/datafusion:vortex-compact	29830264	29310720	1.02
tpch_q04/datafusion:vortex-compact	23658625	23718522	1.00
tpch_q05/datafusion:vortex-compact	50561195	50440669	1.00
tpch_q06/datafusion:vortex-compact	14480240	14398376	1.01
tpch_q07/datafusion:vortex-compact	59052412	59738955	0.99
tpch_q08/datafusion:vortex-compact	43926796	44456764	0.99
tpch_q09/datafusion:vortex-compact	56068312	55749420	1.01
tpch_q10/datafusion:vortex-compact	45908983	46877658	0.98
tpch_q11/datafusion:vortex-compact	16260373	16542204	0.98
tpch_q12/datafusion:vortex-compact	32256015	32606659	0.99
tpch_q13/datafusion:vortex-compact	30584734	30924110	0.99
tpch_q14/datafusion:vortex-compact	20953462	20093316	1.04
tpch_q15/datafusion:vortex-compact	31642968	31680044	1.00
tpch_q16/datafusion:vortex-compact	23342910	23922921	0.98
tpch_q17/datafusion:vortex-compact	68866250	67339321	1.02
tpch_q18/datafusion:vortex-compact	82833977	83166302	1.00
tpch_q19/datafusion:vortex-compact	30021121	29918032	1.00
tpch_q20/datafusion:vortex-compact	33798530	33851123	1.00
tpch_q21/datafusion:vortex-compact	78828314	78399401	1.01
tpch_q22/datafusion:vortex-compact	12602641	13162852	0.96

datafusion / parquet (0.971x ➖, 1↑ 1↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚀	107178799	134717887	0.80
tpch_q02/datafusion:parquet	59969915	63794279	0.94
tpch_q03/datafusion:parquet	71258717	73453983	0.97
tpch_q04/datafusion:parquet	42799939	44012166	0.97
tpch_q05/datafusion:parquet	93199876	94513607	0.99
tpch_q06/datafusion:parquet	41201226	38943843	1.06
tpch_q07/datafusion:parquet	104908285	107924865	0.97
tpch_q08/datafusion:parquet	96085819	98560970	0.97
tpch_q09/datafusion:parquet	128681075	133696480	0.96
tpch_q10/datafusion:parquet	108405569	112561418	0.96
tpch_q11/datafusion:parquet	40504484	42546924	0.95
tpch_q12/datafusion:parquet 🚨	86730308	78227821	1.11
tpch_q13/datafusion:parquet	198289244	201490588	0.98
tpch_q14/datafusion:parquet	45695775	46804562	0.98
tpch_q15/datafusion:parquet	63756463	59438127	1.07
tpch_q16/datafusion:parquet	39440791	40274784	0.98
tpch_q17/datafusion:parquet	136856304	145544737	0.94
tpch_q18/datafusion:parquet	158052935	171682469	0.92
tpch_q19/datafusion:parquet	70620068	78113357	0.90
tpch_q20/datafusion:parquet	68075686	70441691	0.97
tpch_q21/datafusion:parquet	133528023	131031216	1.02
tpch_q22/datafusion:parquet	30489362	30766141	0.99

datafusion / arrow (0.965x ➖, 3↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	50747728	52166213	0.97
tpch_q02/datafusion:arrow	18926741	19275212	0.98
tpch_q03/datafusion:arrow	29269311	30125103	0.97
tpch_q04/datafusion:arrow	24702670	24875773	0.99
tpch_q05/datafusion:arrow	76584454	73424751	1.04
tpch_q06/datafusion:arrow	21008065	19557775	1.07
tpch_q07/datafusion:arrow	100286598	101659387	0.99
tpch_q08/datafusion:arrow	40368185	43119407	0.94
tpch_q09/datafusion:arrow	62076669	64900009	0.96
tpch_q10/datafusion:arrow	45390739	46621120	0.97
tpch_q11/datafusion:arrow	9048828	9443334	0.96
tpch_q12/datafusion:arrow	50418866	50378762	1.00
tpch_q13/datafusion:arrow	47259616	47122416	1.00
tpch_q14/datafusion:arrow	21502074	21727407	0.99
tpch_q15/datafusion:arrow	40887661	44639609	0.92
tpch_q16/datafusion:arrow	18711482	19253526	0.97
tpch_q17/datafusion:arrow 🚀	66145501	73810555	0.90
tpch_q18/datafusion:arrow	131557802	138847583	0.95
tpch_q19/datafusion:arrow 🚀	34221091	38419622	0.89
tpch_q20/datafusion:arrow 🚀	33054439	37180874	0.89
tpch_q21/datafusion:arrow	150858492	161848175	0.93
tpch_q22/datafusion:arrow	17555795	18101951	0.97

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

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	31428693	31168784	1.01
tpch_q02/duckdb:vortex-file-compressed	24380349	24276094	1.00
tpch_q03/duckdb:vortex-file-compressed	28577507	28708444	1.00
tpch_q04/duckdb:vortex-file-compressed	29800572	28604517	1.04
tpch_q05/duckdb:vortex-file-compressed	32383294	32601223	0.99
tpch_q06/duckdb:vortex-file-compressed	9895592	10088888	0.98
tpch_q07/duckdb:vortex-file-compressed	36099812	35141457	1.03
tpch_q08/duckdb:vortex-file-compressed	37763554	37542498	1.01
tpch_q09/duckdb:vortex-file-compressed	69619616	73596485	0.95
tpch_q10/duckdb:vortex-file-compressed	33495555	34014292	0.98
tpch_q11/duckdb:vortex-file-compressed	13769000	13852142	0.99
tpch_q12/duckdb:vortex-file-compressed	21395234	21294022	1.00
tpch_q13/duckdb:vortex-file-compressed	34556962	34476561	1.00
tpch_q14/duckdb:vortex-file-compressed	21257317	20268196	1.05
tpch_q15/duckdb:vortex-file-compressed	16144230	16350648	0.99
tpch_q16/duckdb:vortex-file-compressed	28137036	27503559	1.02
tpch_q17/duckdb:vortex-file-compressed	23984027	24299533	0.99
tpch_q18/duckdb:vortex-file-compressed	48908986	49104405	1.00
tpch_q19/duckdb:vortex-file-compressed	28476795	27822465	1.02
tpch_q20/duckdb:vortex-file-compressed	33130608	33691238	0.98
tpch_q21/duckdb:vortex-file-compressed	103667306	102050220	1.02
tpch_q22/duckdb:vortex-file-compressed	16789675	16418548	1.02

duckdb / vortex-compact (1.008x ➖, 0↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	37303930	38244008	0.98
tpch_q02/duckdb:vortex-compact	36007765	35335020	1.02
tpch_q03/duckdb:vortex-compact	32373194	31687393	1.02
tpch_q04/duckdb:vortex-compact	34591947	33340008	1.04
tpch_q05/duckdb:vortex-compact	37476972	36695301	1.02
tpch_q06/duckdb:vortex-compact	15101550	14737059	1.02
tpch_q07/duckdb:vortex-compact	41528624	41226591	1.01
tpch_q08/duckdb:vortex-compact	44323853	45030179	0.98
tpch_q09/duckdb:vortex-compact	81090903	82157012	0.99
tpch_q10/duckdb:vortex-compact	38256132	39150993	0.98
tpch_q11/duckdb:vortex-compact	19695894	18677119	1.05
tpch_q12/duckdb:vortex-compact	35021286	35056311	1.00
tpch_q13/duckdb:vortex-compact	43749477	43590649	1.00
tpch_q14/duckdb:vortex-compact	29342709	27514145	1.07
tpch_q15/duckdb:vortex-compact	18966891	19265930	0.98
tpch_q16/duckdb:vortex-compact	34835602	34374948	1.01
tpch_q17/duckdb:vortex-compact	29607109	29651047	1.00
tpch_q18/duckdb:vortex-compact	49535746	50691885	0.98
tpch_q19/duckdb:vortex-compact	34482027	33468941	1.03
tpch_q20/duckdb:vortex-compact	41643856	41559748	1.00
tpch_q21/duckdb:vortex-compact	111829561	109025323	1.03
tpch_q22/duckdb:vortex-compact	19440849	19988971	0.97

duckdb / parquet (1.007x ➖, 0↑ 1↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	76281733	77599727	0.98
tpch_q02/duckdb:parquet	38521890	39181181	0.98
tpch_q03/duckdb:parquet	68479899	70168585	0.98
tpch_q04/duckdb:parquet	46828465	46787135	1.00
tpch_q05/duckdb:parquet	64469654	65906886	0.98
tpch_q06/duckdb:parquet	20574275	20509452	1.00
tpch_q07/duckdb:parquet 🚨	78121662	69979188	1.12
tpch_q08/duckdb:parquet	81884034	83467549	0.98
tpch_q09/duckdb:parquet	142968924	136826896	1.04
tpch_q10/duckdb:parquet	123045150	123778669	0.99
tpch_q11/duckdb:parquet	21369525	21020714	1.02
tpch_q12/duckdb:parquet	44927281	45145857	1.00
tpch_q13/duckdb:parquet	247612844	248620677	1.00
tpch_q14/duckdb:parquet	55833200	52001259	1.07
tpch_q15/duckdb:parquet	24195701	24262226	1.00
tpch_q16/duckdb:parquet	55423403	55637050	1.00
tpch_q17/duckdb:parquet	53661461	52922457	1.01
tpch_q18/duckdb:parquet	112297558	113785357	0.99
tpch_q19/duckdb:parquet	67512283	67292427	1.00
tpch_q20/duckdb:parquet	63711291	61655624	1.03
tpch_q21/duckdb:parquet	162337862	162715588	1.00
tpch_q22/duckdb:parquet	51587838	51679329	1.00

duckdb / duckdb (1.021x ➖, 0↑ 2↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	16009625	15887057	1.01
tpch_q02/duckdb:duckdb	12583171	12333865	1.02
tpch_q03/duckdb:duckdb	19925710	18744796	1.06
tpch_q04/duckdb:duckdb 🚨	19837444	17817361	1.11
tpch_q05/duckdb:duckdb	19598943	20162126	0.97
tpch_q06/duckdb:duckdb	5440299	5289220	1.03
tpch_q07/duckdb:duckdb	22363838	22236785	1.01
tpch_q08/duckdb:duckdb	20552209	20721919	0.99
tpch_q09/duckdb:duckdb	52713051	53323763	0.99
tpch_q10/duckdb:duckdb	43762895	44135420	0.99
tpch_q11/duckdb:duckdb	5846502	5703305	1.03
tpch_q12/duckdb:duckdb	13655973	13641030	1.00
tpch_q13/duckdb:duckdb	37822735	37657787	1.00
tpch_q14/duckdb:duckdb 🚨	18385146	16128704	1.14
tpch_q15/duckdb:duckdb	11904980	11727243	1.02
tpch_q16/duckdb:duckdb	23202738	23179079	1.00
tpch_q17/duckdb:duckdb	13936214	13466934	1.03
tpch_q18/duckdb:duckdb	38063849	38786181	0.98
tpch_q19/duckdb:duckdb	27353261	25983440	1.05
tpch_q20/duckdb:duckdb	22360227	22357898	1.00
tpch_q21/duckdb:duckdb	56914925	56197333	1.01
tpch_q22/duckdb:duckdb	24643871	24229380	1.02

