feat: add builder execution path with AppendChild step by joseph-isaacs · Pull Request #7677 · vortex-data/vortex

joseph-isaacs · 2026-04-27T17:13:19Z

Adds ExecutionStep::AppendChild and execute_into_builder to support
iterative execution that appends child arrays directly into builders,
avoiding intermediate materialization for chunked arrays.

Increase the max iteration limit to 2^22 from 128

part of: #7674

codspeed-hq · 2026-04-27T17:17:52Z

Merging this PR will degrade performance by 25.28%

⚠️

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.

⚠️

Different runtime environments detected

Some benchmarks with significant performance changes were compared across different runtime environments,
which may affect the accuracy of the results.

Open the report in CodSpeed to investigate

⚡ 15 improved benchmarks
❌ 9 regressed benchmarks
✅ 1174 untouched benchmarks

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

Performance Changes

	Mode	Benchmark	`BASE`	`HEAD`	Efficiency
⚡	WallTime	`dict[10M_u64_values_u32_codes]`	318.7 µs	279 µs	+14.21%
❌	WallTime	`runend[10M_i32_runlen_10]`	159.5 µs	195.1 µs	-18.24%
❌	WallTime	`10M_10%[1000000]`	215.9 µs	249.3 µs	-13.4%
❌	WallTime	`10M_90%[10000000]`	195.2 µs	226.3 µs	-13.77%
❌	WallTime	`10M_50%[5000000]`	278 µs	312.1 µs	-10.91%
❌	Simulation	`chunked_opt_bool_into_canonical[(10, 1000)]`	999 µs	1,337.1 µs	-25.28%
❌	Simulation	`chunked_opt_bool_into_canonical[(100, 100)]`	220.1 µs	255.9 µs	-13.99%
❌	Simulation	`chunked_varbinview_into_canonical[(10, 1000)]`	1.7 ms	2 ms	-16.44%
❌	Simulation	`chunked_varbinview_opt_into_canonical[(10, 1000)]`	2.5 ms	2.8 ms	-11.02%
⚡	Simulation	`decompress[alp_for_bp_f64]`	2.9 ms	1.8 ms	+58.41%
⚡	Simulation	`alp_rd_decompress_f64`	2.4 ms	1.1 ms	×2.2
⚡	Simulation	`decompress_rd[f32, (100000, 0.1)]`	1,374.4 µs	582.4 µs	×2.4
⚡	Simulation	`decompress_rd[f32, (10000, 0.1)]`	165.6 µs	81.7 µs	×2
⚡	Simulation	`decompress_rd[f64, (100000, 0.01)]`	2.3 ms	1 ms	×2.3
⚡	Simulation	`decompress_rd[f64, (10000, 0.1)]`	258.5 µs	121.7 µs	×2.1
⚡	Simulation	`decompress_rd[f64, (10000, 0.0)]`	258 µs	121.8 µs	×2.1
⚡	Simulation	`decompress_rd[f32, (100000, 0.01)]`	1,374.9 µs	582.3 µs	×2.4
⚡	Simulation	`decompress_rd[f32, (10000, 0.0)]`	165.9 µs	85.5 µs	+93.95%
⚡	Simulation	`decompress_rd[f64, (100000, 0.1)]`	2.3 ms	1 ms	×2.3
⚡	Simulation	`decompress_rd[f64, (100000, 0.0)]`	2,294.5 µs	978.5 µs	×2.3
...	...	...	...	...	...

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

_{Comparing ji/append-to-builder-iter (cbafa66) with develop (70eee88)}

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

github-actions · 2026-04-28T14:08:00Z

Benchmarks: Compression

Vortex (geomean): 1.006x ➖
Parquet (geomean): 1.005x ➖

unknown / unknown (1.007x ➖, 6↑ 8↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
compress time/Arade	1195832497	1139273319	1.05
compress time/Bimbo	6986463715	7103801038	0.98
compress time/CMSprovider	2946471891	2964926982	0.99
compress time/Euro2016	453722580	457773734	0.99
compress time/Food	415345703	425921334	0.98
compress time/HashTags	859141024	823581462	1.04
compress time/TPC-H l_comment canonical	1370335666	1345955485	1.02
compress time/TPC-H l_comment chunked	1363347696	1368992572	1.00
compress time/taxi	750295966	722380122	1.04
compress time/wide table cols=100 chunks=1 rows=1000	12282749	11826670	1.04
compress time/wide table cols=100 chunks=50 rows=1000	12952962	12076266	1.07
compress time/wide table cols=1000 chunks=1 rows=1000	126819999	127491031	0.99
compress time/wide table cols=1000 chunks=50 rows=1000	135295262	124325524	1.09
compress time/wide table cols=10000 chunks=1 rows=1000	1436865441	1445656464	0.99
compress time/wide table cols=10000 chunks=50 rows=1000	1486122147	1397890641	1.06
decompress time/Arade 🚨	31081215	26916134	1.15
decompress time/Bimbo 🚀	88833098	101240956	0.88
decompress time/CMSprovider 🚀	87694604	97629106	0.90
decompress time/Euro2016	19396130	21300599	0.91
decompress time/Food 🚀	8427353	9386223	0.90
decompress time/HashTags	73725734	71568712	1.03
decompress time/TPC-H l_comment canonical	41573059	41485979	1.00
decompress time/TPC-H l_comment chunked	43600210	42560984	1.02
decompress time/taxi 🚀	15574345	17855209	0.87
decompress time/wide table cols=100 chunks=1 rows=1000	2819513	2601998	1.08
decompress time/wide table cols=100 chunks=50 rows=1000 🚨	2864518	2597562	1.10
decompress time/wide table cols=1000 chunks=1 rows=1000	25837031	25788739	1.00
decompress time/wide table cols=1000 chunks=50 rows=1000 🚨	28219780	24558365	1.15
decompress time/wide table cols=10000 chunks=1 rows=1000	290947041	273511464	1.06
decompress time/wide table cols=10000 chunks=50 rows=1000 🚨	293223115	261083404	1.12
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	3016817900	2903072688	1.04
parquet_rs-zstd compress time/Bimbo	15313483284	15057545789	1.02
parquet_rs-zstd compress time/CMSprovider	7869494021	7813213820	1.01
parquet_rs-zstd compress time/Euro2016	1407758891	1409914921	1.00
parquet_rs-zstd compress time/Food	900389126	900015387	1.00
parquet_rs-zstd compress time/HashTags	2491142923	2475989775	1.01
parquet_rs-zstd compress time/TPC-H l_comment canonical	3264449536	3308929524	0.99
parquet_rs-zstd compress time/TPC-H l_comment chunked	3250104949	3152281745	1.03
parquet_rs-zstd compress time/taxi	1434180956	1399228920	1.02
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000	7889130	7731328	1.02
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000	8102677	7800259	1.04
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000	85601870	85406169	1.00
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000	86671768	85048446	1.02
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000	896627923	894353959	1.00
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000	916875213	875522655	1.05
parquet_rs-zstd decompress time/Arade	659047721	639984720	1.03
parquet_rs-zstd decompress time/Bimbo	1733274148	1734354743	1.00
parquet_rs-zstd decompress time/CMSprovider	2044054191	2152528774	0.95
parquet_rs-zstd decompress time/Euro2016	394695589	393732989	1.00
parquet_rs-zstd decompress time/Food	225004312	227167749	0.99
parquet_rs-zstd decompress time/HashTags	715429122	671086060	1.07
parquet_rs-zstd decompress time/TPC-H l_comment canonical	572606162	581265294	0.99
parquet_rs-zstd decompress time/TPC-H l_comment chunked	582693069	572886041	1.02
parquet_rs-zstd decompress time/taxi	248926674	249617116	1.00
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000	2817330	2853141	0.99
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000	2924091	2984092	0.98
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000	33132348	33164625	1.00
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000	33512975	35614972	0.94
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000	348172611	350042801	0.99
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000	342043147	362931425	0.94
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	163394740	163394012	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	0.97
vortex:parquet-zstd ratio compress time/CMSprovider	0	0	0.99
vortex:parquet-zstd ratio compress time/Euro2016	0	0	0.99
vortex:parquet-zstd ratio compress time/Food	0	0	0.97
vortex:parquet-zstd ratio compress time/HashTags	0	0	1.04
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	0.97
vortex:parquet-zstd ratio compress time/taxi	0	0	1.01
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000	1	1	1.02
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=50 rows=1000	1	1	1.03
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000	1	1	0.99
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000	1	1	1.07
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000	1	1	0.99
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=50 rows=1000	1	1	1.02
vortex:parquet-zstd ratio decompress time/Arade 🚨	0	0	1.12
vortex:parquet-zstd ratio decompress time/Bimbo 🚀	0	0	0.88
vortex:parquet-zstd ratio decompress time/CMSprovider	0	0	0.95
vortex:parquet-zstd ratio decompress time/Euro2016	0	0	0.91
vortex:parquet-zstd ratio decompress time/Food	0	0	0.91
vortex:parquet-zstd ratio decompress time/HashTags	0	0	0.97
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0	0	1.02
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked	0	0	1.01
vortex:parquet-zstd ratio decompress time/taxi 🚀	0	0	0.87
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000	1	0	1.10
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000 🚨	0	0	1.13
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=50 rows=1000 🚨	0	0	1.22
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000	0	0	1.07
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000 🚨	0	0	1.19
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 · 2026-04-28T14:08:10Z

Benchmarks: Random Access

Vortex (geomean): 0.977x ➖
Parquet (geomean): 0.997x ➖

unknown / unknown (0.991x ➖, 2↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk 🚀	2057356	3099654	0.66
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer	1467707	1470728	1.00
random-access/feature-vectors/correlated/parquet-tokio-local-disk	8817463228	8580311868	1.03
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	8814898406	8451159014	1.04
random-access/feature-vectors/correlated/vortex-tokio-local-disk	8347210	8406755	0.99
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer	7916931	7871494	1.01
random-access/feature-vectors/uniform/lance-tokio-local-disk	6089832	6048666	1.01
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer	6812349	6806281	1.00
random-access/feature-vectors/uniform/parquet-tokio-local-disk	8639916596	8632603110	1.00
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer	8620114090	8595417162	1.00
random-access/feature-vectors/uniform/vortex-tokio-local-disk	13916513	13894602	1.00
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer	13504070	13660941	0.99
random-access/lance-tokio-local-disk	773225	748958	1.03
random-access/lance-tokio-local-disk-footer	1341546	1303214	1.03
random-access/nested-lists/correlated/lance-tokio-local-disk	260984	257477	1.01
random-access/nested-lists/correlated/lance-tokio-local-disk-footer	678923	680078	1.00
random-access/nested-lists/correlated/parquet-tokio-local-disk	134936487	135433170	1.00
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	136182730	133699449	1.02
random-access/nested-lists/correlated/vortex-tokio-local-disk	635413	680036	0.93
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer	662365	685205	0.97
random-access/nested-lists/uniform/lance-tokio-local-disk	1122782	1082776	1.04
random-access/nested-lists/uniform/lance-tokio-local-disk-footer	1565183	1516267	1.03
random-access/nested-lists/uniform/parquet-tokio-local-disk	137180942	133836323	1.02
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	136914740	134869771	1.02
random-access/nested-lists/uniform/vortex-tokio-local-disk	2217817	2193493	1.01
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer	2231205	2195282	1.02
random-access/nested-structs/correlated/lance-tokio-local-disk	409029	399052	1.03
random-access/nested-structs/correlated/lance-tokio-local-disk-footer	632440	616235	1.03
random-access/nested-structs/correlated/parquet-tokio-local-disk	28000885	28768648	0.97
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer	28075073	28693335	0.98
random-access/nested-structs/correlated/vortex-tokio-local-disk	824991	817054	1.01
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer	843471	808396	1.04
random-access/nested-structs/uniform/lance-tokio-local-disk	2815009	2683908	1.05
random-access/nested-structs/uniform/lance-tokio-local-disk-footer	3034445	2927458	1.04
random-access/nested-structs/uniform/parquet-tokio-local-disk	28293788	28643862	0.99
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer	28017939	28705039	0.98
random-access/nested-structs/uniform/vortex-tokio-local-disk	1774666	1778507	1.00
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer	1743515	1752732	0.99
random-access/parquet-tokio-local-disk	180374001	184409314	0.98
random-access/parquet-tokio-local-disk-footer	179482909	183790391	0.98
random-access/taxi/correlated/lance-tokio-local-disk	978036	945372	1.03
random-access/taxi/correlated/lance-tokio-local-disk-footer	1653371	1589111	1.04
random-access/taxi/correlated/parquet-tokio-local-disk	271447295	274092058	0.99
random-access/taxi/correlated/parquet-tokio-local-disk-footer	270558719	274419974	0.99
random-access/taxi/correlated/vortex-tokio-local-disk 🚀	1709728	1992124	0.86
random-access/taxi/correlated/vortex-tokio-local-disk-footer	1930249	2002834	0.96
random-access/taxi/uniform/lance-tokio-local-disk	10018738	9796031	1.02
random-access/taxi/uniform/lance-tokio-local-disk-footer	10711091	10502348	1.02
random-access/taxi/uniform/parquet-tokio-local-disk	287693835	289685229	0.99
random-access/taxi/uniform/parquet-tokio-local-disk-footer	286006805	290785294	0.98
random-access/taxi/uniform/vortex-tokio-local-disk	4785368	4924501	0.97
random-access/taxi/uniform/vortex-tokio-local-disk-footer	4768933	4892195	0.97
random-access/vortex-tokio-local-disk	1286124	1370844	0.94
random-access/vortex-tokio-local-disk-footer	1305099	1397437	0.93

github-actions · 2026-04-28T14:08:15Z

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.2%
Vortex (geomean): 1.021x ➖
Parquet (geomean): 1.027x ➖
Shifts: Parquet (control) +2.7% · Median polish +2.2%

datafusion / vortex-file-compressed (1.022x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	401792899	401912416	1.00
tpch_q02/datafusion:vortex-file-compressed	113023253	107620260	1.05
tpch_q03/datafusion:vortex-file-compressed	225741648	218861528	1.03
tpch_q04/datafusion:vortex-file-compressed	118161725	115481883	1.02
tpch_q05/datafusion:vortex-file-compressed	389052991	374429425	1.04
tpch_q06/datafusion:vortex-file-compressed	47265204	46091780	1.03
tpch_q07/datafusion:vortex-file-compressed	525650705	508896921	1.03
tpch_q08/datafusion:vortex-file-compressed	376043979	362704849	1.04
tpch_q09/datafusion:vortex-file-compressed	661733402	643783723	1.03
tpch_q10/datafusion:vortex-file-compressed	239143212	234671341	1.02
tpch_q11/datafusion:vortex-file-compressed	85211737	84036190	1.01
tpch_q12/datafusion:vortex-file-compressed	126104084	126055278	1.00
tpch_q13/datafusion:vortex-file-compressed	220981138	217222665	1.02
tpch_q14/datafusion:vortex-file-compressed	59714857	58580863	1.02
tpch_q15/datafusion:vortex-file-compressed	111828986	110412010	1.01
tpch_q16/datafusion:vortex-file-compressed	79067247	76884961	1.03
tpch_q17/datafusion:vortex-file-compressed	653119420	645406022	1.01
tpch_q18/datafusion:vortex-file-compressed	872816213	845490232	1.03
tpch_q19/datafusion:vortex-file-compressed	94222176	95095980	0.99
tpch_q20/datafusion:vortex-file-compressed	175350247	171553812	1.02
tpch_q21/datafusion:vortex-file-compressed	677132923	656441820	1.03
tpch_q22/datafusion:vortex-file-compressed	67904163	66875076	1.02

datafusion / vortex-compact (1.020x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	459977171	442454724	1.04
tpch_q02/datafusion:vortex-compact	116144459	110958927	1.05
tpch_q03/datafusion:vortex-compact	228585601	220686917	1.04
tpch_q04/datafusion:vortex-compact	127813135	125768175	1.02
tpch_q05/datafusion:vortex-compact	395320740	385590730	1.03
tpch_q06/datafusion:vortex-compact	66390269	66573405	1.00
tpch_q07/datafusion:vortex-compact	541051147	525125961	1.03
tpch_q08/datafusion:vortex-compact	374296673	364704117	1.03
tpch_q09/datafusion:vortex-compact	660159582	644447817	1.02
tpch_q10/datafusion:vortex-compact	258524178	252539980	1.02
tpch_q11/datafusion:vortex-compact	86906522	85172081	1.02
tpch_q12/datafusion:vortex-compact	170294589	169141215	1.01
tpch_q13/datafusion:vortex-compact	270594431	268414254	1.01
tpch_q14/datafusion:vortex-compact	76385140	75520565	1.01
tpch_q15/datafusion:vortex-compact	165630383	165847054	1.00
tpch_q16/datafusion:vortex-compact	81496149	80972940	1.01
tpch_q17/datafusion:vortex-compact	667139830	635424207	1.05
tpch_q18/datafusion:vortex-compact	884331492	854677513	1.03
tpch_q19/datafusion:vortex-compact	131650647	135679510	0.97
tpch_q20/datafusion:vortex-compact	197592655	191633518	1.03
tpch_q21/datafusion:vortex-compact	683756869	657212532	1.04
tpch_q22/datafusion:vortex-compact	74260232	74159197	1.00

datafusion / parquet (1.034x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	503793025	459386841	1.10
tpch_q02/datafusion:parquet	182559092	175412221	1.04
tpch_q03/datafusion:parquet	302823441	290839587	1.04
tpch_q04/datafusion:parquet	137060635	132141077	1.04
tpch_q05/datafusion:parquet	465391883	447377979	1.04
tpch_q06/datafusion:parquet	138925921	128657858	1.08
tpch_q07/datafusion:parquet	647882855	621266865	1.04
tpch_q08/datafusion:parquet	492875348	472617724	1.04
tpch_q09/datafusion:parquet	777929833	751759821	1.03
tpch_q10/datafusion:parquet	515795144	510348979	1.01
tpch_q11/datafusion:parquet	126373917	123072109	1.03
tpch_q12/datafusion:parquet	215237520	214804156	1.00
tpch_q13/datafusion:parquet	336667053	344755113	0.98
tpch_q14/datafusion:parquet	169135175	164423025	1.03
tpch_q15/datafusion:parquet	265068200	262606334	1.01
tpch_q16/datafusion:parquet	133685048	129606964	1.03
tpch_q17/datafusion:parquet	716477242	687048241	1.04
tpch_q18/datafusion:parquet	909623891	875769081	1.04
tpch_q19/datafusion:parquet	301539376	279529743	1.08
tpch_q20/datafusion:parquet	305563558	298312883	1.02
tpch_q21/datafusion:parquet	725636024	716190215	1.01
tpch_q22/datafusion:parquet	215530427	210898931	1.02

datafusion / arrow (1.070x ➖, 0↑ 4↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	625297266	602198986	1.04
tpch_q02/datafusion:arrow	165325376	158966596	1.04
tpch_q03/datafusion:arrow	489456085	472770531	1.04
tpch_q04/datafusion:arrow	366547047	353632326	1.04
tpch_q05/datafusion:arrow	975379665	930047907	1.05
tpch_q06/datafusion:arrow	304263029	291554803	1.04
tpch_q07/datafusion:arrow	1240619639	1162195061	1.07
tpch_q08/datafusion:arrow	1235240357	1142963768	1.08
tpch_q09/datafusion:arrow	1420348069	1333084247	1.07
tpch_q10/datafusion:arrow	647817457	603018844	1.07
tpch_q11/datafusion:arrow	141483181	138258695	1.02
tpch_q12/datafusion:arrow 🚨	877723403	743859090	1.18
tpch_q13/datafusion:arrow	520108845	492058486	1.06
tpch_q14/datafusion:arrow 🚨	360201642	323050520	1.12
tpch_q15/datafusion:arrow 🚨	789334468	709559364	1.11
tpch_q16/datafusion:arrow	108651269	103157530	1.05
tpch_q17/datafusion:arrow	1410518564	1325437296	1.06
tpch_q18/datafusion:arrow	2036416760	1895263834	1.07
tpch_q19/datafusion:arrow	534483552	487087016	1.10
tpch_q20/datafusion:arrow	535287361	490541007	1.09
tpch_q21/datafusion:arrow	3172551888	3011447132	1.05
tpch_q22/datafusion:arrow 🚨	139418397	125923189	1.11

duckdb / vortex-file-compressed (1.019x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	172128645	171833448	1.00
tpch_q02/duckdb:vortex-file-compressed	53434373	52004941	1.03
tpch_q03/duckdb:vortex-file-compressed	132476851	131087114	1.01
tpch_q04/duckdb:vortex-file-compressed	157146938	155102813	1.01
tpch_q05/duckdb:vortex-file-compressed	132769545	129375522	1.03
tpch_q06/duckdb:vortex-file-compressed	48578139	48746827	1.00
tpch_q07/duckdb:vortex-file-compressed	148486457	149407130	0.99
tpch_q08/duckdb:vortex-file-compressed	178508722	173513979	1.03
tpch_q09/duckdb:vortex-file-compressed	332751019	327503331	1.02
tpch_q10/duckdb:vortex-file-compressed	149821900	146897490	1.02
tpch_q11/duckdb:vortex-file-compressed	35006504	32780162	1.07
tpch_q12/duckdb:vortex-file-compressed	98514081	95637066	1.03
tpch_q13/duckdb:vortex-file-compressed	233395197	230522945	1.01
tpch_q14/duckdb:vortex-file-compressed	70391524	68271817	1.03
tpch_q15/duckdb:vortex-file-compressed	88331095	88961779	0.99
tpch_q16/duckdb:vortex-file-compressed	82479664	79243380	1.04
tpch_q17/duckdb:vortex-file-compressed	102233416	99920555	1.02
tpch_q18/duckdb:vortex-file-compressed	292093139	288871023	1.01
tpch_q19/duckdb:vortex-file-compressed	85948692	85420828	1.01
tpch_q20/duckdb:vortex-file-compressed	165560484	160542484	1.03
tpch_q21/duckdb:vortex-file-compressed	594950929	581320620	1.02
tpch_q22/duckdb:vortex-file-compressed	73476280	72220090	1.02

duckdb / vortex-compact (1.024x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	231256535	228949647	1.01
tpch_q02/duckdb:vortex-compact	56365459	55642024	1.01
tpch_q03/duckdb:vortex-compact	143959215	140790172	1.02
tpch_q04/duckdb:vortex-compact	179927136	175477124	1.03
tpch_q05/duckdb:vortex-compact	149967941	146614457	1.02
tpch_q06/duckdb:vortex-compact	85621651	82343607	1.04
tpch_q07/duckdb:vortex-compact	201870296	198086174	1.02
tpch_q08/duckdb:vortex-compact	195399802	187830897	1.04
tpch_q09/duckdb:vortex-compact	362361915	351804520	1.03
tpch_q10/duckdb:vortex-compact	182833379	178049105	1.03
tpch_q11/duckdb:vortex-compact	41521572	40785005	1.02
tpch_q12/duckdb:vortex-compact	205730534	201286855	1.02
tpch_q13/duckdb:vortex-compact	282952527	277628945	1.02
tpch_q14/duckdb:vortex-compact	101925169	100966309	1.01
tpch_q15/duckdb:vortex-compact	116350774	114446384	1.02
tpch_q16/duckdb:vortex-compact	84492639	82960556	1.02
tpch_q17/duckdb:vortex-compact	117607854	113697613	1.03
tpch_q18/duckdb:vortex-compact	295208760	291023544	1.01
tpch_q19/duckdb:vortex-compact	109985486	107838408	1.02
tpch_q20/duckdb:vortex-compact	207279586	202744699	1.02
tpch_q21/duckdb:vortex-compact	642938998	614982686	1.05
tpch_q22/duckdb:vortex-compact	87759495	84993143	1.03

duckdb / parquet (1.019x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	259332720	255773175	1.01
tpch_q02/duckdb:parquet	100352693	95889281	1.05
tpch_q03/duckdb:parquet	208520438	208670118	1.00
tpch_q04/duckdb:parquet	137091975	131669350	1.04
tpch_q05/duckdb:parquet	217568568	218423860	1.00
tpch_q06/duckdb:parquet	66263948	67028529	0.99
tpch_q07/duckdb:parquet	182761221	180645951	1.01
tpch_q08/duckdb:parquet	262856289	252748729	1.04
tpch_q09/duckdb:parquet	503079376	465814312	1.08
tpch_q10/duckdb:parquet	623842220	610516843	1.02
tpch_q11/duckdb:parquet	60213332	60690292	0.99
tpch_q12/duckdb:parquet	126092455	123593542	1.02
tpch_q13/duckdb:parquet	461326238	447001988	1.03
tpch_q14/duckdb:parquet	176628586	172544636	1.02
tpch_q15/duckdb:parquet	97890296	95431167	1.03
tpch_q16/duckdb:parquet	163958475	160192316	1.02
tpch_q17/duckdb:parquet	178826406	177896361	1.01
tpch_q18/duckdb:parquet	352046841	354288123	0.99
tpch_q19/duckdb:parquet	290198132	288689190	1.01
tpch_q20/duckdb:parquet	237146279	229807945	1.03
tpch_q21/duckdb:parquet	576080378	560009157	1.03
tpch_q22/duckdb:parquet	293629316	291457061	1.01

duckdb / duckdb (1.017x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	117614115	117061804	1.00
tpch_q02/duckdb:duckdb	49015658	49063297	1.00
tpch_q03/duckdb:duckdb	98531759	97736643	1.01
tpch_q04/duckdb:duckdb	137460586	134544065	1.02
tpch_q05/duckdb:duckdb	112036695	110431390	1.01
tpch_q06/duckdb:duckdb	38904937	37546104	1.04
tpch_q07/duckdb:duckdb	88428638	87856396	1.01
tpch_q08/duckdb:duckdb	113884982	112154671	1.02
tpch_q09/duckdb:duckdb	284849185	273470608	1.04
tpch_q10/duckdb:duckdb	210798723	205867080	1.02
tpch_q11/duckdb:duckdb	16203982	15883795	1.02
tpch_q12/duckdb:duckdb	87544404	85088943	1.03
tpch_q13/duckdb:duckdb	226036496	224517664	1.01
tpch_q14/duckdb:duckdb	71615031	70997141	1.01
tpch_q15/duckdb:duckdb	78639843	78289777	1.00
tpch_q16/duckdb:duckdb	76190430	74469071	1.02
tpch_q17/duckdb:duckdb	87098449	84775478	1.03
tpch_q18/duckdb:duckdb	217013399	215139127	1.01
tpch_q19/duckdb:duckdb	118025008	116532301	1.01
tpch_q20/duckdb:duckdb	114243972	112462193	1.02
tpch_q21/duckdb:duckdb	310920875	298277349	1.04
tpch_q22/duckdb:duckdb	69655867	69757172	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+3.8%	+5.4%	-1.5%	+10.0%	➖ noise
1	datafusion:vortex-compact	+4.0%	+5.4%	-1.4%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	-0.0%	+5.4%	-5.2%	+10.9%	➖ noise
1	duckdb:duckdb	+0.5%	+5.4%	-4.7%	+10.0%	➖ noise
1	duckdb:vortex-compact	+1.0%	+5.4%	-4.2%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	+0.2%	+5.4%	-5.0%	+10.0%	➖ noise
2	datafusion:arrow	+4.0%	+4.4%	-0.3%	+10.0%	➖ noise
2	datafusion:vortex-compact	+4.7%	+4.4%	+0.3%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+5.0%	+4.4%	+0.6%	+10.0%	➖ noise
2	duckdb:duckdb	-0.1%	+4.4%	-4.3%	+10.0%	➖ noise
2	duckdb:vortex-compact	+1.3%	+4.4%	-2.9%	+17.8%	➖ noise
2	duckdb:vortex-file-compressed	+2.7%	+4.4%	-1.5%	+10.0%	➖ noise
3	datafusion:arrow	+3.5%	+2.0%	+1.5%	+10.0%	➖ noise
3	datafusion:vortex-compact	+3.6%	+2.0%	+1.5%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+3.1%	+2.0%	+1.1%	+10.0%	➖ noise
3	duckdb:duckdb	+0.8%	+2.0%	-1.2%	+10.0%	➖ noise
3	duckdb:vortex-compact	+2.3%	+2.0%	+0.2%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+1.1%	+2.0%	-0.9%	+10.0%	➖ noise
4	datafusion:arrow	+3.7%	+3.9%	-0.3%	+10.0%	➖ noise
4	datafusion:vortex-compact	+1.6%	+3.9%	-2.2%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+2.3%	+3.9%	-1.5%	+10.0%	➖ noise
4	duckdb:duckdb	+2.2%	+3.9%	-1.7%	+10.0%	➖ noise
4	duckdb:vortex-compact	+2.5%	+3.9%	-1.3%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+1.3%	+3.9%	-2.5%	+10.0%	➖ noise
5	datafusion:arrow	+4.9%	+1.8%	+3.0%	+10.0%	➖ noise
5	datafusion:vortex-compact	+2.5%	+1.8%	+0.7%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+3.9%	+1.8%	+2.1%	+10.0%	➖ noise
5	duckdb:duckdb	+1.5%	+1.8%	-0.3%	+10.0%	➖ noise
5	duckdb:vortex-compact	+2.3%	+1.8%	+0.5%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+2.6%	+1.8%	+0.8%	+10.0%	➖ noise
6	datafusion:arrow	+4.4%	+3.3%	+1.0%	+10.0%	➖ noise
6	datafusion:vortex-compact	-0.3%	+3.3%	-3.5%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+2.5%	+3.3%	-0.7%	+10.0%	➖ noise
6	duckdb:duckdb	+3.6%	+3.3%	+0.3%	+10.0%	➖ noise
6	duckdb:vortex-compact	+4.0%	+3.3%	+0.6%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-0.3%	+3.3%	-3.5%	+12.7%	➖ noise
7	datafusion:arrow	+6.7%	+2.7%	+3.9%	+10.0%	➖ noise
7	datafusion:vortex-compact	+3.0%	+2.7%	+0.3%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+3.3%	+2.7%	+0.6%	+10.0%	➖ noise
7	duckdb:duckdb	+0.7%	+2.7%	-2.0%	+10.0%	➖ noise
7	duckdb:vortex-compact	+1.9%	+2.7%	-0.8%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-0.6%	+2.7%	-3.2%	+10.0%	➖ noise
8	datafusion:arrow	+8.1%	+4.1%	+3.8%	+10.0%	➖ noise
8	datafusion:vortex-compact	+2.6%	+4.1%	-1.5%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+3.7%	+4.1%	-0.4%	+10.0%	➖ noise
8	duckdb:duckdb	+1.5%	+4.1%	-2.5%	+10.0%	➖ noise
8	duckdb:vortex-compact	+4.0%	+4.1%	-0.1%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+2.9%	+4.1%	-1.2%	+10.0%	➖ noise
9	datafusion:arrow	+6.5%	+5.7%	+0.8%	+10.0%	➖ noise
9	datafusion:vortex-compact	+2.4%	+5.7%	-3.1%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+2.8%	+5.7%	-2.8%	+10.0%	➖ noise
9	duckdb:duckdb	+4.2%	+5.7%	-1.5%	+10.0%	➖ noise
9	duckdb:vortex-compact	+3.0%	+5.7%	-2.6%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+1.6%	+5.7%	-3.9%	+10.0%	➖ noise
10	datafusion:arrow	+7.4%	+1.6%	+5.7%	+10.0%	➖ noise
10	datafusion:vortex-compact	+2.4%	+1.6%	+0.7%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+1.9%	+1.6%	+0.3%	+10.0%	➖ noise
10	duckdb:duckdb	+2.4%	+1.6%	+0.8%	+10.0%	➖ noise
10	duckdb:vortex-compact	+2.7%	+1.6%	+1.0%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+2.0%	+1.6%	+0.4%	+10.0%	➖ noise
11	datafusion:arrow	+2.3%	+0.9%	+1.4%	+10.0%	➖ noise
11	datafusion:vortex-compact	+2.0%	+0.9%	+1.1%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+1.4%	+0.9%	+0.5%	+10.0%	➖ noise
11	duckdb:duckdb	+2.0%	+0.9%	+1.1%	+10.5%	➖ noise
11	duckdb:vortex-compact	+1.8%	+0.9%	+0.9%	+11.1%	➖ noise
11	duckdb:vortex-file-compressed	+6.8%	+0.9%	+5.8%	+11.7%	➖ noise
12	datafusion:arrow	+18.0%	+1.1%	+16.7%	+32.3%	➖ noise
12	datafusion:vortex-compact	+0.7%	+1.1%	-0.4%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	+0.0%	+1.1%	-1.1%	+10.0%	➖ noise
12	duckdb:duckdb	+2.9%	+1.1%	+1.8%	+10.0%	➖ noise
12	duckdb:vortex-compact	+2.2%	+1.1%	+1.1%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	+3.0%	+1.1%	+1.9%	+10.0%	➖ noise
13	datafusion:arrow	+5.7%	+0.4%	+5.3%	+10.0%	➖ noise
13	datafusion:vortex-compact	+0.8%	+0.4%	+0.4%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+1.7%	+0.4%	+1.3%	+10.0%	➖ noise
13	duckdb:duckdb	+0.7%	+0.4%	+0.3%	+10.0%	➖ noise
13	duckdb:vortex-compact	+1.9%	+0.4%	+1.5%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+1.2%	+0.4%	+0.9%	+10.0%	➖ noise
14	datafusion:arrow	+11.5%	+2.6%	+8.7%	+10.0%	➖ noise
14	datafusion:vortex-compact	+1.1%	+2.6%	-1.4%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+1.9%	+2.6%	-0.7%	+10.0%	➖ noise
14	duckdb:duckdb	+0.9%	+2.6%	-1.7%	+10.0%	➖ noise
14	duckdb:vortex-compact	+0.9%	+2.6%	-1.6%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+3.1%	+2.6%	+0.5%	+10.0%	➖ noise
15	datafusion:arrow	+11.2%	+1.8%	+9.3%	+10.0%	➖ noise
15	datafusion:vortex-compact	-0.1%	+1.8%	-1.9%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+1.3%	+1.8%	-0.5%	+10.0%	➖ noise
15	duckdb:duckdb	+0.4%	+1.8%	-1.3%	+10.0%	➖ noise
15	duckdb:vortex-compact	+1.7%	+1.8%	-0.1%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-0.7%	+1.8%	-2.4%	+10.0%	➖ noise
16	datafusion:arrow	+5.3%	+2.7%	+2.5%	+10.0%	➖ noise
16	datafusion:vortex-compact	+0.6%	+2.7%	-2.0%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+2.8%	+2.7%	+0.1%	+10.0%	➖ noise
16	duckdb:duckdb	+2.3%	+2.7%	-0.4%	+10.0%	➖ noise
16	duckdb:vortex-compact	+1.8%	+2.7%	-0.9%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	+4.1%	+2.7%	+1.3%	+10.0%	➖ noise
17	datafusion:arrow	+6.4%	+2.4%	+3.9%	+10.0%	➖ noise
17	datafusion:vortex-compact	+5.0%	+2.4%	+2.5%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+1.2%	+2.4%	-1.2%	+10.0%	➖ noise
17	duckdb:duckdb	+2.7%	+2.4%	+0.3%	+10.0%	➖ noise
17	duckdb:vortex-compact	+3.4%	+2.4%	+1.0%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	+2.3%	+2.4%	-0.1%	+10.0%	➖ noise
18	datafusion:arrow	+7.4%	+1.6%	+5.8%	+10.0%	➖ noise
18	datafusion:vortex-compact	+3.5%	+1.6%	+1.8%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+3.2%	+1.6%	+1.6%	+10.0%	➖ noise
18	duckdb:duckdb	+0.9%	+1.6%	-0.7%	+10.0%	➖ noise
18	duckdb:vortex-compact	+1.4%	+1.6%	-0.2%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+1.1%	+1.6%	-0.5%	+10.0%	➖ noise
19	datafusion:arrow	+9.7%	+4.1%	+5.4%	+10.0%	➖ noise
19	datafusion:vortex-compact	-3.0%	+4.1%	-6.8%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-0.9%	+4.1%	-4.9%	+10.0%	➖ noise
19	duckdb:duckdb	+1.3%	+4.1%	-2.7%	+10.0%	➖ noise
19	duckdb:vortex-compact	+2.0%	+4.1%	-2.1%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	+0.6%	+4.1%	-3.4%	+10.0%	➖ noise
20	datafusion:arrow	+9.1%	+2.8%	+6.1%	+10.0%	➖ noise
20	datafusion:vortex-compact	+3.1%	+2.8%	+0.3%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	+2.2%	+2.8%	-0.6%	+10.0%	➖ noise
20	duckdb:duckdb	+1.6%	+2.8%	-1.2%	+10.0%	➖ noise
20	duckdb:vortex-compact	+2.2%	+2.8%	-0.6%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	+3.1%	+2.8%	+0.3%	+10.0%	➖ noise
21	datafusion:arrow	+5.3%	+2.1%	+3.2%	+10.0%	➖ noise
21	datafusion:vortex-compact	+4.0%	+2.1%	+1.9%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	+3.2%	+2.1%	+1.0%	+10.0%	➖ noise
21	duckdb:duckdb	+4.2%	+2.1%	+2.1%	+10.0%	➖ noise
21	duckdb:vortex-compact	+4.5%	+2.1%	+2.4%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	+2.3%	+2.1%	+0.2%	+10.0%	➖ noise
22	datafusion:arrow	+10.7%	+1.5%	+9.1%	+10.0%	➖ noise
22	datafusion:vortex-compact	+0.1%	+1.5%	-1.3%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+1.5%	+1.5%	+0.1%	+10.0%	➖ noise
22	duckdb:duckdb	-0.1%	+1.5%	-1.6%	+10.0%	➖ noise
22	duckdb:vortex-compact	+3.3%	+1.5%	+1.8%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	+1.7%	+1.5%	+0.3%	+10.0%	➖ noise