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-2.7%	-11.6%	+10.0%	+19.1%	➖ noise
1	datafusion:vortex-compact	+2.2%	-11.6%	+15.6%	+16.4%	➖ noise
1	datafusion:vortex-file-compressed	+3.5%	-11.6%	+17.0%	+16.6%	🚨 regression
1	duckdb:duckdb	+0.8%	-11.6%	+14.0%	+16.0%	➖ noise
1	duckdb:vortex-compact	-2.5%	-11.6%	+10.3%	+14.9%	➖ noise
1	duckdb:vortex-file-compressed	+0.8%	-11.6%	+14.0%	+19.9%	➖ noise
2	datafusion:arrow	-1.8%	-3.9%	+2.1%	+10.0%	➖ noise
2	datafusion:vortex-compact	-1.4%	-3.9%	+2.6%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-2.7%	-3.9%	+1.2%	+10.0%	➖ noise
2	duckdb:duckdb	+2.0%	-3.9%	+6.1%	+10.0%	➖ noise
2	duckdb:vortex-compact	+1.9%	-3.9%	+6.0%	+10.2%	➖ noise
2	duckdb:vortex-file-compressed	+0.4%	-3.9%	+4.5%	+10.0%	➖ noise
3	datafusion:arrow	-2.8%	-2.7%	-0.1%	+10.0%	➖ noise
3	datafusion:vortex-compact	+1.8%	-2.7%	+4.6%	+11.2%	➖ noise
3	datafusion:vortex-file-compressed	+0.8%	-2.7%	+3.6%	+11.6%	➖ noise
3	duckdb:duckdb	+6.3%	-2.7%	+9.2%	+11.0%	➖ noise
3	duckdb:vortex-compact	+2.2%	-2.7%	+5.0%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-0.5%	-2.7%	+2.3%	+14.6%	➖ noise
4	datafusion:arrow	-0.7%	-1.3%	+0.7%	+10.0%	➖ noise
4	datafusion:vortex-compact	-0.3%	-1.3%	+1.1%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-3.4%	-1.3%	-2.1%	+12.8%	➖ noise
4	duckdb:duckdb	+11.3%	-1.3%	+12.9%	+10.0%	🚨 regression
4	duckdb:vortex-compact	+3.8%	-1.3%	+5.2%	+10.5%	➖ noise
4	duckdb:vortex-file-compressed	+4.2%	-1.3%	+5.6%	+10.0%	➖ noise
5	datafusion:arrow	+4.3%	-1.8%	+6.2%	+10.0%	➖ noise
5	datafusion:vortex-compact	+0.2%	-1.8%	+2.1%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+0.3%	-1.8%	+2.2%	+10.0%	➖ noise
5	duckdb:duckdb	-2.8%	-1.8%	-1.0%	+10.0%	➖ noise
5	duckdb:vortex-compact	+2.1%	-1.8%	+4.0%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-0.7%	-1.8%	+1.1%	+13.1%	➖ noise
6	datafusion:arrow	+7.4%	+3.0%	+4.3%	+16.3%	➖ noise
6	datafusion:vortex-compact	+0.6%	+3.0%	-2.4%	+14.5%	➖ noise
6	datafusion:vortex-file-compressed	+5.2%	+3.0%	+2.1%	+13.4%	➖ noise
6	duckdb:duckdb	+2.9%	+3.0%	-0.2%	+16.2%	➖ noise
6	duckdb:vortex-compact	+2.5%	+3.0%	-0.5%	+19.7%	➖ noise
6	duckdb:vortex-file-compressed	-1.9%	+3.0%	-4.8%	+17.5%	➖ noise
7	datafusion:arrow	-1.4%	+4.2%	-5.3%	+10.9%	➖ noise
7	datafusion:vortex-compact	-1.1%	+4.2%	-5.1%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+1.1%	+4.2%	-2.9%	+10.0%	➖ noise
7	duckdb:duckdb	+0.6%	+4.2%	-3.5%	+12.2%	➖ noise
7	duckdb:vortex-compact	+0.7%	+4.2%	-3.3%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+2.7%	+4.2%	-1.4%	+10.0%	➖ noise
8	datafusion:arrow	-6.4%	-2.2%	-4.3%	+10.0%	➖ noise
8	datafusion:vortex-compact	-1.2%	-2.2%	+1.0%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-0.6%	-2.2%	+1.6%	+10.0%	➖ noise
8	duckdb:duckdb	-0.8%	-2.2%	+1.4%	+10.0%	➖ noise
8	duckdb:vortex-compact	-1.6%	-2.2%	+0.7%	+10.4%	➖ noise
8	duckdb:vortex-file-compressed	+0.6%	-2.2%	+2.9%	+11.5%	➖ noise
9	datafusion:arrow	-4.4%	+0.3%	-4.6%	+10.0%	➖ noise
9	datafusion:vortex-compact	+0.6%	+0.3%	+0.3%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-1.1%	+0.3%	-1.4%	+10.0%	➖ noise
9	duckdb:duckdb	-1.1%	+0.3%	-1.4%	+10.0%	➖ noise
9	duckdb:vortex-compact	-1.3%	+0.3%	-1.6%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-5.4%	+0.3%	-5.7%	+10.0%	➖ noise
10	datafusion:arrow	-2.6%	-2.2%	-0.5%	+10.0%	➖ noise
10	datafusion:vortex-compact	-2.1%	-2.2%	+0.1%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-0.9%	-2.2%	+1.3%	+10.0%	➖ noise
10	duckdb:duckdb	-0.8%	-2.2%	+1.3%	+10.0%	➖ noise
10	duckdb:vortex-compact	-2.3%	-2.2%	-0.1%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-1.5%	-2.2%	+0.6%	+10.0%	➖ noise
11	datafusion:arrow	-4.2%	-1.6%	-2.6%	+10.0%	➖ noise
11	datafusion:vortex-compact	-1.7%	-1.6%	-0.1%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-1.2%	-1.6%	+0.4%	+10.0%	➖ noise
11	duckdb:duckdb	+2.5%	-1.6%	+4.2%	+10.0%	➖ noise
11	duckdb:vortex-compact	+5.5%	-1.6%	+7.2%	+15.0%	➖ noise
11	duckdb:vortex-file-compressed	-0.6%	-1.6%	+1.0%	+17.5%	➖ noise
12	datafusion:arrow	+0.1%	+5.0%	-4.7%	+19.9%	➖ noise
12	datafusion:vortex-compact	-1.1%	+5.0%	-5.8%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	+4.2%	+5.0%	-0.8%	+14.2%	➖ noise
12	duckdb:duckdb	+0.1%	+5.0%	-4.7%	+10.1%	➖ noise
12	duckdb:vortex-compact	-0.1%	+5.0%	-4.9%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	+0.5%	+5.0%	-4.3%	+12.3%	➖ noise
13	datafusion:arrow	+0.3%	-1.0%	+1.3%	+10.0%	➖ noise
13	datafusion:vortex-compact	-1.1%	-1.0%	-0.1%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-2.0%	-1.0%	-1.0%	+10.0%	➖ noise
13	duckdb:duckdb	+0.4%	-1.0%	+1.5%	+10.0%	➖ noise
13	duckdb:vortex-compact	+0.4%	-1.0%	+1.4%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+0.2%	-1.0%	+1.2%	+10.0%	➖ noise
14	datafusion:arrow	-1.0%	+2.4%	-3.3%	+11.7%	➖ noise
14	datafusion:vortex-compact	+4.3%	+2.4%	+1.9%	+11.5%	➖ noise
14	datafusion:vortex-file-compressed	+0.9%	+2.4%	-1.4%	+11.3%	➖ noise
14	duckdb:duckdb	+14.0%	+2.4%	+11.3%	+16.5%	➖ noise
14	duckdb:vortex-compact	+6.6%	+2.4%	+4.2%	+10.3%	➖ noise
14	duckdb:vortex-file-compressed	+4.9%	+2.4%	+2.4%	+14.6%	➖ noise
15	datafusion:arrow	-8.4%	+3.4%	-11.4%	+11.8%	✅ faster
15	datafusion:vortex-compact	-0.1%	+3.4%	-3.4%	+13.6%	➖ noise
15	datafusion:vortex-file-compressed	+3.3%	+3.4%	-0.1%	+12.1%	➖ noise
15	duckdb:duckdb	+1.5%	+3.4%	-1.8%	+14.1%	➖ noise
15	duckdb:vortex-compact	-1.6%	+3.4%	-4.8%	+15.4%	➖ noise
15	duckdb:vortex-file-compressed	-1.3%	+3.4%	-4.5%	+12.3%	➖ noise
16	datafusion:arrow	-2.8%	-1.2%	-1.6%	+10.0%	➖ noise
16	datafusion:vortex-compact	-2.4%	-1.2%	-1.2%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-3.3%	-1.2%	-2.1%	+10.1%	➖ noise
16	duckdb:duckdb	+0.1%	-1.2%	+1.3%	+10.0%	➖ noise
16	duckdb:vortex-compact	+1.3%	-1.2%	+2.6%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	+2.3%	-1.2%	+3.6%	+10.0%	➖ noise
17	datafusion:arrow	-10.4%	-2.4%	-8.2%	+12.8%	➖ noise
17	datafusion:vortex-compact	+2.3%	-2.4%	+4.7%	+10.2%	➖ noise
17	datafusion:vortex-file-compressed	+1.2%	-2.4%	+3.7%	+10.3%	➖ noise
17	duckdb:duckdb	+3.5%	-2.4%	+6.0%	+11.3%	➖ noise
17	duckdb:vortex-compact	-0.1%	-2.4%	+2.3%	+10.9%	➖ noise
17	duckdb:vortex-file-compressed	-1.3%	-2.4%	+1.1%	+14.0%	➖ noise
18	datafusion:arrow	-5.3%	-4.7%	-0.6%	+10.0%	➖ noise
18	datafusion:vortex-compact	-0.4%	-4.7%	+4.5%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-4.1%	-4.7%	+0.6%	+10.0%	➖ noise
18	duckdb:duckdb	-1.9%	-4.7%	+3.0%	+10.0%	➖ noise
18	duckdb:vortex-compact	-2.3%	-4.7%	+2.5%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-0.4%	-4.7%	+4.5%	+10.0%	➖ noise
19	datafusion:arrow	-10.9%	-4.8%	-6.5%	+11.8%	➖ noise
19	datafusion:vortex-compact	+0.3%	-4.8%	+5.4%	+10.2%	➖ noise
19	datafusion:vortex-file-compressed	-2.0%	-4.8%	+2.9%	+10.3%	➖ noise
19	duckdb:duckdb	+5.3%	-4.8%	+10.5%	+13.0%	➖ noise
19	duckdb:vortex-compact	+3.0%	-4.8%	+8.2%	+10.1%	➖ noise
19	duckdb:vortex-file-compressed	+2.4%	-4.8%	+7.5%	+11.6%	➖ noise
20	datafusion:arrow	-11.1%	-0.1%	-11.0%	+10.0%	✅ faster
20	datafusion:vortex-compact	-0.2%	-0.1%	-0.1%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	-2.1%	-0.1%	-2.0%	+10.5%	➖ noise
20	duckdb:duckdb	+0.0%	-0.1%	+0.1%	+10.0%	➖ noise
20	duckdb:vortex-compact	+0.2%	-0.1%	+0.3%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	-1.7%	-0.1%	-1.6%	+10.0%	➖ noise
21	datafusion:arrow	-6.8%	+0.8%	-7.6%	+10.0%	➖ noise
21	datafusion:vortex-compact	+0.5%	+0.8%	-0.3%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	-1.1%	+0.8%	-1.9%	+10.0%	➖ noise
21	duckdb:duckdb	+1.3%	+0.8%	+0.4%	+10.0%	➖ noise
21	duckdb:vortex-compact	+2.6%	+0.8%	+1.7%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	+1.6%	+0.8%	+0.7%	+10.0%	➖ noise
22	datafusion:arrow	-3.0%	-0.5%	-2.5%	+10.0%	➖ noise
22	datafusion:vortex-compact	-4.3%	-0.5%	-3.7%	+11.0%	➖ noise
22	datafusion:vortex-file-compressed	-2.1%	-0.5%	-1.5%	+10.0%	➖ noise
22	duckdb:duckdb	+1.7%	-0.5%	+2.3%	+10.0%	➖ noise
22	duckdb:vortex-compact	-2.7%	-0.5%	-2.2%	+13.8%	➖ noise
22	duckdb:vortex-file-compressed	+2.3%	-0.5%	+2.8%	+10.0%	➖ noise

github-actions · 2026-05-01T14:12:09Z

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -2.2%
Vortex (geomean): 0.918x ➖
Parquet (geomean): 0.939x ➖
Shifts: Parquet (control) -6.1% · Median polish -6.4%

duckdb / vortex-file-compressed (0.907x ➖, 2↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed 🚀	11709929	13138546	0.89
statpopgen_q01/duckdb:vortex-file-compressed 🚀	20743895	28645375	0.72
statpopgen_q02/duckdb:vortex-file-compressed	1393884626	1490223951	0.94
statpopgen_q03/duckdb:vortex-file-compressed	3130701658	3379768658	0.93
statpopgen_q04/duckdb:vortex-file-compressed	3097904477	3381050799	0.92
statpopgen_q05/duckdb:vortex-file-compressed	1443688812	1550224216	0.93
statpopgen_q06/duckdb:vortex-file-compressed	2145165967	2250346647	0.95
statpopgen_q07/duckdb:vortex-file-compressed	209418996	230528956	0.91
statpopgen_q08/duckdb:vortex-file-compressed	251105830	277126613	0.91
statpopgen_q09/duckdb:vortex-file-compressed	2967296914	3062094875	0.97
statpopgen_q10/duckdb:vortex-file-compressed	4730770970	5048170443	0.94

duckdb / vortex-compact (0.931x ➖, 1↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	11421633	12477185	0.92
statpopgen_q01/duckdb:vortex-compact	168229393	173372613	0.97
statpopgen_q02/duckdb:vortex-compact	1830120291	1956992830	0.94
statpopgen_q03/duckdb:vortex-compact	3623235539	3787180629	0.96
statpopgen_q04/duckdb:vortex-compact	3540343264	3783165115	0.94
statpopgen_q05/duckdb:vortex-compact	1836798300	1994656916	0.92
statpopgen_q06/duckdb:vortex-compact	2686285171	2831688533	0.95
statpopgen_q07/duckdb:vortex-compact	893601245	960042160	0.93
statpopgen_q08/duckdb:vortex-compact	929094087	993251277	0.94
statpopgen_q09/duckdb:vortex-compact 🚀	3325017452	3766658817	0.88
statpopgen_q10/duckdb:vortex-compact	5427019499	5984214170	0.91

duckdb / parquet (0.939x ➖, 0↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	329470968	350820505	0.94
statpopgen_q01/duckdb:parquet	410866284	437390373	0.94
statpopgen_q02/duckdb:parquet	1003700967	1067675729	0.94
statpopgen_q03/duckdb:parquet	1509278479	1572013368	0.96
statpopgen_q04/duckdb:parquet	1514212148	1569236478	0.96
statpopgen_q05/duckdb:parquet	1015477368	1104825985	0.92
statpopgen_q06/duckdb:parquet	1502089229	1605675764	0.94
statpopgen_q07/duckdb:parquet	1295483119	1401897691	0.92
statpopgen_q08/duckdb:parquet	1320423948	1402815958	0.94
statpopgen_q09/duckdb:parquet	1384618176	1464728855	0.95
statpopgen_q10/duckdb:parquet	2684735978	2911642520	0.92

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	-8.5%	-6.1%	-2.5%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	-10.9%	-6.1%	-5.1%	+15.4%	➖ noise
1	duckdb:vortex-compact	-3.0%	-6.1%	+3.3%	+23.9%	➖ noise
1	duckdb:vortex-file-compressed	-27.6%	-6.1%	-22.9%	+191.8%	➖ noise
2	duckdb:vortex-compact	-6.5%	-6.0%	-0.5%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-6.5%	-6.0%	-0.5%	+10.0%	➖ noise
3	duckdb:vortex-compact	-4.3%	-4.0%	-0.4%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-7.4%	-4.0%	-3.5%	+10.0%	➖ noise
4	duckdb:vortex-compact	-6.4%	-3.5%	-3.0%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-8.4%	-3.5%	-5.0%	+10.0%	➖ noise
5	duckdb:vortex-compact	-7.9%	-8.1%	+0.2%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-6.9%	-8.1%	+1.3%	+10.0%	➖ noise
6	duckdb:vortex-compact	-5.1%	-6.5%	+1.4%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-4.7%	-6.5%	+1.9%	+10.0%	➖ noise
7	duckdb:vortex-compact	-6.9%	-7.6%	+0.7%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-9.2%	-7.6%	-1.7%	+10.0%	➖ noise
8	duckdb:vortex-compact	-6.5%	-5.9%	-0.6%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-9.4%	-5.9%	-3.7%	+10.0%	➖ noise
9	duckdb:vortex-compact	-11.7%	-5.5%	-6.6%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-3.1%	-5.5%	+2.5%	+10.0%	➖ noise
10	duckdb:vortex-compact	-9.3%	-7.8%	-1.6%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-6.3%	-7.8%	+1.6%	+10.0%	➖ noise

github-actions · 2026-05-01T14:12:09Z

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.1%
Vortex (geomean): 0.987x ➖
Parquet (geomean): 0.990x ➖
Shifts: Parquet (control) -1.0% · Median polish -1.1%

datafusion / vortex-file-compressed (0.979x ➖, 0↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	386541966	392379111	0.99
tpch_q02/datafusion:vortex-file-compressed	105241902	108202436	0.97
tpch_q03/datafusion:vortex-file-compressed	213318335	216489356	0.99
tpch_q04/datafusion:vortex-file-compressed	112462460	114579095	0.98
tpch_q05/datafusion:vortex-file-compressed	365529638	370825626	0.99
tpch_q06/datafusion:vortex-file-compressed	42652910	44204209	0.96
tpch_q07/datafusion:vortex-file-compressed	492308536	503548531	0.98
tpch_q08/datafusion:vortex-file-compressed	351595152	357990022	0.98
tpch_q09/datafusion:vortex-file-compressed	618425649	633719036	0.98
tpch_q10/datafusion:vortex-file-compressed	227255682	229160328	0.99
tpch_q11/datafusion:vortex-file-compressed	80247746	82821204	0.97
tpch_q12/datafusion:vortex-file-compressed	116944442	121249106	0.96
tpch_q13/datafusion:vortex-file-compressed	208943361	213806930	0.98
tpch_q14/datafusion:vortex-file-compressed	55903872	56466535	0.99
tpch_q15/datafusion:vortex-file-compressed	104806627	105314877	1.00
tpch_q16/datafusion:vortex-file-compressed	73640003	75561677	0.97
tpch_q17/datafusion:vortex-file-compressed	619543808	630973611	0.98
tpch_q18/datafusion:vortex-file-compressed	824874494	841693262	0.98
tpch_q19/datafusion:vortex-file-compressed	88057001	92360981	0.95
tpch_q20/datafusion:vortex-file-compressed	162865225	166176823	0.98
tpch_q21/datafusion:vortex-file-compressed	641291124	657901287	0.97
tpch_q22/datafusion:vortex-file-compressed	64203284	64262207	1.00

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

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	435974772	431725137	1.01
tpch_q02/datafusion:vortex-compact	107400415	109818603	0.98
tpch_q03/datafusion:vortex-compact	213839654	216869639	0.99
tpch_q04/datafusion:vortex-compact	119947374	121557540	0.99
tpch_q05/datafusion:vortex-compact	371157952	374410032	0.99
tpch_q06/datafusion:vortex-compact	64076955	65060826	0.98
tpch_q07/datafusion:vortex-compact	514088508	523425623	0.98
tpch_q08/datafusion:vortex-compact	359248441	361997486	0.99
tpch_q09/datafusion:vortex-compact	628719215	633033795	0.99
tpch_q10/datafusion:vortex-compact	243729135	246886101	0.99
tpch_q11/datafusion:vortex-compact	81962059	83081704	0.99
tpch_q12/datafusion:vortex-compact	162537732	165580227	0.98
tpch_q13/datafusion:vortex-compact	257310885	264948931	0.97
tpch_q14/datafusion:vortex-compact	72769880	75019143	0.97
tpch_q15/datafusion:vortex-compact	157904169	160759576	0.98
tpch_q16/datafusion:vortex-compact	78717287	77879552	1.01
tpch_q17/datafusion:vortex-compact	626086601	633171010	0.99
tpch_q18/datafusion:vortex-compact	828322338	842748892	0.98
tpch_q19/datafusion:vortex-compact	130861744	135588112	0.97
tpch_q20/datafusion:vortex-compact	188259905	191145222	0.98
tpch_q21/datafusion:vortex-compact	648736575	659733594	0.98
tpch_q22/datafusion:vortex-compact	72024844	71950119	1.00

datafusion / parquet (0.985x ➖, 0↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	462343470	463146752	1.00
tpch_q02/datafusion:parquet	167393898	171587364	0.98
tpch_q03/datafusion:parquet	270818272	276660075	0.98
tpch_q04/datafusion:parquet	122367855	125530650	0.97
tpch_q05/datafusion:parquet	422414394	430060947	0.98
tpch_q06/datafusion:parquet	117474843	127456576	0.92
tpch_q07/datafusion:parquet	593325533	601620660	0.99
tpch_q08/datafusion:parquet	448889001	455851320	0.98
tpch_q09/datafusion:parquet	726731746	734355391	0.99
tpch_q10/datafusion:parquet	484656652	495829550	0.98
tpch_q11/datafusion:parquet	115146414	115479631	1.00
tpch_q12/datafusion:parquet	192419682	191235616	1.01
tpch_q13/datafusion:parquet	331394537	333668817	0.99
tpch_q14/datafusion:parquet	158003435	156875540	1.01
tpch_q15/datafusion:parquet	242192725	244714433	0.99
tpch_q16/datafusion:parquet	119558365	122099002	0.98
tpch_q17/datafusion:parquet	664709119	671895735	0.99
tpch_q18/datafusion:parquet	871664755	878510990	0.99
tpch_q19/datafusion:parquet	250437922	252659875	0.99
tpch_q20/datafusion:parquet	283204511	290051594	0.98
tpch_q21/datafusion:parquet	676863245	686952113	0.99
tpch_q22/datafusion:parquet	210606117	213580185	0.99

datafusion / arrow (0.990x ➖, 0↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	589414322	587984182	1.00
tpch_q02/datafusion:arrow	161936740	164873229	0.98
tpch_q03/datafusion:arrow	455569318	462288995	0.99
tpch_q04/datafusion:arrow	337434707	348179427	0.97
tpch_q05/datafusion:arrow	923098835	930823663	0.99
tpch_q06/datafusion:arrow	273923651	281982606	0.97
tpch_q07/datafusion:arrow	1157240416	1151385784	1.01
tpch_q08/datafusion:arrow	1134312559	1127849310	1.01
tpch_q09/datafusion:arrow	1342849877	1344045978	1.00
tpch_q10/datafusion:arrow	583287111	584901992	1.00
tpch_q11/datafusion:arrow	136691363	138042705	0.99
tpch_q12/datafusion:arrow	727700449	760981518	0.96
tpch_q13/datafusion:arrow	503716745	500708887	1.01
tpch_q14/datafusion:arrow	315425016	313089489	1.01
tpch_q15/datafusion:arrow	691624807	688153501	1.01
tpch_q16/datafusion:arrow	104461264	103261130	1.01
tpch_q17/datafusion:arrow	1310473758	1316263569	1.00
tpch_q18/datafusion:arrow	1855301985	1911787146	0.97
tpch_q19/datafusion:arrow	485427129	495439598	0.98
tpch_q20/datafusion:arrow	478422512	492236001	0.97
tpch_q21/datafusion:arrow	2983224330	2989287494	1.00
tpch_q22/datafusion:arrow	128550673	132225851	0.97

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

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	169526067	170916239	0.99
tpch_q02/duckdb:vortex-file-compressed	50687347	50385964	1.01
tpch_q03/duckdb:vortex-file-compressed	122842253	125254572	0.98
tpch_q04/duckdb:vortex-file-compressed	148375696	152469422	0.97
tpch_q05/duckdb:vortex-file-compressed	128858738	126028246	1.02
tpch_q06/duckdb:vortex-file-compressed	45539233	48268030	0.94
tpch_q07/duckdb:vortex-file-compressed	141578966	142597840	0.99
tpch_q08/duckdb:vortex-file-compressed	167298179	166792539	1.00
tpch_q09/duckdb:vortex-file-compressed	319175640	321482220	0.99
tpch_q10/duckdb:vortex-file-compressed	141094460	142753449	0.99
tpch_q11/duckdb:vortex-file-compressed	32736484	33632440	0.97
tpch_q12/duckdb:vortex-file-compressed	93534525	92380023	1.01
tpch_q13/duckdb:vortex-file-compressed	225189942	229124559	0.98
tpch_q14/duckdb:vortex-file-compressed	66260988	65752869	1.01
tpch_q15/duckdb:vortex-file-compressed	86528855	86887201	1.00
tpch_q16/duckdb:vortex-file-compressed	77545390	78884779	0.98
tpch_q17/duckdb:vortex-file-compressed	95686904	97230317	0.98
tpch_q18/duckdb:vortex-file-compressed	288486121	287792107	1.00
tpch_q19/duckdb:vortex-file-compressed	83209841	84007730	0.99
tpch_q20/duckdb:vortex-file-compressed	156286928	156426045	1.00
tpch_q21/duckdb:vortex-file-compressed	560410626	563453907	0.99
tpch_q22/duckdb:vortex-file-compressed	70040025	71001074	0.99