github-actions · 2026-04-28T14:08:20Z

Benchmarks: FineWeb NVMe

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -2.6%
Vortex (geomean): 1.013x ➖
Parquet (geomean): 1.040x ➖
Shifts: Parquet (control) +4.0% · Median polish +2.1%

datafusion / vortex-file-compressed (1.027x ➖, 0↑ 1↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚨	5702246	5086568	1.12
fineweb_q01/datafusion:vortex-file-compressed	23374646	22287053	1.05
fineweb_q02/datafusion:vortex-file-compressed	21647867	21644072	1.00
fineweb_q03/datafusion:vortex-file-compressed	85791548	80232470	1.07
fineweb_q04/datafusion:vortex-file-compressed	227217096	239972465	0.95
fineweb_q05/datafusion:vortex-file-compressed	214367912	216686024	0.99
fineweb_q06/datafusion:vortex-file-compressed	53141144	52751297	1.01
fineweb_q07/datafusion:vortex-file-compressed	60904144	56174685	1.08
fineweb_q08/datafusion:vortex-file-compressed	22565605	22777786	0.99

datafusion / vortex-compact (1.017x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	6174257	`5810395`	1.06
fineweb_q01/datafusion:vortex-compact	126684520	125966974	1.01
fineweb_q02/datafusion:vortex-compact	132861483	129618676	1.03
fineweb_q03/datafusion:vortex-compact	1041476762	1021719005	1.02
fineweb_q04/datafusion:vortex-compact	1144642959	1123827113	1.02
fineweb_q05/datafusion:vortex-compact	972482298	954750276	1.02
fineweb_q06/datafusion:vortex-compact	523194793	529633640	0.99
fineweb_q07/datafusion:vortex-compact	546305596	550267290	0.99
fineweb_q08/datafusion:vortex-compact	19126501	18737858	1.02

datafusion / parquet (1.037x ➖, 0↑ 1↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet 🚨	7286263	6240996	1.17
fineweb_q01/datafusion:parquet	282854064	283756447	1.00
fineweb_q02/datafusion:parquet	291782648	284948129	1.02
fineweb_q03/datafusion:parquet	295292209	279009113	1.06
fineweb_q04/datafusion:parquet	305096588	295556972	1.03
fineweb_q05/datafusion:parquet	300474223	299273651	1.00
fineweb_q06/datafusion:parquet	290121492	288319831	1.01
fineweb_q07/datafusion:parquet	285127258	277594474	1.03
fineweb_q08/datafusion:parquet	280805059	272534427	1.03

duckdb / vortex-file-compressed (0.993x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	3075115	2950086	1.04
fineweb_q01/duckdb:vortex-file-compressed	22122222	22528135	0.98
fineweb_q02/duckdb:vortex-file-compressed	23052968	23412352	0.98
fineweb_q03/duckdb:vortex-file-compressed	152879359	154980727	0.99
fineweb_q04/duckdb:vortex-file-compressed	220363787	223033995	0.99
fineweb_q05/duckdb:vortex-file-compressed	212208380	215361759	0.99
fineweb_q06/duckdb:vortex-file-compressed	52305402	51720200	1.01
fineweb_q07/duckdb:vortex-file-compressed	55944999	54169341	1.03
fineweb_q08/duckdb:vortex-file-compressed	23498320	25203273	0.93

duckdb / vortex-compact (1.014x ➖, 1↑ 1↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	3963279	3733273	1.06
fineweb_q01/duckdb:vortex-compact 🚨	112037629	101569148	1.10
fineweb_q02/duckdb:vortex-compact	111531235	112502287	0.99
fineweb_q03/duckdb:vortex-compact	867785599	856836912	1.01
fineweb_q04/duckdb:vortex-compact	916420076	897434127	1.02
fineweb_q05/duckdb:vortex-compact	817702780	811031426	1.01
fineweb_q06/duckdb:vortex-compact	484522977	454996653	1.06
fineweb_q07/duckdb:vortex-compact	494455812	468767285	1.05
fineweb_q08/duckdb:vortex-compact 🚀	22746279	27186343	0.84

duckdb / parquet (1.042x ➖, 0↑ 1↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet 🚨	31252288	26812763	1.17
fineweb_q01/duckdb:parquet	85466492	81440654	1.05
fineweb_q02/duckdb:parquet	87274298	83458095	1.05
fineweb_q03/duckdb:parquet	315462662	306738601	1.03
fineweb_q04/duckdb:parquet	441498056	437764304	1.01
fineweb_q05/duckdb:parquet	412843178	407952352	1.01
fineweb_q06/duckdb:parquet	199986424	197789425	1.01
fineweb_q07/duckdb:parquet	211343455	207833289	1.02
fineweb_q08/duckdb:parquet	34230978	32542086	1.05

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+6.3%	+16.7%	-8.9%	+48.5%	➖ noise
0	datafusion:vortex-file-compressed	+12.1%	+16.7%	-3.9%	+49.4%	➖ noise
0	duckdb:vortex-compact	+6.2%	+16.7%	-9.0%	+46.2%	➖ noise
0	duckdb:vortex-file-compressed	+4.2%	+16.7%	-10.6%	+80.9%	➖ noise
1	datafusion:vortex-compact	+0.6%	+2.3%	-1.7%	+12.4%	➖ noise
1	datafusion:vortex-file-compressed	+4.9%	+2.3%	+2.5%	+24.5%	➖ noise
1	duckdb:vortex-compact	+10.3%	+2.3%	+7.8%	+16.8%	➖ noise
1	duckdb:vortex-file-compressed	-1.8%	+2.3%	-4.0%	+59.4%	➖ noise
2	datafusion:vortex-compact	+2.5%	+3.5%	-0.9%	+14.4%	➖ noise
2	datafusion:vortex-file-compressed	+0.0%	+3.5%	-3.3%	+12.2%	➖ noise
2	duckdb:vortex-compact	-0.9%	+3.5%	-4.2%	+12.8%	➖ noise
2	duckdb:vortex-file-compressed	-1.5%	+3.5%	-4.8%	+12.2%	➖ noise
3	datafusion:vortex-compact	+1.9%	+4.3%	-2.3%	+12.2%	➖ noise
3	datafusion:vortex-file-compressed	+6.9%	+4.3%	+2.5%	+50.1%	➖ noise
3	duckdb:vortex-compact	+1.3%	+4.3%	-2.9%	+12.2%	➖ noise
3	duckdb:vortex-file-compressed	-1.4%	+4.3%	-5.4%	+21.0%	➖ noise
4	datafusion:vortex-compact	+1.9%	+2.0%	-0.2%	+12.2%	➖ noise
4	datafusion:vortex-file-compressed	-5.3%	+2.0%	-7.2%	+12.2%	➖ noise
4	duckdb:vortex-compact	+2.1%	+2.0%	+0.1%	+12.2%	➖ noise
4	duckdb:vortex-file-compressed	-1.2%	+2.0%	-3.2%	+12.2%	➖ noise
5	datafusion:vortex-compact	+1.9%	+0.8%	+1.0%	+12.2%	➖ noise
5	datafusion:vortex-file-compressed	-1.1%	+0.8%	-1.9%	+12.2%	➖ noise
5	duckdb:vortex-compact	+0.8%	+0.8%	+0.0%	+12.2%	➖ noise
5	duckdb:vortex-file-compressed	-1.5%	+0.8%	-2.2%	+12.2%	➖ noise
6	datafusion:vortex-compact	-1.2%	+0.9%	-2.1%	+12.2%	➖ noise
6	datafusion:vortex-file-compressed	+0.7%	+0.9%	-0.1%	+12.2%	➖ noise
6	duckdb:vortex-compact	+6.5%	+0.9%	+5.6%	+12.2%	➖ noise
6	duckdb:vortex-file-compressed	+1.1%	+0.9%	+0.3%	+12.2%	➖ noise
7	datafusion:vortex-compact	-0.7%	+2.2%	-2.9%	+12.2%	➖ noise
7	datafusion:vortex-file-compressed	+8.4%	+2.2%	+6.1%	+47.8%	➖ noise
7	duckdb:vortex-compact	+5.5%	+2.2%	+3.2%	+12.2%	➖ noise
7	duckdb:vortex-file-compressed	+3.3%	+2.2%	+1.1%	+30.7%	➖ noise
8	datafusion:vortex-compact	+2.1%	+4.1%	-2.0%	+14.2%	➖ noise
8	datafusion:vortex-file-compressed	-0.9%	+4.1%	-4.8%	+14.1%	➖ noise
8	duckdb:vortex-compact	-16.3%	+4.1%	-19.6%	+28.0%	➖ noise
8	duckdb:vortex-file-compressed	-6.8%	+4.1%	-10.4%	+38.9%	➖ noise

github-actions · 2026-04-28T14:08:20Z

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -3.1%
Vortex (geomean): 0.959x ➖
Parquet (geomean): 0.989x ➖
Shifts: Parquet (control) -1.1% · Median polish -1.5%

duckdb / vortex-file-compressed (0.932x ➖, 1↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	11757515	12039460	0.98
statpopgen_q01/duckdb:vortex-file-compressed 🚀	20244703	28564715	0.71
statpopgen_q02/duckdb:vortex-file-compressed	1374943034	1411616026	0.97
statpopgen_q03/duckdb:vortex-file-compressed	3062405006	3173597482	0.96
statpopgen_q04/duckdb:vortex-file-compressed	3095325841	3284054319	0.94
statpopgen_q05/duckdb:vortex-file-compressed	1440460934	1488986683	0.97
statpopgen_q06/duckdb:vortex-file-compressed	2147377023	2177779384	0.99
statpopgen_q07/duckdb:vortex-file-compressed	214014396	236554522	0.90
statpopgen_q08/duckdb:vortex-file-compressed	245132294	264108395	0.93
statpopgen_q09/duckdb:vortex-file-compressed	2905514757	3040695163	0.96
statpopgen_q10/duckdb:vortex-file-compressed	4699388794	4803097405	0.98

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

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	11334586	11711794	0.97
statpopgen_q01/duckdb:vortex-compact	166635546	167946253	0.99
statpopgen_q02/duckdb:vortex-compact	1792608346	1858254701	0.96
statpopgen_q03/duckdb:vortex-compact	3494583224	3528473034	0.99
statpopgen_q04/duckdb:vortex-compact	3622007328	3587603669	1.01
statpopgen_q05/duckdb:vortex-compact	1859478678	1871183718	0.99
statpopgen_q06/duckdb:vortex-compact	2660728935	2712447483	0.98
statpopgen_q07/duckdb:vortex-compact	897628880	911249179	0.99
statpopgen_q08/duckdb:vortex-compact	932794901	950852709	0.98
statpopgen_q09/duckdb:vortex-compact	3340428396	3336569635	1.00
statpopgen_q10/duckdb:vortex-compact	5369658528	5451107624	0.99

duckdb / parquet (0.989x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	325815804	334845238	0.97
statpopgen_q01/duckdb:parquet	410798688	418341463	0.98
statpopgen_q02/duckdb:parquet	1005651501	1013809732	0.99
statpopgen_q03/duckdb:parquet	1493608986	1505096881	0.99
statpopgen_q04/duckdb:parquet	1511969313	1525577725	0.99
statpopgen_q05/duckdb:parquet	1007049928	1022917006	0.98
statpopgen_q06/duckdb:parquet	1505453729	1509688362	1.00
statpopgen_q07/duckdb:parquet	1339184225	1325244572	1.01
statpopgen_q08/duckdb:parquet	1338632737	1332197815	1.00
statpopgen_q09/duckdb:parquet	1365211936	1404469356	0.97
statpopgen_q10/duckdb:parquet	2656328882	2713280549	0.98

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	-3.2%	-2.7%	-0.5%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	-2.3%	-2.7%	+0.4%	+11.1%	➖ noise
1	duckdb:vortex-compact	-0.8%	-1.8%	+1.0%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	-29.1%	-1.8%	-27.8%	+190.3%	➖ noise
2	duckdb:vortex-compact	-3.5%	-0.8%	-2.8%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-2.6%	-0.8%	-1.8%	+10.0%	➖ noise
3	duckdb:vortex-compact	-1.0%	-0.8%	-0.2%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-3.5%	-0.8%	-2.8%	+10.0%	➖ noise
4	duckdb:vortex-compact	+1.0%	-0.9%	+1.9%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-5.7%	-0.9%	-4.9%	+10.0%	➖ noise
5	duckdb:vortex-compact	-0.6%	-1.6%	+0.9%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-3.3%	-1.6%	-1.7%	+10.0%	➖ noise
6	duckdb:vortex-compact	-1.9%	-0.3%	-1.6%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-1.4%	-0.3%	-1.1%	+10.0%	➖ noise
7	duckdb:vortex-compact	-1.5%	+1.1%	-2.5%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-9.5%	+1.1%	-10.5%	+10.0%	✅ faster
8	duckdb:vortex-compact	-1.9%	+0.5%	-2.4%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-7.2%	+0.5%	-7.6%	+10.0%	➖ noise
9	duckdb:vortex-compact	+0.1%	-2.8%	+3.0%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-4.4%	-2.8%	-1.7%	+10.0%	➖ noise
10	duckdb:vortex-compact	-1.5%	-2.1%	+0.6%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-2.2%	-2.1%	-0.1%	+10.0%	➖ noise

github-actions · 2026-04-28T14:08:21Z

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.9%
Vortex (geomean): 0.988x ➖
Parquet (geomean): 0.995x ➖
Shifts: Parquet (control) -0.5% · Median polish -1.1%

datafusion / vortex-file-compressed (0.976x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	50770413	51701935	0.98
tpch_q02/datafusion:vortex-file-compressed	21686252	21766800	1.00
tpch_q03/datafusion:vortex-file-compressed	27409290	28215603	0.97
tpch_q04/datafusion:vortex-file-compressed	20799024	21408488	0.97
tpch_q05/datafusion:vortex-file-compressed	47872667	48897163	0.98
tpch_q06/datafusion:vortex-file-compressed	13009175	13431546	0.97
tpch_q07/datafusion:vortex-file-compressed	54896334	55772261	0.98
tpch_q08/datafusion:vortex-file-compressed	38581439	40180755	0.96
tpch_q09/datafusion:vortex-file-compressed	51103214	52394729	0.98
tpch_q10/datafusion:vortex-file-compressed	39772598	39916877	1.00
tpch_q11/datafusion:vortex-file-compressed	15676482	16405869	0.96
tpch_q12/datafusion:vortex-file-compressed	25945799	27040718	0.96
tpch_q13/datafusion:vortex-file-compressed	25651530	26653397	0.96
tpch_q14/datafusion:vortex-file-compressed	17266146	17134221	1.01
tpch_q15/datafusion:vortex-file-compressed	26433150	26546397	1.00
tpch_q16/datafusion:vortex-file-compressed	18866432	19131786	0.99
tpch_q17/datafusion:vortex-file-compressed	66626559	68882006	0.97
tpch_q18/datafusion:vortex-file-compressed	80826339	80896129	1.00
tpch_q19/datafusion:vortex-file-compressed	22967112	24013175	0.96
tpch_q20/datafusion:vortex-file-compressed	30072717	31002360	0.97
tpch_q21/datafusion:vortex-file-compressed	71757745	75210214	0.95
tpch_q22/datafusion:vortex-file-compressed	12066016	12451262	0.97

datafusion / vortex-compact (0.985x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	59336038	58911640	1.01
tpch_q02/datafusion:vortex-compact	24521004	25498829	0.96
tpch_q03/datafusion:vortex-compact	29695571	30090389	0.99
tpch_q04/datafusion:vortex-compact	24013562	25005717	0.96
tpch_q05/datafusion:vortex-compact	49826665	51795157	0.96
tpch_q06/datafusion:vortex-compact	15588401	14939545	1.04
tpch_q07/datafusion:vortex-compact	60112178	60468939	0.99
tpch_q08/datafusion:vortex-compact	43841641	43822665	1.00
tpch_q09/datafusion:vortex-compact	56082214	57605148	0.97
tpch_q10/datafusion:vortex-compact	46487810	47265945	0.98
tpch_q11/datafusion:vortex-compact	17039060	16934912	1.01
tpch_q12/datafusion:vortex-compact	32628550	33992765	0.96
tpch_q13/datafusion:vortex-compact	31182500	31429701	0.99
tpch_q14/datafusion:vortex-compact	20222237	20453807	0.99
tpch_q15/datafusion:vortex-compact	33348608	33437517	1.00
tpch_q16/datafusion:vortex-compact	22307850	23947595	0.93
tpch_q17/datafusion:vortex-compact	69744866	68084150	1.02
tpch_q18/datafusion:vortex-compact	83803966	85860684	0.98
tpch_q19/datafusion:vortex-compact	30453598	31206502	0.98
tpch_q20/datafusion:vortex-compact	34077400	34915779	0.98
tpch_q21/datafusion:vortex-compact	79762943	80187536	0.99
tpch_q22/datafusion:vortex-compact	12509999	12713587	0.98

datafusion / parquet (1.002x ➖, 0↑ 2↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚨	125328010	102011945	1.23
tpch_q02/datafusion:parquet	62693496	62394395	1.00
tpch_q03/datafusion:parquet	69701943	73333414	0.95
tpch_q04/datafusion:parquet	44557574	44687944	1.00
tpch_q05/datafusion:parquet	93207283	94794064	0.98
tpch_q06/datafusion:parquet 🚨	41995247	35721842	1.18
tpch_q07/datafusion:parquet	103379741	104937122	0.99
tpch_q08/datafusion:parquet	95944393	100420083	0.96
tpch_q09/datafusion:parquet	120054717	131044730	0.92
tpch_q10/datafusion:parquet	113546166	112999663	1.00
tpch_q11/datafusion:parquet	42212838	41731251	1.01
tpch_q12/datafusion:parquet	84034107	83825047	1.00
tpch_q13/datafusion:parquet	188723627	192743090	0.98
tpch_q14/datafusion:parquet	48043644	49211289	0.98
tpch_q15/datafusion:parquet	58860364	58646509	1.00
tpch_q16/datafusion:parquet	45151936	44873169	1.01
tpch_q17/datafusion:parquet	129317278	126048624	1.03
tpch_q18/datafusion:parquet	157549780	161420549	0.98
tpch_q19/datafusion:parquet	86606210	88221373	0.98
tpch_q20/datafusion:parquet	68679927	70003443	0.98
tpch_q21/datafusion:parquet	137051592	142018872	0.97
tpch_q22/datafusion:parquet	30035088	30418539	0.99

datafusion / arrow (0.972x ➖, 2↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	51616341	50640310	1.02
tpch_q02/datafusion:arrow	17876953	19213686	0.93
tpch_q03/datafusion:arrow	28510178	30025930	0.95
tpch_q04/datafusion:arrow	25034197	25141724	1.00
tpch_q05/datafusion:arrow	76833343	73813132	1.04
tpch_q06/datafusion:arrow	20377232	19873221	1.03
tpch_q07/datafusion:arrow	98332258	101485765	0.97
tpch_q08/datafusion:arrow	41186791	45313646	0.91
tpch_q09/datafusion:arrow 🚀	60331263	67338458	0.90
tpch_q10/datafusion:arrow	44848245	49531459	0.91
tpch_q11/datafusion:arrow	9118649	9360583	0.97
tpch_q12/datafusion:arrow	50914426	51544948	0.99
tpch_q13/datafusion:arrow	47050683	48163768	0.98
tpch_q14/datafusion:arrow	21382191	22481543	0.95
tpch_q15/datafusion:arrow 🚀	41861179	46784357	0.89
tpch_q16/datafusion:arrow	18302230	19186743	0.95
tpch_q17/datafusion:arrow	67979593	67823816	1.00
tpch_q18/datafusion:arrow	131465489	134700534	0.98
tpch_q19/datafusion:arrow	35084899	34557644	1.02
tpch_q20/datafusion:arrow	33236061	33609654	0.99
tpch_q21/datafusion:arrow	149157942	141565832	1.05
tpch_q22/datafusion:arrow	17117521	17162222	1.00

duckdb / vortex-file-compressed (0.993x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	31179443	31491178	0.99
tpch_q02/duckdb:vortex-file-compressed	23974157	24910951	0.96
tpch_q03/duckdb:vortex-file-compressed	28931311	28923635	1.00
tpch_q04/duckdb:vortex-file-compressed	28540698	28932925	0.99
tpch_q05/duckdb:vortex-file-compressed	32447628	32076500	1.01
tpch_q06/duckdb:vortex-file-compressed	10551147	10443908	1.01
tpch_q07/duckdb:vortex-file-compressed	36156971	36301189	1.00
tpch_q08/duckdb:vortex-file-compressed	37742356	37608867	1.00
tpch_q09/duckdb:vortex-file-compressed	71522639	72697207	0.98
tpch_q10/duckdb:vortex-file-compressed	33779714	34219771	0.99
tpch_q11/duckdb:vortex-file-compressed	14810522	14384563	1.03
tpch_q12/duckdb:vortex-file-compressed	21631268	22060886	0.98
tpch_q13/duckdb:vortex-file-compressed	34452040	34210954	1.01
tpch_q14/duckdb:vortex-file-compressed	21359603	19890205	1.07
tpch_q15/duckdb:vortex-file-compressed	16008403	16184279	0.99
tpch_q16/duckdb:vortex-file-compressed	27512598	27666918	0.99
tpch_q17/duckdb:vortex-file-compressed	24466210	24636787	0.99
tpch_q18/duckdb:vortex-file-compressed	48438168	49239591	0.98
tpch_q19/duckdb:vortex-file-compressed	28508730	28878807	0.99
tpch_q20/duckdb:vortex-file-compressed	33133170	34171488	0.97
tpch_q21/duckdb:vortex-file-compressed	102082579	105982800	0.96
tpch_q22/duckdb:vortex-file-compressed	16470302	17214737	0.96

duckdb / vortex-compact (0.997x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	37938621	38384018	0.99
tpch_q02/duckdb:vortex-compact	35670354	36064848	0.99
tpch_q03/duckdb:vortex-compact	32184667	31745645	1.01
tpch_q04/duckdb:vortex-compact	33863025	33890784	1.00
tpch_q05/duckdb:vortex-compact	36970368	36795106	1.00
tpch_q06/duckdb:vortex-compact	15845362	15086822	1.05
tpch_q07/duckdb:vortex-compact	42346706	41726310	1.01
tpch_q08/duckdb:vortex-compact	44462883	45309190	0.98
tpch_q09/duckdb:vortex-compact	81913854	82678083	0.99
tpch_q10/duckdb:vortex-compact	39001043	38367901	1.02
tpch_q11/duckdb:vortex-compact	18668517	18903834	0.99
tpch_q12/duckdb:vortex-compact	34900417	34650010	1.01
tpch_q13/duckdb:vortex-compact	43861427	43272691	1.01
tpch_q14/duckdb:vortex-compact	28654389	29351572	0.98
tpch_q15/duckdb:vortex-compact	18850854	19291794	0.98
tpch_q16/duckdb:vortex-compact	33618362	33602347	1.00
tpch_q17/duckdb:vortex-compact	30120528	29726567	1.01
tpch_q18/duckdb:vortex-compact	50019352	49465187	1.01
tpch_q19/duckdb:vortex-compact	33988622	35544326	0.96
tpch_q20/duckdb:vortex-compact	42146255	42528837	0.99
tpch_q21/duckdb:vortex-compact	109165769	111430265	0.98
tpch_q22/duckdb:vortex-compact	19212031	19549629	0.98

duckdb / parquet (0.987x ➖, 1↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet 🚀	77092099	89630140	0.86
tpch_q02/duckdb:parquet	39179465	38682124	1.01
tpch_q03/duckdb:parquet	68931516	69003524	1.00
tpch_q04/duckdb:parquet	46557094	47045120	0.99
tpch_q05/duckdb:parquet	65164730	67452206	0.97
tpch_q06/duckdb:parquet	19977863	20388812	0.98
tpch_q07/duckdb:parquet	75747012	71459660	1.06
tpch_q08/duckdb:parquet	80524681	80081678	1.01
tpch_q09/duckdb:parquet	137009832	144322124	0.95
tpch_q10/duckdb:parquet	115130392	123275063	0.93
tpch_q11/duckdb:parquet	22653096	22421825	1.01
tpch_q12/duckdb:parquet	44749618	45849374	0.98
tpch_q13/duckdb:parquet	244999138	248291979	0.99
tpch_q14/duckdb:parquet	48504008	49996557	0.97
tpch_q15/duckdb:parquet	24495505	24965861	0.98
tpch_q16/duckdb:parquet	55368184	56143831	0.99
tpch_q17/duckdb:parquet	55403847	50950918	1.09
tpch_q18/duckdb:parquet	113478968	113947102	1.00
tpch_q19/duckdb:parquet	64444788	65057372	0.99
tpch_q20/duckdb:parquet	62221353	64779932	0.96
tpch_q21/duckdb:parquet	168826012	160341877	1.05
tpch_q22/duckdb:parquet	50476522	51011259	0.99