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

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	226978321	228132790	0.99
tpch_q02/duckdb:vortex-compact	54525557	55468855	0.98
tpch_q03/duckdb:vortex-compact	136329290	138623586	0.98
tpch_q04/duckdb:vortex-compact	170656584	171500316	1.00
tpch_q05/duckdb:vortex-compact	142038839	143974304	0.99
tpch_q06/duckdb:vortex-compact	82393001	83506806	0.99
tpch_q07/duckdb:vortex-compact	196198597	196252792	1.00
tpch_q08/duckdb:vortex-compact	183933093	185353912	0.99
tpch_q09/duckdb:vortex-compact	349631698	351008990	1.00
tpch_q10/duckdb:vortex-compact	175782478	175977672	1.00
tpch_q11/duckdb:vortex-compact	39737337	39994431	0.99
tpch_q12/duckdb:vortex-compact	199608921	200940047	0.99
tpch_q13/duckdb:vortex-compact	274216983	278006477	0.99
tpch_q14/duckdb:vortex-compact	96963885	98342815	0.99
tpch_q15/duckdb:vortex-compact	111281624	112293249	0.99
tpch_q16/duckdb:vortex-compact	82674012	83733965	0.99
tpch_q17/duckdb:vortex-compact	111032753	113069427	0.98
tpch_q18/duckdb:vortex-compact	291823421	288651353	1.01
tpch_q19/duckdb:vortex-compact	107240682	106458102	1.01
tpch_q20/duckdb:vortex-compact	199239629	201630373	0.99
tpch_q21/duckdb:vortex-compact	606831885	613669412	0.99
tpch_q22/duckdb:vortex-compact	84634549	85394719	0.99

duckdb / parquet (0.995x ➖, 0↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	258851095	258208878	1.00
tpch_q02/duckdb:parquet	99676500	95814127	1.04
tpch_q03/duckdb:parquet	207107433	205821089	1.01
tpch_q04/duckdb:parquet	134059898	136492186	0.98
tpch_q05/duckdb:parquet	213440395	215316465	0.99
tpch_q06/duckdb:parquet	64560686	65387250	0.99
tpch_q07/duckdb:parquet	178565689	183108775	0.98
tpch_q08/duckdb:parquet	250147594	252357670	0.99
tpch_q09/duckdb:parquet	483791375	482626546	1.00
tpch_q10/duckdb:parquet	608793406	610946636	1.00
tpch_q11/duckdb:parquet	55332271	58682955	0.94
tpch_q12/duckdb:parquet	123400088	121099085	1.02
tpch_q13/duckdb:parquet	440414957	449095570	0.98
tpch_q14/duckdb:parquet	174473802	174228163	1.00
tpch_q15/duckdb:parquet	95276937	95083279	1.00
tpch_q16/duckdb:parquet	162881439	160714191	1.01
tpch_q17/duckdb:parquet	176233979	175825828	1.00
tpch_q18/duckdb:parquet	351685265	351986122	1.00
tpch_q19/duckdb:parquet	280898099	286014243	0.98
tpch_q20/duckdb:parquet	226396977	225256768	1.01
tpch_q21/duckdb:parquet	553978218	559086481	0.99
tpch_q22/duckdb:parquet	288770256	291952278	0.99

duckdb / duckdb (0.996x ➖, 0↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	116923786	117099782	1.00
tpch_q02/duckdb:duckdb	47504336	45592705	1.04
tpch_q03/duckdb:duckdb	97214444	96475138	1.01
tpch_q04/duckdb:duckdb	132101364	132534160	1.00
tpch_q05/duckdb:duckdb	111136264	108857085	1.02
tpch_q06/duckdb:duckdb	37042401	37043427	1.00
tpch_q07/duckdb:duckdb	85773009	86221321	0.99
tpch_q08/duckdb:duckdb	110097727	111012147	0.99
tpch_q09/duckdb:duckdb	276532282	272791553	1.01
tpch_q10/duckdb:duckdb	200836970	202683657	0.99
tpch_q11/duckdb:duckdb	15787480	15694107	1.01
tpch_q12/duckdb:duckdb	83901864	85448174	0.98
tpch_q13/duckdb:duckdb	218904556	222607816	0.98
tpch_q14/duckdb:duckdb	69715477	71077096	0.98
tpch_q15/duckdb:duckdb	76889975	78093454	0.98
tpch_q16/duckdb:duckdb	73009551	74175508	0.98
tpch_q17/duckdb:duckdb	84676867	84829355	1.00
tpch_q18/duckdb:duckdb	212340620	211914928	1.00
tpch_q19/duckdb:duckdb	116802251	116624892	1.00
tpch_q20/duckdb:duckdb	111913789	113033887	0.99
tpch_q21/duckdb:duckdb	294047790	296838434	0.99
tpch_q22/duckdb:duckdb	66372111	68793945	0.96

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+0.2%	+0.0%	+0.2%	+10.0%	➖ noise
1	datafusion:vortex-compact	+1.0%	+0.0%	+0.9%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	-1.5%	+0.0%	-1.5%	+10.0%	➖ noise
1	duckdb:duckdb	-0.2%	+0.0%	-0.2%	+10.0%	➖ noise
1	duckdb:vortex-compact	-0.5%	+0.0%	-0.5%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	-0.8%	+0.0%	-0.9%	+10.0%	➖ noise
2	datafusion:arrow	-1.8%	+0.7%	-2.5%	+10.0%	➖ noise
2	datafusion:vortex-compact	-2.2%	+0.7%	-2.9%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-2.7%	+0.7%	-3.5%	+10.0%	➖ noise
2	duckdb:duckdb	+4.2%	+0.7%	+3.4%	+10.0%	➖ noise
2	duckdb:vortex-compact	-1.7%	+0.7%	-2.4%	+12.7%	➖ noise
2	duckdb:vortex-file-compressed	+0.6%	+0.7%	-0.1%	+10.0%	➖ noise
3	datafusion:arrow	-1.5%	-0.8%	-0.7%	+10.0%	➖ noise
3	datafusion:vortex-compact	-1.4%	-0.8%	-0.6%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-1.5%	-0.8%	-0.7%	+10.0%	➖ noise
3	duckdb:duckdb	+0.8%	-0.8%	+1.5%	+10.0%	➖ noise
3	duckdb:vortex-compact	-1.7%	-0.8%	-0.9%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-1.9%	-0.8%	-1.2%	+10.0%	➖ noise
4	datafusion:arrow	-3.1%	-2.2%	-1.0%	+10.0%	➖ noise
4	datafusion:vortex-compact	-1.3%	-2.2%	+0.8%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-1.8%	-2.2%	+0.3%	+10.0%	➖ noise
4	duckdb:duckdb	-0.3%	-2.2%	+1.9%	+10.0%	➖ noise
4	duckdb:vortex-compact	-0.5%	-2.2%	+1.7%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-2.7%	-2.2%	-0.5%	+10.0%	➖ noise
5	datafusion:arrow	-0.8%	-1.3%	+0.5%	+10.0%	➖ noise
5	datafusion:vortex-compact	-0.9%	-1.3%	+0.5%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-1.4%	-1.3%	-0.1%	+10.0%	➖ noise
5	duckdb:duckdb	+2.1%	-1.3%	+3.5%	+10.0%	➖ noise
5	duckdb:vortex-compact	-1.3%	-1.3%	-0.0%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+2.2%	-1.3%	+3.6%	+10.0%	➖ noise
6	datafusion:arrow	-2.9%	-4.6%	+1.8%	+10.0%	➖ noise
6	datafusion:vortex-compact	-1.5%	-4.6%	+3.2%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-3.5%	-4.6%	+1.1%	+10.0%	➖ noise
6	duckdb:duckdb	-0.0%	-4.6%	+4.8%	+10.7%	➖ noise
6	duckdb:vortex-compact	-1.3%	-4.6%	+3.4%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-5.7%	-4.6%	-1.1%	+13.2%	➖ noise
7	datafusion:arrow	+0.5%	-1.9%	+2.5%	+10.0%	➖ noise
7	datafusion:vortex-compact	-1.8%	-1.9%	+0.2%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-2.2%	-1.9%	-0.3%	+10.0%	➖ noise
7	duckdb:duckdb	-0.5%	-1.9%	+1.4%	+10.0%	➖ noise
7	duckdb:vortex-compact	-0.0%	-1.9%	+1.9%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-0.7%	-1.9%	+1.2%	+10.0%	➖ noise
8	datafusion:arrow	+0.6%	-1.2%	+1.8%	+10.0%	➖ noise
8	datafusion:vortex-compact	-0.8%	-1.2%	+0.4%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-1.8%	-1.2%	-0.6%	+10.0%	➖ noise
8	duckdb:duckdb	-0.8%	-1.2%	+0.4%	+10.0%	➖ noise
8	duckdb:vortex-compact	-0.8%	-1.2%	+0.4%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+0.3%	-1.2%	+1.5%	+10.0%	➖ noise
9	datafusion:arrow	-0.1%	-0.4%	+0.3%	+10.0%	➖ noise
9	datafusion:vortex-compact	-0.7%	-0.4%	-0.3%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-2.4%	-0.4%	-2.0%	+10.0%	➖ noise
9	duckdb:duckdb	+1.4%	-0.4%	+1.8%	+10.0%	➖ noise
9	duckdb:vortex-compact	-0.4%	-0.4%	+0.0%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-0.7%	-0.4%	-0.3%	+10.0%	➖ noise
10	datafusion:arrow	-0.3%	-1.3%	+1.0%	+10.0%	➖ noise
10	datafusion:vortex-compact	-1.3%	-1.3%	+0.0%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-0.8%	-1.3%	+0.5%	+10.0%	➖ noise
10	duckdb:duckdb	-0.9%	-1.3%	+0.4%	+10.0%	➖ noise
10	duckdb:vortex-compact	-0.1%	-1.3%	+1.2%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-1.2%	-1.3%	+0.1%	+10.0%	➖ noise
11	datafusion:arrow	-1.0%	-3.0%	+2.1%	+10.0%	➖ noise
11	datafusion:vortex-compact	-1.3%	-3.0%	+1.7%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-3.1%	-3.0%	-0.1%	+10.0%	➖ noise
11	duckdb:duckdb	+0.6%	-3.0%	+3.7%	+11.6%	➖ noise
11	duckdb:vortex-compact	-0.6%	-3.0%	+2.5%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-2.7%	-3.0%	+0.4%	+10.0%	➖ noise
12	datafusion:arrow	-4.4%	+1.3%	-5.6%	+32.3%	➖ noise
12	datafusion:vortex-compact	-1.8%	+1.3%	-3.1%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-3.6%	+1.3%	-4.7%	+10.0%	➖ noise
12	duckdb:duckdb	-1.8%	+1.3%	-3.0%	+10.0%	➖ noise
12	duckdb:vortex-compact	-0.7%	+1.3%	-1.9%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	+1.2%	+1.3%	-0.0%	+10.0%	➖ noise
13	datafusion:arrow	+0.6%	-1.3%	+1.9%	+10.0%	➖ noise
13	datafusion:vortex-compact	-2.9%	-1.3%	-1.6%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-2.3%	-1.3%	-1.0%	+10.0%	➖ noise
13	duckdb:duckdb	-1.7%	-1.3%	-0.4%	+10.0%	➖ noise
13	duckdb:vortex-compact	-1.4%	-1.3%	-0.1%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-1.7%	-1.3%	-0.4%	+10.0%	➖ noise
14	datafusion:arrow	+0.7%	+0.4%	+0.3%	+10.0%	➖ noise
14	datafusion:vortex-compact	-3.0%	+0.4%	-3.4%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-1.0%	+0.4%	-1.4%	+10.0%	➖ noise
14	duckdb:duckdb	-1.9%	+0.4%	-2.3%	+10.0%	➖ noise
14	duckdb:vortex-compact	-1.4%	+0.4%	-1.8%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+0.8%	+0.4%	+0.3%	+10.0%	➖ noise
15	datafusion:arrow	+0.5%	-0.4%	+0.9%	+10.0%	➖ noise
15	datafusion:vortex-compact	-1.8%	-0.4%	-1.4%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-0.5%	-0.4%	-0.1%	+10.0%	➖ noise
15	duckdb:duckdb	-1.5%	-0.4%	-1.1%	+10.0%	➖ noise
15	duckdb:vortex-compact	-0.9%	-0.4%	-0.5%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-0.4%	-0.4%	+0.0%	+10.0%	➖ noise
16	datafusion:arrow	+1.2%	-0.4%	+1.5%	+10.0%	➖ noise
16	datafusion:vortex-compact	+1.1%	-0.4%	+1.5%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-2.5%	-0.4%	-2.2%	+10.0%	➖ noise
16	duckdb:duckdb	-1.6%	-0.4%	-1.2%	+10.0%	➖ noise
16	duckdb:vortex-compact	-1.3%	-0.4%	-0.9%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-1.7%	-0.4%	-1.3%	+10.0%	➖ noise
17	datafusion:arrow	-0.4%	-0.4%	-0.0%	+10.0%	➖ noise
17	datafusion:vortex-compact	-1.1%	-0.4%	-0.7%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-1.8%	-0.4%	-1.4%	+10.0%	➖ noise
17	duckdb:duckdb	-0.2%	-0.4%	+0.2%	+10.0%	➖ noise
17	duckdb:vortex-compact	-1.8%	-0.4%	-1.4%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	-1.6%	-0.4%	-1.2%	+10.0%	➖ noise
18	datafusion:arrow	-3.0%	-0.4%	-2.5%	+10.0%	➖ noise
18	datafusion:vortex-compact	-1.7%	-0.4%	-1.3%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-2.0%	-0.4%	-1.6%	+10.0%	➖ noise
18	duckdb:duckdb	+0.2%	-0.4%	+0.6%	+10.0%	➖ noise
18	duckdb:vortex-compact	+1.1%	-0.4%	+1.5%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+0.2%	-0.4%	+0.7%	+10.0%	➖ noise
19	datafusion:arrow	-2.0%	-1.3%	-0.7%	+10.0%	➖ noise
19	datafusion:vortex-compact	-3.5%	-1.3%	-2.2%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-4.7%	-1.3%	-3.4%	+10.0%	➖ noise
19	duckdb:duckdb	+0.2%	-1.3%	+1.5%	+10.0%	➖ noise
19	duckdb:vortex-compact	+0.7%	-1.3%	+2.1%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	-0.9%	-1.3%	+0.4%	+10.0%	➖ noise
20	datafusion:arrow	-2.8%	-0.9%	-1.9%	+10.0%	➖ noise
20	datafusion:vortex-compact	-1.5%	-0.9%	-0.6%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	-2.0%	-0.9%	-1.1%	+10.0%	➖ noise
20	duckdb:duckdb	-1.0%	-0.9%	-0.1%	+10.0%	➖ noise
20	duckdb:vortex-compact	-1.2%	-0.9%	-0.3%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	-0.1%	-0.9%	+0.9%	+10.0%	➖ noise
21	datafusion:arrow	-0.2%	-1.2%	+1.0%	+10.0%	➖ noise
21	datafusion:vortex-compact	-1.7%	-1.2%	-0.5%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	-2.5%	-1.2%	-1.3%	+10.0%	➖ noise
21	duckdb:duckdb	-0.9%	-1.2%	+0.3%	+10.0%	➖ noise
21	duckdb:vortex-compact	-1.1%	-1.2%	+0.1%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	-0.5%	-1.2%	+0.7%	+10.0%	➖ noise
22	datafusion:arrow	-2.8%	-1.2%	-1.6%	+10.0%	➖ noise
22	datafusion:vortex-compact	+0.1%	-1.2%	+1.4%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	-0.1%	-1.2%	+1.2%	+10.0%	➖ noise
22	duckdb:duckdb	-3.5%	-1.2%	-2.3%	+10.0%	➖ noise
22	duckdb:vortex-compact	-0.9%	-1.2%	+0.4%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-1.4%	-1.2%	-0.1%	+10.0%	➖ noise

github-actions · 2026-05-01T14:12:10Z

Benchmarks: FineWeb S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +0.2%
Vortex (geomean): 1.009x ➖
Parquet (geomean): 1.007x ➖
Shifts: Parquet (control) +0.7% · Median polish -0.4%

datafusion / vortex-file-compressed (0.983x ➖, 0↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	33350108	34027644	0.98
fineweb_q01/datafusion:vortex-file-compressed	633086564	652244926	0.97
fineweb_q02/datafusion:vortex-file-compressed	668569519	632557411	1.06
fineweb_q03/datafusion:vortex-file-compressed	1329169537	1443706257	0.92
fineweb_q04/datafusion:vortex-file-compressed	1362202357	1370090172	0.99
fineweb_q05/datafusion:vortex-file-compressed	1346602832	1349924457	1.00
fineweb_q06/datafusion:vortex-file-compressed	1542451251	1586500339	0.97
fineweb_q07/datafusion:vortex-file-compressed	1384389935	1411975495	0.98
fineweb_q08/datafusion:vortex-file-compressed	537316870	548044489	0.98

datafusion / vortex-compact (0.967x ➖, 1↑ 1↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 🚨	53144763	32590656	1.63
fineweb_q01/datafusion:vortex-compact 🚀	509559607	730660136	0.70
fineweb_q02/datafusion:vortex-compact	653013455	699870282	0.93
fineweb_q03/datafusion:vortex-compact	1500700094	1484593111	1.01
fineweb_q04/datafusion:vortex-compact	1777052269	1768637672	1.00
fineweb_q05/datafusion:vortex-compact	1465908604	1473449800	0.99
fineweb_q06/datafusion:vortex-compact	1327900672	1587534801	0.84
fineweb_q07/datafusion:vortex-compact	1165186368	1289323174	0.90
fineweb_q08/datafusion:vortex-compact	373324025	408921761	0.91

datafusion / parquet (1.015x ➖, 0↑ 1↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet 🚨	1652902163	1224064857	1.35
fineweb_q01/datafusion:parquet	2277020242	2005701821	1.14
fineweb_q02/datafusion:parquet	1934664081	2016863655	0.96
fineweb_q03/datafusion:parquet	2127607451	2754710733	0.77
fineweb_q04/datafusion:parquet	2259183517	2044724970	1.10
fineweb_q05/datafusion:parquet	1995499448	2235371944	0.89
fineweb_q06/datafusion:parquet	2273019159	2267568417	1.00
fineweb_q07/datafusion:parquet	2205775016	2651751831	0.83
fineweb_q08/datafusion:parquet	2463622303	2021421498	1.22

duckdb / vortex-file-compressed (1.080x ➖, 0↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	93565582	89438231	1.05
fineweb_q01/duckdb:vortex-file-compressed	625255035	601530993	1.04
fineweb_q02/duckdb:vortex-file-compressed	507851651	452458638	1.12
fineweb_q03/duckdb:vortex-file-compressed	1588810523	1467565565	1.08
fineweb_q04/duckdb:vortex-file-compressed	1850922100	1657220754	1.12
fineweb_q05/duckdb:vortex-file-compressed	1553781195	1437670685	1.08
fineweb_q06/duckdb:vortex-file-compressed	1818308405	1744607288	1.04
fineweb_q07/duckdb:vortex-file-compressed	1697854816	1534821155	1.11
fineweb_q08/duckdb:vortex-file-compressed	739019214	678187611	1.09

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

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	85512796	82683139	1.03
fineweb_q01/duckdb:vortex-compact	628753593	704005943	0.89
fineweb_q02/duckdb:vortex-compact	613206486	608254441	1.01
fineweb_q03/duckdb:vortex-compact	1701326569	1680734836	1.01
fineweb_q04/duckdb:vortex-compact	1900036150	1695075591	1.12
fineweb_q05/duckdb:vortex-compact	1588411447	1577616342	1.01
fineweb_q06/duckdb:vortex-compact	1566207336	1505070835	1.04
fineweb_q07/duckdb:vortex-compact	1470461431	1409512954	1.04
fineweb_q08/duckdb:vortex-compact	524890492	566837653	0.93

duckdb / parquet (0.999x ➖, 0↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1199352339	1183944850	1.01
fineweb_q01/duckdb:parquet	1293455504	1362173494	0.95
fineweb_q02/duckdb:parquet	1372004837	1410790479	0.97
fineweb_q03/duckdb:parquet	3657401718	3800134761	0.96
fineweb_q04/duckdb:parquet	1948440283	1943794483	1.00
fineweb_q05/duckdb:parquet	2163394396	2337371858	0.93
fineweb_q06/duckdb:parquet	4432285132	4410878181	1.00
fineweb_q07/duckdb:parquet	2835009758	2743369607	1.03
fineweb_q08/duckdb:parquet	1283188523	1125600536	1.14

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+63.1%	+17.0%	+39.4%	+180.6%	➖ noise
0	datafusion:vortex-file-compressed	-2.0%	+17.0%	-16.2%	+264.5%	➖ noise
0	duckdb:vortex-compact	+3.4%	+17.0%	-11.6%	+65.6%	➖ noise
0	duckdb:vortex-file-compressed	+4.6%	+17.0%	-10.6%	+42.4%	➖ noise
1	datafusion:vortex-compact	-30.3%	+3.8%	-32.8%	+56.7%	➖ noise
1	datafusion:vortex-file-compressed	-2.9%	+3.8%	-6.5%	+72.2%	➖ noise
1	duckdb:vortex-compact	-10.7%	+3.8%	-14.0%	+50.4%	➖ noise
1	duckdb:vortex-file-compressed	+3.9%	+3.8%	+0.1%	+41.6%	➖ noise
2	datafusion:vortex-compact	-6.7%	-3.4%	-3.4%	+36.5%	➖ noise
2	datafusion:vortex-file-compressed	+5.7%	-3.4%	+9.4%	+43.1%	➖ noise
2	duckdb:vortex-compact	+0.8%	-3.4%	+4.4%	+32.1%	➖ noise
2	duckdb:vortex-file-compressed	+12.2%	-3.4%	+16.2%	+41.9%	➖ noise
3	datafusion:vortex-compact	+1.1%	-13.8%	+17.2%	+32.1%	➖ noise
3	datafusion:vortex-file-compressed	-7.9%	-13.8%	+6.8%	+32.1%	➖ noise
3	duckdb:vortex-compact	+1.2%	-13.8%	+17.4%	+32.1%	➖ noise
3	duckdb:vortex-file-compressed	+8.3%	-13.8%	+25.6%	+32.1%	➖ noise
4	datafusion:vortex-compact	+0.5%	+5.2%	-4.5%	+32.1%	➖ noise
4	datafusion:vortex-file-compressed	-0.6%	+5.2%	-5.5%	+32.1%	➖ noise
4	duckdb:vortex-compact	+12.1%	+5.2%	+6.5%	+32.1%	➖ noise
4	duckdb:vortex-file-compressed	+11.7%	+5.2%	+6.1%	+32.1%	➖ noise
5	datafusion:vortex-compact	-0.5%	-9.1%	+9.5%	+32.1%	➖ noise
5	datafusion:vortex-file-compressed	-0.2%	-9.1%	+9.7%	+32.1%	➖ noise
5	duckdb:vortex-compact	+0.7%	-9.1%	+10.8%	+32.1%	➖ noise
5	duckdb:vortex-file-compressed	+8.1%	-9.1%	+18.9%	+32.1%	➖ noise
6	datafusion:vortex-compact	-16.4%	+0.4%	-16.7%	+32.1%	➖ noise
6	datafusion:vortex-file-compressed	-2.8%	+0.4%	-3.1%	+32.1%	➖ noise
6	duckdb:vortex-compact	+4.1%	+0.4%	+3.7%	+32.1%	➖ noise
6	duckdb:vortex-file-compressed	+4.2%	+0.4%	+3.8%	+32.1%	➖ noise
7	datafusion:vortex-compact	-9.6%	-7.3%	-2.5%	+32.1%	➖ noise
7	datafusion:vortex-file-compressed	-2.0%	-7.3%	+5.8%	+32.1%	➖ noise
7	duckdb:vortex-compact	+4.3%	-7.3%	+12.5%	+32.1%	➖ noise
7	duckdb:vortex-file-compressed	+10.6%	-7.3%	+19.3%	+32.1%	➖ noise
8	datafusion:vortex-compact	-8.7%	+17.9%	-22.5%	+42.4%	➖ noise
8	datafusion:vortex-file-compressed	-2.0%	+17.9%	-16.8%	+53.2%	➖ noise
8	duckdb:vortex-compact	-7.4%	+17.9%	-21.4%	+32.1%	➖ noise
8	duckdb:vortex-file-compressed	+9.0%	+17.9%	-7.6%	+32.1%	➖ noise

github-actions · 2026-05-01T14:12:10Z

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -2.0%
Vortex (geomean): 0.987x ➖
Parquet (geomean): 1.006x ➖
Shifts: Parquet (control) +0.6% · Median polish +0.1%

datafusion / vortex-file-compressed (1.002x ➖, 0↑ 1↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed	1720042	1631532	1.05
clickbench_q01/datafusion:vortex-file-compressed	18756653	19214451	0.98
clickbench_q02/datafusion:vortex-file-compressed	38469814	37906319	1.01
clickbench_q03/datafusion:vortex-file-compressed	42756399	43429419	0.98
clickbench_q04/datafusion:vortex-file-compressed	290419401	281988560	1.03
clickbench_q05/datafusion:vortex-file-compressed	300573925	307067168	0.98
clickbench_q06/datafusion:vortex-file-compressed	1640102	1648901	0.99
clickbench_q07/datafusion:vortex-file-compressed	22986931	22298425	1.03
clickbench_q08/datafusion:vortex-file-compressed	352246848	348923990	1.01
clickbench_q09/datafusion:vortex-file-compressed	543699652	546326264	1.00
clickbench_q10/datafusion:vortex-file-compressed	73639088	74080020	0.99
clickbench_q11/datafusion:vortex-file-compressed	85349457	83714789	1.02
clickbench_q12/datafusion:vortex-file-compressed	275892399	258663325	1.07
clickbench_q13/datafusion:vortex-file-compressed	410015857	406303529	1.01
clickbench_q14/datafusion:vortex-file-compressed	243967224	254406313	0.96
clickbench_q15/datafusion:vortex-file-compressed	324244262	326536063	0.99
clickbench_q16/datafusion:vortex-file-compressed	645042865	636676148	1.01
clickbench_q17/datafusion:vortex-file-compressed	627449224	636459025	0.99
clickbench_q18/datafusion:vortex-file-compressed	1275651600	1263400101	1.01
clickbench_q19/datafusion:vortex-file-compressed 🚨	34625613	29356463	1.18
clickbench_q20/datafusion:vortex-file-compressed	336898161	335022000	1.01
clickbench_q21/datafusion:vortex-file-compressed	366905709	363782975	1.01
clickbench_q22/datafusion:vortex-file-compressed	444004030	439301605	1.01
clickbench_q23/datafusion:vortex-file-compressed	645488566	687740432	0.94
clickbench_q24/datafusion:vortex-file-compressed	43390235	45513763	0.95
clickbench_q25/datafusion:vortex-file-compressed	71029305	72934472	0.97
clickbench_q26/datafusion:vortex-file-compressed	43672610	48478982	0.90
clickbench_q27/datafusion:vortex-file-compressed	724289688	716661176	1.01
clickbench_q28/datafusion:vortex-file-compressed	6502277427	6254743494	1.04
clickbench_q29/datafusion:vortex-file-compressed	229524350	247411374	0.93
clickbench_q30/datafusion:vortex-file-compressed	219181644	218149595	1.00
clickbench_q31/datafusion:vortex-file-compressed	251185996	252369686	1.00
clickbench_q32/datafusion:vortex-file-compressed	1097504915	1082603474	1.01
clickbench_q33/datafusion:vortex-file-compressed	1287002009	1266716033	1.02
clickbench_q34/datafusion:vortex-file-compressed	1274582654	1258876220	1.01
clickbench_q35/datafusion:vortex-file-compressed	446171456	444631805	1.00
clickbench_q36/datafusion:vortex-file-compressed	70196142	70658765	0.99
clickbench_q37/datafusion:vortex-file-compressed	34797964	34853866	1.00
clickbench_q38/datafusion:vortex-file-compressed	18666333	19227076	0.97
clickbench_q39/datafusion:vortex-file-compressed	130756605	128954276	1.01
clickbench_q40/datafusion:vortex-file-compressed	15912427	15891321	1.00
clickbench_q41/datafusion:vortex-file-compressed	15284176	14967808	1.02
clickbench_q42/datafusion:vortex-file-compressed	16858133	16997665	0.99