duckdb / duckdb (0.992x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	15982309	16093704	0.99
tpch_q02/duckdb:duckdb	12720333	12196039	1.04
tpch_q03/duckdb:duckdb	19015043	18151937	1.05
tpch_q04/duckdb:duckdb	19516083	19724918	0.99
tpch_q05/duckdb:duckdb	19543192	19635718	1.00
tpch_q06/duckdb:duckdb	5360613	5486892	0.98
tpch_q07/duckdb:duckdb	22136751	22193669	1.00
tpch_q08/duckdb:duckdb	21509133	20932399	1.03
tpch_q09/duckdb:duckdb	52295488	52890587	0.99
tpch_q10/duckdb:duckdb	42718251	44492177	0.96
tpch_q11/duckdb:duckdb	5607937	5946669	0.94
tpch_q12/duckdb:duckdb	13624513	14087253	0.97
tpch_q13/duckdb:duckdb	37389794	37237935	1.00
tpch_q14/duckdb:duckdb	18245697	17355581	1.05
tpch_q15/duckdb:duckdb	11556914	12172407	0.95
tpch_q16/duckdb:duckdb	23148415	23965884	0.97
tpch_q17/duckdb:duckdb	13613952	14200424	0.96
tpch_q18/duckdb:duckdb	38950255	38152107	1.02
tpch_q19/duckdb:duckdb	26544868	27675066	0.96
tpch_q20/duckdb:duckdb	22301227	22419399	0.99
tpch_q21/duckdb:duckdb	55983644	56281386	0.99
tpch_q22/duckdb:duckdb	24720293	24619712	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+1.9%	+2.8%	-0.8%	+19.4%	➖ noise
1	datafusion:vortex-compact	+0.7%	+2.8%	-2.0%	+17.6%	➖ noise
1	datafusion:vortex-file-compressed	-1.8%	+2.8%	-4.5%	+18.5%	➖ noise
1	duckdb:duckdb	-0.7%	+2.8%	-3.4%	+17.4%	➖ noise
1	duckdb:vortex-compact	-1.2%	+2.8%	-3.8%	+16.7%	➖ noise
1	duckdb:vortex-file-compressed	-1.0%	+2.8%	-3.7%	+21.3%	➖ noise
2	datafusion:arrow	-7.0%	+0.9%	-7.8%	+10.0%	➖ noise
2	datafusion:vortex-compact	-3.8%	+0.9%	-4.7%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-0.4%	+0.9%	-1.2%	+10.0%	➖ noise
2	duckdb:duckdb	+4.3%	+0.9%	+3.4%	+11.9%	➖ noise
2	duckdb:vortex-compact	-1.1%	+0.9%	-2.0%	+10.6%	➖ noise
2	duckdb:vortex-file-compressed	-3.8%	+0.9%	-4.6%	+10.0%	➖ noise
3	datafusion:arrow	-5.0%	-2.6%	-2.6%	+10.0%	➖ noise
3	datafusion:vortex-compact	-1.3%	-2.6%	+1.3%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-2.9%	-2.6%	-0.3%	+10.0%	➖ noise
3	duckdb:duckdb	+4.8%	-2.6%	+7.5%	+11.0%	➖ noise
3	duckdb:vortex-compact	+1.4%	-2.6%	+4.0%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+0.0%	-2.6%	+2.7%	+12.8%	➖ noise
4	datafusion:arrow	-0.4%	-0.7%	+0.2%	+10.0%	➖ noise
4	datafusion:vortex-compact	-4.0%	-0.7%	-3.3%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-2.8%	-0.7%	-2.2%	+10.0%	➖ noise
4	duckdb:duckdb	-1.1%	-0.7%	-0.4%	+10.0%	➖ noise
4	duckdb:vortex-compact	-0.1%	-0.7%	+0.6%	+11.9%	➖ noise
4	duckdb:vortex-file-compressed	-1.4%	-0.7%	-0.7%	+10.0%	➖ noise
5	datafusion:arrow	+4.1%	-2.5%	+6.8%	+10.0%	➖ noise
5	datafusion:vortex-compact	-3.8%	-2.5%	-1.3%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-2.1%	-2.5%	+0.5%	+10.0%	➖ noise
5	duckdb:duckdb	-0.5%	-2.5%	+2.1%	+10.0%	➖ noise
5	duckdb:vortex-compact	+0.5%	-2.5%	+3.1%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+1.2%	-2.5%	+3.8%	+10.0%	➖ noise
6	datafusion:arrow	+2.5%	+7.3%	-4.5%	+13.5%	➖ noise
6	datafusion:vortex-compact	+4.3%	+7.3%	-2.8%	+15.2%	➖ noise
6	datafusion:vortex-file-compressed	-3.1%	+7.3%	-9.8%	+14.0%	➖ noise
6	duckdb:duckdb	-2.3%	+7.3%	-9.0%	+15.8%	➖ noise
6	duckdb:vortex-compact	+5.0%	+7.3%	-2.1%	+24.3%	➖ noise
6	duckdb:vortex-file-compressed	+1.0%	+7.3%	-5.9%	+14.4%	➖ noise
7	datafusion:arrow	-3.1%	+2.2%	-5.2%	+11.0%	➖ noise
7	datafusion:vortex-compact	-0.6%	+2.2%	-2.7%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-1.6%	+2.2%	-3.7%	+10.0%	➖ noise
7	duckdb:duckdb	-0.3%	+2.2%	-2.4%	+10.0%	➖ noise
7	duckdb:vortex-compact	+1.5%	+2.2%	-0.7%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-0.4%	+2.2%	-2.5%	+10.0%	➖ noise
8	datafusion:arrow	-9.1%	-2.0%	-7.3%	+10.0%	➖ noise
8	datafusion:vortex-compact	+0.0%	-2.0%	+2.1%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-4.0%	-2.0%	-2.0%	+10.0%	➖ noise
8	duckdb:duckdb	+2.8%	-2.0%	+4.8%	+10.0%	➖ noise
8	duckdb:vortex-compact	-1.9%	-2.0%	+0.1%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+0.4%	-2.0%	+2.4%	+13.9%	➖ noise
9	datafusion:arrow	-10.4%	-6.7%	-3.9%	+10.0%	➖ noise
9	datafusion:vortex-compact	-2.6%	-6.7%	+4.4%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-2.5%	-6.7%	+4.6%	+10.0%	➖ noise
9	duckdb:duckdb	-1.1%	-6.7%	+6.0%	+10.0%	➖ noise
9	duckdb:vortex-compact	-0.9%	-6.7%	+6.2%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-1.6%	-6.7%	+5.5%	+10.0%	➖ noise
10	datafusion:arrow	-9.5%	-3.1%	-6.5%	+10.6%	➖ noise
10	datafusion:vortex-compact	-1.6%	-3.1%	+1.5%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-0.4%	-3.1%	+2.9%	+10.0%	➖ noise
10	duckdb:duckdb	-4.0%	-3.1%	-0.9%	+11.1%	➖ noise
10	duckdb:vortex-compact	+1.7%	-3.1%	+4.9%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-1.3%	-3.1%	+1.9%	+10.0%	➖ noise
11	datafusion:arrow	-2.6%	+1.1%	-3.6%	+14.6%	➖ noise
11	datafusion:vortex-compact	+0.6%	+1.1%	-0.5%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-4.4%	+1.1%	-5.5%	+10.0%	➖ noise
11	duckdb:duckdb	-5.7%	+1.1%	-6.7%	+10.0%	➖ noise
11	duckdb:vortex-compact	-1.2%	+1.1%	-2.3%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+3.0%	+1.1%	+1.8%	+13.4%	➖ noise
12	datafusion:arrow	-1.2%	-1.1%	-0.1%	+18.5%	➖ noise
12	datafusion:vortex-compact	-4.0%	-1.1%	-3.0%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-4.0%	-1.1%	-3.0%	+10.6%	➖ noise
12	duckdb:duckdb	-3.3%	-1.1%	-2.2%	+10.0%	➖ noise
12	duckdb:vortex-compact	+0.7%	-1.1%	+1.8%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-1.9%	-1.1%	-0.9%	+11.2%	➖ noise
13	datafusion:arrow	-2.3%	-1.7%	-0.6%	+10.0%	➖ noise
13	datafusion:vortex-compact	-0.8%	-1.7%	+0.9%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-3.8%	-1.7%	-2.1%	+10.0%	➖ noise
13	duckdb:duckdb	+0.4%	-1.7%	+2.2%	+12.4%	➖ noise
13	duckdb:vortex-compact	+1.4%	-1.7%	+3.1%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+0.7%	-1.7%	+2.5%	+10.0%	➖ noise
14	datafusion:arrow	-4.9%	-2.7%	-2.3%	+12.0%	➖ noise
14	datafusion:vortex-compact	-1.1%	-2.7%	+1.6%	+10.2%	➖ noise
14	datafusion:vortex-file-compressed	+0.8%	-2.7%	+3.5%	+10.0%	➖ noise
14	duckdb:duckdb	+5.1%	-2.7%	+8.0%	+15.0%	➖ noise
14	duckdb:vortex-compact	-2.4%	-2.7%	+0.3%	+12.9%	➖ noise
14	duckdb:vortex-file-compressed	+7.4%	-2.7%	+10.3%	+14.5%	➖ noise
15	datafusion:arrow	-10.5%	-0.8%	-9.8%	+11.8%	➖ noise
15	datafusion:vortex-compact	-0.3%	-0.8%	+0.5%	+12.8%	➖ noise
15	datafusion:vortex-file-compressed	-0.4%	-0.8%	+0.3%	+14.1%	➖ noise
15	duckdb:duckdb	-5.1%	-0.8%	-4.3%	+13.3%	➖ noise
15	duckdb:vortex-compact	-2.3%	-0.8%	-1.5%	+16.3%	➖ noise
15	duckdb:vortex-file-compressed	-1.1%	-0.8%	-0.3%	+13.0%	➖ noise
16	datafusion:arrow	-4.6%	-0.4%	-4.2%	+10.0%	➖ noise
16	datafusion:vortex-compact	-6.8%	-0.4%	-6.5%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-1.4%	-0.4%	-1.0%	+10.0%	➖ noise
16	duckdb:duckdb	-3.4%	-0.4%	-3.0%	+10.0%	➖ noise
16	duckdb:vortex-compact	+0.0%	-0.4%	+0.4%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-0.6%	-0.4%	-0.2%	+10.0%	➖ noise
17	datafusion:arrow	+0.2%	+5.6%	-5.1%	+11.3%	➖ noise
17	datafusion:vortex-compact	+2.4%	+5.6%	-3.0%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-3.3%	+5.6%	-8.4%	+11.2%	➖ noise
17	duckdb:duckdb	-4.1%	+5.6%	-9.2%	+10.0%	✅ faster
17	duckdb:vortex-compact	+1.3%	+5.6%	-4.1%	+11.5%	➖ noise
17	duckdb:vortex-file-compressed	-0.7%	+5.6%	-6.0%	+15.5%	➖ noise
18	datafusion:arrow	-2.4%	-1.4%	-1.0%	+10.0%	➖ noise
18	datafusion:vortex-compact	-2.4%	-1.4%	-1.0%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-0.1%	-1.4%	+1.3%	+10.0%	➖ noise
18	duckdb:duckdb	+2.1%	-1.4%	+3.6%	+10.0%	➖ noise
18	duckdb:vortex-compact	+1.1%	-1.4%	+2.6%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-1.6%	-1.4%	-0.2%	+10.0%	➖ noise
19	datafusion:arrow	+1.5%	-1.4%	+3.0%	+16.2%	➖ noise
19	datafusion:vortex-compact	-2.4%	-1.4%	-1.0%	+12.5%	➖ noise
19	datafusion:vortex-file-compressed	-4.4%	-1.4%	-3.0%	+13.4%	➖ noise
19	duckdb:duckdb	-4.1%	-1.4%	-2.7%	+14.3%	➖ noise
19	duckdb:vortex-compact	-4.4%	-1.4%	-3.0%	+14.6%	➖ noise
19	duckdb:vortex-file-compressed	-1.3%	-1.4%	+0.1%	+13.7%	➖ noise
20	datafusion:arrow	-1.1%	-2.9%	+1.9%	+10.0%	➖ noise
20	datafusion:vortex-compact	-2.4%	-2.9%	+0.5%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	-3.0%	-2.9%	-0.1%	+10.0%	➖ noise
20	duckdb:duckdb	-0.5%	-2.9%	+2.5%	+10.0%	➖ noise
20	duckdb:vortex-compact	-0.9%	-2.9%	+2.1%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	-3.0%	-2.9%	-0.1%	+10.0%	➖ noise
21	datafusion:arrow	+5.4%	+0.8%	+4.5%	+10.0%	➖ noise
21	datafusion:vortex-compact	-0.5%	+0.8%	-1.3%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	-4.6%	+0.8%	-5.3%	+10.0%	➖ noise
21	duckdb:duckdb	-0.5%	+0.8%	-1.3%	+10.0%	➖ noise
21	duckdb:vortex-compact	-2.0%	+0.8%	-2.8%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	-3.7%	+0.8%	-4.4%	+10.0%	➖ noise
22	datafusion:arrow	-0.3%	-1.2%	+0.9%	+10.0%	➖ noise
22	datafusion:vortex-compact	-1.6%	-1.2%	-0.5%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	-3.1%	-1.2%	-2.0%	+10.0%	➖ noise
22	duckdb:duckdb	+0.4%	-1.2%	+1.6%	+10.0%	➖ noise
22	duckdb:vortex-compact	-1.7%	-1.2%	-0.6%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-4.3%	-1.2%	-3.2%	+10.0%	➖ noise

github-actions · 2026-04-28T14:08:22Z

Benchmarks: PolarSignals Profiling

Vortex (geomean): 0.887x ✅

datafusion / vortex-file-compressed (0.887x ✅, 6↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	122749471	129069071	0.95
polarsignals_q01/datafusion:vortex-file-compressed 🚀	255325758	325245783	0.79
polarsignals_q02/datafusion:vortex-file-compressed 🚀	22652519	26373058	0.86
polarsignals_q03/datafusion:vortex-file-compressed 🚀	267692031	304420320	0.88
polarsignals_q04/datafusion:vortex-file-compressed 🚀	11763534	13962703	0.84
polarsignals_q05/datafusion:vortex-file-compressed	16391122	17361311	0.94
polarsignals_q06/datafusion:vortex-file-compressed	19080606	19597663	0.97
polarsignals_q07/datafusion:vortex-file-compressed 🚀	14148134	16064556	0.88
polarsignals_q08/datafusion:vortex-file-compressed	362130078	401769803	0.90
polarsignals_q09/datafusion:vortex-file-compressed 🚀	11142915	12851188	0.87

github-actions · 2026-04-28T14:08:26Z

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.5%
Vortex (geomean): 1.041x ➖
Parquet (geomean): 1.037x ➖
Shifts: Parquet (control) +3.7% · Median polish +4.2%

datafusion / vortex-file-compressed (1.043x ➖, 2↑ 5↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	26246897	24387919	1.08
tpcds_q02/datafusion:vortex-file-compressed	49072653	46279587	1.06
tpcds_q03/datafusion:vortex-file-compressed	15771880	15803959	1.00
tpcds_q04/datafusion:vortex-file-compressed	258451654	246343696	1.05
tpcds_q05/datafusion:vortex-file-compressed	44088608	44265986	1.00
tpcds_q06/datafusion:vortex-file-compressed	61187427	58856973	1.04
tpcds_q07/datafusion:vortex-file-compressed	43139932	39851219	1.08
tpcds_q08/datafusion:vortex-file-compressed	29814492	29985875	0.99
tpcds_q09/datafusion:vortex-file-compressed	45203351	45439832	0.99
tpcds_q10/datafusion:vortex-file-compressed	40254302	37556331	1.07
tpcds_q11/datafusion:vortex-file-compressed	131791548	130699736	1.01
tpcds_q12/datafusion:vortex-file-compressed	20761674	19780883	1.05
tpcds_q13/datafusion:vortex-file-compressed	44770497	43834680	1.02
tpcds_q14/datafusion:vortex-file-compressed	177893786	167569084	1.06
tpcds_q15/datafusion:vortex-file-compressed	28375001	26937267	1.05
tpcds_q16/datafusion:vortex-file-compressed	29821066	28005993	1.06
tpcds_q17/datafusion:vortex-file-compressed	65604049	60362989	1.09
tpcds_q18/datafusion:vortex-file-compressed	70032732	68936477	1.02
tpcds_q19/datafusion:vortex-file-compressed	23071998	21592104	1.07
tpcds_q20/datafusion:vortex-file-compressed 🚨	22449285	20333786	1.10
tpcds_q21/datafusion:vortex-file-compressed 🚨	39537250	34798383	1.14
tpcds_q22/datafusion:vortex-file-compressed 🚀	126808446	148554846	0.85
tpcds_q23/datafusion:vortex-file-compressed	153972806	147487935	1.04
tpcds_q24/datafusion:vortex-file-compressed 🚨	93001026	81220400	1.15
tpcds_q25/datafusion:vortex-file-compressed	70469620	65302712	1.08
tpcds_q26/datafusion:vortex-file-compressed	34427183	34171320	1.01
tpcds_q27/datafusion:vortex-file-compressed	108912241	103677002	1.05
tpcds_q28/datafusion:vortex-file-compressed	41780163	42983949	0.97
tpcds_q29/datafusion:vortex-file-compressed	63265772	62243956	1.02
tpcds_q30/datafusion:vortex-file-compressed	24858169	22933705	1.08
tpcds_q31/datafusion:vortex-file-compressed	78479068	72550434	1.08
tpcds_q32/datafusion:vortex-file-compressed	21237872	20111850	1.06
tpcds_q33/datafusion:vortex-file-compressed	30567286	29570022	1.03
tpcds_q34/datafusion:vortex-file-compressed	25156504	23659013	1.06
tpcds_q35/datafusion:vortex-file-compressed	47185701	43754606	1.08
tpcds_q36/datafusion:vortex-file-compressed	60911521	57103299	1.07
tpcds_q37/datafusion:vortex-file-compressed	26504626	24802708	1.07
tpcds_q38/datafusion:vortex-file-compressed	46953430	43117790	1.09
tpcds_q39/datafusion:vortex-file-compressed	111554801	102206037	1.09
tpcds_q40/datafusion:vortex-file-compressed	33822652	32320738	1.05
tpcds_q41/datafusion:vortex-file-compressed 🚨	17082594	15447054	1.11
tpcds_q42/datafusion:vortex-file-compressed	14578401	13716884	1.06
tpcds_q43/datafusion:vortex-file-compressed	19140582	18889164	1.01
tpcds_q44/datafusion:vortex-file-compressed	33603252	32964018	1.02
tpcds_q45/datafusion:vortex-file-compressed	27795217	26668880	1.04
tpcds_q46/datafusion:vortex-file-compressed	37348990	34798021	1.07
tpcds_q47/datafusion:vortex-file-compressed	136181879	129365106	1.05
tpcds_q48/datafusion:vortex-file-compressed	39216263	37436728	1.05
tpcds_q49/datafusion:vortex-file-compressed	59607493	57187730	1.04
tpcds_q50/datafusion:vortex-file-compressed	40035667	39006015	1.03
tpcds_q51/datafusion:vortex-file-compressed	89532007	87265267	1.03
tpcds_q52/datafusion:vortex-file-compressed	14364530	14337833	1.00
tpcds_q53/datafusion:vortex-file-compressed	21879401	21038160	1.04
tpcds_q54/datafusion:vortex-file-compressed	36442990	35746284	1.02
tpcds_q55/datafusion:vortex-file-compressed	14525584	13628348	1.07
tpcds_q56/datafusion:vortex-file-compressed	30142491	29802997	1.01
tpcds_q57/datafusion:vortex-file-compressed	113322694	113296055	1.00
tpcds_q58/datafusion:vortex-file-compressed	54943984	52352134	1.05
tpcds_q59/datafusion:vortex-file-compressed	57807054	56985437	1.01
tpcds_q60/datafusion:vortex-file-compressed	32081411	30311561	1.06
tpcds_q61/datafusion:vortex-file-compressed	41595824	40925611	1.02
tpcds_q62/datafusion:vortex-file-compressed 🚀	23194891	27610248	0.84
tpcds_q63/datafusion:vortex-file-compressed	21847259	20652564	1.06
tpcds_q64/datafusion:vortex-file-compressed	424097612	420506287	1.01
tpcds_q65/datafusion:vortex-file-compressed	41496412	39192833	1.06
tpcds_q66/datafusion:vortex-file-compressed	74917670	73262837	1.02
tpcds_q67/datafusion:vortex-file-compressed	147657834	142563446	1.04
tpcds_q68/datafusion:vortex-file-compressed	34281700	32614927	1.05
tpcds_q69/datafusion:vortex-file-compressed 🚨	39234079	35577129	1.10
tpcds_q70/datafusion:vortex-file-compressed	88637065	86455201	1.03
tpcds_q71/datafusion:vortex-file-compressed	24615062	23627243	1.04
tpcds_q72/datafusion:vortex-file-compressed	2220109749	2113101523	1.05
tpcds_q73/datafusion:vortex-file-compressed	23461225	22527907	1.04
tpcds_q74/datafusion:vortex-file-compressed	80906256	77501596	1.04
tpcds_q75/datafusion:vortex-file-compressed	111542647	107935437	1.03
tpcds_q76/datafusion:vortex-file-compressed	25418997	23514979	1.08
tpcds_q77/datafusion:vortex-file-compressed	42109479	38588686	1.09
tpcds_q78/datafusion:vortex-file-compressed	126511685	122355836	1.03
tpcds_q79/datafusion:vortex-file-compressed	29837663	28139710	1.06
tpcds_q80/datafusion:vortex-file-compressed	96753346	94106536	1.03
tpcds_q81/datafusion:vortex-file-compressed	24944581	23673794	1.05
tpcds_q82/datafusion:vortex-file-compressed	28451295	26021111	1.09
tpcds_q83/datafusion:vortex-file-compressed	35030828	32815770	1.07
tpcds_q84/datafusion:vortex-file-compressed	13478385	12653879	1.07
tpcds_q85/datafusion:vortex-file-compressed	90320186	89856742	1.01
tpcds_q86/datafusion:vortex-file-compressed	16680860	15325871	1.09
tpcds_q87/datafusion:vortex-file-compressed	45788055	43724815	1.05
tpcds_q88/datafusion:vortex-file-compressed	58509783	54743093	1.07
tpcds_q89/datafusion:vortex-file-compressed	25496498	24939671	1.02
tpcds_q90/datafusion:vortex-file-compressed	15261793	14598356	1.05
tpcds_q91/datafusion:vortex-file-compressed	18961928	18065482	1.05
tpcds_q92/datafusion:vortex-file-compressed	19957502	18416944	1.08
tpcds_q93/datafusion:vortex-file-compressed	34646911	32949259	1.05
tpcds_q94/datafusion:vortex-file-compressed	24218715	22950026	1.06
tpcds_q95/datafusion:vortex-file-compressed	61620462	58984745	1.04
tpcds_q96/datafusion:vortex-file-compressed	14024920	13533429	1.04
tpcds_q97/datafusion:vortex-file-compressed	33184075	33397041	0.99
tpcds_q98/datafusion:vortex-file-compressed	24978901	24439446	1.02
tpcds_q99/datafusion:vortex-file-compressed	30631139	31149758	0.98

datafusion / vortex-compact (1.045x ➖, 0↑ 7↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact 🚨	27891236	24673482	1.13
tpcds_q02/datafusion:vortex-compact	57056627	52865221	1.08
tpcds_q03/datafusion:vortex-compact	20232816	19323052	1.05
tpcds_q04/datafusion:vortex-compact	308473498	298184943	1.03
tpcds_q05/datafusion:vortex-compact 🚨	52049394	46999971	1.11
tpcds_q06/datafusion:vortex-compact	63148853	62261157	1.01
tpcds_q07/datafusion:vortex-compact	53999392	54532805	0.99
tpcds_q08/datafusion:vortex-compact	36283018	35277258	1.03
tpcds_q09/datafusion:vortex-compact	64500557	62109271	1.04
tpcds_q10/datafusion:vortex-compact	51607841	48607122	1.06
tpcds_q11/datafusion:vortex-compact	158843161	157618569	1.01
tpcds_q12/datafusion:vortex-compact	23151380	22177550	1.04
tpcds_q13/datafusion:vortex-compact	95240553	94344683	1.01
tpcds_q14/datafusion:vortex-compact	206198308	204410774	1.01
tpcds_q15/datafusion:vortex-compact	31411377	30067425	1.04
tpcds_q16/datafusion:vortex-compact	34019945	32536413	1.05
tpcds_q17/datafusion:vortex-compact	76219523	72750677	1.05
tpcds_q18/datafusion:vortex-compact	80917940	77429327	1.05
tpcds_q19/datafusion:vortex-compact	30784031	30447102	1.01
tpcds_q20/datafusion:vortex-compact	25640111	25175303	1.02
tpcds_q21/datafusion:vortex-compact	41065789	40241240	1.02
tpcds_q22/datafusion:vortex-compact 🚨	151000099	127947586	1.18
tpcds_q23/datafusion:vortex-compact	172202761	161970093	1.06
tpcds_q24/datafusion:vortex-compact	102059380	95936219	1.06
tpcds_q25/datafusion:vortex-compact	82635000	79526769	1.04
tpcds_q26/datafusion:vortex-compact	45348670	43721039	1.04
tpcds_q27/datafusion:vortex-compact	129718823	126563069	1.02
tpcds_q28/datafusion:vortex-compact	80140442	78330171	1.02
tpcds_q29/datafusion:vortex-compact	77842181	72881885	1.07
tpcds_q30/datafusion:vortex-compact	29409995	30405778	0.97
tpcds_q31/datafusion:vortex-compact	99898451	95378567	1.05
tpcds_q32/datafusion:vortex-compact	27234050	25052966	1.09
tpcds_q33/datafusion:vortex-compact	36940680	35948545	1.03
tpcds_q34/datafusion:vortex-compact	33582660	32876571	1.02
tpcds_q35/datafusion:vortex-compact	54018378	50706419	1.07
tpcds_q36/datafusion:vortex-compact	78273269	72550249	1.08
tpcds_q37/datafusion:vortex-compact	41611781	39860859	1.04
tpcds_q38/datafusion:vortex-compact	56451544	52125671	1.08
tpcds_q39/datafusion:vortex-compact	119198824	114321447	1.04
tpcds_q40/datafusion:vortex-compact	38812164	36165251	1.07
tpcds_q41/datafusion:vortex-compact	19600932	18213091	1.08
tpcds_q42/datafusion:vortex-compact	19165118	18303917	1.05
tpcds_q43/datafusion:vortex-compact	26043539	24383496	1.07
tpcds_q44/datafusion:vortex-compact	49858156	48452971	1.03
tpcds_q45/datafusion:vortex-compact	32399890	30133323	1.08
tpcds_q46/datafusion:vortex-compact	45962978	44171772	1.04
tpcds_q47/datafusion:vortex-compact	155103377	150062557	1.03
tpcds_q48/datafusion:vortex-compact	74430017	69440338	1.07
tpcds_q49/datafusion:vortex-compact	71390189	68615626	1.04
tpcds_q50/datafusion:vortex-compact	49251495	46162067	1.07
tpcds_q51/datafusion:vortex-compact	99999795	97715345	1.02
tpcds_q52/datafusion:vortex-compact	19295197	18549038	1.04
tpcds_q53/datafusion:vortex-compact	28909197	28303980	1.02
tpcds_q54/datafusion:vortex-compact	44567422	42047265	1.06
tpcds_q55/datafusion:vortex-compact	18965933	18095301	1.05
tpcds_q56/datafusion:vortex-compact	36854874	35536316	1.04
tpcds_q57/datafusion:vortex-compact	118058766	114642396	1.03
tpcds_q58/datafusion:vortex-compact	64822429	63253255	1.02
tpcds_q59/datafusion:vortex-compact	71583596	70269409	1.02
tpcds_q60/datafusion:vortex-compact	35440053	35495535	1.00
tpcds_q61/datafusion:vortex-compact	54835545	53440568	1.03
tpcds_q62/datafusion:vortex-compact	25582126	24493672	1.04
tpcds_q63/datafusion:vortex-compact	30212686	28421489	1.06
tpcds_q64/datafusion:vortex-compact	462197611	443160670	1.04
tpcds_q65/datafusion:vortex-compact	54956057	53894605	1.02
tpcds_q66/datafusion:vortex-compact	80015876	78167737	1.02
tpcds_q67/datafusion:vortex-compact	156915579	147262193	1.07
tpcds_q68/datafusion:vortex-compact	47576955	44848537	1.06
tpcds_q69/datafusion:vortex-compact	48617973	47319450	1.03
tpcds_q70/datafusion:vortex-compact	102189353	98785088	1.03
tpcds_q71/datafusion:vortex-compact	31313163	30686971	1.02
tpcds_q72/datafusion:vortex-compact	2194262601	2130861066	1.03
tpcds_q73/datafusion:vortex-compact	31589953	30735058	1.03
tpcds_q74/datafusion:vortex-compact	99103032	92874683	1.07
tpcds_q75/datafusion:vortex-compact	133267924	125771072	1.06
tpcds_q76/datafusion:vortex-compact	34214452	33401632	1.02
tpcds_q77/datafusion:vortex-compact	51999247	50752144	1.02
tpcds_q78/datafusion:vortex-compact	143224363	135568150	1.06
tpcds_q79/datafusion:vortex-compact	41082279	38994956	1.05
tpcds_q80/datafusion:vortex-compact	107505510	104200307	1.03
tpcds_q81/datafusion:vortex-compact	28996945	29159629	0.99
tpcds_q82/datafusion:vortex-compact	41921236	40850862	1.03
tpcds_q83/datafusion:vortex-compact	35321229	32513096	1.09
tpcds_q84/datafusion:vortex-compact 🚨	15871956	13861335	1.15
tpcds_q85/datafusion:vortex-compact	130757608	125315769	1.04
tpcds_q86/datafusion:vortex-compact	19763635	21906383	0.90
tpcds_q87/datafusion:vortex-compact	54635108	52185897	1.05
tpcds_q88/datafusion:vortex-compact	78765759	75926401	1.04
tpcds_q89/datafusion:vortex-compact	31948812	30845161	1.04
tpcds_q90/datafusion:vortex-compact	15833352	15031124	1.05
tpcds_q91/datafusion:vortex-compact	34578526	33434647	1.03
tpcds_q92/datafusion:vortex-compact 🚨	26205696	23304812	1.12
tpcds_q93/datafusion:vortex-compact	39338642	38209897	1.03
tpcds_q94/datafusion:vortex-compact 🚨	29574384	26107302	1.13
tpcds_q95/datafusion:vortex-compact	67685371	64702428	1.05
tpcds_q96/datafusion:vortex-compact	18414535	16907627	1.09
tpcds_q97/datafusion:vortex-compact 🚨	40323032	36622461	1.10
tpcds_q98/datafusion:vortex-compact	30836565	29682139	1.04
tpcds_q99/datafusion:vortex-compact	31909355	31707244	1.01

datafusion / parquet (1.049x ➖, 0↑ 12↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	32150516	29468939	1.09
tpcds_q02/datafusion:parquet	43011814	41266457	1.04
tpcds_q03/datafusion:parquet	14034862	13629813	1.03
tpcds_q04/datafusion:parquet	284392624	277646694	1.02
tpcds_q05/datafusion:parquet	44109553	40913804	1.08
tpcds_q06/datafusion:parquet	60976287	60719499	1.00
tpcds_q07/datafusion:parquet	85648230	79248657	1.08
tpcds_q08/datafusion:parquet	27504157	27485233	1.00
tpcds_q09/datafusion:parquet 🚨	47738331	42875826	1.11
tpcds_q10/datafusion:parquet 🚨	80090080	71504598	1.12
tpcds_q11/datafusion:parquet 🚨	163252788	143573958	1.14
tpcds_q12/datafusion:parquet	18400229	17423067	1.06
tpcds_q13/datafusion:parquet	80315934	74615538	1.08
tpcds_q14/datafusion:parquet	164526904	162075637	1.02
tpcds_q15/datafusion:parquet	21658190	20914629	1.04
tpcds_q16/datafusion:parquet	24757474	25258994	0.98
tpcds_q17/datafusion:parquet	65076935	66630966	0.98
tpcds_q18/datafusion:parquet	119788701	115300581	1.04
tpcds_q19/datafusion:parquet	24668599	22748259	1.08
tpcds_q20/datafusion:parquet 🚨	17832435	16158466	1.10
tpcds_q21/datafusion:parquet	19786078	18568480	1.07
tpcds_q22/datafusion:parquet 🚨	153318345	126187136	1.22
tpcds_q23/datafusion:parquet	152220205	143937000	1.06
tpcds_q24/datafusion:parquet	95359562	88334933	1.08
tpcds_q25/datafusion:parquet	64755417	63302212	1.02
tpcds_q26/datafusion:parquet	69533126	66442672	1.05
tpcds_q27/datafusion:parquet	153021301	147990897	1.03
tpcds_q28/datafusion:parquet	48218248	44612641	1.08
tpcds_q29/datafusion:parquet	68042268	66170982	1.03
tpcds_q30/datafusion:parquet	36192394	34193612	1.06
tpcds_q31/datafusion:parquet	68664678	66149191	1.04
tpcds_q32/datafusion:parquet	19209849	17858377	1.08
tpcds_q33/datafusion:parquet	28129567	26311310	1.07
tpcds_q34/datafusion:parquet	24002131	23612870	1.02
tpcds_q35/datafusion:parquet	74350790	71940398	1.03
tpcds_q36/datafusion:parquet	58659890	55711434	1.05
tpcds_q37/datafusion:parquet 🚨	20442416	18475598	1.11
tpcds_q38/datafusion:parquet	41755179	42359025	0.99
tpcds_q39/datafusion:parquet	74401306	70212334	1.06
tpcds_q40/datafusion:parquet	23340528	23393136	1.00
tpcds_q41/datafusion:parquet	14103869	13018642	1.08
tpcds_q42/datafusion:parquet	11878766	12269861	0.97
tpcds_q43/datafusion:parquet	17518935	17109469	1.02
tpcds_q44/datafusion:parquet	34365163	33489176	1.03
tpcds_q45/datafusion:parquet	29248419	27906241	1.05
tpcds_q46/datafusion:parquet	32707246	31629202	1.03
tpcds_q47/datafusion:parquet	127255130	121942636	1.04
tpcds_q48/datafusion:parquet	74365077	69974280	1.06
tpcds_q49/datafusion:parquet	57028268	55406414	1.03
tpcds_q50/datafusion:parquet	46537085	44223543	1.05
tpcds_q51/datafusion:parquet	83690454	86146447	0.97
tpcds_q52/datafusion:parquet	11996491	11757378	1.02
tpcds_q53/datafusion:parquet	18464205	17683977	1.04
tpcds_q54/datafusion:parquet	35659804	34014866	1.05
tpcds_q55/datafusion:parquet	12008041	11505812	1.04
tpcds_q56/datafusion:parquet 🚨	30407304	27147213	1.12
tpcds_q57/datafusion:parquet	96175250	97130153	0.99
tpcds_q58/datafusion:parquet	50258966	49436621	1.02
tpcds_q59/datafusion:parquet	54803216	53008357	1.03
tpcds_q60/datafusion:parquet	28082250	27122338	1.04
tpcds_q61/datafusion:parquet	43328301	43290267	1.00
tpcds_q62/datafusion:parquet 🚨	25291638	19483842	1.30
tpcds_q63/datafusion:parquet	18123592	17433868	1.04
tpcds_q64/datafusion:parquet	530279238	509590192	1.04
tpcds_q65/datafusion:parquet	38280242	36968390	1.04
tpcds_q66/datafusion:parquet	71862693	70711985	1.02
tpcds_q67/datafusion:parquet	151392767	141872592	1.07
tpcds_q68/datafusion:parquet	34306834	31883741	1.08
tpcds_q69/datafusion:parquet	75411019	69336151	1.09
tpcds_q70/datafusion:parquet	86921520	85749020	1.01
tpcds_q71/datafusion:parquet	23484019	22577972	1.04
tpcds_q72/datafusion:parquet	617839189	603565653	1.02
tpcds_q73/datafusion:parquet	22855714	21587151	1.06
tpcds_q74/datafusion:parquet	87035675	83256707	1.05
tpcds_q75/datafusion:parquet	102500452	99211012	1.03
tpcds_q76/datafusion:parquet	30770756	29640302	1.04
tpcds_q77/datafusion:parquet	40930676	37405025	1.09
tpcds_q78/datafusion:parquet	115631686	111047916	1.04
tpcds_q79/datafusion:parquet	27024907	25477028	1.06
tpcds_q80/datafusion:parquet	81560299	76298419	1.07
tpcds_q81/datafusion:parquet	33259863	33372988	1.00
tpcds_q82/datafusion:parquet 🚨	21658218	19623316	1.10
tpcds_q83/datafusion:parquet 🚨	40788351	35264681	1.16
tpcds_q84/datafusion:parquet	40221202	38585944	1.04
tpcds_q85/datafusion:parquet	154400272	149662177	1.03
tpcds_q86/datafusion:parquet	16254632	15782217	1.03
tpcds_q87/datafusion:parquet 🚨	44214744	39918717	1.11
tpcds_q88/datafusion:parquet	60786088	59092736	1.03
tpcds_q89/datafusion:parquet	23788473	22560899	1.05
tpcds_q90/datafusion:parquet	15353407	14704011	1.04
tpcds_q91/datafusion:parquet	62633221	59004518	1.06
tpcds_q92/datafusion:parquet	18721041	18286046	1.02
tpcds_q93/datafusion:parquet	32834080	31182487	1.05
tpcds_q94/datafusion:parquet 🚨	22018456	19789808	1.11
tpcds_q95/datafusion:parquet	59993584	58410512	1.03
tpcds_q96/datafusion:parquet	12240343	11843799	1.03
tpcds_q97/datafusion:parquet	29879047	29064965	1.03
tpcds_q98/datafusion:parquet	22085956	21700388	1.02
tpcds_q99/datafusion:parquet	25723604	28444535	0.90

duckdb / vortex-file-compressed (1.041x ➖, 0↑ 9↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed 🚨	22851399	20769706	1.10
tpcds_q02/duckdb:vortex-file-compressed	37393496	36965117	1.01
tpcds_q03/duckdb:vortex-file-compressed	34189446	32605988	1.05
tpcds_q04/duckdb:vortex-file-compressed	110547500	107964463	1.02
tpcds_q05/duckdb:vortex-file-compressed	38950237	36075091	1.08
tpcds_q06/duckdb:vortex-file-compressed	33946703	31654803	1.07
tpcds_q07/duckdb:vortex-file-compressed 🚨	23110365	19340814	1.19
tpcds_q08/duckdb:vortex-file-compressed	29527198	27714098	1.07
tpcds_q09/duckdb:vortex-file-compressed	37193891	39800724	0.93
tpcds_q10/duckdb:vortex-file-compressed	42550061	40446682	1.05
tpcds_q11/duckdb:vortex-file-compressed	64908491	59681574	1.09
tpcds_q12/duckdb:vortex-file-compressed	15558364	14683240	1.06
tpcds_q13/duckdb:vortex-file-compressed	33704409	33488000	1.01
tpcds_q14/duckdb:vortex-file-compressed	109282054	104573803	1.05
tpcds_q15/duckdb:vortex-file-compressed	28115447	26790992	1.05
tpcds_q16/duckdb:vortex-file-compressed	27514223	27832885	0.99
tpcds_q17/duckdb:vortex-file-compressed	45093739	42885155	1.05
tpcds_q18/duckdb:vortex-file-compressed	45999107	46538346	0.99
tpcds_q19/duckdb:vortex-file-compressed	33875889	32707508	1.04
tpcds_q20/duckdb:vortex-file-compressed	15960965	14937069	1.07
tpcds_q21/duckdb:vortex-file-compressed	17608347	16567153	1.06
tpcds_q22/duckdb:vortex-file-compressed	74801819	76977240	0.97
tpcds_q23/duckdb:vortex-file-compressed	110298946	107618274	1.02
tpcds_q24/duckdb:vortex-file-compressed	49224991	48878173	1.01
tpcds_q25/duckdb:vortex-file-compressed	49040638	49233189	1.00
tpcds_q26/duckdb:vortex-file-compressed	42356759	40443526	1.05
tpcds_q27/duckdb:vortex-file-compressed	49652480	48767662	1.02
tpcds_q28/duckdb:vortex-file-compressed	35490093	34960618	1.02
tpcds_q29/duckdb:vortex-file-compressed	42661022	43292452	0.99
tpcds_q30/duckdb:vortex-file-compressed	24569070	23915022	1.03
tpcds_q31/duckdb:vortex-file-compressed	34779543	34690087	1.00
tpcds_q32/duckdb:vortex-file-compressed	14755568	14028309	1.05
tpcds_q33/duckdb:vortex-file-compressed	24635593	25027230	0.98
tpcds_q34/duckdb:vortex-file-compressed	24371952	23160276	1.05
tpcds_q35/duckdb:vortex-file-compressed	67056637	63525469	1.06
tpcds_q36/duckdb:vortex-file-compressed	24940569	25084932	0.99
tpcds_q37/duckdb:vortex-file-compressed	16406575	15305487	1.07
tpcds_q38/duckdb:vortex-file-compressed	38371075	35239896	1.09
tpcds_q39/duckdb:vortex-file-compressed	34777699	35497692	0.98
tpcds_q40/duckdb:vortex-file-compressed	19835093	19587541	1.01
tpcds_q41/duckdb:vortex-file-compressed	13806088	12805108	1.08
tpcds_q42/duckdb:vortex-file-compressed	13256931	13286893	1.00
tpcds_q43/duckdb:vortex-file-compressed 🚨	25498750	22820787	1.12
tpcds_q44/duckdb:vortex-file-compressed	21462727	20878433	1.03
tpcds_q45/duckdb:vortex-file-compressed	29933154	27537513	1.09
tpcds_q46/duckdb:vortex-file-compressed	51072554	51332938	0.99
tpcds_q47/duckdb:vortex-file-compressed	49303631	47770629	1.03
tpcds_q48/duckdb:vortex-file-compressed	32324954	31895602	1.01
tpcds_q49/duckdb:vortex-file-compressed	33693085	30786907	1.09
tpcds_q50/duckdb:vortex-file-compressed	34472616	34183618	1.01
tpcds_q51/duckdb:vortex-file-compressed	98299210	98456712	1.00
tpcds_q52/duckdb:vortex-file-compressed	12899429	12432433	1.04
tpcds_q53/duckdb:vortex-file-compressed 🚨	24632853	22135521	1.11
tpcds_q54/duckdb:vortex-file-compressed	29554729	28368542	1.04
tpcds_q55/duckdb:vortex-file-compressed	13842598	12986134	1.07
tpcds_q56/duckdb:vortex-file-compressed	24951631	25629958	0.97
tpcds_q57/duckdb:vortex-file-compressed	40059701	38293819	1.05
tpcds_q58/duckdb:vortex-file-compressed	33757992	31339418	1.08
tpcds_q59/duckdb:vortex-file-compressed	69858648	67325517	1.04
tpcds_q60/duckdb:vortex-file-compressed 🚨	27141392	24360384	1.11
tpcds_q61/duckdb:vortex-file-compressed	33017090	34647755	0.95
tpcds_q62/duckdb:vortex-file-compressed	18233962	17395598	1.05
tpcds_q63/duckdb:vortex-file-compressed	21783398	21041087	1.04
tpcds_q64/duckdb:vortex-file-compressed	87942568	80744516	1.09
tpcds_q65/duckdb:vortex-file-compressed	23369949	22881162	1.02
tpcds_q66/duckdb:vortex-file-compressed	30402752	29172258	1.04
tpcds_q67/duckdb:vortex-file-compressed	144378562	140073244	1.03
tpcds_q68/duckdb:vortex-file-compressed	42934870	40404482	1.06
tpcds_q69/duckdb:vortex-file-compressed	42876997	42438907	1.01
tpcds_q70/duckdb:vortex-file-compressed	27370301	26275603	1.04
tpcds_q71/duckdb:vortex-file-compressed	21265079	21205519	1.00
tpcds_q72/duckdb:vortex-file-compressed	176444629	175391924	1.01
tpcds_q73/duckdb:vortex-file-compressed	23456626	23620262	0.99
tpcds_q74/duckdb:vortex-file-compressed	76600456	74340141	1.03
tpcds_q75/duckdb:vortex-file-compressed	59959018	56880209	1.05
tpcds_q76/duckdb:vortex-file-compressed 🚨	21172005	18628739	1.14
tpcds_q77/duckdb:vortex-file-compressed 🚨	27779402	25166728	1.10
tpcds_q78/duckdb:vortex-file-compressed	76444505	72560538	1.05
tpcds_q79/duckdb:vortex-file-compressed	35253646	32238997	1.09
tpcds_q80/duckdb:vortex-file-compressed	50193562	48742457	1.03
tpcds_q81/duckdb:vortex-file-compressed	28480217	29572561	0.96
tpcds_q82/duckdb:vortex-file-compressed	17440643	16365330	1.07
tpcds_q83/duckdb:vortex-file-compressed	25117401	24470249	1.03
tpcds_q84/duckdb:vortex-file-compressed	20311241	20093790	1.01
tpcds_q85/duckdb:vortex-file-compressed	46410508	45484358	1.02
tpcds_q86/duckdb:vortex-file-compressed	18057954	16485410	1.10
tpcds_q87/duckdb:vortex-file-compressed 🚨	42538484	38409157	1.11
tpcds_q88/duckdb:vortex-file-compressed	34169549	33277630	1.03
tpcds_q89/duckdb:vortex-file-compressed	23117779	22431340	1.03
tpcds_q90/duckdb:vortex-file-compressed	12989523	12911807	1.01
tpcds_q91/duckdb:vortex-file-compressed	31029882	30759756	1.01
tpcds_q92/duckdb:vortex-file-compressed 🚨	23968343	21750218	1.10
tpcds_q93/duckdb:vortex-file-compressed	28349120	27791811	1.02
tpcds_q94/duckdb:vortex-file-compressed	24705535	23000651	1.07
tpcds_q95/duckdb:vortex-file-compressed	162967554	148162262	1.10
tpcds_q96/duckdb:vortex-file-compressed	14314460	13432311	1.07
tpcds_q97/duckdb:vortex-file-compressed	40197957	36832446	1.09
tpcds_q98/duckdb:vortex-file-compressed	19812546	18233066	1.09
tpcds_q99/duckdb:vortex-file-compressed	28179335	27899554	1.01

duckdb / vortex-compact (1.034x ➖, 0↑ 4↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact	23644801	23891779	0.99
tpcds_q02/duckdb:vortex-compact	44403912	44897093	0.99
tpcds_q03/duckdb:vortex-compact	58795955	57941949	1.01
tpcds_q04/duckdb:vortex-compact	128251065	123047072	1.04
tpcds_q05/duckdb:vortex-compact 🚨	54348202	48942179	1.11
tpcds_q06/duckdb:vortex-compact	42094367	39679932	1.06
tpcds_q07/duckdb:vortex-compact	35781097	34832413	1.03
tpcds_q08/duckdb:vortex-compact	46772249	45595402	1.03
tpcds_q09/duckdb:vortex-compact	58407580	57689731	1.01
tpcds_q10/duckdb:vortex-compact	65514951	63250815	1.04
tpcds_q11/duckdb:vortex-compact	75830778	74269020	1.02
tpcds_q12/duckdb:vortex-compact	23804286	22534839	1.06
tpcds_q13/duckdb:vortex-compact	61999264	59944539	1.03
tpcds_q14/duckdb:vortex-compact	136721210	137386119	1.00
tpcds_q15/duckdb:vortex-compact	32255642	30668815	1.05
tpcds_q16/duckdb:vortex-compact	32890353	31072445	1.06
tpcds_q17/duckdb:vortex-compact	57256281	54776905	1.05
tpcds_q18/duckdb:vortex-compact	59702141	59448030	1.00
tpcds_q19/duckdb:vortex-compact	52233480	51788286	1.01
tpcds_q20/duckdb:vortex-compact	21815699	20356777	1.07
tpcds_q21/duckdb:vortex-compact	20586497	18787233	1.10
tpcds_q22/duckdb:vortex-compact	80103130	78180511	1.02
tpcds_q23/duckdb:vortex-compact	117749041	118773982	0.99
tpcds_q24/duckdb:vortex-compact	64782175	62258958	1.04
tpcds_q25/duckdb:vortex-compact	82739203	81111703	1.02
tpcds_q26/duckdb:vortex-compact	54957887	52581933	1.05
tpcds_q27/duckdb:vortex-compact	74218840	70724321	1.05
tpcds_q28/duckdb:vortex-compact	85682808	84130043	1.02
tpcds_q29/duckdb:vortex-compact	56898375	55215092	1.03
tpcds_q30/duckdb:vortex-compact	30219787	29345025	1.03
tpcds_q31/duckdb:vortex-compact	46063609	45297612	1.02
tpcds_q32/duckdb:vortex-compact	24406682	23098377	1.06
tpcds_q33/duckdb:vortex-compact	37789795	34875817	1.08
tpcds_q34/duckdb:vortex-compact	39601813	38971582	1.02
tpcds_q35/duckdb:vortex-compact	83016084	81691064	1.02
tpcds_q36/duckdb:vortex-compact	42659351	42496067	1.00
tpcds_q37/duckdb:vortex-compact	24670098	23301008	1.06
tpcds_q38/duckdb:vortex-compact	48179127	45862479	1.05
tpcds_q39/duckdb:vortex-compact	38165975	37153112	1.03
tpcds_q40/duckdb:vortex-compact	26214894	25064471	1.05
tpcds_q41/duckdb:vortex-compact	16321751	15914306	1.03
tpcds_q42/duckdb:vortex-compact	22423583	22149521	1.01
tpcds_q43/duckdb:vortex-compact	35814151	38200597	0.94
tpcds_q44/duckdb:vortex-compact	28993660	30929954	0.94
tpcds_q45/duckdb:vortex-compact	39666495	38149733	1.04
tpcds_q46/duckdb:vortex-compact	73951208	71554612	1.03
tpcds_q47/duckdb:vortex-compact	64492512	62046199	1.04
tpcds_q48/duckdb:vortex-compact	54311162	53331439	1.02
tpcds_q49/duckdb:vortex-compact	54820305	55970354	0.98
tpcds_q50/duckdb:vortex-compact	48162653	47152989	1.02
tpcds_q51/duckdb:vortex-compact	110487239	108731019	1.02
tpcds_q52/duckdb:vortex-compact	23009111	22382921	1.03
tpcds_q53/duckdb:vortex-compact	39757923	39476606	1.01
tpcds_q54/duckdb:vortex-compact	44380982	40835814	1.09
tpcds_q55/duckdb:vortex-compact	23497319	22908950	1.03
tpcds_q56/duckdb:vortex-compact	36066721	35509960	1.02
tpcds_q57/duckdb:vortex-compact	45300687	44043506	1.03
tpcds_q58/duckdb:vortex-compact 🚨	47196223	42021964	1.12
tpcds_q59/duckdb:vortex-compact	89865224	94778152	0.95
tpcds_q60/duckdb:vortex-compact	40624505	38826274	1.05
tpcds_q61/duckdb:vortex-compact	66039344	63637928	1.04
tpcds_q62/duckdb:vortex-compact	27450247	26096926	1.05
tpcds_q63/duckdb:vortex-compact	38808020	37414701	1.04
tpcds_q64/duckdb:vortex-compact	118720460	119173315	1.00
tpcds_q65/duckdb:vortex-compact	34598218	32539792	1.06
tpcds_q66/duckdb:vortex-compact	41943321	38803717	1.08
tpcds_q67/duckdb:vortex-compact	159353817	153262240	1.04
tpcds_q68/duckdb:vortex-compact	65386976	62725277	1.04
tpcds_q69/duckdb:vortex-compact	65810926	64107427	1.03
tpcds_q70/duckdb:vortex-compact	37912668	37843736	1.00
tpcds_q71/duckdb:vortex-compact	36450681	34872478	1.05
tpcds_q72/duckdb:vortex-compact	197163679	195179228	1.01
tpcds_q73/duckdb:vortex-compact	38959314	39082733	1.00
tpcds_q74/duckdb:vortex-compact 🚨	103463444	80124180	1.29
tpcds_q75/duckdb:vortex-compact	72371336	70351884	1.03
tpcds_q76/duckdb:vortex-compact	36224218	35567571	1.02
tpcds_q77/duckdb:vortex-compact	42580956	41836128	1.02
tpcds_q78/duckdb:vortex-compact	90895165	88057776	1.03
tpcds_q79/duckdb:vortex-compact	56393346	55365508	1.02
tpcds_q80/duckdb:vortex-compact	80614734	81776258	0.99
tpcds_q81/duckdb:vortex-compact 🚨	37381114	33214846	1.13
tpcds_q82/duckdb:vortex-compact	26567088	24668564	1.08
tpcds_q83/duckdb:vortex-compact	34220595	31589154	1.08
tpcds_q84/duckdb:vortex-compact	26803369	25467599	1.05
tpcds_q85/duckdb:vortex-compact	58288566	58877079	0.99
tpcds_q86/duckdb:vortex-compact	23675287	24171987	0.98
tpcds_q87/duckdb:vortex-compact	51016552	51881837	0.98
tpcds_q88/duckdb:vortex-compact	42865943	39761547	1.08
tpcds_q89/duckdb:vortex-compact	39098932	38609712	1.01
tpcds_q90/duckdb:vortex-compact	15788866	14770202	1.07
tpcds_q91/duckdb:vortex-compact	53833915	50595214	1.06
tpcds_q92/duckdb:vortex-compact	56058312	55756955	1.01
tpcds_q93/duckdb:vortex-compact	32909181	31328563	1.05
tpcds_q94/duckdb:vortex-compact	33230919	30667642	1.08
tpcds_q95/duckdb:vortex-compact	150964126	149927813	1.01
tpcds_q96/duckdb:vortex-compact	19092398	18690716	1.02
tpcds_q97/duckdb:vortex-compact	48462842	44397806	1.09
tpcds_q98/duckdb:vortex-compact	30321914	29160960	1.04
tpcds_q99/duckdb:vortex-compact	32340879	31365986	1.03

duckdb / parquet (1.025x ➖, 0↑ 4↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	29527410	29072047	1.02
tpcds_q02/duckdb:parquet	22772575	23054500	0.99
tpcds_q03/duckdb:parquet	12424397	11354298	1.09
tpcds_q04/duckdb:parquet	163825464	167800244	0.98
tpcds_q05/duckdb:parquet	29654305	30410257	0.98
tpcds_q06/duckdb:parquet	27839762	26989523	1.03
tpcds_q07/duckdb:parquet	21199856	20840980	1.02
tpcds_q08/duckdb:parquet	26991767	28239973	0.96
tpcds_q09/duckdb:parquet	39322209	39561792	0.99
tpcds_q10/duckdb:parquet	33766965	32585014	1.04
tpcds_q11/duckdb:parquet	89972952	89278851	1.01
tpcds_q12/duckdb:parquet	14485443	14501433	1.00
tpcds_q13/duckdb:parquet	32261440	33010239	0.98
tpcds_q14/duckdb:parquet	102054554	100265371	1.02
tpcds_q15/duckdb:parquet	30238975	29517205	1.02
tpcds_q16/duckdb:parquet	21632951	20684961	1.05
tpcds_q17/duckdb:parquet	37650408	38143955	0.99
tpcds_q18/duckdb:parquet	47273221	46156649	1.02
tpcds_q19/duckdb:parquet	28235294	28113947	1.00
tpcds_q20/duckdb:parquet	15510068	14915668	1.04
tpcds_q21/duckdb:parquet	10374862	10129106	1.02
tpcds_q22/duckdb:parquet	70457296	64770245	1.09
tpcds_q23/duckdb:parquet	82038914	80199919	1.02
tpcds_q24/duckdb:parquet	46989585	44937061	1.05
tpcds_q25/duckdb:parquet	33026088	33535868	0.98
tpcds_q26/duckdb:parquet	35586904	35210403	1.01
tpcds_q27/duckdb:parquet	49820893	49582909	1.00
tpcds_q28/duckdb:parquet	38250366	37992090	1.01
tpcds_q29/duckdb:parquet	36359964	36063388	1.01
tpcds_q30/duckdb:parquet	36222058	34376306	1.05
tpcds_q31/duckdb:parquet	23415634	23221935	1.01
tpcds_q32/duckdb:parquet	11030891	11367273	0.97
tpcds_q33/duckdb:parquet	20829438	20758506	1.00
tpcds_q34/duckdb:parquet	21345173	20127588	1.06
tpcds_q35/duckdb:parquet	57573325	56851759	1.01
tpcds_q36/duckdb:parquet	20098837	20150857	1.00
tpcds_q37/duckdb:parquet	13073519	12028284	1.09
tpcds_q38/duckdb:parquet	32711364	33321888	0.98
tpcds_q39/duckdb:parquet	29761518	30479026	0.98
tpcds_q40/duckdb:parquet	18215030	17364802	1.05
tpcds_q41/duckdb:parquet	7885731	7504181	1.05
tpcds_q42/duckdb:parquet	10098003	9481781	1.06
tpcds_q43/duckdb:parquet	15315215	15152796	1.01
tpcds_q44/duckdb:parquet	23282235	21618332	1.08
tpcds_q45/duckdb:parquet	27107289	26595413	1.02
tpcds_q46/duckdb:parquet	45337017	43611359	1.04
tpcds_q47/duckdb:parquet	45666951	44037590	1.04
tpcds_q48/duckdb:parquet	29632415	29500475	1.00
tpcds_q49/duckdb:parquet	24192643	23618912	1.02
tpcds_q50/duckdb:parquet	23394161	24506234	0.95
tpcds_q51/duckdb:parquet	94879842	94523609	1.00
tpcds_q52/duckdb:parquet	10257930	10095315	1.02
tpcds_q53/duckdb:parquet	15263656	14735692	1.04
tpcds_q54/duckdb:parquet	26552520	25189022	1.05
tpcds_q55/duckdb:parquet	9921691	9752833	1.02
tpcds_q56/duckdb:parquet	21903850	20123802	1.09
tpcds_q57/duckdb:parquet	35043128	33892719	1.03
tpcds_q58/duckdb:parquet	22282910	22401637	0.99
tpcds_q59/duckdb:parquet	35762579	35180831	1.02
tpcds_q60/duckdb:parquet	21710755	20946810	1.04
tpcds_q61/duckdb:parquet	31396420	30293788	1.04
tpcds_q62/duckdb:parquet	12207651	11762164	1.04
tpcds_q63/duckdb:parquet	14629380	13768775	1.06
tpcds_q64/duckdb:parquet	75815022	75212619	1.01
tpcds_q65/duckdb:parquet	21050167	19697968	1.07
tpcds_q66/duckdb:parquet	28029215	29667689	0.94
tpcds_q67/duckdb:parquet	138244846	134069712	1.03
tpcds_q68/duckdb:parquet	36645239	36248856	1.01
tpcds_q69/duckdb:parquet	37722473	35356129	1.07
tpcds_q70/duckdb:parquet	19506802	19992736	0.98
tpcds_q71/duckdb:parquet	19160001	18543875	1.03
tpcds_q72/duckdb:parquet	167298541	160163519	1.04
tpcds_q73/duckdb:parquet	17634900	17426929	1.01
tpcds_q74/duckdb:parquet	127453055	127881233	1.00
tpcds_q75/duckdb:parquet	53945743	54405410	0.99
tpcds_q76/duckdb:parquet	`1983280`	19777408	1.00
tpcds_q77/duckdb:parquet	21725354	21365358	1.02
tpcds_q78/duckdb:parquet	74288037	74740863	0.99
tpcds_q79/duckdb:parquet	27072264	26856947	1.01
tpcds_q80/duckdb:parquet	41104794	40073399	1.03
tpcds_q81/duckdb:parquet	32343048	29746816	1.09
tpcds_q82/duckdb:parquet 🚨	14847179	12867820	1.15
tpcds_q83/duckdb:parquet	16353382	16296363	1.00
tpcds_q84/duckdb:parquet	18815354	19272091	0.98
tpcds_q85/duckdb:parquet	37563175	37354763	1.01
tpcds_q86/duckdb:parquet	11659050	12070881	0.97
tpcds_q87/duckdb:parquet	39100502	38142296	1.03
tpcds_q88/duckdb:parquet	49544987	48257554	1.03
tpcds_q89/duckdb:parquet	17010662	15876505	1.07
tpcds_q90/duckdb:parquet 🚨	8231326	7440114	1.11
tpcds_q91/duckdb:parquet	22530115	22487749	1.00
tpcds_q92/duckdb:parquet	11715340	11040335	1.06
tpcds_q93/duckdb:parquet	30445621	28886529	1.05
tpcds_q94/duckdb:parquet	16781708	15673874	1.07
tpcds_q95/duckdb:parquet 🚨	149539842	130574071	1.15
tpcds_q96/duckdb:parquet	9294084	8618117	1.08
tpcds_q97/duckdb:parquet 🚨	36258790	32917531	1.10
tpcds_q98/duckdb:parquet	17784675	17820555	1.00
tpcds_q99/duckdb:parquet	20338777	19142248	1.06

duckdb / duckdb (1.048x ➖, 1↑ 9↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	20459130	20411181	1.00
tpcds_q02/duckdb:duckdb	19109774	18818898	1.02
tpcds_q03/duckdb:duckdb	9176282	8477734	1.08
tpcds_q04/duckdb:duckdb	174791942	176579986	0.99
tpcds_q05/duckdb:duckdb	19805330	20049487	0.99
tpcds_q06/duckdb:duckdb	24122836	22433397	1.08
tpcds_q07/duckdb:duckdb	39981085	37900138	1.05
tpcds_q08/duckdb:duckdb	121413829	120171808	1.01
tpcds_q09/duckdb:duckdb	20321251	20086063	1.01
tpcds_q10/duckdb:duckdb	25033912	23405459	1.07
tpcds_q11/duckdb:duckdb	87459863	85583678	1.02
tpcds_q12/duckdb:duckdb	11270232	11170515	1.01
tpcds_q13/duckdb:duckdb	25374344	24726811	1.03
tpcds_q14/duckdb:duckdb	93081779	91894050	1.01
tpcds_q15/duckdb:duckdb	26209963	23969617	1.09
tpcds_q16/duckdb:duckdb 🚨	21160200	17478403	1.21
tpcds_q17/duckdb:duckdb	22518683	22117925	1.02
tpcds_q18/duckdb:duckdb	47034351	43357911	1.08
tpcds_q19/duckdb:duckdb	17659009	16135759	1.09
tpcds_q20/duckdb:duckdb	12208682	11990363	1.02
tpcds_q21/duckdb:duckdb	6935960	7047940	0.98
tpcds_q22/duckdb:duckdb	63766724	63837393	1.00
tpcds_q23/duckdb:duckdb	78896553	74868890	1.05
tpcds_q24/duckdb:duckdb	25133679	24316853	1.03
tpcds_q25/duckdb:duckdb	18150445	16542253	1.10
tpcds_q26/duckdb:duckdb 🚨	28022310	23656713	1.18
tpcds_q27/duckdb:duckdb	40789457	38884767	1.05
tpcds_q28/duckdb:duckdb	22041247	22122631	1.00
tpcds_q29/duckdb:duckdb	22358500	20762377	1.08
tpcds_q30/duckdb:duckdb	28473877	29015062	0.98
tpcds_q31/duckdb:duckdb	48583702	47303122	1.03
tpcds_q32/duckdb:duckdb 🚨	8008458	7088467	1.13
tpcds_q33/duckdb:duckdb	13490320	12927731	1.04
tpcds_q34/duckdb:duckdb	15378954	14212618	1.08
tpcds_q35/duckdb:duckdb	33471524	33011966	1.01
tpcds_q36/duckdb:duckdb	73013669	66388721	1.10
tpcds_q37/duckdb:duckdb	7899738	7651595	1.03
tpcds_q38/duckdb:duckdb	31687767	29676908	1.07
tpcds_q39/duckdb:duckdb	25701696	24282443	1.06
tpcds_q40/duckdb:duckdb 🚨	13991689	12426606	1.13
tpcds_q41/duckdb:duckdb	8606429	8111970	1.06
tpcds_q42/duckdb:duckdb	6575152	6292128	1.04
tpcds_q43/duckdb:duckdb	11594541	10893544	1.06
tpcds_q44/duckdb:duckdb	13615667	13492275	1.01
tpcds_q45/duckdb:duckdb	18160075	16636415	1.09
tpcds_q46/duckdb:duckdb	38448408	36055409	1.07
tpcds_q47/duckdb:duckdb	41394191	39773873	1.04
tpcds_q48/duckdb:duckdb	23275473	22910432	1.02
tpcds_q49/duckdb:duckdb 🚨	17876266	15894207	1.12
tpcds_q50/duckdb:duckdb	14726110	13792658	1.07
tpcds_q51/duckdb:duckdb	94351254	93774917	1.01
tpcds_q52/duckdb:duckdb	7624589	7398555	1.03
tpcds_q53/duckdb:duckdb	13833514	13353540	1.04
tpcds_q54/duckdb:duckdb	17610980	16549413	1.06
tpcds_q55/duckdb:duckdb	7525672	7064984	1.07
tpcds_q56/duckdb:duckdb	14143708	13273475	1.07
tpcds_q57/duckdb:duckdb	32752183	32233758	1.02
tpcds_q58/duckdb:duckdb	13179105	12131838	1.09
tpcds_q59/duckdb:duckdb	35787742	34473107	1.04
tpcds_q60/duckdb:duckdb	15789404	14791024	1.07
tpcds_q61/duckdb:duckdb	14964503	14267597	1.05
tpcds_q62/duckdb:duckdb 🚨	10211271	9253812	1.10
tpcds_q63/duckdb:duckdb	13082260	12089117	1.08
tpcds_q64/duckdb:duckdb	55989916	53708709	1.04
tpcds_q65/duckdb:duckdb	34554250	33019614	1.05
tpcds_q66/duckdb:duckdb	27343295	25618424	1.07
tpcds_q67/duckdb:duckdb	135897405	128072893	1.06
tpcds_q68/duckdb:duckdb	25789510	25346292	1.02
tpcds_q69/duckdb:duckdb	25487868	25498630	1.00
tpcds_q70/duckdb:duckdb	15407527	15137241	1.02
tpcds_q71/duckdb:duckdb 🚨	13032102	11828994	1.10
tpcds_q72/duckdb:duckdb	44130910	42452744	1.04
tpcds_q73/duckdb:duckdb	11180343	10786679	1.04
tpcds_q74/duckdb:duckdb	144952068	144681011	1.00
tpcds_q75/duckdb:duckdb	41517999	42222661	0.98
tpcds_q76/duckdb:duckdb	12661381	12486069	1.01
tpcds_q77/duckdb:duckdb	12887297	12564356	1.03
tpcds_q78/duckdb:duckdb	65346635	61701146	1.06
tpcds_q79/duckdb:duckdb	19383355	18104172	1.07
tpcds_q80/duckdb:duckdb	28147572	27411538	1.03
tpcds_q81/duckdb:duckdb	39344229	35880485	1.10
tpcds_q82/duckdb:duckdb	8776972	8292807	1.06
tpcds_q83/duckdb:duckdb	9745605	9405243	1.04
tpcds_q84/duckdb:duckdb	14905169	13575297	1.10
tpcds_q85/duckdb:duckdb	25877217	25798966	1.00
tpcds_q86/duckdb:duckdb	11091795	10505508	1.06
tpcds_q87/duckdb:duckdb 🚨	36207440	32303984	1.12
tpcds_q88/duckdb:duckdb	26688591	25923850	1.03
tpcds_q89/duckdb:duckdb	15340320	14655436	1.05
tpcds_q90/duckdb:duckdb	5951118	5636807	1.06
tpcds_q91/duckdb:duckdb	13566571	12459408	1.09
tpcds_q92/duckdb:duckdb	8635295	8536959	1.01
tpcds_q93/duckdb:duckdb	22384398	21158911	1.06
tpcds_q94/duckdb:duckdb 🚨	13847440	12400055	1.12
tpcds_q95/duckdb:duckdb 🚀	112297924	125770902	0.89
tpcds_q96/duckdb:duckdb	4845060	4679507	1.04
tpcds_q97/duckdb:duckdb	31021096	29295195	1.06
tpcds_q98/duckdb:duckdb	14269678	13982811	1.02
tpcds_q99/duckdb:duckdb	17036345	16597892	1.03