datafusion / parquet (1.007x ➖, 0↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet	1528065	1532816	1.00
clickbench_q01/datafusion:parquet	19033167	18278938	1.04
clickbench_q02/datafusion:parquet	47752877	48087925	0.99
clickbench_q03/datafusion:parquet	37274484	37636523	0.99
clickbench_q04/datafusion:parquet	303602319	293197826	1.04
clickbench_q05/datafusion:parquet	351046454	337741862	1.04
clickbench_q06/datafusion:parquet	1589013	1532996	1.04
clickbench_q07/datafusion:parquet	22597519	22179996	1.02
clickbench_q08/datafusion:parquet	372671853	376847604	0.99
clickbench_q09/datafusion:parquet	610895366	610148867	1.00
clickbench_q10/datafusion:parquet	103207302	103353495	1.00
clickbench_q11/datafusion:parquet	127959400	126550712	1.01
clickbench_q12/datafusion:parquet	342962664	335214761	1.02
clickbench_q13/datafusion:parquet	488842455	486826168	1.00
clickbench_q14/datafusion:parquet	342773181	334782932	1.02
clickbench_q15/datafusion:parquet	333600955	331466338	1.01
clickbench_q16/datafusion:parquet	646067885	652333878	0.99
clickbench_q17/datafusion:parquet	637392669	643232666	0.99
clickbench_q18/datafusion:parquet	1311925295	1284834557	1.02
clickbench_q19/datafusion:parquet	29542108	29087534	1.02
clickbench_q20/datafusion:parquet	592682464	582533015	1.02
clickbench_q21/datafusion:parquet	648918393	647427960	1.00
clickbench_q22/datafusion:parquet	971505211	952496194	1.02
clickbench_q23/datafusion:parquet	3595894242	3525827273	1.02
clickbench_q24/datafusion:parquet	80033222	82898176	0.97
clickbench_q25/datafusion:parquet	129061613	127944869	1.01
clickbench_q26/datafusion:parquet	82232757	84780161	0.97
clickbench_q27/datafusion:parquet	1029934272	1042563093	0.99
clickbench_q28/datafusion:parquet	6588106905	6557469017	1.00
clickbench_q29/datafusion:parquet	239808696	247499654	0.97
clickbench_q30/datafusion:parquet	321880486	312657401	1.03
clickbench_q31/datafusion:parquet	359973630	359179624	1.00
clickbench_q32/datafusion:parquet	1124279279	1206059870	0.93
clickbench_q33/datafusion:parquet	1465624068	1440460597	1.02
clickbench_q34/datafusion:parquet	1460555331	1446382723	1.01
clickbench_q35/datafusion:parquet	454309397	450825970	1.01
clickbench_q36/datafusion:parquet	138470810	134767377	1.03
clickbench_q37/datafusion:parquet	55965587	55907677	1.00
clickbench_q38/datafusion:parquet	83445398	83618035	1.00
clickbench_q39/datafusion:parquet	260147320	253857907	1.02
clickbench_q40/datafusion:parquet	29582401	29417156	1.01
clickbench_q41/datafusion:parquet	27093631	26521059	1.02
clickbench_q42/datafusion:parquet	29410678	28490449	1.03

duckdb / vortex-file-compressed (0.973x ➖, 7↑ 1↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed	6071437	5882136	1.03
clickbench_q01/duckdb:vortex-file-compressed	13557939	12995305	1.04
clickbench_q02/duckdb:vortex-file-compressed	25482729	24828629	1.03
clickbench_q03/duckdb:vortex-file-compressed	28897621	30744308	0.94
clickbench_q04/duckdb:vortex-file-compressed	179767471	180126017	1.00
clickbench_q05/duckdb:vortex-file-compressed	174670935	173825671	1.00
clickbench_q06/duckdb:vortex-file-compressed	20014210	20150845	0.99
clickbench_q07/duckdb:vortex-file-compressed	16151396	14896966	1.08
clickbench_q08/duckdb:vortex-file-compressed	254010981	254196412	1.00
clickbench_q09/duckdb:vortex-file-compressed	328736870	331015584	0.99
clickbench_q10/duckdb:vortex-file-compressed	64567023	66365857	0.97
clickbench_q11/duckdb:vortex-file-compressed	75038325	76311245	0.98
clickbench_q12/duckdb:vortex-file-compressed	192716679	192778855	1.00
clickbench_q13/duckdb:vortex-file-compressed	397307412	400752218	0.99
clickbench_q14/duckdb:vortex-file-compressed	231227890	224743078	1.03
clickbench_q15/duckdb:vortex-file-compressed	238747752	242106460	0.99
clickbench_q16/duckdb:vortex-file-compressed	580647580	574399117	1.01
clickbench_q17/duckdb:vortex-file-compressed	478220169	459247313	1.04
clickbench_q18/duckdb:vortex-file-compressed	963967945	965794282	1.00
clickbench_q19/duckdb:vortex-file-compressed	21085126	20304991	1.04
clickbench_q20/duckdb:vortex-file-compressed	316508087	326183356	0.97
clickbench_q21/duckdb:vortex-file-compressed	364994174	360409390	1.01
clickbench_q22/duckdb:vortex-file-compressed 🚨	595751023	497273390	1.20
clickbench_q23/duckdb:vortex-file-compressed 🚀	309375651	365775347	0.85
clickbench_q24/duckdb:vortex-file-compressed	36261822	36503855	0.99
clickbench_q25/duckdb:vortex-file-compressed	78785929	77618400	1.02
clickbench_q26/duckdb:vortex-file-compressed	42776749	46009662	0.93
clickbench_q27/duckdb:vortex-file-compressed	462288668	463346875	1.00
clickbench_q28/duckdb:vortex-file-compressed	2961024599	2958662305	1.00
clickbench_q29/duckdb:vortex-file-compressed	27611774	27689455	1.00
clickbench_q30/duckdb:vortex-file-compressed	184603545	187874299	0.98
clickbench_q31/duckdb:vortex-file-compressed	277980616	274215421	1.01
clickbench_q32/duckdb:vortex-file-compressed	1159275120	1190698989	0.97
clickbench_q33/duckdb:vortex-file-compressed	1113425220	1176833276	0.95
clickbench_q34/duckdb:vortex-file-compressed	1193754650	1191575428	1.00
clickbench_q35/duckdb:vortex-file-compressed	375719724	376829137	1.00
clickbench_q36/duckdb:vortex-file-compressed 🚀	25947289	29602102	0.88
clickbench_q37/duckdb:vortex-file-compressed 🚀	18793360	22305071	0.84
clickbench_q38/duckdb:vortex-file-compressed 🚀	20245511	23279646	0.87
clickbench_q39/duckdb:vortex-file-compressed	39326603	41713701	0.94
clickbench_q40/duckdb:vortex-file-compressed 🚀	19160847	24399268	0.79
clickbench_q41/duckdb:vortex-file-compressed 🚀	18631183	23816897	0.78
clickbench_q42/duckdb:vortex-file-compressed 🚀	19382227	23644085	0.82

duckdb / parquet (1.005x ➖, 0↑ 1↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	25568436	24978557	1.02
clickbench_q01/duckdb:parquet	26900320	28534000	0.94
clickbench_q02/duckdb:parquet	47922538	48647911	0.99
clickbench_q03/duckdb:parquet	38083993	38591753	0.99
clickbench_q04/duckdb:parquet	199761818	200609074	1.00
clickbench_q05/duckdb:parquet	265848737	266452507	1.00
clickbench_q06/duckdb:parquet	45825582	45927207	1.00
clickbench_q07/duckdb:parquet	29126884	29830739	0.98
clickbench_q08/duckdb:parquet	267481739	263927958	1.01
clickbench_q09/duckdb:parquet	393838581	392706881	1.00
clickbench_q10/duckdb:parquet	81889537	80900132	1.01
clickbench_q11/duckdb:parquet	97768496	97761253	1.00
clickbench_q12/duckdb:parquet	282408753	292750789	0.96
clickbench_q13/duckdb:parquet	477669613	474354593	1.01
clickbench_q14/duckdb:parquet	329359343	326549202	1.01
clickbench_q15/duckdb:parquet	256286203	255944743	1.00
clickbench_q16/duckdb:parquet	645119924	630336323	1.02
clickbench_q17/duckdb:parquet	530297721	530159670	1.00
clickbench_q18/duckdb:parquet	1067231638	1054326155	1.01
clickbench_q19/duckdb:parquet	25889927	25406256	1.02
clickbench_q20/duckdb:parquet	420279835	421818610	1.00
clickbench_q21/duckdb:parquet	541045408	543924876	0.99
clickbench_q22/duckdb:parquet	942972711	936472205	1.01
clickbench_q23/duckdb:parquet	304543619	297569867	1.02
clickbench_q24/duckdb:parquet	68138630	68294358	1.00
clickbench_q25/duckdb:parquet	157228132	157229335	1.00
clickbench_q26/duckdb:parquet	48748443	50585269	0.96
clickbench_q27/duckdb:parquet	641424175	639728251	1.00
clickbench_q28/duckdb:parquet	4809703996	4848957139	0.99
clickbench_q29/duckdb:parquet	40796770	41044234	0.99
clickbench_q30/duckdb:parquet	301439709	298349064	1.01
clickbench_q31/duckdb:parquet	358873168	362475575	0.99
clickbench_q32/duckdb:parquet	1146867207	1204662408	0.95
clickbench_q33/duckdb:parquet	1213899948	1217693952	1.00
clickbench_q34/duckdb:parquet	1256566395	1254436745	1.00
clickbench_q35/duckdb:parquet	362474731	359542977	1.01
clickbench_q36/duckdb:parquet	49577011	49776360	1.00
clickbench_q37/duckdb:parquet	34397067	32713776	1.05
clickbench_q38/duckdb:parquet	33743995	32936540	1.02
clickbench_q39/duckdb:parquet 🚨	83695586	72636389	1.15
clickbench_q40/duckdb:parquet	19159685	17745401	1.08
clickbench_q41/duckdb:parquet	18279739	18199174	1.00
clickbench_q42/duckdb:parquet	20776413	20275973	1.02