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+13.0%	+5.3%	+7.4%	+21.8%	➖ noise
1	datafusion:vortex-file-compressed	+7.6%	+5.3%	+2.2%	+21.0%	➖ noise
1	duckdb:duckdb	+0.2%	+5.3%	-4.8%	+26.5%	➖ noise
1	duckdb:vortex-compact	-1.0%	+5.3%	-6.0%	+23.7%	➖ noise
1	duckdb:vortex-file-compressed	+10.0%	+5.3%	+4.5%	+30.9%	➖ noise
2	datafusion:vortex-compact	+7.9%	+1.5%	+6.4%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+6.0%	+1.5%	+4.5%	+10.0%	➖ noise
2	duckdb:duckdb	+1.5%	+1.5%	+0.1%	+11.4%	➖ noise
2	duckdb:vortex-compact	-1.1%	+1.5%	-2.5%	+24.6%	➖ noise
2	duckdb:vortex-file-compressed	+1.2%	+1.5%	-0.3%	+25.7%	➖ noise
3	datafusion:vortex-compact	+4.7%	+6.1%	-1.4%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-0.2%	+6.1%	-6.0%	+17.9%	➖ noise
3	duckdb:duckdb	+8.2%	+6.1%	+2.0%	+15.9%	➖ noise
3	duckdb:vortex-compact	+1.5%	+6.1%	-4.4%	+11.1%	➖ noise
3	duckdb:vortex-file-compressed	+4.9%	+6.1%	-1.2%	+12.0%	➖ noise
4	datafusion:vortex-compact	+3.5%	+0.0%	+3.4%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+4.9%	+0.0%	+4.9%	+10.0%	➖ noise
4	duckdb:duckdb	-1.0%	+0.0%	-1.0%	+10.0%	➖ noise
4	duckdb:vortex-compact	+4.2%	+0.0%	+4.2%	+11.4%	➖ noise
4	duckdb:vortex-file-compressed	+2.4%	+0.0%	+2.4%	+10.0%	➖ noise
5	datafusion:vortex-compact	+10.7%	+2.5%	+8.0%	+14.0%	➖ noise
5	datafusion:vortex-file-compressed	-0.4%	+2.5%	-2.9%	+10.4%	➖ noise
5	duckdb:duckdb	-1.2%	+2.5%	-3.7%	+10.6%	➖ noise
5	duckdb:vortex-compact	+11.0%	+2.5%	+8.3%	+11.1%	➖ noise
5	duckdb:vortex-file-compressed	+8.0%	+2.5%	+5.3%	+16.5%	➖ noise
6	datafusion:vortex-compact	+1.4%	+1.8%	-0.3%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+4.0%	+1.8%	+2.1%	+10.0%	➖ noise
6	duckdb:duckdb	+7.5%	+1.8%	+5.7%	+12.0%	➖ noise
6	duckdb:vortex-compact	+6.1%	+1.8%	+4.2%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+7.2%	+1.8%	+5.4%	+10.0%	➖ noise
7	datafusion:vortex-compact	-1.0%	+4.9%	-5.6%	+15.4%	➖ noise
7	datafusion:vortex-file-compressed	+8.3%	+4.9%	+3.2%	+17.5%	➖ noise
7	duckdb:duckdb	+5.5%	+4.9%	+0.6%	+17.4%	➖ noise
7	duckdb:vortex-compact	+2.7%	+4.9%	-2.0%	+12.8%	➖ noise
7	duckdb:vortex-file-compressed	+19.5%	+4.9%	+14.0%	+32.4%	➖ noise
8	datafusion:vortex-compact	+2.9%	-2.2%	+5.2%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-0.6%	-2.2%	+1.7%	+14.6%	➖ noise
8	duckdb:duckdb	+1.0%	-2.2%	+3.3%	+10.0%	➖ noise
8	duckdb:vortex-compact	+2.6%	-2.2%	+4.9%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+6.5%	-2.2%	+8.9%	+10.0%	➖ noise
9	datafusion:vortex-compact	+3.9%	+5.2%	-1.3%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-0.5%	+5.2%	-5.4%	+10.0%	➖ noise
9	duckdb:duckdb	+1.2%	+5.2%	-3.8%	+10.0%	➖ noise
9	duckdb:vortex-compact	+1.2%	+5.2%	-3.8%	+10.6%	➖ noise
9	duckdb:vortex-file-compressed	-6.5%	+5.2%	-11.2%	+11.5%	✅ faster
10	datafusion:vortex-compact	+6.2%	+7.7%	-1.5%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+7.2%	+7.7%	-0.5%	+10.0%	➖ noise
10	duckdb:duckdb	+7.0%	+7.7%	-0.7%	+10.3%	➖ noise
10	duckdb:vortex-compact	+3.6%	+7.7%	-3.9%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+5.2%	+7.7%	-2.4%	+10.8%	➖ noise
11	datafusion:vortex-compact	+0.8%	+7.0%	-5.9%	+10.9%	➖ noise
11	datafusion:vortex-file-compressed	+0.8%	+7.0%	-5.8%	+12.3%	➖ noise
11	duckdb:duckdb	+2.2%	+7.0%	-4.5%	+10.0%	➖ noise
11	duckdb:vortex-compact	+2.1%	+7.0%	-4.6%	+10.8%	➖ noise
11	duckdb:vortex-file-compressed	+8.8%	+7.0%	+1.6%	+16.1%	➖ noise
12	datafusion:vortex-compact	+4.4%	+2.7%	+1.6%	+14.3%	➖ noise
12	datafusion:vortex-file-compressed	+5.0%	+2.7%	+2.2%	+10.8%	➖ noise
12	duckdb:duckdb	+0.9%	+2.7%	-1.8%	+10.3%	➖ noise
12	duckdb:vortex-compact	+5.6%	+2.7%	+2.8%	+10.4%	➖ noise
12	duckdb:vortex-file-compressed	+6.0%	+2.7%	+3.2%	+10.0%	➖ noise
13	datafusion:vortex-compact	+0.9%	+2.6%	-1.6%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+2.1%	+2.6%	-0.4%	+10.0%	➖ noise
13	duckdb:duckdb	+2.6%	+2.6%	+0.1%	+10.0%	➖ noise
13	duckdb:vortex-compact	+3.4%	+2.6%	+0.8%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+0.6%	+2.6%	-1.9%	+10.0%	➖ noise
14	datafusion:vortex-compact	+0.9%	+1.6%	-0.8%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+6.2%	+1.6%	+4.4%	+12.1%	➖ noise
14	duckdb:duckdb	+1.3%	+1.6%	-0.4%	+10.0%	➖ noise
14	duckdb:vortex-compact	-0.5%	+1.6%	-2.1%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+4.5%	+1.6%	+2.8%	+10.0%	➖ noise
15	datafusion:vortex-compact	+4.5%	+3.0%	+1.4%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+5.3%	+3.0%	+2.3%	+10.0%	➖ noise
15	duckdb:duckdb	+9.3%	+3.0%	+6.2%	+17.4%	➖ noise
15	duckdb:vortex-compact	+5.2%	+3.0%	+2.1%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+4.9%	+3.0%	+1.9%	+10.0%	➖ noise
16	datafusion:vortex-compact	+4.6%	+1.2%	+3.3%	+12.7%	➖ noise
16	datafusion:vortex-file-compressed	+6.5%	+1.2%	+5.2%	+12.3%	➖ noise
16	duckdb:duckdb	+21.1%	+1.2%	+19.6%	+22.4%	➖ noise
16	duckdb:vortex-compact	+5.9%	+1.2%	+4.5%	+13.8%	➖ noise
16	duckdb:vortex-file-compressed	-1.1%	+1.2%	-2.4%	+14.6%	➖ noise
17	datafusion:vortex-compact	+4.8%	-1.8%	+6.7%	+11.2%	➖ noise
17	datafusion:vortex-file-compressed	+8.7%	-1.8%	+10.7%	+15.4%	➖ noise
17	duckdb:duckdb	+1.8%	-1.8%	+3.7%	+10.0%	➖ noise
17	duckdb:vortex-compact	+4.5%	-1.8%	+6.5%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	+5.1%	-1.8%	+7.1%	+10.0%	➖ noise
18	datafusion:vortex-compact	+4.5%	+3.2%	+1.3%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+1.6%	+3.2%	-1.5%	+10.0%	➖ noise
18	duckdb:duckdb	+8.5%	+3.2%	+5.2%	+10.0%	➖ noise
18	duckdb:vortex-compact	+0.4%	+3.2%	-2.6%	+10.8%	➖ noise
18	duckdb:vortex-file-compressed	-1.2%	+3.2%	-4.2%	+10.0%	➖ noise
19	datafusion:vortex-compact	+1.1%	+4.4%	-3.1%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+6.9%	+4.4%	+2.4%	+10.0%	➖ noise
19	duckdb:duckdb	+9.4%	+4.4%	+4.9%	+10.3%	➖ noise
19	duckdb:vortex-compact	+0.9%	+4.4%	-3.4%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	+3.6%	+4.4%	-0.8%	+11.1%	➖ noise
20	datafusion:vortex-compact	+1.8%	+7.1%	-4.9%	+15.0%	➖ noise
20	datafusion:vortex-file-compressed	+10.4%	+7.1%	+3.1%	+15.4%	➖ noise
20	duckdb:duckdb	+1.8%	+7.1%	-5.0%	+16.3%	➖ noise
20	duckdb:vortex-compact	+7.2%	+7.1%	+0.0%	+18.3%	➖ noise
20	duckdb:vortex-file-compressed	+6.9%	+7.1%	-0.3%	+14.1%	➖ noise
21	datafusion:vortex-compact	+2.0%	+4.5%	-2.3%	+11.5%	➖ noise
21	datafusion:vortex-file-compressed	+13.6%	+4.5%	+8.8%	+15.2%	➖ noise
21	duckdb:duckdb	-1.6%	+4.5%	-5.8%	+20.6%	➖ noise
21	duckdb:vortex-compact	+9.6%	+4.5%	+4.9%	+20.3%	➖ noise
21	duckdb:vortex-file-compressed	+6.3%	+4.5%	+1.7%	+21.0%	➖ noise
22	datafusion:vortex-compact	+18.0%	+15.0%	+2.7%	+24.6%	➖ noise
22	datafusion:vortex-file-compressed	-14.6%	+15.0%	-25.7%	+25.9%	✅ faster
22	duckdb:duckdb	-0.1%	+15.0%	-13.1%	+13.4%	✅ faster
22	duckdb:vortex-compact	+2.5%	+15.0%	-10.9%	+12.2%	➖ noise
22	duckdb:vortex-file-compressed	-2.8%	+15.0%	-15.5%	+14.5%	✅ faster
23	datafusion:vortex-compact	+6.3%	+4.0%	+2.2%	+10.0%	➖ noise
23	datafusion:vortex-file-compressed	+4.4%	+4.0%	+0.4%	+10.0%	➖ noise
23	duckdb:duckdb	+5.4%	+4.0%	+1.3%	+13.2%	➖ noise
23	duckdb:vortex-compact	-0.9%	+4.0%	-4.7%	+15.3%	➖ noise
23	duckdb:vortex-file-compressed	+2.5%	+4.0%	-1.5%	+13.8%	➖ noise
24	datafusion:vortex-compact	+6.4%	+6.2%	+0.1%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	+14.5%	+6.2%	+7.8%	+10.0%	➖ noise
24	duckdb:duckdb	+3.4%	+6.2%	-2.7%	+10.0%	➖ noise
24	duckdb:vortex-compact	+4.1%	+6.2%	-2.1%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	+0.7%	+6.2%	-5.2%	+10.0%	➖ noise
25	datafusion:vortex-compact	+3.9%	+0.4%	+3.5%	+10.0%	➖ noise
25	datafusion:vortex-file-compressed	+7.9%	+0.4%	+7.5%	+10.0%	➖ noise
25	duckdb:duckdb	+9.7%	+0.4%	+9.3%	+18.1%	➖ noise
25	duckdb:vortex-compact	+2.0%	+0.4%	+1.6%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	-0.4%	+0.4%	-0.8%	+10.0%	➖ noise
26	datafusion:vortex-compact	+3.7%	+2.8%	+0.9%	+10.0%	➖ noise
26	datafusion:vortex-file-compressed	+0.7%	+2.8%	-2.0%	+15.6%	➖ noise
26	duckdb:duckdb	+18.5%	+2.8%	+15.2%	+21.3%	➖ noise
26	duckdb:vortex-compact	+4.5%	+2.8%	+1.6%	+11.2%	➖ noise
26	duckdb:vortex-file-compressed	+4.7%	+2.8%	+1.8%	+10.6%	➖ noise
27	datafusion:vortex-compact	+2.5%	+1.9%	+0.6%	+10.9%	➖ noise
27	datafusion:vortex-file-compressed	+5.0%	+1.9%	+3.1%	+14.7%	➖ noise
27	duckdb:duckdb	+4.9%	+1.9%	+2.9%	+16.4%	➖ noise
27	duckdb:vortex-compact	+4.9%	+1.9%	+3.0%	+12.1%	➖ noise
27	duckdb:vortex-file-compressed	+1.8%	+1.9%	-0.1%	+14.6%	➖ noise
28	datafusion:vortex-compact	+2.3%	+4.3%	-1.9%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	-2.8%	+4.3%	-6.8%	+10.0%	➖ noise
28	duckdb:duckdb	-0.4%	+4.3%	-4.5%	+10.0%	➖ noise
28	duckdb:vortex-compact	+1.8%	+4.3%	-2.4%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+1.5%	+4.3%	-2.7%	+10.0%	➖ noise
29	datafusion:vortex-compact	+6.8%	+1.8%	+4.9%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	+1.6%	+1.8%	-0.2%	+12.5%	➖ noise
29	duckdb:duckdb	+7.7%	+1.8%	+5.8%	+10.0%	➖ noise
29	duckdb:vortex-compact	+3.0%	+1.8%	+1.2%	+10.7%	➖ noise
29	duckdb:vortex-file-compressed	-1.5%	+1.8%	-3.2%	+12.9%	➖ noise
30	datafusion:vortex-compact	-3.3%	+5.6%	-8.4%	+18.2%	➖ noise
30	datafusion:vortex-file-compressed	+8.4%	+5.6%	+2.6%	+10.0%	➖ noise
30	duckdb:duckdb	-1.9%	+5.6%	-7.1%	+10.0%	➖ noise
30	duckdb:vortex-compact	+3.0%	+5.6%	-2.5%	+10.9%	➖ noise
30	duckdb:vortex-file-compressed	+2.7%	+5.6%	-2.7%	+11.0%	➖ noise
31	datafusion:vortex-compact	+4.7%	+2.3%	+2.4%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+8.2%	+2.3%	+5.7%	+10.0%	➖ noise
31	duckdb:duckdb	+2.7%	+2.3%	+0.4%	+15.5%	➖ noise
31	duckdb:vortex-compact	+1.7%	+2.3%	-0.6%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	+0.3%	+2.3%	-2.0%	+10.0%	➖ noise
32	datafusion:vortex-compact	+8.7%	+2.2%	+6.4%	+12.0%	➖ noise
32	datafusion:vortex-file-compressed	+5.6%	+2.2%	+3.4%	+10.0%	➖ noise
32	duckdb:duckdb	+13.0%	+2.2%	+10.6%	+15.5%	➖ noise
32	duckdb:vortex-compact	+5.7%	+2.2%	+3.4%	+10.5%	➖ noise
32	duckdb:vortex-file-compressed	+5.2%	+2.2%	+3.0%	+10.0%	➖ noise
33	datafusion:vortex-compact	+2.8%	+3.6%	-0.8%	+10.3%	➖ noise
33	datafusion:vortex-file-compressed	+3.4%	+3.6%	-0.2%	+10.0%	➖ noise
33	duckdb:duckdb	+4.4%	+3.6%	+0.8%	+10.9%	➖ noise
33	duckdb:vortex-compact	+8.4%	+3.6%	+4.6%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	-1.6%	+3.6%	-5.0%	+11.6%	➖ noise
34	datafusion:vortex-compact	+2.1%	+3.8%	-1.6%	+20.7%	➖ noise
34	datafusion:vortex-file-compressed	+6.3%	+3.8%	+2.4%	+13.4%	➖ noise
34	duckdb:duckdb	+8.2%	+3.8%	+4.2%	+11.6%	➖ noise
34	duckdb:vortex-compact	+1.6%	+3.8%	-2.1%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	+5.2%	+3.8%	+1.4%	+11.7%	➖ noise
35	datafusion:vortex-compact	+6.5%	+2.3%	+4.1%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	+7.8%	+2.3%	+5.4%	+10.0%	➖ noise
35	duckdb:duckdb	+1.4%	+2.3%	-0.9%	+15.3%	➖ noise
35	duckdb:vortex-compact	+1.6%	+2.3%	-0.7%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	+5.6%	+2.3%	+3.2%	+10.0%	➖ noise
36	datafusion:vortex-compact	+7.9%	+2.5%	+5.3%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	+6.7%	+2.5%	+4.1%	+10.0%	➖ noise
36	duckdb:duckdb	+10.0%	+2.5%	+7.3%	+10.0%	➖ noise
36	duckdb:vortex-compact	+0.4%	+2.5%	-2.0%	+10.0%	➖ noise
36	duckdb:vortex-file-compressed	-0.6%	+2.5%	-3.0%	+10.0%	➖ noise
37	datafusion:vortex-compact	+4.4%	+9.7%	-4.8%	+10.0%	➖ noise
37	datafusion:vortex-file-compressed	+6.9%	+9.7%	-2.6%	+10.6%	➖ noise
37	duckdb:duckdb	+3.2%	+9.7%	-5.9%	+12.5%	➖ noise
37	duckdb:vortex-compact	+5.9%	+9.7%	-3.5%	+10.0%	➖ noise
37	duckdb:vortex-file-compressed	+7.2%	+9.7%	-2.3%	+10.0%	➖ noise
38	datafusion:vortex-compact	+8.3%	-1.6%	+10.1%	+10.0%	🚨 regression
38	datafusion:vortex-file-compressed	+8.9%	-1.6%	+10.7%	+10.0%	🚨 regression
38	duckdb:duckdb	+6.8%	-1.6%	+8.5%	+10.9%	➖ noise
38	duckdb:vortex-compact	+5.1%	-1.6%	+6.8%	+10.6%	➖ noise
38	duckdb:vortex-file-compressed	+8.9%	-1.6%	+10.7%	+15.2%	➖ noise
39	datafusion:vortex-compact	+4.3%	+1.7%	+2.5%	+13.0%	➖ noise
39	datafusion:vortex-file-compressed	+9.1%	+1.7%	+7.3%	+12.5%	➖ noise
39	duckdb:duckdb	+5.8%	+1.7%	+4.1%	+14.5%	➖ noise
39	duckdb:vortex-compact	+2.7%	+1.7%	+1.0%	+13.6%	➖ noise
39	duckdb:vortex-file-compressed	-2.0%	+1.7%	-3.7%	+13.6%	➖ noise
40	datafusion:vortex-compact	+7.3%	+2.3%	+4.9%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	+4.6%	+2.3%	+2.3%	+10.0%	➖ noise
40	duckdb:duckdb	+12.6%	+2.3%	+10.1%	+13.6%	➖ noise
40	duckdb:vortex-compact	+4.6%	+2.3%	+2.2%	+10.0%	➖ noise
40	duckdb:vortex-file-compressed	+1.3%	+2.3%	-1.0%	+11.5%	➖ noise
41	datafusion:vortex-compact	+7.6%	+6.7%	+0.9%	+17.5%	➖ noise
41	datafusion:vortex-file-compressed	+10.6%	+6.7%	+3.6%	+11.2%	➖ noise
41	duckdb:duckdb	+6.1%	+6.7%	-0.6%	+10.0%	➖ noise
41	duckdb:vortex-compact	+2.6%	+6.7%	-3.9%	+10.2%	➖ noise
41	duckdb:vortex-file-compressed	+7.8%	+6.7%	+1.0%	+10.0%	➖ noise
42	datafusion:vortex-compact	+4.7%	+1.5%	+3.1%	+10.0%	➖ noise
42	datafusion:vortex-file-compressed	+6.3%	+1.5%	+4.7%	+11.7%	➖ noise
42	duckdb:duckdb	+4.5%	+1.5%	+2.9%	+15.5%	➖ noise
42	duckdb:vortex-compact	+1.2%	+1.5%	-0.3%	+12.5%	➖ noise
42	duckdb:vortex-file-compressed	-0.2%	+1.5%	-1.7%	+19.7%	➖ noise
43	datafusion:vortex-compact	+6.8%	+1.7%	+5.0%	+10.0%	➖ noise
43	datafusion:vortex-file-compressed	+1.3%	+1.7%	-0.4%	+10.0%	➖ noise
43	duckdb:duckdb	+6.4%	+1.7%	+4.6%	+10.3%	➖ noise
43	duckdb:vortex-compact	-6.2%	+1.7%	-7.8%	+11.2%	➖ noise
43	duckdb:vortex-file-compressed	+11.7%	+1.7%	+9.8%	+11.1%	➖ noise
44	datafusion:vortex-compact	+2.9%	+5.1%	-2.1%	+10.7%	➖ noise
44	datafusion:vortex-file-compressed	+1.9%	+5.1%	-3.0%	+14.1%	➖ noise
44	duckdb:duckdb	+0.9%	+5.1%	-4.0%	+18.0%	➖ noise
44	duckdb:vortex-compact	-6.3%	+5.1%	-10.8%	+12.4%	➖ noise
44	duckdb:vortex-file-compressed	+2.8%	+5.1%	-2.2%	+12.3%	➖ noise
45	datafusion:vortex-compact	+7.5%	+3.4%	+4.0%	+10.0%	➖ noise
45	datafusion:vortex-file-compressed	+4.2%	+3.4%	+0.8%	+10.0%	➖ noise
45	duckdb:duckdb	+9.2%	+3.4%	+5.6%	+10.0%	➖ noise
45	duckdb:vortex-compact	+4.0%	+3.4%	+0.6%	+10.0%	➖ noise
45	duckdb:vortex-file-compressed	+8.7%	+3.4%	+5.2%	+10.0%	➖ noise
46	datafusion:vortex-compact	+4.1%	+3.7%	+0.4%	+10.0%	➖ noise
46	datafusion:vortex-file-compressed	+7.3%	+3.7%	+3.5%	+14.6%	➖ noise
46	duckdb:duckdb	+6.6%	+3.7%	+2.8%	+10.0%	➖ noise
46	duckdb:vortex-compact	+3.3%	+3.7%	-0.3%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	-0.5%	+3.7%	-4.0%	+10.0%	➖ noise
47	datafusion:vortex-compact	+3.4%	+4.0%	-0.6%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	+5.3%	+4.0%	+1.2%	+10.0%	➖ noise
47	duckdb:duckdb	+4.1%	+4.0%	+0.0%	+10.0%	➖ noise
47	duckdb:vortex-compact	+3.9%	+4.0%	-0.1%	+10.0%	➖ noise
47	duckdb:vortex-file-compressed	+3.2%	+4.0%	-0.8%	+11.2%	➖ noise
48	datafusion:vortex-compact	+7.2%	+3.3%	+3.7%	+10.0%	➖ noise
48	datafusion:vortex-file-compressed	+4.8%	+3.3%	+1.4%	+10.4%	➖ noise
48	duckdb:duckdb	+1.6%	+3.3%	-1.7%	+14.1%	➖ noise
48	duckdb:vortex-compact	+1.8%	+3.3%	-1.4%	+12.1%	➖ noise
48	duckdb:vortex-file-compressed	+1.3%	+3.3%	-1.9%	+10.0%	➖ noise
49	datafusion:vortex-compact	+4.0%	+2.7%	+1.3%	+10.0%	➖ noise
49	datafusion:vortex-file-compressed	+4.2%	+2.7%	+1.5%	+10.9%	➖ noise
49	duckdb:duckdb	+12.5%	+2.7%	+9.5%	+16.5%	➖ noise
49	duckdb:vortex-compact	-2.1%	+2.7%	-4.6%	+10.0%	➖ noise
49	duckdb:vortex-file-compressed	+9.4%	+2.7%	+6.6%	+15.3%	➖ noise
50	datafusion:vortex-compact	+6.7%	+0.2%	+6.5%	+10.0%	➖ noise
50	datafusion:vortex-file-compressed	+2.6%	+0.2%	+2.4%	+10.0%	➖ noise
50	duckdb:duckdb	+6.8%	+0.2%	+6.5%	+10.0%	➖ noise
50	duckdb:vortex-compact	+2.1%	+0.2%	+1.9%	+10.0%	➖ noise
50	duckdb:vortex-file-compressed	+0.8%	+0.2%	+0.6%	+17.2%	➖ noise
51	datafusion:vortex-compact	+2.3%	-1.3%	+3.6%	+10.0%	➖ noise
51	datafusion:vortex-file-compressed	+2.6%	-1.3%	+3.9%	+12.5%	➖ noise
51	duckdb:duckdb	+0.6%	-1.3%	+1.9%	+20.1%	➖ noise
51	duckdb:vortex-compact	+1.6%	-1.3%	+2.9%	+13.7%	➖ noise
51	duckdb:vortex-file-compressed	-0.2%	-1.3%	+1.1%	+21.3%	➖ noise
52	datafusion:vortex-compact	+4.0%	+1.8%	+2.2%	+10.0%	➖ noise
52	datafusion:vortex-file-compressed	+0.2%	+1.8%	-1.6%	+10.0%	➖ noise
52	duckdb:duckdb	+3.1%	+1.8%	+1.2%	+12.9%	➖ noise
52	duckdb:vortex-compact	+2.8%	+1.8%	+1.0%	+11.0%	➖ noise
52	duckdb:vortex-file-compressed	+3.8%	+1.8%	+1.9%	+10.9%	➖ noise
53	datafusion:vortex-compact	+2.1%	+4.0%	-1.8%	+10.0%	➖ noise
53	datafusion:vortex-file-compressed	+4.0%	+4.0%	+0.0%	+21.1%	➖ noise
53	duckdb:duckdb	+3.6%	+4.0%	-0.4%	+11.3%	➖ noise
53	duckdb:vortex-compact	+0.7%	+4.0%	-3.2%	+10.0%	➖ noise
53	duckdb:vortex-file-compressed	+11.3%	+4.0%	+7.0%	+16.6%	➖ noise
54	datafusion:vortex-compact	+6.0%	+5.1%	+0.8%	+10.0%	➖ noise
54	datafusion:vortex-file-compressed	+1.9%	+5.1%	-3.0%	+10.0%	➖ noise
54	duckdb:duckdb	+6.4%	+5.1%	+1.2%	+10.0%	➖ noise
54	duckdb:vortex-compact	+8.7%	+5.1%	+3.4%	+13.3%	➖ noise
54	duckdb:vortex-file-compressed	+4.2%	+5.1%	-0.9%	+10.0%	➖ noise
55	datafusion:vortex-compact	+4.8%	+3.0%	+1.7%	+10.0%	➖ noise
55	datafusion:vortex-file-compressed	+6.6%	+3.0%	+3.4%	+10.0%	➖ noise
55	duckdb:duckdb	+6.5%	+3.0%	+3.4%	+16.9%	➖ noise
55	duckdb:vortex-compact	+2.6%	+3.0%	-0.5%	+10.0%	➖ noise
55	duckdb:vortex-file-compressed	+6.6%	+3.0%	+3.5%	+10.0%	➖ noise
56	datafusion:vortex-compact	+3.7%	+10.4%	-6.1%	+10.0%	➖ noise
56	datafusion:vortex-file-compressed	+1.1%	+10.4%	-8.4%	+10.0%	➖ noise
56	duckdb:duckdb	+6.6%	+10.4%	-3.5%	+10.0%	➖ noise
56	duckdb:vortex-compact	+1.6%	+10.4%	-8.0%	+10.2%	➖ noise
56	duckdb:vortex-file-compressed	-2.6%	+10.4%	-11.8%	+10.0%	✅ faster
57	datafusion:vortex-compact	+3.0%	+1.2%	+1.8%	+10.0%	➖ noise
57	datafusion:vortex-file-compressed	+0.0%	+1.2%	-1.1%	+10.0%	➖ noise
57	duckdb:duckdb	+1.6%	+1.2%	+0.4%	+14.8%	➖ noise
57	duckdb:vortex-compact	+2.9%	+1.2%	+1.7%	+11.7%	➖ noise
57	duckdb:vortex-file-compressed	+4.6%	+1.2%	+3.4%	+12.0%	➖ noise
58	datafusion:vortex-compact	+2.5%	+0.6%	+1.9%	+10.0%	➖ noise
58	datafusion:vortex-file-compressed	+5.0%	+0.6%	+4.4%	+10.0%	➖ noise
58	duckdb:duckdb	+8.6%	+0.6%	+8.0%	+11.5%	➖ noise
58	duckdb:vortex-compact	+12.3%	+0.6%	+11.7%	+16.9%	➖ noise
58	duckdb:vortex-file-compressed	+7.7%	+0.6%	+7.1%	+11.7%	➖ noise
59	datafusion:vortex-compact	+1.9%	+2.5%	-0.6%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	+1.4%	+2.5%	-1.0%	+10.0%	➖ noise
59	duckdb:duckdb	+3.8%	+2.5%	+1.3%	+10.0%	➖ noise
59	duckdb:vortex-compact	-5.2%	+2.5%	-7.5%	+11.4%	➖ noise
59	duckdb:vortex-file-compressed	+3.8%	+2.5%	+1.2%	+10.0%	➖ noise
60	datafusion:vortex-compact	-0.2%	+3.6%	-3.6%	+10.0%	➖ noise
60	datafusion:vortex-file-compressed	+5.8%	+3.6%	+2.2%	+14.0%	➖ noise
60	duckdb:duckdb	+6.7%	+3.6%	+3.0%	+10.5%	➖ noise
60	duckdb:vortex-compact	+4.6%	+3.6%	+1.0%	+10.0%	➖ noise
60	duckdb:vortex-file-compressed	+11.4%	+3.6%	+7.6%	+16.7%	➖ noise
61	datafusion:vortex-compact	+2.6%	+1.8%	+0.7%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	+1.6%	+1.8%	-0.2%	+12.3%	➖ noise
61	duckdb:duckdb	+4.9%	+1.8%	+3.0%	+10.0%	➖ noise
61	duckdb:vortex-compact	+3.8%	+1.8%	+1.9%	+13.1%	➖ noise
61	duckdb:vortex-file-compressed	-4.7%	+1.8%	-6.4%	+10.0%	➖ noise
62	datafusion:vortex-compact	+4.4%	+16.1%	-10.0%	+24.6%	➖ noise
62	datafusion:vortex-file-compressed	-16.0%	+16.1%	-27.6%	+23.9%	✅ faster
62	duckdb:duckdb	+10.3%	+16.1%	-4.9%	+19.7%	➖ noise
62	duckdb:vortex-compact	+5.2%	+16.1%	-9.4%	+19.7%	➖ noise
62	duckdb:vortex-file-compressed	+4.8%	+16.1%	-9.7%	+12.4%	➖ noise
63	datafusion:vortex-compact	+6.3%	+5.1%	+1.1%	+10.0%	➖ noise
63	datafusion:vortex-file-compressed	+5.8%	+5.1%	+0.7%	+10.0%	➖ noise
63	duckdb:duckdb	+8.2%	+5.1%	+3.0%	+10.0%	➖ noise
63	duckdb:vortex-compact	+3.7%	+5.1%	-1.3%	+10.0%	➖ noise
63	duckdb:vortex-file-compressed	+3.5%	+5.1%	-1.5%	+10.0%	➖ noise
64	datafusion:vortex-compact	+4.3%	+2.4%	+1.8%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	+0.9%	+2.4%	-1.5%	+10.0%	➖ noise
64	duckdb:duckdb	+4.2%	+2.4%	+1.8%	+12.0%	➖ noise
64	duckdb:vortex-compact	-0.4%	+2.4%	-2.7%	+10.0%	➖ noise
64	duckdb:vortex-file-compressed	+8.9%	+2.4%	+6.3%	+10.0%	➖ noise
65	datafusion:vortex-compact	+2.0%	+5.2%	-3.1%	+13.8%	➖ noise
65	datafusion:vortex-file-compressed	+5.9%	+5.2%	+0.7%	+10.0%	➖ noise
65	duckdb:duckdb	+4.6%	+5.2%	-0.5%	+10.0%	➖ noise
65	duckdb:vortex-compact	+6.3%	+5.2%	+1.1%	+10.0%	➖ noise
65	duckdb:vortex-file-compressed	+2.1%	+5.2%	-2.9%	+10.0%	➖ noise
66	datafusion:vortex-compact	+2.4%	-2.0%	+4.5%	+11.8%	➖ noise
66	datafusion:vortex-file-compressed	+2.3%	-2.0%	+4.4%	+11.3%	➖ noise
66	duckdb:duckdb	+6.7%	-2.0%	+8.9%	+15.5%	➖ noise
66	duckdb:vortex-compact	+8.1%	-2.0%	+10.3%	+10.0%	🚨 regression
66	duckdb:vortex-file-compressed	+4.2%	-2.0%	+6.4%	+10.0%	➖ noise
67	datafusion:vortex-compact	+6.6%	+4.9%	+1.6%	+10.0%	➖ noise
67	datafusion:vortex-file-compressed	+3.6%	+4.9%	-1.3%	+10.0%	➖ noise
67	duckdb:duckdb	+6.1%	+4.9%	+1.2%	+10.0%	➖ noise
67	duckdb:vortex-compact	+4.0%	+4.9%	-0.9%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	+3.1%	+4.9%	-1.7%	+10.0%	➖ noise
68	datafusion:vortex-compact	+6.1%	+4.3%	+1.7%	+10.0%	➖ noise
68	datafusion:vortex-file-compressed	+5.1%	+4.3%	+0.8%	+10.0%	➖ noise
68	duckdb:duckdb	+1.7%	+4.3%	-2.4%	+11.2%	➖ noise
68	duckdb:vortex-compact	+4.2%	+4.3%	-0.1%	+10.0%	➖ noise
68	duckdb:vortex-file-compressed	+6.3%	+4.3%	+1.9%	+13.3%	➖ noise
69	datafusion:vortex-compact	+2.7%	+7.7%	-4.6%	+12.9%	➖ noise
69	datafusion:vortex-file-compressed	+10.3%	+7.7%	+2.4%	+14.1%	➖ noise
69	duckdb:duckdb	-0.0%	+7.7%	-7.2%	+12.7%	➖ noise
69	duckdb:vortex-compact	+2.7%	+7.7%	-4.7%	+10.0%	➖ noise
69	duckdb:vortex-file-compressed	+1.0%	+7.7%	-6.2%	+10.0%	➖ noise
70	datafusion:vortex-compact	+3.4%	-0.5%	+4.0%	+10.2%	➖ noise
70	datafusion:vortex-file-compressed	+2.5%	-0.5%	+3.1%	+10.0%	➖ noise
70	duckdb:duckdb	+1.8%	-0.5%	+2.3%	+14.4%	➖ noise
70	duckdb:vortex-compact	+0.2%	-0.5%	+0.7%	+10.0%	➖ noise
70	duckdb:vortex-file-compressed	+4.2%	-0.5%	+4.7%	+11.1%	➖ noise
71	datafusion:vortex-compact	+2.0%	+3.7%	-1.6%	+10.0%	➖ noise
71	datafusion:vortex-file-compressed	+4.2%	+3.7%	+0.5%	+10.0%	➖ noise
71	duckdb:duckdb	+10.2%	+3.7%	+6.3%	+14.1%	➖ noise
71	duckdb:vortex-compact	+4.5%	+3.7%	+0.8%	+10.0%	➖ noise
71	duckdb:vortex-file-compressed	+0.3%	+3.7%	-3.3%	+22.0%	➖ noise
72	datafusion:vortex-compact	+3.0%	+3.4%	-0.4%	+10.0%	➖ noise
72	datafusion:vortex-file-compressed	+5.1%	+3.4%	+1.6%	+10.0%	➖ noise
72	duckdb:duckdb	+4.0%	+3.4%	+0.5%	+10.0%	➖ noise
72	duckdb:vortex-compact	+1.0%	+3.4%	-2.3%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	+0.6%	+3.4%	-2.7%	+10.0%	➖ noise
73	datafusion:vortex-compact	+2.8%	+3.5%	-0.7%	+10.0%	➖ noise
73	datafusion:vortex-file-compressed	+4.1%	+3.5%	+0.6%	+10.0%	➖ noise
73	duckdb:duckdb	+3.6%	+3.5%	+0.1%	+12.6%	➖ noise
73	duckdb:vortex-compact	-0.3%	+3.5%	-3.7%	+10.0%	➖ noise
73	duckdb:vortex-file-compressed	-0.7%	+3.5%	-4.1%	+11.6%	➖ noise
74	datafusion:vortex-compact	+6.7%	+2.1%	+4.5%	+11.1%	➖ noise
74	datafusion:vortex-file-compressed	+4.4%	+2.1%	+2.3%	+16.3%	➖ noise
74	duckdb:duckdb	+0.2%	+2.1%	-1.8%	+10.0%	➖ noise
74	duckdb:vortex-compact	+29.1%	+2.1%	+26.5%	+28.0%	➖ noise
74	duckdb:vortex-file-compressed	+3.0%	+2.1%	+0.9%	+18.4%	➖ noise
75	datafusion:vortex-compact	+6.0%	+1.2%	+4.7%	+10.0%	➖ noise
75	datafusion:vortex-file-compressed	+3.3%	+1.2%	+2.1%	+10.0%	➖ noise
75	duckdb:duckdb	-1.7%	+1.2%	-2.8%	+10.2%	➖ noise
75	duckdb:vortex-compact	+2.9%	+1.2%	+1.6%	+10.0%	➖ noise
75	duckdb:vortex-file-compressed	+5.4%	+1.2%	+4.1%	+10.0%	➖ noise
76	datafusion:vortex-compact	+2.4%	+2.0%	+0.4%	+10.8%	➖ noise
76	datafusion:vortex-file-compressed	+8.1%	+2.0%	+5.9%	+23.9%	➖ noise
76	duckdb:duckdb	+1.4%	+2.0%	-0.6%	+16.0%	➖ noise
76	duckdb:vortex-compact	+1.8%	+2.0%	-0.2%	+13.8%	➖ noise
76	duckdb:vortex-file-compressed	+13.7%	+2.0%	+11.4%	+20.2%	➖ noise
77	datafusion:vortex-compact	+2.5%	+5.5%	-2.9%	+18.4%	➖ noise
77	datafusion:vortex-file-compressed	+9.1%	+5.5%	+3.5%	+10.0%	➖ noise
77	duckdb:duckdb	+2.6%	+5.5%	-2.8%	+13.3%	➖ noise
77	duckdb:vortex-compact	+1.8%	+5.5%	-3.5%	+12.0%	➖ noise
77	duckdb:vortex-file-compressed	+10.4%	+5.5%	+4.6%	+12.1%	➖ noise
78	datafusion:vortex-compact	+5.6%	+1.7%	+3.8%	+10.0%	➖ noise
78	datafusion:vortex-file-compressed	+3.4%	+1.7%	+1.6%	+10.0%	➖ noise
78	duckdb:duckdb	+5.9%	+1.7%	+4.1%	+10.4%	➖ noise
78	duckdb:vortex-compact	+3.2%	+1.7%	+1.5%	+11.2%	➖ noise
78	duckdb:vortex-file-compressed	+5.4%	+1.7%	+3.6%	+10.0%	➖ noise
79	datafusion:vortex-compact	+5.4%	+3.4%	+1.9%	+10.6%	➖ noise
79	datafusion:vortex-file-compressed	+6.0%	+3.4%	+2.5%	+22.0%	➖ noise
79	duckdb:duckdb	+7.1%	+3.4%	+3.5%	+10.0%	➖ noise
79	duckdb:vortex-compact	+1.9%	+3.4%	-1.5%	+10.0%	➖ noise
79	duckdb:vortex-file-compressed	+9.4%	+3.4%	+5.8%	+18.1%	➖ noise
80	datafusion:vortex-compact	+3.2%	+4.7%	-1.5%	+10.0%	➖ noise
80	datafusion:vortex-file-compressed	+2.8%	+4.7%	-1.8%	+10.0%	➖ noise
80	duckdb:duckdb	+2.7%	+4.7%	-1.9%	+15.9%	➖ noise
80	duckdb:vortex-compact	-1.4%	+4.7%	-5.9%	+10.0%	➖ noise
80	duckdb:vortex-file-compressed	+3.0%	+4.7%	-1.7%	+18.3%	➖ noise
81	datafusion:vortex-compact	-0.6%	+4.1%	-4.5%	+10.3%	➖ noise
81	datafusion:vortex-file-compressed	+5.4%	+4.1%	+1.2%	+11.2%	➖ noise
81	duckdb:duckdb	+9.7%	+4.1%	+5.3%	+10.8%	➖ noise
81	duckdb:vortex-compact	+12.5%	+4.1%	+8.1%	+12.7%	➖ noise
81	duckdb:vortex-file-compressed	-3.7%	+4.1%	-7.5%	+11.7%	➖ noise
82	datafusion:vortex-compact	+2.6%	+12.8%	-9.1%	+12.3%	➖ noise
82	datafusion:vortex-file-compressed	+9.3%	+12.8%	-3.1%	+10.2%	➖ noise
82	duckdb:duckdb	+5.8%	+12.8%	-6.2%	+15.1%	➖ noise
82	duckdb:vortex-compact	+7.7%	+12.8%	-4.6%	+11.5%	➖ noise
82	duckdb:vortex-file-compressed	+6.6%	+12.8%	-5.6%	+11.3%	➖ noise
83	datafusion:vortex-compact	+8.6%	+7.7%	+0.8%	+10.0%	➖ noise
83	datafusion:vortex-file-compressed	+6.7%	+7.7%	-0.9%	+10.0%	➖ noise
83	duckdb:duckdb	+3.6%	+7.7%	-3.8%	+11.1%	➖ noise
83	duckdb:vortex-compact	+8.3%	+7.7%	+0.6%	+23.1%	➖ noise
83	duckdb:vortex-file-compressed	+2.6%	+7.7%	-4.7%	+10.3%	➖ noise
84	datafusion:vortex-compact	+14.5%	+0.9%	+13.5%	+20.7%	➖ noise
84	datafusion:vortex-file-compressed	+6.5%	+0.9%	+5.6%	+10.0%	➖ noise
84	duckdb:duckdb	+9.8%	+0.9%	+8.8%	+10.0%	➖ noise
84	duckdb:vortex-compact	+5.2%	+0.9%	+4.3%	+10.0%	➖ noise
84	duckdb:vortex-file-compressed	+1.1%	+0.9%	+0.2%	+10.0%	➖ noise
85	datafusion:vortex-compact	+4.3%	+1.9%	+2.4%	+10.7%	➖ noise
85	datafusion:vortex-file-compressed	+0.5%	+1.9%	-1.3%	+10.1%	➖ noise
85	duckdb:duckdb	+0.3%	+1.9%	-1.5%	+11.0%	➖ noise
85	duckdb:vortex-compact	-1.0%	+1.9%	-2.8%	+10.6%	➖ noise
85	duckdb:vortex-file-compressed	+2.0%	+1.9%	+0.2%	+10.0%	➖ noise
86	datafusion:vortex-compact	-9.8%	-0.3%	-9.5%	+20.8%	➖ noise
86	datafusion:vortex-file-compressed	+8.8%	-0.3%	+9.1%	+14.8%	➖ noise
86	duckdb:duckdb	+5.6%	-0.3%	+5.9%	+17.3%	➖ noise
86	duckdb:vortex-compact	-2.1%	-0.3%	-1.8%	+10.5%	➖ noise
86	duckdb:vortex-file-compressed	+9.5%	-0.3%	+9.8%	+11.7%	➖ noise
87	datafusion:vortex-compact	+4.7%	+6.6%	-1.7%	+10.0%	➖ noise
87	datafusion:vortex-file-compressed	+4.7%	+6.6%	-1.7%	+10.4%	➖ noise
87	duckdb:duckdb	+12.1%	+6.6%	+5.2%	+12.5%	➖ noise
87	duckdb:vortex-compact	-1.7%	+6.6%	-7.7%	+10.4%	➖ noise
87	duckdb:vortex-file-compressed	+10.8%	+6.6%	+3.9%	+13.0%	➖ noise
88	datafusion:vortex-compact	+3.7%	+2.8%	+0.9%	+10.0%	➖ noise
88	datafusion:vortex-file-compressed	+6.9%	+2.8%	+4.0%	+10.0%	➖ noise
88	duckdb:duckdb	+2.9%	+2.8%	+0.2%	+10.0%	➖ noise
88	duckdb:vortex-compact	+7.8%	+2.8%	+4.9%	+11.7%	➖ noise
88	duckdb:vortex-file-compressed	+2.7%	+2.8%	-0.1%	+10.0%	➖ noise
89	datafusion:vortex-compact	+3.6%	+6.3%	-2.6%	+10.0%	➖ noise
89	datafusion:vortex-file-compressed	+2.2%	+6.3%	-3.8%	+11.5%	➖ noise
89	duckdb:duckdb	+4.7%	+6.3%	-1.5%	+10.4%	➖ noise
89	duckdb:vortex-compact	+1.3%	+6.3%	-4.7%	+10.0%	➖ noise
89	duckdb:vortex-file-compressed	+3.1%	+6.3%	-3.0%	+10.0%	➖ noise
90	datafusion:vortex-compact	+5.3%	+7.5%	-2.0%	+10.0%	➖ noise
90	datafusion:vortex-file-compressed	+4.5%	+7.5%	-2.7%	+11.2%	➖ noise
90	duckdb:duckdb	+5.6%	+7.5%	-1.8%	+10.0%	➖ noise
90	duckdb:vortex-compact	+6.9%	+7.5%	-0.5%	+11.5%	➖ noise
90	duckdb:vortex-file-compressed	+0.6%	+7.5%	-6.4%	+14.1%	➖ noise
91	datafusion:vortex-compact	+3.4%	+3.1%	+0.3%	+10.0%	➖ noise
91	datafusion:vortex-file-compressed	+5.0%	+3.1%	+1.8%	+15.6%	➖ noise
91	duckdb:duckdb	+8.9%	+3.1%	+5.6%	+14.2%	➖ noise
91	duckdb:vortex-compact	+6.4%	+3.1%	+3.2%	+10.0%	➖ noise
91	duckdb:vortex-file-compressed	+0.9%	+3.1%	-2.2%	+10.0%	➖ noise
92	datafusion:vortex-compact	+12.4%	+4.2%	+7.9%	+11.7%	➖ noise
92	datafusion:vortex-file-compressed	+8.4%	+4.2%	+4.0%	+10.0%	➖ noise
92	duckdb:duckdb	+1.2%	+4.2%	-3.0%	+20.8%	➖ noise
92	duckdb:vortex-compact	+0.5%	+4.2%	-3.5%	+23.4%	➖ noise
92	duckdb:vortex-file-compressed	+10.2%	+4.2%	+5.7%	+20.0%	➖ noise
93	datafusion:vortex-compact	+3.0%	+5.3%	-2.3%	+10.0%	➖ noise
93	datafusion:vortex-file-compressed	+5.2%	+5.3%	-0.2%	+11.5%	➖ noise
93	duckdb:duckdb	+5.8%	+5.3%	+0.4%	+11.0%	➖ noise
93	duckdb:vortex-compact	+5.0%	+5.3%	-0.3%	+11.0%	➖ noise
93	duckdb:vortex-file-compressed	+2.0%	+5.3%	-3.2%	+10.0%	➖ noise
94	datafusion:vortex-compact	+13.3%	+9.1%	+3.8%	+14.4%	➖ noise
94	datafusion:vortex-file-compressed	+5.5%	+9.1%	-3.3%	+10.9%	➖ noise
94	duckdb:duckdb	+11.7%	+9.1%	+2.3%	+12.4%	➖ noise
94	duckdb:vortex-compact	+8.4%	+9.1%	-0.7%	+10.9%	➖ noise
94	duckdb:vortex-file-compressed	+7.4%	+9.1%	-1.6%	+11.0%	➖ noise
95	datafusion:vortex-compact	+4.6%	+8.5%	-3.5%	+10.0%	➖ noise
95	datafusion:vortex-file-compressed	+4.5%	+8.5%	-3.7%	+10.0%	➖ noise
95	duckdb:duckdb	-10.7%	+8.5%	-17.7%	+16.0%	✅ faster
95	duckdb:vortex-compact	+0.7%	+8.5%	-7.2%	+14.0%	➖ noise
95	duckdb:vortex-file-compressed	+10.0%	+8.5%	+1.4%	+22.5%	➖ noise
96	datafusion:vortex-compact	+8.9%	+5.6%	+3.2%	+11.4%	➖ noise
96	datafusion:vortex-file-compressed	+3.6%	+5.6%	-1.8%	+10.0%	➖ noise
96	duckdb:duckdb	+3.5%	+5.6%	-1.9%	+12.4%	➖ noise
96	duckdb:vortex-compact	+2.1%	+5.6%	-3.2%	+11.1%	➖ noise
96	duckdb:vortex-file-compressed	+6.6%	+5.6%	+0.9%	+10.2%	➖ noise
97	datafusion:vortex-compact	+10.1%	+6.4%	+3.5%	+12.0%	➖ noise
97	datafusion:vortex-file-compressed	-0.6%	+6.4%	-6.6%	+12.7%	➖ noise
97	duckdb:duckdb	+5.9%	+6.4%	-0.5%	+13.1%	➖ noise
97	duckdb:vortex-compact	+9.2%	+6.4%	+2.6%	+12.8%	➖ noise
97	duckdb:vortex-file-compressed	+9.1%	+6.4%	+2.6%	+13.4%	➖ noise
98	datafusion:vortex-compact	+3.9%	+0.8%	+3.1%	+10.5%	➖ noise
98	datafusion:vortex-file-compressed	+2.2%	+0.8%	+1.4%	+10.0%	➖ noise
98	duckdb:duckdb	+2.1%	+0.8%	+1.3%	+16.3%	➖ noise
98	duckdb:vortex-compact	+4.0%	+0.8%	+3.2%	+10.0%	➖ noise
98	duckdb:vortex-file-compressed	+8.7%	+0.8%	+7.8%	+10.0%	➖ noise
99	datafusion:vortex-compact	+0.6%	-2.0%	+2.7%	+14.3%	➖ noise
99	datafusion:vortex-file-compressed	-1.7%	-2.0%	+0.3%	+18.1%	➖ noise
99	duckdb:duckdb	+2.6%	-2.0%	+4.7%	+19.6%	➖ noise
99	duckdb:vortex-compact	+3.1%	-2.0%	+5.2%	+12.4%	➖ noise
99	duckdb:vortex-file-compressed	+1.0%	-2.0%	+3.0%	+16.8%	➖ noise

github-actions · 2026-04-28T14:09:01Z

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -0.8%
Vortex (geomean): 0.957x ➖
Parquet (geomean): 0.965x ➖
Shifts: Parquet (control) -3.5% · Median polish -2.2%

datafusion / vortex-file-compressed (0.897x ➖, 1↑ 1↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	312079206	273612597	1.14
tpch_q02/datafusion:vortex-file-compressed	497223700	459610921	1.08
tpch_q03/datafusion:vortex-file-compressed	414907143	433405425	0.96
tpch_q04/datafusion:vortex-file-compressed	242726522	270548354	0.90
tpch_q05/datafusion:vortex-file-compressed 🚀	429372763	616823644	0.70
tpch_q06/datafusion:vortex-file-compressed	351830564	433162557	0.81
tpch_q07/datafusion:vortex-file-compressed	408702078	445154019	0.92
tpch_q08/datafusion:vortex-file-compressed	559450277	704027531	0.79
tpch_q09/datafusion:vortex-file-compressed	359292961	485877430	0.74
tpch_q10/datafusion:vortex-file-compressed	508930381	703613241	0.72
tpch_q11/datafusion:vortex-file-compressed	259517060	303914665	0.85
tpch_q12/datafusion:vortex-file-compressed	422790205	582722499	0.73
tpch_q13/datafusion:vortex-file-compressed	146628886	179234031	0.82
tpch_q14/datafusion:vortex-file-compressed	255380496	292908753	0.87
tpch_q15/datafusion:vortex-file-compressed	512886868	553020516	0.93
tpch_q16/datafusion:vortex-file-compressed	197482848	179770267	1.10
tpch_q17/datafusion:vortex-file-compressed	390182314	407195331	0.96
tpch_q18/datafusion:vortex-file-compressed	375396985	507966692	0.74
tpch_q19/datafusion:vortex-file-compressed	449065557	468238886	0.96
tpch_q20/datafusion:vortex-file-compressed	456954264	483878420	0.94
tpch_q21/datafusion:vortex-file-compressed	610938328	586207303	1.04
tpch_q22/datafusion:vortex-file-compressed 🚨	162266070	123639625	1.31

datafusion / vortex-compact (0.952x ➖, 1↑ 2↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	286771058	295652905	0.97
tpch_q02/datafusion:vortex-compact 🚀	441540670	1677556865	0.26
tpch_q03/datafusion:vortex-compact	396146635	479237243	0.83
tpch_q04/datafusion:vortex-compact	274338623	234596449	1.17
tpch_q05/datafusion:vortex-compact	424844127	415902972	1.02
tpch_q06/datafusion:vortex-compact	302134938	392435176	0.77
tpch_q07/datafusion:vortex-compact	375950768	398578161	0.94
tpch_q08/datafusion:vortex-compact	549012584	640834283	0.86
tpch_q09/datafusion:vortex-compact	403636293	442062351	0.91
tpch_q10/datafusion:vortex-compact	703337512	573096247	1.23
tpch_q11/datafusion:vortex-compact	271963707	310866477	0.87
tpch_q12/datafusion:vortex-compact	509048327	500771516	1.02
tpch_q13/datafusion:vortex-compact 🚨	189569552	138767277	1.37
tpch_q14/datafusion:vortex-compact	299665578	255031303	1.18
tpch_q15/datafusion:vortex-compact	485432651	505320499	0.96
tpch_q16/datafusion:vortex-compact	188411370	188557131	1.00
tpch_q17/datafusion:vortex-compact	405069248	378032167	1.07
tpch_q18/datafusion:vortex-compact	317884865	325312731	0.98
tpch_q19/datafusion:vortex-compact	475278623	545128770	0.87
tpch_q20/datafusion:vortex-compact	468967248	454079826	1.03
tpch_q21/datafusion:vortex-compact	642533969	577040688	1.11
tpch_q22/datafusion:vortex-compact 🚨	168129535	126243143	1.33

datafusion / parquet (0.901x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	215537239	206105517	1.05
tpch_q02/datafusion:parquet	484450277	533836620	0.91
tpch_q03/datafusion:parquet	346813138	409287553	0.85
tpch_q04/datafusion:parquet	140066397	185838840	0.75
tpch_q05/datafusion:parquet	456409831	504242080	0.91
tpch_q06/datafusion:parquet	145042432	205043117	0.71
tpch_q07/datafusion:parquet	480228722	565703992	0.85
tpch_q08/datafusion:parquet	573090179	753291758	0.76
tpch_q09/datafusion:parquet	478285834	562021700	0.85
tpch_q10/datafusion:parquet	522531071	705873199	0.74
tpch_q11/datafusion:parquet	344321328	355646216	0.97
tpch_q12/datafusion:parquet	236424311	279896652	0.84
tpch_q13/datafusion:parquet	445327895	445927818	1.00
tpch_q14/datafusion:parquet	168786109	184499698	0.91
tpch_q15/datafusion:parquet	286264968	341745987	0.84
tpch_q16/datafusion:parquet	181862898	183501500	0.99
tpch_q17/datafusion:parquet	388005735	470888091	0.82
tpch_q18/datafusion:parquet	465478029	500515219	0.93
tpch_q19/datafusion:parquet	404623209	410488630	0.99
tpch_q20/datafusion:parquet	413367031	369458492	1.12
tpch_q21/datafusion:parquet	770131030	615677784	1.25
tpch_q22/datafusion:parquet	131097390	133753641	0.98

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

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	277085958	264504246	1.05
tpch_q02/duckdb:vortex-file-compressed	928351152	994722196	0.93
tpch_q03/duckdb:vortex-file-compressed	696376917	690176191	1.01
tpch_q04/duckdb:vortex-file-compressed	426393276	444573270	0.96
tpch_q05/duckdb:vortex-file-compressed	1004642218	1035594930	0.97
tpch_q06/duckdb:vortex-file-compressed	433907165	453998276	0.96
tpch_q07/duckdb:vortex-file-compressed	857970693	830962423	1.03
tpch_q08/duckdb:vortex-file-compressed	993906565	986738764	1.01
tpch_q09/duckdb:vortex-file-compressed	878904679	889530302	0.99
tpch_q10/duckdb:vortex-file-compressed	815250995	765059136	1.07
tpch_q11/duckdb:vortex-file-compressed	516461951	474664471	1.09
tpch_q12/duckdb:vortex-file-compressed	496149397	510044716	0.97
tpch_q13/duckdb:vortex-file-compressed	461028739	445132314	1.04
tpch_q14/duckdb:vortex-file-compressed	472234035	486730319	0.97
tpch_q15/duckdb:vortex-file-compressed	323629290	309497840	1.05
tpch_q16/duckdb:vortex-file-compressed	386030495	409900298	0.94
tpch_q17/duckdb:vortex-file-compressed	721014890	697253830	1.03
tpch_q18/duckdb:vortex-file-compressed	576351738	549877780	1.05
tpch_q19/duckdb:vortex-file-compressed	437687955	479656638	0.91
tpch_q20/duckdb:vortex-file-compressed	873249830	855776019	1.02
tpch_q21/duckdb:vortex-file-compressed	1039962649	1030540424	1.01
tpch_q22/duckdb:vortex-file-compressed	372999682	371415951	1.00

duckdb / vortex-compact (0.981x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	278768693	305694425	0.91
tpch_q02/duckdb:vortex-compact	943927752	859727904	1.10
tpch_q03/duckdb:vortex-compact	634682894	623173630	1.02
tpch_q04/duckdb:vortex-compact	407354465	341379162	1.19
tpch_q05/duckdb:vortex-compact	917982313	884478477	1.04
tpch_q06/duckdb:vortex-compact	382898791	404058669	0.95
tpch_q07/duckdb:vortex-compact	833566756	950724715	0.88
tpch_q08/duckdb:vortex-compact	953433953	1000326226	0.95
tpch_q09/duckdb:vortex-compact	877432006	901372711	0.97
tpch_q10/duckdb:vortex-compact	654433933	713666286	0.92
tpch_q11/duckdb:vortex-compact	505991918	497035577	1.02
tpch_q12/duckdb:vortex-compact	482088070	474254912	1.02
tpch_q13/duckdb:vortex-compact	442633600	487618528	0.91
tpch_q14/duckdb:vortex-compact	472246996	499299131	0.95
tpch_q15/duckdb:vortex-compact	368785532	328453026	1.12
tpch_q16/duckdb:vortex-compact	399561635	385372925	1.04
tpch_q17/duckdb:vortex-compact	618693022	664723655	0.93
tpch_q18/duckdb:vortex-compact	471678898	515609919	0.91
tpch_q19/duckdb:vortex-compact	407800810	456140295	0.89
tpch_q20/duckdb:vortex-compact	737023958	801074374	0.92
tpch_q21/duckdb:vortex-compact	1038631599	1083956942	0.96
tpch_q22/duckdb:vortex-compact	354454985	331972989	1.07

duckdb / parquet (1.033x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	470224610	452331111	1.04
tpch_q02/duckdb:parquet	1408412934	1278606115	1.10
tpch_q03/duckdb:parquet	1070921251	1064315028	1.01
tpch_q04/duckdb:parquet	646782593	640875372	1.01
tpch_q05/duckdb:parquet	1679065007	1595351332	1.05
tpch_q06/duckdb:parquet	511044411	492339471	1.04
tpch_q07/duckdb:parquet	1339924243	1457062643	0.92
tpch_q08/duckdb:parquet	1739205304	1784126743	0.97
tpch_q09/duckdb:parquet	1530850617	1455708977	1.05
tpch_q10/duckdb:parquet	1246646968	1319926975	0.94
tpch_q11/duckdb:parquet	980735891	881640888	1.11
tpch_q12/duckdb:parquet	697180187	688894097	1.01
tpch_q13/duckdb:parquet	971656158	906584113	1.07
tpch_q14/duckdb:parquet	657906815	652626980	1.01
tpch_q15/duckdb:parquet	513290545	526223606	0.98
tpch_q16/duckdb:parquet	644690095	605403986	1.06
tpch_q17/duckdb:parquet	906867229	753393063	1.20
tpch_q18/duckdb:parquet	928412057	900581752	1.03
tpch_q19/duckdb:parquet	825127529	775815397	1.06
tpch_q20/duckdb:parquet	1103941561	1141584323	0.97
tpch_q21/duckdb:parquet	1277787254	1174938096	1.09
tpch_q22/duckdb:parquet	574323701	552369760	1.04