duckdb / duckdb (0.984x ➖, 3↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb	18103588	18092362	1.00
clickbench_q01/duckdb:duckdb	32747432	32038159	1.02
clickbench_q02/duckdb:duckdb	43733066	44241494	0.99
clickbench_q03/duckdb:duckdb	47000806	46590073	1.01
clickbench_q04/duckdb:duckdb	186207584	188309393	0.99
clickbench_q05/duckdb:duckdb	261765567	266173184	0.98
clickbench_q06/duckdb:duckdb	28378559	28578206	0.99
clickbench_q07/duckdb:duckdb	35333187	34890228	1.01
clickbench_q08/duckdb:duckdb	249273381	247831090	1.01
clickbench_q09/duckdb:duckdb	366008602	365848479	1.00
clickbench_q10/duckdb:duckdb	97983720	97363738	1.01
clickbench_q11/duckdb:duckdb	107283594	107772648	1.00
clickbench_q12/duckdb:duckdb	238016023	234966612	1.01
clickbench_q13/duckdb:duckdb	468774575	492915093	0.95
clickbench_q14/duckdb:duckdb	275596548	279497016	0.99
clickbench_q15/duckdb:duckdb	215481377	217450828	0.99
clickbench_q16/duckdb:duckdb	623386203	644617196	0.97
clickbench_q17/duckdb:duckdb	528901989	554383540	0.95
clickbench_q18/duckdb:duckdb	1171326281	1190836644	0.98
clickbench_q19/duckdb:duckdb	34097910	34338584	0.99
clickbench_q20/duckdb:duckdb 🚀	887257202	1067970844	0.83
clickbench_q21/duckdb:duckdb 🚀	937605441	1119551660	0.84
clickbench_q22/duckdb:duckdb	1013401323	1104262159	0.92
clickbench_q23/duckdb:duckdb	254148144	250293303	1.02
clickbench_q24/duckdb:duckdb	61812217	61180736	1.01
clickbench_q25/duckdb:duckdb	141292330	141143081	1.00
clickbench_q26/duckdb:duckdb	59682715	59674062	1.00
clickbench_q27/duckdb:duckdb 🚀	967731835	1081662297	0.89
clickbench_q28/duckdb:duckdb	4586451756	4649396702	0.99
clickbench_q29/duckdb:duckdb	48183090	48307458	1.00
clickbench_q30/duckdb:duckdb	264073288	261265263	1.01
clickbench_q31/duckdb:duckdb	417011029	424540704	0.98
clickbench_q32/duckdb:duckdb	1538169068	1574520792	0.98
clickbench_q33/duckdb:duckdb	1968321902	2011349819	0.98
clickbench_q34/duckdb:duckdb	2089932225	2142017069	0.98
clickbench_q35/duckdb:duckdb	285690409	279853855	1.02
clickbench_q36/duckdb:duckdb	38749666	38362498	1.01
clickbench_q37/duckdb:duckdb	29491904	29967596	0.98
clickbench_q38/duckdb:duckdb	31780040	31527762	1.01
clickbench_q39/duckdb:duckdb	64343710	65532762	0.98
clickbench_q40/duckdb:duckdb	31351579	31108379	1.01
clickbench_q41/duckdb:duckdb	30506731	29394741	1.04
clickbench_q42/duckdb:duckdb	31648575	30743604	1.03

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	+5.4%	+1.0%	+4.4%	+781.8%	➖ noise
0	duckdb:duckdb	+0.1%	+1.0%	-0.9%	+291.1%	➖ noise
0	duckdb:vortex-file-compressed	+3.2%	+1.0%	+2.2%	+490.4%	➖ noise
1	datafusion:vortex-file-compressed	-2.4%	-0.9%	-1.5%	+25.7%	➖ noise
1	duckdb:duckdb	+2.2%	-0.9%	+3.2%	+57.5%	➖ noise
1	duckdb:vortex-file-compressed	+4.3%	-0.9%	+5.3%	+24.4%	➖ noise
2	datafusion:vortex-file-compressed	+1.5%	-1.1%	+2.6%	+16.2%	➖ noise
2	duckdb:duckdb	-1.1%	-1.1%	-0.1%	+19.5%	➖ noise
2	duckdb:vortex-file-compressed	+2.6%	-1.1%	+3.8%	+13.5%	➖ noise
3	datafusion:vortex-file-compressed	-1.5%	-1.1%	-0.4%	+143.9%	➖ noise
3	duckdb:duckdb	+0.9%	-1.1%	+2.0%	+37.6%	➖ noise
3	duckdb:vortex-file-compressed	-6.0%	-1.1%	-4.9%	+70.3%	➖ noise
4	datafusion:vortex-file-compressed	+3.0%	+1.5%	+1.4%	+10.0%	➖ noise
4	duckdb:duckdb	-1.1%	+1.5%	-2.6%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-0.2%	+1.5%	-1.7%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-2.1%	+1.8%	-3.9%	+10.0%	➖ noise
5	duckdb:duckdb	-1.7%	+1.8%	-3.4%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+0.5%	+1.8%	-1.3%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-0.5%	+1.7%	-2.2%	+38.5%	➖ noise
6	duckdb:duckdb	-0.7%	+1.7%	-2.4%	+28.3%	➖ noise
6	duckdb:vortex-file-compressed	-0.7%	+1.7%	-2.3%	+18.9%	➖ noise
7	datafusion:vortex-file-compressed	+3.1%	-0.3%	+3.4%	+15.4%	➖ noise
7	duckdb:duckdb	+1.3%	-0.3%	+1.5%	+10.1%	➖ noise
7	duckdb:vortex-file-compressed	+8.4%	-0.3%	+8.7%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+1.0%	+0.1%	+0.8%	+10.0%	➖ noise
8	duckdb:duckdb	+0.6%	+0.1%	+0.5%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-0.1%	+0.1%	-0.2%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-0.5%	+0.2%	-0.7%	+10.0%	➖ noise
9	duckdb:duckdb	+0.0%	+0.2%	-0.2%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-0.7%	+0.2%	-0.9%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-0.6%	+0.5%	-1.1%	+10.0%	➖ noise
10	duckdb:duckdb	+0.6%	+0.5%	+0.1%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-2.7%	+0.5%	-3.2%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+2.0%	+0.6%	+1.4%	+10.2%	➖ noise
11	duckdb:duckdb	-0.5%	+0.6%	-1.0%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-1.7%	+0.6%	-2.2%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	+6.7%	-0.7%	+7.4%	+10.0%	➖ noise
12	duckdb:duckdb	+1.3%	-0.7%	+2.0%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-0.0%	-0.7%	+0.6%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+0.9%	+0.6%	+0.4%	+10.0%	➖ noise
13	duckdb:duckdb	-4.9%	+0.6%	-5.4%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-0.9%	+0.6%	-1.4%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-4.1%	+1.6%	-5.6%	+10.0%	➖ noise
14	duckdb:duckdb	-1.4%	+1.6%	-3.0%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+2.9%	+1.6%	+1.2%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-0.7%	+0.4%	-1.1%	+10.0%	➖ noise
15	duckdb:duckdb	-0.9%	+0.4%	-1.3%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-1.4%	+0.4%	-1.8%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+1.3%	+0.7%	+0.6%	+10.0%	➖ noise
16	duckdb:duckdb	-3.3%	+0.7%	-3.9%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	+1.1%	+0.7%	+0.4%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-1.4%	-0.4%	-1.0%	+10.0%	➖ noise
17	duckdb:duckdb	-4.6%	-0.4%	-4.2%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	+4.1%	-0.4%	+4.6%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+1.0%	+1.7%	-0.7%	+10.0%	➖ noise
18	duckdb:duckdb	-1.6%	+1.7%	-3.2%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-0.2%	+1.7%	-1.8%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+17.9%	+1.7%	+15.9%	+28.5%	➖ noise
19	duckdb:duckdb	-0.7%	+1.7%	-2.4%	+17.3%	➖ noise
19	duckdb:vortex-file-compressed	+3.8%	+1.7%	+2.1%	+19.2%	➖ noise
20	datafusion:vortex-file-compressed	+0.6%	+0.7%	-0.1%	+210.5%	➖ noise
20	duckdb:duckdb	-16.9%	+0.7%	-17.5%	+24.2%	➖ noise
20	duckdb:vortex-file-compressed	-3.0%	+0.7%	-3.6%	+61.1%	➖ noise
21	datafusion:vortex-file-compressed	+0.9%	-0.2%	+1.0%	+10.0%	➖ noise
21	duckdb:duckdb	-16.3%	-0.2%	-16.1%	+10.0%	✅ faster
21	duckdb:vortex-file-compressed	+1.3%	-0.2%	+1.4%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+1.1%	+1.3%	-0.3%	+14.8%	➖ noise
22	duckdb:duckdb	-8.2%	+1.3%	-9.4%	+10.4%	✅ faster
22	duckdb:vortex-file-compressed	+19.8%	+1.3%	+18.2%	+15.5%	🚨 regression
23	datafusion:vortex-file-compressed	-6.1%	+2.2%	-8.1%	+51.4%	➖ noise
23	duckdb:duckdb	+1.5%	+2.2%	-0.6%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	-15.4%	+2.2%	-17.2%	+17.2%	✅ faster
24	datafusion:vortex-file-compressed	-4.7%	-1.9%	-2.9%	+10.0%	➖ noise
24	duckdb:duckdb	+1.0%	-1.9%	+2.9%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	-0.7%	-1.9%	+1.2%	+10.0%	➖ noise
25	datafusion:vortex-file-compressed	-2.6%	+0.4%	-3.0%	+10.0%	➖ noise
25	duckdb:duckdb	+0.1%	+0.4%	-0.3%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	+1.5%	+0.4%	+1.1%	+11.2%	➖ noise
26	datafusion:vortex-file-compressed	-9.9%	-3.3%	-6.8%	+15.0%	➖ noise
26	duckdb:duckdb	+0.0%	-3.3%	+3.4%	+11.0%	➖ noise
26	duckdb:vortex-file-compressed	-7.0%	-3.3%	-3.8%	+18.8%	➖ noise
27	datafusion:vortex-file-compressed	+1.1%	-0.5%	+1.5%	+10.0%	➖ noise
27	duckdb:duckdb	-10.5%	-0.5%	-10.1%	+10.0%	✅ faster
27	duckdb:vortex-file-compressed	-0.2%	-0.5%	+0.2%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+4.0%	-0.2%	+4.1%	+10.9%	➖ noise
28	duckdb:duckdb	-1.4%	-0.2%	-1.2%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+0.1%	-0.2%	+0.3%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	-7.2%	-1.9%	-5.5%	+10.0%	➖ noise
29	duckdb:duckdb	-0.3%	-1.9%	+1.6%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	-0.3%	-1.9%	+1.6%	+10.2%	➖ noise
30	datafusion:vortex-file-compressed	+0.5%	+2.0%	-1.5%	+10.0%	➖ noise
30	duckdb:duckdb	+1.1%	+2.0%	-0.9%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	-1.7%	+2.0%	-3.7%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	-0.5%	-0.4%	-0.1%	+10.0%	➖ noise
31	duckdb:duckdb	-1.8%	-0.4%	-1.4%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	+1.4%	-0.4%	+1.8%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	+1.4%	-5.8%	+7.6%	+10.0%	➖ noise
32	duckdb:duckdb	-2.3%	-5.8%	+3.7%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	-2.6%	-5.8%	+3.3%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	+1.6%	+0.7%	+0.9%	+10.0%	➖ noise
33	duckdb:duckdb	-2.1%	+0.7%	-2.8%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	-5.4%	+0.7%	-6.1%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	+1.2%	+0.6%	+0.7%	+10.0%	➖ noise
34	duckdb:duckdb	-2.4%	+0.6%	-3.0%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	+0.2%	+0.6%	-0.4%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	+0.3%	+0.8%	-0.4%	+10.0%	➖ noise
35	duckdb:duckdb	+2.1%	+0.8%	+1.3%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	-0.3%	+0.8%	-1.1%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	-0.7%	+1.2%	-1.8%	+10.0%	➖ noise
36	duckdb:duckdb	+1.0%	+1.2%	-0.2%	+14.9%	➖ noise
36	duckdb:vortex-file-compressed	-12.3%	+1.2%	-13.4%	+10.6%	✅ faster
37	datafusion:vortex-file-compressed	-0.2%	+2.6%	-2.7%	+10.0%	➖ noise
37	duckdb:duckdb	-1.6%	+2.6%	-4.1%	+10.5%	➖ noise
37	duckdb:vortex-file-compressed	-15.7%	+2.6%	-17.9%	+10.0%	✅ faster
38	datafusion:vortex-file-compressed	-2.9%	+1.1%	-4.0%	+10.0%	➖ noise
38	duckdb:duckdb	+0.8%	+1.1%	-0.3%	+10.0%	➖ noise
38	duckdb:vortex-file-compressed	-13.0%	+1.1%	-14.0%	+10.9%	✅ faster
39	datafusion:vortex-file-compressed	+1.4%	+8.7%	-6.7%	+10.7%	➖ noise
39	duckdb:duckdb	-1.8%	+8.7%	-9.6%	+14.0%	➖ noise
39	duckdb:vortex-file-compressed	-5.7%	+8.7%	-13.2%	+14.4%	✅ faster
40	datafusion:vortex-file-compressed	+0.1%	+4.2%	-3.9%	+11.4%	➖ noise
40	duckdb:duckdb	+0.8%	+4.2%	-3.3%	+10.3%	➖ noise
40	duckdb:vortex-file-compressed	-21.5%	+4.2%	-24.6%	+15.1%	✅ faster
41	datafusion:vortex-file-compressed	+2.1%	+1.3%	+0.8%	+12.7%	➖ noise
41	duckdb:duckdb	+3.8%	+1.3%	+2.5%	+10.2%	➖ noise
41	duckdb:vortex-file-compressed	-21.8%	+1.3%	-22.8%	+10.1%	✅ faster
42	datafusion:vortex-file-compressed	-0.8%	+2.8%	-3.6%	+13.3%	➖ noise
42	duckdb:duckdb	+2.9%	+2.8%	+0.1%	+10.8%	➖ noise
42	duckdb:vortex-file-compressed	-18.0%	+2.8%	-20.3%	+14.1%	✅ faster