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-3.0%	+4.3%	-7.0%	+76.6%	➖ noise
1	datafusion:vortex-file-compressed	+14.1%	+4.3%	+9.4%	+67.2%	➖ noise
1	duckdb:vortex-compact	-8.8%	+4.3%	-12.5%	+53.8%	➖ noise
1	duckdb:vortex-file-compressed	+4.8%	+4.3%	+0.5%	+47.3%	➖ noise
2	datafusion:vortex-compact	-73.7%	-0.0%	-73.7%	+131.3%	✅ faster
2	datafusion:vortex-file-compressed	+8.2%	-0.0%	+8.2%	+33.8%	➖ noise
2	duckdb:vortex-compact	+9.8%	-0.0%	+9.8%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	-6.7%	-0.0%	-6.7%	+30.0%	➖ noise
3	datafusion:vortex-compact	-17.3%	-7.7%	-10.5%	+124.3%	➖ noise
3	datafusion:vortex-file-compressed	-4.3%	-7.7%	+3.7%	+60.7%	➖ noise
3	duckdb:vortex-compact	+1.8%	-7.7%	+10.3%	+31.3%	➖ noise
3	duckdb:vortex-file-compressed	+0.9%	-7.7%	+9.3%	+45.9%	➖ noise
4	datafusion:vortex-compact	+16.9%	-12.8%	+34.1%	+36.7%	➖ noise
4	datafusion:vortex-file-compressed	-10.3%	-12.8%	+2.9%	+30.0%	➖ noise
4	duckdb:vortex-compact	+19.3%	-12.8%	+36.8%	+36.8%	➖ noise
4	duckdb:vortex-file-compressed	-4.1%	-12.8%	+10.0%	+41.5%	➖ noise
5	datafusion:vortex-compact	+2.1%	-2.4%	+4.7%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-30.4%	-2.4%	-28.7%	+30.0%	✅ faster
5	duckdb:vortex-compact	+3.8%	-2.4%	+6.3%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-3.0%	-2.4%	-0.6%	+30.0%	➖ noise
6	datafusion:vortex-compact	-23.0%	-14.3%	-10.2%	+33.8%	➖ noise
6	datafusion:vortex-file-compressed	-18.8%	-14.3%	-5.2%	+30.0%	➖ noise
6	duckdb:vortex-compact	-5.2%	-14.3%	+10.6%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-4.4%	-14.3%	+11.5%	+30.0%	➖ noise
7	datafusion:vortex-compact	-5.7%	-11.6%	+6.8%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-8.2%	-11.6%	+3.9%	+30.0%	➖ noise
7	duckdb:vortex-compact	-12.3%	-11.6%	-0.8%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+3.3%	-11.6%	+16.9%	+30.0%	➖ noise
8	datafusion:vortex-compact	-14.3%	-13.9%	-0.5%	+37.7%	➖ noise
8	datafusion:vortex-file-compressed	-20.5%	-13.9%	-7.7%	+30.0%	➖ noise
8	duckdb:vortex-compact	-4.7%	-13.9%	+10.7%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+0.7%	-13.9%	+17.0%	+30.0%	➖ noise
9	datafusion:vortex-compact	-8.7%	-5.4%	-3.5%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	-26.1%	-5.4%	-21.8%	+30.0%	➖ noise
9	duckdb:vortex-compact	-2.7%	-5.4%	+2.9%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	-1.2%	-5.4%	+4.4%	+30.0%	➖ noise
10	datafusion:vortex-compact	+22.7%	-16.4%	+46.8%	+30.0%	🚨 regression
10	datafusion:vortex-file-compressed	-27.7%	-16.4%	-13.5%	+30.0%	➖ noise
10	duckdb:vortex-compact	-8.3%	-16.4%	+9.7%	+30.0%	➖ noise
10	duckdb:vortex-file-compressed	+6.6%	-16.4%	+27.4%	+30.0%	➖ noise
11	datafusion:vortex-compact	-12.5%	+3.8%	-15.7%	+30.4%	➖ noise
11	datafusion:vortex-file-compressed	-14.6%	+3.8%	-17.7%	+30.0%	➖ noise
11	duckdb:vortex-compact	+1.8%	+3.8%	-1.9%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	+8.8%	+3.8%	+4.8%	+30.0%	➖ noise
12	datafusion:vortex-compact	+1.7%	-7.5%	+9.9%	+30.0%	➖ noise
12	datafusion:vortex-file-compressed	-27.4%	-7.5%	-21.5%	+30.0%	➖ noise
12	duckdb:vortex-compact	+1.7%	-7.5%	+9.9%	+30.0%	➖ noise
12	duckdb:vortex-file-compressed	-2.7%	-7.5%	+5.2%	+30.0%	➖ noise
13	datafusion:vortex-compact	+36.6%	+3.5%	+32.0%	+44.4%	➖ noise
13	datafusion:vortex-file-compressed	-18.2%	+3.5%	-20.9%	+40.9%	➖ noise
13	duckdb:vortex-compact	-9.2%	+3.5%	-12.3%	+30.0%	➖ noise
13	duckdb:vortex-file-compressed	+3.6%	+3.5%	+0.1%	+30.0%	➖ noise
14	datafusion:vortex-compact	+17.5%	-4.0%	+22.4%	+30.0%	➖ noise
14	datafusion:vortex-file-compressed	-12.8%	-4.0%	-9.2%	+30.0%	➖ noise
14	duckdb:vortex-compact	-5.4%	-4.0%	-1.5%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	-3.0%	-4.0%	+1.0%	+30.0%	➖ noise
15	datafusion:vortex-compact	-3.9%	-9.6%	+6.3%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	-7.3%	-9.6%	+2.6%	+30.0%	➖ noise
15	duckdb:vortex-compact	+12.3%	-9.6%	+24.2%	+33.9%	➖ noise
15	duckdb:vortex-file-compressed	+4.6%	-9.6%	+15.7%	+31.0%	➖ noise
16	datafusion:vortex-compact	-0.1%	+2.7%	-2.7%	+30.0%	➖ noise
16	datafusion:vortex-file-compressed	+9.9%	+2.7%	+6.9%	+30.0%	➖ noise
16	duckdb:vortex-compact	+3.7%	+2.7%	+0.9%	+30.0%	➖ noise
16	duckdb:vortex-file-compressed	-5.8%	+2.7%	-8.3%	+30.0%	➖ noise
17	datafusion:vortex-compact	+7.2%	-0.4%	+7.6%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	-4.2%	-0.4%	-3.8%	+30.0%	➖ noise
17	duckdb:vortex-compact	-6.9%	-0.4%	-6.5%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	+3.4%	-0.4%	+3.8%	+30.0%	➖ noise
18	datafusion:vortex-compact	-2.3%	-2.1%	-0.2%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	-26.1%	-2.1%	-24.5%	+39.8%	➖ noise
18	duckdb:vortex-compact	-8.5%	-2.1%	-6.6%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	+4.8%	-2.1%	+7.0%	+30.0%	➖ noise
19	datafusion:vortex-compact	-12.8%	+2.4%	-14.8%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	-4.1%	+2.4%	-6.3%	+30.0%	➖ noise
19	duckdb:vortex-compact	-10.6%	+2.4%	-12.7%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	-8.7%	+2.4%	-10.9%	+30.0%	➖ noise
20	datafusion:vortex-compact	+3.3%	+4.0%	-0.7%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	-5.6%	+4.0%	-9.2%	+30.0%	➖ noise
20	duckdb:vortex-compact	-8.0%	+4.0%	-11.5%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	+2.0%	+4.0%	-1.9%	+30.0%	➖ noise
21	datafusion:vortex-compact	+11.3%	+16.6%	-4.5%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	+4.2%	+16.6%	-10.6%	+30.0%	➖ noise
21	duckdb:vortex-compact	-4.2%	+16.6%	-17.8%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	+0.9%	+16.6%	-13.5%	+30.0%	➖ noise
22	datafusion:vortex-compact	+33.2%	+1.0%	+31.9%	+35.6%	➖ noise
22	datafusion:vortex-file-compressed	+31.2%	+1.0%	+30.0%	+31.7%	➖ noise
22	duckdb:vortex-compact	+6.8%	+1.0%	+5.8%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	+0.4%	+1.0%	-0.5%	+30.0%	➖ noise

github-actions · 2026-04-28T14:09:03Z

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +6.0%
Vortex (geomean): 0.994x ➖
Parquet (geomean): 0.938x ➖
Shifts: Parquet (control) -6.2% · Median polish -1.6%

datafusion / vortex-file-compressed (1.024x ➖, 0↑ 2↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	716011870	705990161	1.01
tpch_q02/datafusion:vortex-file-compressed	1043766144	814493670	1.28
tpch_q03/datafusion:vortex-file-compressed	808812064	825446157	0.98
tpch_q04/datafusion:vortex-file-compressed	617416761	608049476	1.02
tpch_q05/datafusion:vortex-file-compressed	988007393	1040611906	0.95
tpch_q06/datafusion:vortex-file-compressed	740494284	668147594	1.11
tpch_q07/datafusion:vortex-file-compressed 🚨	1699200657	1060847847	1.60
tpch_q08/datafusion:vortex-file-compressed 🚨	1970874726	1315728283	1.50
tpch_q09/datafusion:vortex-file-compressed	1412342844	1321813823	1.07
tpch_q10/datafusion:vortex-file-compressed	986462911	1089262431	0.91
tpch_q11/datafusion:vortex-file-compressed	531013885	515965350	1.03
tpch_q12/datafusion:vortex-file-compressed	894024177	977882925	0.91
tpch_q13/datafusion:vortex-file-compressed	438700718	476687496	0.92
tpch_q14/datafusion:vortex-file-compressed	620109714	652070965	0.95
tpch_q15/datafusion:vortex-file-compressed	1167958757	1159334032	1.01
tpch_q16/datafusion:vortex-file-compressed	405998819	478065022	0.85
tpch_q17/datafusion:vortex-file-compressed	1437823205	1237110221	1.16
tpch_q18/datafusion:vortex-file-compressed	1288583126	1352211483	0.95
tpch_q19/datafusion:vortex-file-compressed	812119062	975535152	0.83
tpch_q20/datafusion:vortex-file-compressed	974046678	1076687246	0.90
tpch_q21/datafusion:vortex-file-compressed	1696127845	1702264886	1.00
tpch_q22/datafusion:vortex-file-compressed	382260890	418669279	0.91

datafusion / vortex-compact (0.953x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	705852497	781546373	0.90
tpch_q02/datafusion:vortex-compact	649436589	737731293	0.88
tpch_q03/datafusion:vortex-compact	883566866	872454092	1.01
tpch_q04/datafusion:vortex-compact	646366395	614530964	1.05
tpch_q05/datafusion:vortex-compact	953534348	908855063	1.05
tpch_q06/datafusion:vortex-compact	618166248	606120134	1.02
tpch_q07/datafusion:vortex-compact	978027723	942118364	1.04
tpch_q08/datafusion:vortex-compact	1019775292	1042894254	0.98
tpch_q09/datafusion:vortex-compact	1183742868	1202441253	0.98
tpch_q10/datafusion:vortex-compact	869838769	900511783	0.97
tpch_q11/datafusion:vortex-compact	385884485	390576802	0.99
tpch_q12/datafusion:vortex-compact	846035269	1008783582	0.84
tpch_q13/datafusion:vortex-compact	419354195	520573604	0.81
tpch_q14/datafusion:vortex-compact	626615858	826765263	0.76
tpch_q15/datafusion:vortex-compact	1080272532	1177120405	0.92
tpch_q16/datafusion:vortex-compact	343365843	344739869	1.00
tpch_q17/datafusion:vortex-compact	1213469869	1229331341	0.99
tpch_q18/datafusion:vortex-compact	1157457977	1073177419	1.08
tpch_q19/datafusion:vortex-compact	799579824	887140415	0.90
tpch_q20/datafusion:vortex-compact	908208186	940429933	0.97
tpch_q21/datafusion:vortex-compact	1395698295	1370048430	1.02
tpch_q22/datafusion:vortex-compact	383800552	419332451	0.92

datafusion / parquet (0.901x ➖, 1↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	675972617	758930613	0.89
tpch_q02/datafusion:parquet	650000716	893030358	0.73
tpch_q03/datafusion:parquet	961480009	1044818132	0.92
tpch_q04/datafusion:parquet	529059228	662913809	0.80
tpch_q05/datafusion:parquet	1179076955	1480716611	0.80
tpch_q06/datafusion:parquet	500763753	531680754	0.94
tpch_q07/datafusion:parquet	1454041848	1414879153	1.03
tpch_q08/datafusion:parquet	1907912875	1741496238	1.10
tpch_q09/datafusion:parquet	1751988407	1950740706	0.90
tpch_q10/datafusion:parquet	1911867476	2009129933	0.95
tpch_q11/datafusion:parquet 🚀	515571701	752511751	0.69
tpch_q12/datafusion:parquet	649699834	776039438	0.84
tpch_q13/datafusion:parquet	671410070	777396334	0.86
tpch_q14/datafusion:parquet	771704001	762000029	1.01
tpch_q15/datafusion:parquet	1213466296	1239528182	0.98
tpch_q16/datafusion:parquet	409606458	425726537	0.96
tpch_q17/datafusion:parquet	1363440642	1341510809	1.02
tpch_q18/datafusion:parquet	1672848806	1604722517	1.04
tpch_q19/datafusion:parquet	985663087	1077818189	0.91
tpch_q20/datafusion:parquet	1113563347	1248724735	0.89
tpch_q21/datafusion:parquet	1720202061	2066299218	0.83
tpch_q22/datafusion:parquet	663102918	763662827	0.87

duckdb / vortex-file-compressed (1.029x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	665864543	616688550	1.08
tpch_q02/duckdb:vortex-file-compressed	1089278273	1171377473	0.93
tpch_q03/duckdb:vortex-file-compressed	876129662	882814096	0.99
tpch_q04/duckdb:vortex-file-compressed	643441151	605272696	1.06
tpch_q05/duckdb:vortex-file-compressed	1078186141	1072249875	1.01
tpch_q06/duckdb:vortex-file-compressed	863866596	796374638	1.08
tpch_q07/duckdb:vortex-file-compressed	1134480452	1332524940	0.85
tpch_q08/duckdb:vortex-file-compressed	1539993798	1396077334	1.10
tpch_q09/duckdb:vortex-file-compressed	1563037671	1446187500	1.08
tpch_q10/duckdb:vortex-file-compressed	1110614250	1136502158	0.98
tpch_q11/duckdb:vortex-file-compressed	649707989	610731921	1.06
tpch_q12/duckdb:vortex-file-compressed	765588221	721583110	1.06
tpch_q13/duckdb:vortex-file-compressed	919809997	907918049	1.01
tpch_q14/duckdb:vortex-file-compressed	869326452	837040645	1.04
tpch_q15/duckdb:vortex-file-compressed	546758477	511102535	1.07
tpch_q16/duckdb:vortex-file-compressed	446427496	521439466	0.86
tpch_q17/duckdb:vortex-file-compressed	1012764060	979656844	1.03
tpch_q18/duckdb:vortex-file-compressed	961552539	866208950	1.11
tpch_q19/duckdb:vortex-file-compressed	838520614	771360801	1.09
tpch_q20/duckdb:vortex-file-compressed	1298167753	1207992170	1.07
tpch_q21/duckdb:vortex-file-compressed	2004818780	1972438613	1.02
tpch_q22/duckdb:vortex-file-compressed	650336560	593284862	1.10

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

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	632809945	596439733	1.06
tpch_q02/duckdb:vortex-compact	984762762	1031284472	0.95
tpch_q03/duckdb:vortex-compact	779086121	832067227	0.94
tpch_q04/duckdb:vortex-compact	462478461	479877410	0.96
tpch_q05/duckdb:vortex-compact	1002704505	1055106315	0.95
tpch_q06/duckdb:vortex-compact	745592861	749727637	0.99
tpch_q07/duckdb:vortex-compact	1070856275	1028932493	1.04
tpch_q08/duckdb:vortex-compact	1299343005	1466415297	0.89
tpch_q09/duckdb:vortex-compact	1344070912	1308081913	1.03
tpch_q10/duckdb:vortex-compact	1021865522	1163392333	0.88
tpch_q11/duckdb:vortex-compact	659125114	680000579	0.97
tpch_q12/duckdb:vortex-compact	651655962	673015377	0.97
tpch_q13/duckdb:vortex-compact	839340314	909656016	0.92
tpch_q14/duckdb:vortex-compact	853232905	816904459	1.04
tpch_q15/duckdb:vortex-compact	538839768	540948662	1.00
tpch_q16/duckdb:vortex-compact	447386016	437133217	1.02
tpch_q17/duckdb:vortex-compact	916042466	1028324373	0.89
tpch_q18/duckdb:vortex-compact	819091810	862646742	0.95
tpch_q19/duckdb:vortex-compact	727040777	722614510	1.01
tpch_q20/duckdb:vortex-compact	1146322517	1222470759	0.94
tpch_q21/duckdb:vortex-compact	1773920037	1702391851	1.04
tpch_q22/duckdb:vortex-compact	601968054	623734984	0.97

duckdb / parquet (0.976x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	814076542	818182918	0.99
tpch_q02/duckdb:parquet	1480687815	1529854516	0.97
tpch_q03/duckdb:parquet	1551734262	1730618110	0.90
tpch_q04/duckdb:parquet	924195925	1092112434	0.85
tpch_q05/duckdb:parquet	1984320352	2185587354	0.91
tpch_q06/duckdb:parquet	729275176	705980829	1.03
tpch_q07/duckdb:parquet	1760478776	1850027287	0.95
tpch_q08/duckdb:parquet	2532309295	2575618280	0.98
tpch_q09/duckdb:parquet	2490887974	2734560123	0.91
tpch_q10/duckdb:parquet	2933040039	3067853836	0.96
tpch_q11/duckdb:parquet	1057682422	1040785099	1.02
tpch_q12/duckdb:parquet	1025300831	1044243526	0.98
tpch_q13/duckdb:parquet	1180454699	1167748194	1.01
tpch_q14/duckdb:parquet	1172895293	1263984339	0.93
tpch_q15/duckdb:parquet	1012681940	932028232	1.09
tpch_q16/duckdb:parquet	911957888	955416558	0.95
tpch_q17/duckdb:parquet	1240126749	1214143845	1.02
tpch_q18/duckdb:parquet	1396117918	1378170185	1.01
tpch_q19/duckdb:parquet	1476672026	1483448226	1.00
tpch_q20/duckdb:parquet	1835096918	1821676136	1.01
tpch_q21/duckdb:parquet	1763346623	1726810821	1.02
tpch_q22/duckdb:parquet	1066585660	1033975409	1.03

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-9.7%	-5.9%	-4.1%	+44.2%	➖ noise
1	datafusion:vortex-file-compressed	+1.4%	-5.9%	+7.7%	+54.6%	➖ noise
1	duckdb:vortex-compact	+6.1%	-5.9%	+12.7%	+31.5%	➖ noise
1	duckdb:vortex-file-compressed	+8.0%	-5.9%	+14.7%	+30.6%	➖ noise
2	datafusion:vortex-compact	-12.0%	-16.1%	+4.9%	+41.5%	➖ noise
2	datafusion:vortex-file-compressed	+28.1%	-16.1%	+52.7%	+36.0%	🚨 regression
2	duckdb:vortex-compact	-4.5%	-16.1%	+13.8%	+33.9%	➖ noise
2	duckdb:vortex-file-compressed	-7.0%	-16.1%	+10.8%	+40.2%	➖ noise
3	datafusion:vortex-compact	+1.3%	-9.2%	+11.5%	+43.1%	➖ noise
3	datafusion:vortex-file-compressed	-2.0%	-9.2%	+7.9%	+50.8%	➖ noise
3	duckdb:vortex-compact	-6.4%	-9.2%	+3.1%	+39.2%	➖ noise
3	duckdb:vortex-file-compressed	-0.8%	-9.2%	+9.3%	+43.0%	➖ noise
4	datafusion:vortex-compact	+5.2%	-17.8%	+28.0%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	+1.5%	-17.8%	+23.6%	+30.0%	➖ noise
4	duckdb:vortex-compact	-3.6%	-17.8%	+17.3%	+33.1%	➖ noise
4	duckdb:vortex-file-compressed	+6.3%	-17.8%	+29.4%	+30.0%	➖ noise
5	datafusion:vortex-compact	+4.9%	-15.0%	+23.4%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-5.1%	-15.0%	+11.7%	+30.0%	➖ noise
5	duckdb:vortex-compact	-5.0%	-15.0%	+11.8%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+0.6%	-15.0%	+18.3%	+30.0%	➖ noise
6	datafusion:vortex-compact	+2.0%	-1.4%	+3.4%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	+10.8%	-1.4%	+12.4%	+30.0%	➖ noise
6	duckdb:vortex-compact	-0.6%	-1.4%	+0.8%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+8.5%	-1.4%	+10.0%	+30.0%	➖ noise
7	datafusion:vortex-compact	+3.8%	-1.1%	+5.0%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	+60.2%	-1.1%	+62.0%	+30.0%	🚨 regression
7	duckdb:vortex-compact	+4.1%	-1.1%	+5.2%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	-14.9%	-1.1%	-13.9%	+30.0%	➖ noise
8	datafusion:vortex-compact	-2.2%	+3.8%	-5.8%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+49.8%	+3.8%	+44.3%	+37.6%	🚨 regression
8	duckdb:vortex-compact	-11.4%	+3.8%	-14.6%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+10.3%	+3.8%	+6.3%	+30.0%	➖ noise
9	datafusion:vortex-compact	-1.6%	-9.6%	+8.8%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	+6.8%	-9.6%	+18.1%	+30.0%	➖ noise
9	duckdb:vortex-compact	+2.8%	-9.6%	+13.6%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	+8.1%	-9.6%	+19.5%	+30.0%	➖ noise
10	datafusion:vortex-compact	-3.4%	-4.6%	+1.3%	+30.0%	➖ noise
10	datafusion:vortex-file-compressed	-9.4%	-4.6%	-5.1%	+30.0%	➖ noise
10	duckdb:vortex-compact	-12.2%	-4.6%	-7.9%	+30.0%	➖ noise
10	duckdb:vortex-file-compressed	-2.3%	-4.6%	+2.5%	+30.0%	➖ noise
11	datafusion:vortex-compact	-1.2%	-16.6%	+18.4%	+30.0%	➖ noise
11	datafusion:vortex-file-compressed	+2.9%	-16.6%	+23.3%	+40.6%	➖ noise
11	duckdb:vortex-compact	-3.1%	-16.6%	+16.2%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	+6.4%	-16.6%	+27.5%	+30.0%	➖ noise
12	datafusion:vortex-compact	-16.1%	-9.3%	-7.5%	+32.1%	➖ noise
12	datafusion:vortex-file-compressed	-8.6%	-9.3%	+0.8%	+30.6%	➖ noise
12	duckdb:vortex-compact	-3.2%	-9.3%	+6.8%	+30.4%	➖ noise
12	duckdb:vortex-file-compressed	+6.1%	-9.3%	+17.0%	+33.4%	➖ noise
13	datafusion:vortex-compact	-19.4%	-6.6%	-13.8%	+31.8%	➖ noise
13	datafusion:vortex-file-compressed	-8.0%	-6.6%	-1.5%	+71.9%	➖ noise
13	duckdb:vortex-compact	-7.7%	-6.6%	-1.2%	+37.2%	➖ noise
13	duckdb:vortex-file-compressed	+1.3%	-6.6%	+8.4%	+38.2%	➖ noise
14	datafusion:vortex-compact	-24.2%	-3.1%	-21.8%	+39.5%	➖ noise
14	datafusion:vortex-file-compressed	-4.9%	-3.1%	-1.9%	+30.0%	➖ noise
14	duckdb:vortex-compact	+4.4%	-3.1%	+7.7%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	+3.9%	-3.1%	+7.1%	+30.0%	➖ noise
15	datafusion:vortex-compact	-8.2%	+3.1%	-11.0%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	+0.7%	+3.1%	-2.3%	+30.0%	➖ noise
15	duckdb:vortex-compact	-0.4%	+3.1%	-3.4%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	+7.0%	+3.1%	+3.7%	+30.0%	➖ noise
16	datafusion:vortex-compact	-0.4%	-4.2%	+3.9%	+30.0%	➖ noise
16	datafusion:vortex-file-compressed	-15.1%	-4.2%	-11.4%	+40.4%	➖ noise
16	duckdb:vortex-compact	+2.3%	-4.2%	+6.8%	+30.0%	➖ noise
16	duckdb:vortex-file-compressed	-14.4%	-4.2%	-10.7%	+30.0%	➖ noise
17	datafusion:vortex-compact	-1.3%	+1.9%	-3.1%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	+16.2%	+1.9%	+14.1%	+30.0%	➖ noise
17	duckdb:vortex-compact	-10.9%	+1.9%	-12.6%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	+3.4%	+1.9%	+1.5%	+30.0%	➖ noise
18	datafusion:vortex-compact	+7.9%	+2.8%	+5.0%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	-4.7%	+2.8%	-7.3%	+30.0%	➖ noise
18	duckdb:vortex-compact	-5.0%	+2.8%	-7.6%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	+11.0%	+2.8%	+8.0%	+31.3%	➖ noise
19	datafusion:vortex-compact	-9.9%	-4.6%	-5.5%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	-16.8%	-4.6%	-12.7%	+35.3%	➖ noise
19	duckdb:vortex-compact	+0.6%	-4.6%	+5.5%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	+8.7%	-4.6%	+13.9%	+30.0%	➖ noise
20	datafusion:vortex-compact	-3.4%	-5.2%	+1.9%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	-9.5%	-5.2%	-4.6%	+30.0%	➖ noise
20	duckdb:vortex-compact	-6.2%	-5.2%	-1.1%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	+7.5%	-5.2%	+13.4%	+30.0%	➖ noise
21	datafusion:vortex-compact	+1.9%	-7.8%	+10.5%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	-0.4%	-7.8%	+8.1%	+30.0%	➖ noise
21	duckdb:vortex-compact	+4.2%	-7.8%	+13.0%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	+1.6%	-7.8%	+10.2%	+30.0%	➖ noise
22	datafusion:vortex-compact	-8.5%	-5.4%	-3.3%	+30.0%	➖ noise
22	datafusion:vortex-file-compressed	-8.7%	-5.4%	-3.5%	+33.8%	➖ noise
22	duckdb:vortex-compact	-3.5%	-5.4%	+2.0%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	+9.6%	-5.4%	+15.8%	+30.0%	➖ noise

github-actions · 2026-04-28T14:09:07Z

Benchmarks: FineWeb S3

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +9.7%
Vortex (geomean): 0.980x ➖
Parquet (geomean): 0.893x ➖
Shifts: Parquet (control) -10.7% · Median polish -5.0%

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

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	34927931	30778944	1.13
fineweb_q01/datafusion:vortex-file-compressed	494132422	535886879	0.92
fineweb_q02/datafusion:vortex-file-compressed	494287868	556662240	0.89
fineweb_q03/datafusion:vortex-file-compressed	1368152868	1452089911	0.94
fineweb_q04/datafusion:vortex-file-compressed	1382060251	1397974178	0.99
fineweb_q05/datafusion:vortex-file-compressed	1362571093	1372744026	0.99
fineweb_q06/datafusion:vortex-file-compressed	1510307498	1643455664	0.92
fineweb_q07/datafusion:vortex-file-compressed	1363088267	1428054606	0.95
fineweb_q08/datafusion:vortex-file-compressed	522461998	571205943	0.91

datafusion / vortex-compact (0.975x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	33663062	39843490	0.84
fineweb_q01/datafusion:vortex-compact	777729632	649717458	1.20
fineweb_q02/datafusion:vortex-compact	719041643	590906819	1.22
fineweb_q03/datafusion:vortex-compact	1452528393	1509545603	0.96
fineweb_q04/datafusion:vortex-compact	1726266999	1908325589	0.90
fineweb_q05/datafusion:vortex-compact	1424568253	1571079703	0.91
fineweb_q06/datafusion:vortex-compact	1336782786	1394437968	0.96
fineweb_q07/datafusion:vortex-compact	1172984785	1282655540	0.91
fineweb_q08/datafusion:vortex-compact	384033289	410348272	0.94

datafusion / parquet (0.850x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1109747126	1320861094	0.84
fineweb_q01/datafusion:parquet	1764766497	1744856679	1.01
fineweb_q02/datafusion:parquet	1789262496	1975127080	0.91
fineweb_q03/datafusion:parquet	1791071785	2238143168	0.80
fineweb_q04/datafusion:parquet	1826948326	2210429084	0.83
fineweb_q05/datafusion:parquet	1677944581	2105785518	0.80
fineweb_q06/datafusion:parquet	1966197049	2344668614	0.84
fineweb_q07/datafusion:parquet	1590280781	1998258510	0.80
fineweb_q08/datafusion:parquet	1694663186	1974828420	0.86

duckdb / vortex-file-compressed (1.040x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	87447876	73725400	1.19
fineweb_q01/duckdb:vortex-file-compressed	623529961	691737122	0.90
fineweb_q02/duckdb:vortex-file-compressed	577916569	498336794	1.16
fineweb_q03/duckdb:vortex-file-compressed	1508094350	1568959248	0.96
fineweb_q04/duckdb:vortex-file-compressed	1524912205	1502236597	1.02
fineweb_q05/duckdb:vortex-file-compressed	1536750209	1437393415	1.07
fineweb_q06/duckdb:vortex-file-compressed	1644968117	1658037712	0.99
fineweb_q07/duckdb:vortex-file-compressed	1507772878	1450225773	1.04
fineweb_q08/duckdb:vortex-file-compressed	672371954	632587110	1.06

duckdb / vortex-compact (0.948x ➖, 1↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact 🚀	54003873	86899328	0.62
fineweb_q01/duckdb:vortex-compact	551860139	586965162	0.94
fineweb_q02/duckdb:vortex-compact	586330155	604836955	0.97
fineweb_q03/duckdb:vortex-compact	1764204472	1679430668	1.05
fineweb_q04/duckdb:vortex-compact	1809113555	1848194863	0.98
fineweb_q05/duckdb:vortex-compact	1540116303	1751705860	0.88
fineweb_q06/duckdb:vortex-compact	1549555657	1451562920	1.07
fineweb_q07/duckdb:vortex-compact	1468213191	1412461473	1.04
fineweb_q08/duckdb:vortex-compact	471079992	431272048	1.09

duckdb / parquet (0.938x ➖, 0↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1071091410	1263634623	0.85
fineweb_q01/duckdb:parquet	1338322032	1436503763	0.93
fineweb_q02/duckdb:parquet	1310424126	1466942776	0.89
fineweb_q03/duckdb:parquet	3688316475	4004347793	0.92
fineweb_q04/duckdb:parquet	1956072936	1958015577	1.00
fineweb_q05/duckdb:parquet	2084708273	2178045469	0.96
fineweb_q06/duckdb:parquet	4316063893	4478185504	0.96
fineweb_q07/duckdb:parquet	2646995827	2743544222	0.96
fineweb_q08/duckdb:parquet	1125547506	1157276564	0.97