github-actions · 2026-05-01T14:12:11Z

Benchmarks: PolarSignals Profiling

Vortex (geomean): 1.015x ➖

datafusion / vortex-file-compressed (1.015x ➖, 0↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	124736442	122769870	1.02
polarsignals_q01/datafusion:vortex-file-compressed	272587705	283454978	0.96
polarsignals_q02/datafusion:vortex-file-compressed	23469841	22945137	1.02
polarsignals_q03/datafusion:vortex-file-compressed	281786124	267917550	1.05
polarsignals_q04/datafusion:vortex-file-compressed	11489427	11346827	1.01
polarsignals_q05/datafusion:vortex-file-compressed	15095537	15395212	0.98
polarsignals_q06/datafusion:vortex-file-compressed	19247759	18484895	1.04
polarsignals_q07/datafusion:vortex-file-compressed	14454573	13894905	1.04
polarsignals_q08/datafusion:vortex-file-compressed	424499332	423942692	1.00
polarsignals_q09/datafusion:vortex-file-compressed	11491252	11161383	1.03

github-actions · 2026-05-01T14:12:12Z

Benchmarks: FineWeb NVMe

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -1.4%
Vortex (geomean): 0.991x ➖
Parquet (geomean): 1.004x ➖
Shifts: Parquet (control) +0.4% · Median polish -0.0%

datafusion / vortex-file-compressed (0.999x ➖, 1↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	6019008	5586863	1.08
fineweb_q01/datafusion:vortex-file-compressed	21556664	21246320	1.01
fineweb_q02/datafusion:vortex-file-compressed	22057572	21320061	1.03
fineweb_q03/datafusion:vortex-file-compressed 🚀	73742258	89966741	0.82
fineweb_q04/datafusion:vortex-file-compressed	238761864	239479298	1.00
fineweb_q05/datafusion:vortex-file-compressed	216384454	216114353	1.00
fineweb_q06/datafusion:vortex-file-compressed	54010628	51512569	1.05
fineweb_q07/datafusion:vortex-file-compressed	60323000	60687068	0.99
fineweb_q08/datafusion:vortex-file-compressed	21570205	21027364	1.03

datafusion / vortex-compact (0.998x ➖, 0↑ 1↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 🚨	6267825	5615114	1.12
fineweb_q01/datafusion:vortex-compact	130359304	129104044	1.01
fineweb_q02/datafusion:vortex-compact	127912325	129283346	0.99
fineweb_q03/datafusion:vortex-compact	1042457069	1050112037	0.99
fineweb_q04/datafusion:vortex-compact	1105707610	1127421375	0.98
fineweb_q05/datafusion:vortex-compact	961148655	963397436	1.00
fineweb_q06/datafusion:vortex-compact	534926239	541762384	0.99
fineweb_q07/datafusion:vortex-compact	546970328	556920149	0.98
fineweb_q08/datafusion:vortex-compact	18511049	19812553	0.93

datafusion / parquet (1.007x ➖, 0↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	7028544	6787424	1.04
fineweb_q01/datafusion:parquet	296369746	296918023	1.00
fineweb_q02/datafusion:parquet	303854705	298099246	1.02
fineweb_q03/datafusion:parquet	296080540	292021957	1.01
fineweb_q04/datafusion:parquet	307412817	301117838	1.02
fineweb_q05/datafusion:parquet	305588243	300836361	1.02
fineweb_q06/datafusion:parquet	292940593	295895780	0.99
fineweb_q07/datafusion:parquet	285177699	288730752	0.99
fineweb_q08/datafusion:parquet	283587179	288906630	0.98

duckdb / vortex-file-compressed (0.959x ➖, 1↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	3261093	3463410	0.94
fineweb_q01/duckdb:vortex-file-compressed 🚀	21698479	24374620	0.89
fineweb_q02/duckdb:vortex-file-compressed	24567100	24845413	0.99
fineweb_q03/duckdb:vortex-file-compressed	117029177	123780458	0.95
fineweb_q04/duckdb:vortex-file-compressed	226845223	224393413	1.01
fineweb_q05/duckdb:vortex-file-compressed	206406102	218769261	0.94
fineweb_q06/duckdb:vortex-file-compressed	52444470	53816536	0.97
fineweb_q07/duckdb:vortex-file-compressed	54231483	56349813	0.96
fineweb_q08/duckdb:vortex-file-compressed	22730852	23214986	0.98

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

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	3907248	4027292	0.97
fineweb_q01/duckdb:vortex-compact	105248845	102442903	1.03
fineweb_q02/duckdb:vortex-compact	119694258	114684572	1.04
fineweb_q03/duckdb:vortex-compact	878726368	873131885	1.01
fineweb_q04/duckdb:vortex-compact	909616818	922630413	0.99
fineweb_q05/duckdb:vortex-compact	827435010	816649380	1.01
fineweb_q06/duckdb:vortex-compact	460392676	464132777	0.99
fineweb_q07/duckdb:vortex-compact	483078368	480605990	1.01
fineweb_q08/duckdb:vortex-compact	19518929	19114280	1.02

duckdb / parquet (1.001x ➖, 0↑ 0↓)

name	PR `0c4ab52` (ns)	base `fb0f605` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	32805388	32077251	1.02
fineweb_q01/duckdb:parquet	84937982	88677368	0.96
fineweb_q02/duckdb:parquet	86321276	86122477	1.00
fineweb_q03/duckdb:parquet	318577562	311595946	1.02
fineweb_q04/duckdb:parquet	445202921	442793536	1.01
fineweb_q05/duckdb:parquet	416738865	415626757	1.00
fineweb_q06/duckdb:parquet	200775751	198728356	1.01
fineweb_q07/duckdb:parquet	215505070	208852473	1.03
fineweb_q08/duckdb:parquet	34138659	35583576	0.96

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+11.6%	+2.9%	+8.5%	+48.7%	➖ noise
0	datafusion:vortex-file-compressed	+7.7%	+2.9%	+4.7%	+46.1%	➖ noise
0	duckdb:vortex-compact	-3.0%	+2.9%	-5.7%	+47.8%	➖ noise
0	duckdb:vortex-file-compressed	-5.8%	+2.9%	-8.5%	+80.1%	➖ noise
1	datafusion:vortex-compact	+1.0%	-2.2%	+3.3%	+13.3%	➖ noise
1	datafusion:vortex-file-compressed	+1.5%	-2.2%	+3.8%	+23.8%	➖ noise
1	duckdb:vortex-compact	+2.7%	-2.2%	+5.1%	+14.2%	➖ noise
1	duckdb:vortex-file-compressed	-11.0%	-2.2%	-9.0%	+61.7%	➖ noise
2	datafusion:vortex-compact	-1.1%	+1.1%	-2.1%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+3.5%	+1.1%	+2.4%	+13.4%	➖ noise
2	duckdb:vortex-compact	+4.4%	+1.1%	+3.3%	+15.4%	➖ noise
2	duckdb:vortex-file-compressed	-1.1%	+1.1%	-2.2%	+10.0%	➖ noise
3	datafusion:vortex-compact	-0.7%	+1.8%	-2.5%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-18.0%	+1.8%	-19.5%	+47.7%	➖ noise
3	duckdb:vortex-compact	+0.6%	+1.8%	-1.2%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-5.5%	+1.8%	-7.1%	+27.6%	➖ noise
4	datafusion:vortex-compact	-1.9%	+1.3%	-3.2%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-0.3%	+1.3%	-1.6%	+10.0%	➖ noise
4	duckdb:vortex-compact	-1.4%	+1.3%	-2.7%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+1.1%	+1.3%	-0.2%	+10.0%	➖ noise
5	datafusion:vortex-compact	-0.2%	+0.9%	-1.1%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+0.1%	+0.9%	-0.8%	+10.0%	➖ noise
5	duckdb:vortex-compact	+1.3%	+0.9%	+0.4%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-5.7%	+0.9%	-6.5%	+10.0%	➖ noise
6	datafusion:vortex-compact	-1.3%	+0.0%	-1.3%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+4.8%	+0.0%	+4.8%	+19.1%	➖ noise
6	duckdb:vortex-compact	-0.8%	+0.0%	-0.8%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-2.5%	+0.0%	-2.6%	+10.0%	➖ noise
7	datafusion:vortex-compact	-1.8%	+1.0%	-2.7%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-0.6%	+1.0%	-1.5%	+21.9%	➖ noise
7	duckdb:vortex-compact	+0.5%	+1.0%	-0.4%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-3.8%	+1.0%	-4.7%	+16.4%	➖ noise
8	datafusion:vortex-compact	-6.6%	-3.0%	-3.7%	+24.3%	➖ noise
8	datafusion:vortex-file-compressed	+2.6%	-3.0%	+5.7%	+10.0%	➖ noise
8	duckdb:vortex-compact	+2.1%	-3.0%	+5.2%	+19.3%	➖ noise
8	duckdb:vortex-file-compressed	-2.1%	-3.0%	+0.9%	+54.8%	➖ noise

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

codspeed-hq · 2026-05-01T15:35:08Z

Merging this PR will degrade performance by 16.36%

⚠️

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
❌ 9 regressed benchmarks
✅ 1183 untouched benchmarks

⚠️ Please fix the performance issues or acknowledge them on CodSpeed.

Performance Changes

	Mode	Benchmark	`BASE`	`HEAD`	Efficiency
❌	Simulation	`filter_all_true[100000]`	7.7 µs	8.8 µs	-12.59%
⚡	Simulation	`bench_many_codes_few_values[1024]`	436.9 µs	396.3 µs	+10.24%
⚡	Simulation	`encode_varbinview[(1000, 2)]`	244.3 µs	199.5 µs	+22.44%
❌	Simulation	`filter_all_true[250000]`	7.7 µs	8.8 µs	-12.59%
⚡	Simulation	`execute_scalar_struct_simple`	516.5 µs	468.2 µs	+10.31%
⚡	Simulation	`dict_canonicalize_zipfian[16, 1000]`	89.3 µs	50 µs	+78.52%
⚡	Simulation	`new_bp_prim_test_between[i16, 32768]`	134.7 µs	120.3 µs	+11.92%
⚡	Simulation	`new_bp_prim_test_between[i32, 16384]`	108.8 µs	93.8 µs	+15.98%
❌	Simulation	`patched_take_10k_adversarial`	229.5 µs	259.1 µs	-11.43%
⚡	Simulation	`new_bp_prim_test_between[i32, 32768]`	169.2 µs	140.2 µs	+20.72%
⚡	Simulation	`new_bp_prim_test_between[i64, 16384]`	143.9 µs	114.4 µs	+25.76%
⚡	Simulation	`patched_take_10k_contiguous_patches`	288.2 µs	258.9 µs	+11.31%
⚡	Simulation	`patched_take_10k_random`	300.5 µs	271.2 µs	+10.8%
❌	Simulation	`take_10k_dispersed`	240.7 µs	284.5 µs	-15.39%
❌	Simulation	`take_10k_first_chunk_only`	226.8 µs	271.2 µs	-16.36%
⚡	Simulation	`decompress_rd[f32, (100000, 0.1)]`	583.9 µs	495.9 µs	+17.75%
⚡	Simulation	`decompress_rd[f32, (100000, 0.01)]`	583.9 µs	495.8 µs	+17.76%
❌	Simulation	`decompress_rd[f32, (100000, 0.0)]`	496.9 µs	584.2 µs	-14.94%
❌	Simulation	`decompress_rd[f64, (10000, 0.1)]`	123.4 µs	139.2 µs	-11.38%
⚡	Simulation	`decompress_rd[f64, (100000, 0.1)]`	1,022 µs	843.2 µs	+21.21%
...	...	...	...	...	...

ℹ️ Only the first 20 benchmarks are displayed. Go to the app to view all benchmarks.

_{Comparing ji/vtable-array-outer (ee1a899) with develop (fb0f605)}

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

Signed-off-by: Joe Isaacs <joe.isaacs@live.co.uk> # Conflicts: # vortex-array/src/array/erased.rs # vortex-array/src/array/mod.rs

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

robert3005 · 2026-05-05T21:26:36Z

@joseph-isaacs I made it compile but I maybe there's a better way

joseph-isaacs · 2026-05-06T09:09:57Z

This seems like a reasonable why to do this for now

github-actions · 2026-05-06T09:16:56Z

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	`0c4ab52`		1	Explore Profiling Data

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github-actions · 2026-05-06T09:19:06Z

File Sizes: PolarSignals Profiling