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-15.5%	-15.6%	+0.1%	+207.9%	➖ noise
0	datafusion:vortex-file-compressed	+13.5%	-15.6%	+34.5%	+203.5%	➖ noise
0	duckdb:vortex-compact	-37.9%	-15.6%	-26.4%	+100.5%	➖ noise
0	duckdb:vortex-file-compressed	+18.6%	-15.6%	+40.6%	+52.1%	➖ noise
1	datafusion:vortex-compact	+19.7%	-2.9%	+23.3%	+61.0%	➖ noise
1	datafusion:vortex-file-compressed	-7.8%	-2.9%	-5.0%	+80.2%	➖ noise
1	duckdb:vortex-compact	-6.0%	-2.9%	-3.1%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	-9.9%	-2.9%	-7.1%	+31.9%	➖ noise
2	datafusion:vortex-compact	+21.7%	-10.0%	+35.3%	+38.9%	➖ noise
2	datafusion:vortex-file-compressed	-11.2%	-10.0%	-1.3%	+58.9%	➖ noise
2	duckdb:vortex-compact	-3.1%	-10.0%	+7.8%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	+16.0%	-10.0%	+28.9%	+30.0%	➖ noise
3	datafusion:vortex-compact	-3.8%	-14.1%	+12.1%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	-5.8%	-14.1%	+9.7%	+30.0%	➖ noise
3	duckdb:vortex-compact	+5.0%	-14.1%	+22.4%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	-3.9%	-14.1%	+12.0%	+30.0%	➖ noise
4	datafusion:vortex-compact	-9.5%	-9.1%	-0.4%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	-1.1%	-9.1%	+8.8%	+30.0%	➖ noise
4	duckdb:vortex-compact	-2.1%	-9.1%	+7.7%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+1.5%	-9.1%	+11.7%	+30.0%	➖ noise
5	datafusion:vortex-compact	-9.3%	-12.7%	+3.8%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-0.7%	-12.7%	+13.7%	+30.0%	➖ noise
5	duckdb:vortex-compact	-12.1%	-12.7%	+0.7%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+6.9%	-12.7%	+22.4%	+30.0%	➖ noise
6	datafusion:vortex-compact	-4.1%	-10.1%	+6.6%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-8.1%	-10.1%	+2.2%	+31.4%	➖ noise
6	duckdb:vortex-compact	+6.8%	-10.1%	+18.7%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-0.8%	-10.1%	+10.4%	+30.0%	➖ noise
7	datafusion:vortex-compact	-8.6%	-12.4%	+4.4%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-4.5%	-12.4%	+8.9%	+30.0%	➖ noise
7	duckdb:vortex-compact	+3.9%	-12.4%	+18.6%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+4.0%	-12.4%	+18.7%	+30.0%	➖ noise
8	datafusion:vortex-compact	-6.4%	-8.6%	+2.4%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	-8.5%	-8.6%	+0.1%	+30.0%	➖ noise
8	duckdb:vortex-compact	+9.2%	-8.6%	+19.6%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+6.3%	-8.6%	+16.3%	+30.0%	➖ noise

github-actions · 2026-04-28T14:10:19Z

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.0%
Vortex (geomean): 0.977x ➖
Parquet (geomean): 0.982x ➖
Shifts: Parquet (control) -1.8% · Median polish -1.7%

datafusion / vortex-file-compressed (0.976x ➖, 1↑ 1↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed 🚨	2026963	1761018	1.15
clickbench_q01/datafusion:vortex-file-compressed	19004451	19674376	0.97
clickbench_q02/datafusion:vortex-file-compressed	37170058	39317247	0.95
clickbench_q03/datafusion:vortex-file-compressed 🚀	41536121	46260954	0.90
clickbench_q04/datafusion:vortex-file-compressed	288721826	297565477	0.97
clickbench_q05/datafusion:vortex-file-compressed	298724769	314627852	0.95
clickbench_q06/datafusion:vortex-file-compressed	1646634	1642898	1.00
clickbench_q07/datafusion:vortex-file-compressed	22639538	23296485	0.97
clickbench_q08/datafusion:vortex-file-compressed	358456795	359248293	1.00
clickbench_q09/datafusion:vortex-file-compressed	546294421	589313920	0.93
clickbench_q10/datafusion:vortex-file-compressed	74058415	75362023	0.98
clickbench_q11/datafusion:vortex-file-compressed	86917208	92539381	0.94
clickbench_q12/datafusion:vortex-file-compressed	262421729	261634234	1.00
clickbench_q13/datafusion:vortex-file-compressed	409833800	416856524	0.98
clickbench_q14/datafusion:vortex-file-compressed	250027722	261846735	0.95
clickbench_q15/datafusion:vortex-file-compressed	334597790	327980986	1.02
clickbench_q16/datafusion:vortex-file-compressed	637932936	647884007	0.98
clickbench_q17/datafusion:vortex-file-compressed	632041506	645403177	0.98
clickbench_q18/datafusion:vortex-file-compressed	1273832762	1310088980	0.97
clickbench_q19/datafusion:vortex-file-compressed	30693392	30142998	1.02
clickbench_q20/datafusion:vortex-file-compressed	342509675	342113017	1.00
clickbench_q21/datafusion:vortex-file-compressed	367076597	368952998	0.99
clickbench_q22/datafusion:vortex-file-compressed	444706102	457753534	0.97
clickbench_q23/datafusion:vortex-file-compressed	691124397	676050756	1.02
clickbench_q24/datafusion:vortex-file-compressed	45018660	48722633	0.92
clickbench_q25/datafusion:vortex-file-compressed	69650191	71810564	0.97
clickbench_q26/datafusion:vortex-file-compressed	46794495	47265040	0.99
clickbench_q27/datafusion:vortex-file-compressed	702453150	729685970	0.96
clickbench_q28/datafusion:vortex-file-compressed	6734806905	6870266429	0.98
clickbench_q29/datafusion:vortex-file-compressed	238751139	242613026	0.98
clickbench_q30/datafusion:vortex-file-compressed	218295307	225884684	0.97
clickbench_q31/datafusion:vortex-file-compressed	254818473	266689917	0.96
clickbench_q32/datafusion:vortex-file-compressed	1097468662	1145368683	0.96
clickbench_q33/datafusion:vortex-file-compressed	1278567963	1321642790	0.97
clickbench_q34/datafusion:vortex-file-compressed	1260995905	1298136869	0.97
clickbench_q35/datafusion:vortex-file-compressed	439826876	450823656	0.98
clickbench_q36/datafusion:vortex-file-compressed	69004917	73132817	0.94
clickbench_q37/datafusion:vortex-file-compressed	35210785	35847122	0.98
clickbench_q38/datafusion:vortex-file-compressed	19073767	19277026	0.99
clickbench_q39/datafusion:vortex-file-compressed	126088528	133264535	0.95
clickbench_q40/datafusion:vortex-file-compressed	15837118	16399969	0.97
clickbench_q41/datafusion:vortex-file-compressed	15070043	15748664	0.96
clickbench_q42/datafusion:vortex-file-compressed	17625165	17681517	1.00

datafusion / parquet (0.969x ➖, 2↑ 0↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet	1523924	1549307	0.98
clickbench_q01/datafusion:parquet 🚀	18035946	20387335	0.88
clickbench_q02/datafusion:parquet	46364871	48717827	0.95
clickbench_q03/datafusion:parquet	38122622	37281195	1.02
clickbench_q04/datafusion:parquet	293384055	300002685	0.98
clickbench_q05/datafusion:parquet	357257904	349581787	1.02
clickbench_q06/datafusion:parquet	1556982	1585059	0.98
clickbench_q07/datafusion:parquet	22173805	22034714	1.01
clickbench_q08/datafusion:parquet	359341611	366993117	0.98
clickbench_q09/datafusion:parquet	605461663	616937108	0.98
clickbench_q10/datafusion:parquet	107823495	112572885	0.96
clickbench_q11/datafusion:parquet	135472126	135908990	1.00
clickbench_q12/datafusion:parquet	343494942	345647674	0.99
clickbench_q13/datafusion:parquet	480039707	505877011	0.95
clickbench_q14/datafusion:parquet	347378116	346513744	1.00
clickbench_q15/datafusion:parquet	331203369	337703302	0.98
clickbench_q16/datafusion:parquet	644528390	664386334	0.97
clickbench_q17/datafusion:parquet	640299670	663741069	0.96
clickbench_q18/datafusion:parquet	1290534266	1354438060	0.95
clickbench_q19/datafusion:parquet	28730519	29904574	0.96
clickbench_q20/datafusion:parquet	609071813	609448805	1.00
clickbench_q21/datafusion:parquet	656448331	670645201	0.98
clickbench_q22/datafusion:parquet	973290485	993856458	0.98
clickbench_q23/datafusion:parquet	3701386930	3751379875	0.99
clickbench_q24/datafusion:parquet 🚀	81231036	90332682	0.90
clickbench_q25/datafusion:parquet	136946391	138273493	0.99
clickbench_q26/datafusion:parquet	87494885	85901672	1.02
clickbench_q27/datafusion:parquet	1025269218	1077700153	0.95
clickbench_q28/datafusion:parquet	6479286156	6773764837	0.96
clickbench_q29/datafusion:parquet	229541802	240943671	0.95
clickbench_q30/datafusion:parquet	322695836	342638362	0.94
clickbench_q31/datafusion:parquet	355681734	372477975	0.95
clickbench_q32/datafusion:parquet	1146656013	1225728645	0.94
clickbench_q33/datafusion:parquet	1465138794	1513722729	0.97
clickbench_q34/datafusion:parquet	1461510541	1502049612	0.97
clickbench_q35/datafusion:parquet	457677161	472906484	0.97
clickbench_q36/datafusion:parquet	138727335	143675727	0.97
clickbench_q37/datafusion:parquet	54739430	57331115	0.95
clickbench_q38/datafusion:parquet	83318541	86364491	0.96
clickbench_q39/datafusion:parquet	256778177	261774295	0.98
clickbench_q40/datafusion:parquet	29337433	30601131	0.96
clickbench_q41/datafusion:parquet	27112564	28182362	0.96
clickbench_q42/datafusion:parquet	28899161	30766831	0.94

duckdb / vortex-file-compressed (0.978x ➖, 4↑ 2↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed	5803082	6080378	0.95
clickbench_q01/duckdb:vortex-file-compressed	13464997	13844532	0.97
clickbench_q02/duckdb:vortex-file-compressed	25067003	26500844	0.95
clickbench_q03/duckdb:vortex-file-compressed	29430412	29455755	1.00
clickbench_q04/duckdb:vortex-file-compressed	180287891	182260750	0.99
clickbench_q05/duckdb:vortex-file-compressed	167474545	173585852	0.96
clickbench_q06/duckdb:vortex-file-compressed	18328910	18737426	0.98
clickbench_q07/duckdb:vortex-file-compressed	15208193	15244386	1.00
clickbench_q08/duckdb:vortex-file-compressed	260292685	258440883	1.01
clickbench_q09/duckdb:vortex-file-compressed	338440573	335778702	1.01
clickbench_q10/duckdb:vortex-file-compressed	67299097	68768473	0.98
clickbench_q11/duckdb:vortex-file-compressed	77352109	77602011	1.00
clickbench_q12/duckdb:vortex-file-compressed	193587379	203258748	0.95
clickbench_q13/duckdb:vortex-file-compressed	400250603	409240350	0.98
clickbench_q14/duckdb:vortex-file-compressed	221791161	240851903	0.92
clickbench_q15/duckdb:vortex-file-compressed	242720083	240869799	1.01
clickbench_q16/duckdb:vortex-file-compressed	577730903	582651795	0.99
clickbench_q17/duckdb:vortex-file-compressed	463978937	474152011	0.98
clickbench_q18/duckdb:vortex-file-compressed	977341674	989161046	0.99
clickbench_q19/duckdb:vortex-file-compressed	20318105	21337621	0.95
clickbench_q20/duckdb:vortex-file-compressed	313816822	340582715	0.92
clickbench_q21/duckdb:vortex-file-compressed	363193374	361922364	1.00
clickbench_q22/duckdb:vortex-file-compressed 🚨	601067286	501991465	1.20
clickbench_q23/duckdb:vortex-file-compressed 🚨	876147270	736844746	1.19
clickbench_q24/duckdb:vortex-file-compressed	40888149	41175604	0.99
clickbench_q25/duckdb:vortex-file-compressed	78557340	77344285	1.02
clickbench_q26/duckdb:vortex-file-compressed	48866990	45374675	1.08
clickbench_q27/duckdb:vortex-file-compressed	467639185	475689948	0.98
clickbench_q28/duckdb:vortex-file-compressed	2953712239	2972398311	0.99
clickbench_q29/duckdb:vortex-file-compressed 🚀	27495859	31288931	0.88
clickbench_q30/duckdb:vortex-file-compressed	186343385	190220216	0.98
clickbench_q31/duckdb:vortex-file-compressed	275246269	283697461	0.97
clickbench_q32/duckdb:vortex-file-compressed	1237303554	1227156205	1.01
clickbench_q33/duckdb:vortex-file-compressed	1135285146	1180630616	0.96
clickbench_q34/duckdb:vortex-file-compressed	1212824992	1274331510	0.95
clickbench_q35/duckdb:vortex-file-compressed	374591791	384590071	0.97
clickbench_q36/duckdb:vortex-file-compressed	28023848	28450275	0.99
clickbench_q37/duckdb:vortex-file-compressed	21207730	21763022	0.97
clickbench_q38/duckdb:vortex-file-compressed	21432217	23253352	0.92
clickbench_q39/duckdb:vortex-file-compressed	41096082	40925035	1.00
clickbench_q40/duckdb:vortex-file-compressed 🚀	20248308	23795284	0.85
clickbench_q41/duckdb:vortex-file-compressed 🚀	19069434	21845559	0.87
clickbench_q42/duckdb:vortex-file-compressed 🚀	20819958	23499328	0.89

duckdb / parquet (0.995x ➖, 1↑ 1↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	25142101	24368929	1.03
clickbench_q01/duckdb:parquet	27669053	27476441	1.01
clickbench_q02/duckdb:parquet	48599629	48571702	1.00
clickbench_q03/duckdb:parquet	37990847	38197725	0.99
clickbench_q04/duckdb:parquet	200920020	205852538	0.98
clickbench_q05/duckdb:parquet	261094474	265629832	0.98
clickbench_q06/duckdb:parquet	45646343	45803401	1.00
clickbench_q07/duckdb:parquet	29562977	29255373	1.01
clickbench_q08/duckdb:parquet	263010974	267666710	0.98
clickbench_q09/duckdb:parquet	392562558	397739192	0.99
clickbench_q10/duckdb:parquet	81352521	79441778	1.02
clickbench_q11/duckdb:parquet	97546794	99961307	0.98
clickbench_q12/duckdb:parquet	276419650	294257894	0.94
clickbench_q13/duckdb:parquet	487175920	487099575	1.00
clickbench_q14/duckdb:parquet	328332180	329170160	1.00
clickbench_q15/duckdb:parquet	254352919	258538764	0.98
clickbench_q16/duckdb:parquet	640118973	652950139	0.98
clickbench_q17/duckdb:parquet	534738082	538199021	0.99
clickbench_q18/duckdb:parquet	1098240147	1080775765	1.02
clickbench_q19/duckdb:parquet	26783285	25895468	1.03
clickbench_q20/duckdb:parquet	426524362	426727599	1.00
clickbench_q21/duckdb:parquet	543585870	548341605	0.99
clickbench_q22/duckdb:parquet	926107880	942343026	0.98
clickbench_q23/duckdb:parquet	306753593	315940820	0.97
clickbench_q24/duckdb:parquet	68990647	68721576	1.00
clickbench_q25/duckdb:parquet	156542794	157373735	0.99
clickbench_q26/duckdb:parquet	47712158	50909086	0.94
clickbench_q27/duckdb:parquet	639445293	643497414	0.99
clickbench_q28/duckdb:parquet	4809478843	4841928119	0.99
clickbench_q29/duckdb:parquet	40720334	40367744	1.01
clickbench_q30/duckdb:parquet	298627526	304268136	0.98
clickbench_q31/duckdb:parquet	358172739	365807174	0.98
clickbench_q32/duckdb:parquet	1181822894	1200517226	0.98
clickbench_q33/duckdb:parquet	1245405977	1303698337	0.96
clickbench_q34/duckdb:parquet	1274709151	1325130825	0.96
clickbench_q35/duckdb:parquet	364361094	364117297	1.00
clickbench_q36/duckdb:parquet	45721094	48573172	0.94
clickbench_q37/duckdb:parquet	33279277	31973949	1.04
clickbench_q38/duckdb:parquet	35266316	33010305	1.07
clickbench_q39/duckdb:parquet 🚨	88996180	74483331	1.19
clickbench_q40/duckdb:parquet 🚀	17057115	19698806	0.87
clickbench_q41/duckdb:parquet	18379296	18151289	1.01
clickbench_q42/duckdb:parquet	21670007	21022669	1.03

duckdb / duckdb (0.990x ➖, 1↑ 1↓)

name	PR `3b16c6c` (ns)	base `140eec6` (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb	18385896	17513657	1.05
clickbench_q01/duckdb:duckdb	32592585	32435535	1.00
clickbench_q02/duckdb:duckdb	44822516	45690158	0.98
clickbench_q03/duckdb:duckdb	47147795	47941055	0.98
clickbench_q04/duckdb:duckdb	189137232	188845578	1.00
clickbench_q05/duckdb:duckdb	265668240	269290875	0.99
clickbench_q06/duckdb:duckdb 🚀	28774404	35947575	0.80
clickbench_q07/duckdb:duckdb	34878874	35817798	0.97
clickbench_q08/duckdb:duckdb	250007321	250746449	1.00
clickbench_q09/duckdb:duckdb	370598045	370596894	1.00
clickbench_q10/duckdb:duckdb	99690587	98602048	1.01
clickbench_q11/duckdb:duckdb	107601905	107385706	1.00
clickbench_q12/duckdb:duckdb	240079686	238384532	1.01
clickbench_q13/duckdb:duckdb	467763704	469105154	1.00
clickbench_q14/duckdb:duckdb	276295776	276850344	1.00
clickbench_q15/duckdb:duckdb	218671326	220527129	0.99
clickbench_q16/duckdb:duckdb	648584626	658188910	0.99
clickbench_q17/duckdb:duckdb	555315584	548004680	1.01
clickbench_q18/duckdb:duckdb	1248319777	1235480827	1.01
clickbench_q19/duckdb:duckdb	34202153	34804087	0.98
clickbench_q20/duckdb:duckdb 🚨	938909423	851183023	1.10
clickbench_q21/duckdb:duckdb	983009733	962073488	1.02
clickbench_q22/duckdb:duckdb	1059160883	1125855230	0.94
clickbench_q23/duckdb:duckdb	256441598	265643881	0.97
clickbench_q24/duckdb:duckdb	61130872	61839156	0.99
clickbench_q25/duckdb:duckdb	142955340	144126244	0.99
clickbench_q26/duckdb:duckdb	60615782	62391926	0.97
clickbench_q27/duckdb:duckdb	964684978	962524492	1.00
clickbench_q28/duckdb:duckdb	4579261382	4665309755	0.98
clickbench_q29/duckdb:duckdb	47730403	49257220	0.97
clickbench_q30/duckdb:duckdb	263680257	265847788	0.99
clickbench_q31/duckdb:duckdb	459459681	438841485	1.05
clickbench_q32/duckdb:duckdb	1534844581	1412292213	1.09
clickbench_q33/duckdb:duckdb	2071551622	1959662270	1.06
clickbench_q34/duckdb:duckdb	2066585119	2173652674	0.95
clickbench_q35/duckdb:duckdb	284802518	281789885	1.01
clickbench_q36/duckdb:duckdb	41050982	42669458	0.96
clickbench_q37/duckdb:duckdb	30819725	31556696	0.98
clickbench_q38/duckdb:duckdb	31009979	31676421	0.98
clickbench_q39/duckdb:duckdb	65176238	71120594	0.92
clickbench_q40/duckdb:duckdb	30819897	32125771	0.96
clickbench_q41/duckdb:duckdb	29849975	30144727	0.99
clickbench_q42/duckdb:duckdb	31441063	31802068	0.99

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	+15.1%	+0.7%	+14.3%	+741.7%	➖ noise
0	duckdb:duckdb	+5.0%	+0.7%	+4.2%	+290.6%	➖ noise
0	duckdb:vortex-file-compressed	-4.6%	+0.7%	-5.3%	+490.4%	➖ noise
1	datafusion:vortex-file-compressed	-3.4%	-5.6%	+2.3%	+23.6%	➖ noise
1	duckdb:duckdb	+0.5%	-5.6%	+6.5%	+59.1%	➖ noise
1	duckdb:vortex-file-compressed	-2.7%	-5.6%	+3.0%	+24.3%	➖ noise
2	datafusion:vortex-file-compressed	-5.5%	-2.4%	-3.1%	+12.5%	➖ noise
2	duckdb:duckdb	-1.9%	-2.4%	+0.5%	+18.7%	➖ noise
2	duckdb:vortex-file-compressed	-5.4%	-2.4%	-3.1%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-10.2%	+0.8%	-11.0%	+139.8%	➖ noise
3	duckdb:duckdb	-1.7%	+0.8%	-2.5%	+38.8%	➖ noise
3	duckdb:vortex-file-compressed	-0.1%	+0.8%	-0.9%	+41.1%	➖ noise
4	datafusion:vortex-file-compressed	-3.0%	-2.3%	-0.7%	+10.0%	➖ noise
4	duckdb:duckdb	+0.2%	-2.3%	+2.5%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-1.1%	-2.3%	+1.2%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-5.1%	+0.2%	-5.3%	+10.0%	➖ noise
5	duckdb:duckdb	-1.3%	+0.2%	-1.6%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-3.5%	+0.2%	-3.7%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+0.2%	-1.1%	+1.3%	+42.0%	➖ noise
6	duckdb:duckdb	-20.0%	-1.1%	-19.1%	+28.6%	➖ noise
6	duckdb:vortex-file-compressed	-2.2%	-1.1%	-1.1%	+20.0%	➖ noise
7	datafusion:vortex-file-compressed	-2.8%	+0.8%	-3.6%	+12.7%	➖ noise
7	duckdb:duckdb	-2.6%	+0.8%	-3.4%	+11.0%	➖ noise
7	duckdb:vortex-file-compressed	-0.2%	+0.8%	-1.1%	+10.4%	➖ noise
8	datafusion:vortex-file-compressed	-0.2%	-1.9%	+1.7%	+10.0%	➖ noise
8	duckdb:duckdb	-0.3%	-1.9%	+1.6%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+0.7%	-1.9%	+2.7%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-7.3%	-1.6%	-5.8%	+10.0%	➖ noise
9	duckdb:duckdb	+0.0%	-1.6%	+1.6%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+0.8%	-1.6%	+2.4%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-1.7%	-1.0%	-0.8%	+10.0%	➖ noise
10	duckdb:duckdb	+1.1%	-1.0%	+2.1%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-2.1%	-1.0%	-1.2%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-6.1%	-1.4%	-4.8%	+10.0%	➖ noise
11	duckdb:duckdb	+0.2%	-1.4%	+1.6%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-0.3%	-1.4%	+1.1%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	+0.3%	-3.4%	+3.8%	+10.0%	➖ noise
12	duckdb:duckdb	+0.7%	-3.4%	+4.2%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-4.8%	-3.4%	-1.4%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-1.7%	-2.6%	+0.9%	+10.0%	➖ noise
13	duckdb:duckdb	-0.3%	-2.6%	+2.4%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-2.2%	-2.6%	+0.4%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-4.5%	-0.0%	-4.5%	+10.0%	➖ noise
14	duckdb:duckdb	-0.2%	-0.0%	-0.2%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-7.9%	-0.0%	-7.9%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+2.0%	-1.8%	+3.9%	+10.0%	➖ noise
15	duckdb:duckdb	-0.8%	-1.8%	+0.9%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+0.8%	-1.8%	+2.6%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-1.5%	-2.5%	+1.0%	+10.0%	➖ noise
16	duckdb:duckdb	-1.5%	-2.5%	+1.0%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-0.8%	-2.5%	+1.7%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-2.1%	-2.1%	+0.0%	+10.0%	➖ noise
17	duckdb:duckdb	+1.3%	-2.1%	+3.5%	+10.1%	➖ noise
17	duckdb:vortex-file-compressed	-2.1%	-2.1%	-0.0%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-2.8%	-1.6%	-1.2%	+10.0%	➖ noise
18	duckdb:duckdb	+1.0%	-1.6%	+2.7%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-1.2%	-1.6%	+0.4%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+1.8%	-0.3%	+2.1%	+27.7%	➖ noise
19	duckdb:duckdb	-1.7%	-0.3%	-1.4%	+17.9%	➖ noise
19	duckdb:vortex-file-compressed	-4.8%	-0.3%	-4.5%	+18.6%	➖ noise
20	datafusion:vortex-file-compressed	+0.1%	-0.1%	+0.2%	+205.6%	➖ noise
20	duckdb:duckdb	+10.3%	-0.1%	+10.4%	+29.2%	➖ noise
20	duckdb:vortex-file-compressed	-7.9%	-0.1%	-7.8%	+43.2%	➖ noise
21	datafusion:vortex-file-compressed	-0.5%	-1.5%	+1.0%	+10.0%	➖ noise
21	duckdb:duckdb	+2.2%	-1.5%	+3.7%	+11.6%	➖ noise
21	duckdb:vortex-file-compressed	+0.4%	-1.5%	+1.9%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	-2.9%	-1.9%	-1.0%	+14.7%	➖ noise
22	duckdb:duckdb	-5.9%	-1.9%	-4.1%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	+19.7%	-1.9%	+22.1%	+18.8%	🚨 regression
23	datafusion:vortex-file-compressed	+2.2%	-2.1%	+4.4%	+47.6%	➖ noise
23	duckdb:duckdb	-3.5%	-2.1%	-1.4%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	+18.9%	-2.1%	+21.5%	+60.5%	➖ noise
24	datafusion:vortex-file-compressed	-7.6%	-5.0%	-2.8%	+13.4%	➖ noise
24	duckdb:duckdb	-1.1%	-5.0%	+4.0%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	-0.7%	-5.0%	+4.5%	+25.0%	➖ noise
25	datafusion:vortex-file-compressed	-3.0%	-0.7%	-2.3%	+10.0%	➖ noise
25	duckdb:duckdb	-0.8%	-0.7%	-0.1%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	+1.6%	-0.7%	+2.3%	+10.0%	➖ noise
26	datafusion:vortex-file-compressed	-1.0%	-2.3%	+1.3%	+10.0%	➖ noise
26	duckdb:duckdb	-2.8%	-2.3%	-0.6%	+13.9%	➖ noise
26	duckdb:vortex-file-compressed	+7.7%	-2.3%	+10.2%	+24.2%	➖ noise
27	datafusion:vortex-file-compressed	-3.7%	-2.8%	-1.0%	+10.0%	➖ noise
27	duckdb:duckdb	+0.2%	-2.8%	+3.1%	+10.0%	➖ noise
27	duckdb:vortex-file-compressed	-1.7%	-2.8%	+1.1%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	-2.0%	-2.5%	+0.6%	+10.0%	➖ noise
28	duckdb:duckdb	-1.8%	-2.5%	+0.7%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	-0.6%	-2.5%	+1.9%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	-1.6%	-2.0%	+0.4%	+10.0%	➖ noise
29	duckdb:duckdb	-3.1%	-2.0%	-1.2%	+10.6%	➖ noise
29	duckdb:vortex-file-compressed	-12.1%	-2.0%	-10.4%	+24.1%	➖ noise
30	datafusion:vortex-file-compressed	-3.4%	-3.9%	+0.5%	+10.0%	➖ noise
30	duckdb:duckdb	-0.8%	-3.9%	+3.2%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	-2.0%	-3.9%	+1.9%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	-4.5%	-3.3%	-1.2%	+10.0%	➖ noise
31	duckdb:duckdb	+4.7%	-3.3%	+8.3%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	-3.0%	-3.3%	+0.3%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	-4.2%	-4.0%	-0.2%	+10.0%	➖ noise
32	duckdb:duckdb	+8.7%	-4.0%	+13.2%	+10.0%	🚨 regression
32	duckdb:vortex-file-compressed	+0.8%	-4.0%	+5.1%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	-3.3%	-3.8%	+0.6%	+10.0%	➖ noise
33	duckdb:duckdb	+5.7%	-3.8%	+9.9%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	-3.8%	-3.8%	+0.0%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	-2.9%	-3.3%	+0.4%	+10.0%	➖ noise
34	duckdb:duckdb	-4.9%	-3.3%	-1.7%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	-4.8%	-3.3%	-1.6%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	-2.4%	-1.6%	-0.9%	+10.0%	➖ noise
35	duckdb:duckdb	+1.1%	-1.6%	+2.7%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	-2.6%	-1.6%	-1.0%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	-5.6%	-4.7%	-1.0%	+10.0%	➖ noise
36	duckdb:duckdb	-3.8%	-4.7%	+0.9%	+11.4%	➖ noise
36	duckdb:vortex-file-compressed	-1.5%	-4.7%	+3.3%	+10.0%	➖ noise
37	datafusion:vortex-file-compressed	-1.8%	-0.3%	-1.5%	+10.0%	➖ noise
37	duckdb:duckdb	-2.3%	-0.3%	-2.0%	+10.0%	➖ noise
37	duckdb:vortex-file-compressed	-2.6%	-0.3%	-2.2%	+11.5%	➖ noise
38	datafusion:vortex-file-compressed	-1.1%	+1.5%	-2.5%	+10.9%	➖ noise
38	duckdb:duckdb	-2.1%	+1.5%	-3.6%	+10.0%	➖ noise
38	duckdb:vortex-file-compressed	-7.8%	+1.5%	-9.2%	+10.9%	➖ noise
39	datafusion:vortex-file-compressed	-5.4%	+8.3%	-12.6%	+10.0%	✅ faster
39	duckdb:duckdb	-8.4%	+8.3%	-15.4%	+14.1%	✅ faster
39	duckdb:vortex-file-compressed	+0.4%	+8.3%	-7.2%	+12.1%	➖ noise
40	datafusion:vortex-file-compressed	-3.4%	-8.9%	+6.0%	+10.0%	➖ noise
40	duckdb:duckdb	-4.1%	-8.9%	+5.3%	+10.2%	➖ noise
40	duckdb:vortex-file-compressed	-14.9%	-8.9%	-6.6%	+11.2%	➖ noise
41	datafusion:vortex-file-compressed	-4.3%	-1.3%	-3.0%	+10.0%	➖ noise
41	duckdb:duckdb	-1.0%	-1.3%	+0.3%	+12.2%	➖ noise
41	duckdb:vortex-file-compressed	-12.7%	-1.3%	-11.6%	+10.7%	✅ faster
42	datafusion:vortex-file-compressed	-0.3%	-1.6%	+1.3%	+10.0%	➖ noise
42	duckdb:duckdb	-1.1%	-1.6%	+0.5%	+10.1%	➖ noise
42	duckdb:vortex-file-compressed	-11.4%	-1.6%	-10.0%	+15.1%	➖ noise

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

github-actions · 2026-04-28T14:33:41Z

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	`3b16c6c`		1	Explore Profiling Data

Previous Runs (2)

Status	Commit	Job	Attempt	Link
🟢 Done	`d3d43a0`		1	Explore Profiling Data
🟢 Done	`f8096d6`		1	Explore Profiling Data

Powered by Polar Signals Cloud

github-actions · 2026-04-28T14:36:11Z

File Sizes: PolarSignals Profiling

No file size changes detected.

github-actions · 2026-04-28T14:37:12Z

File Sizes: FineWeb NVMe

No file size changes detected.

github-actions · 2026-04-28T14:38:09Z

File Sizes: TPC-H SF=1 on NVME

File Size Changes (195 files changed, -98.4% overall, 0↑ 195↓)

File	Scale	Format	Base	Change	%
lineitem_67.vortex	100	vortex-file-compressed	148.84 MB	148.84 MB	-100.0%
lineitem_26.vortex	100	vortex-file-compressed	148.11 MB	148.11 MB	-100.0%
lineitem_60.vortex	100	vortex-file-compressed	148.62 MB	148.62 MB	-100.0%
lineitem_25.vortex	100	vortex-file-compressed	148.52 MB	148.52 MB	-100.0%
lineitem_31.vortex	100	vortex-file-compressed	148.50 MB	148.50 MB	-100.0%
lineitem_44.vortex	100	vortex-file-compressed	147.91 MB	147.91 MB	-100.0%
lineitem_88.vortex	100	vortex-file-compressed	148.71 MB	148.71 MB	-100.0%
lineitem_68.vortex	100	vortex-file-compressed	148.03 MB	148.03 MB	-100.0%
lineitem_47.vortex	100	vortex-file-compressed	148.26 MB	148.26 MB	-100.0%
orders_21.vortex	100	vortex-file-compressed	179.89 MB	179.89 MB	-100.0%
lineitem_100.vortex	100	vortex-file-compressed	148.11 MB	148.11 MB	-100.0%
lineitem_64.vortex	100	vortex-file-compressed	147.72 MB	147.72 MB	-100.0%
nation_0.vortex	100	vortex-file-compressed	10.97 KB	10.97 KB	-100.0%
partsupp_1.vortex	100	vortex-file-compressed	191.69 MB	191.69 MB	-100.0%
part_9.vortex	100	vortex-file-compressed	28.41 MB	28.41 MB	-100.0%
lineitem_37.vortex	100	vortex-file-compressed	147.47 MB	147.47 MB	-100.0%
lineitem_103.vortex	100	vortex-file-compressed	148.37 MB	148.37 MB	-100.0%
lineitem_78.vortex	100	vortex-file-compressed	147.35 MB	147.35 MB	-100.0%
lineitem_36.vortex	100	vortex-file-compressed	147.64 MB	147.64 MB	-100.0%
lineitem_18.vortex	100	vortex-file-compressed	147.55 MB	147.55 MB	-100.0%
lineitem_97.vortex	100	vortex-file-compressed	148.10 MB	148.10 MB	-100.0%
lineitem_13.vortex	100	vortex-file-compressed	148.26 MB	148.26 MB	-100.0%
lineitem_66.vortex	100	vortex-file-compressed	148.09 MB	148.09 MB	-100.0%
lineitem_99.vortex	100	vortex-file-compressed	147.26 MB	147.26 MB	-100.0%
lineitem_10.vortex	100	vortex-file-compressed	148.35 MB	148.35 MB	-100.0%
lineitem_43.vortex	100	vortex-file-compressed	147.84 MB	147.84 MB	-100.0%
lineitem_87.vortex	100	vortex-file-compressed	147.46 MB	147.46 MB	-100.0%
lineitem_23.vortex	100	vortex-file-compressed	148.19 MB	148.19 MB	-100.0%
lineitem_33.vortex	100	vortex-file-compressed	147.74 MB	147.74 MB	-100.0%
lineitem_50.vortex	100	vortex-file-compressed	148.88 MB	148.88 MB	-100.0%
lineitem_8.vortex	100	vortex-file-compressed	148.56 MB	148.56 MB	-100.0%
lineitem_2.vortex	100	vortex-file-compressed	148.59 MB	148.59 MB	-100.0%
part_16.vortex	100	vortex-file-compressed	28.42 MB	28.42 MB	-100.0%
lineitem_120.vortex	100	vortex-file-compressed	147.10 MB	147.10 MB	-100.0%
lineitem_76.vortex	100	vortex-file-compressed	147.35 MB	147.35 MB	-100.0%
orders_4.vortex	100	vortex-file-compressed	180.39 MB	180.39 MB	-100.0%
partsupp_18.vortex	100	vortex-file-compressed	191.38 MB	191.38 MB	-100.0%
orders_11.vortex	100	vortex-file-compressed	180.08 MB	180.08 MB	-100.0%
lineitem_113.vortex	100	vortex-file-compressed	147.56 MB	147.56 MB	-100.0%
orders_7.vortex	100	vortex-file-compressed	180.12 MB	180.12 MB	-100.0%
lineitem_32.vortex	100	vortex-file-compressed	148.90 MB	148.90 MB	-100.0%
part_18.vortex	100	vortex-file-compressed	28.51 MB	28.51 MB	-100.0%
lineitem_90.vortex	100	vortex-file-compressed	147.82 MB	147.82 MB	-100.0%
partsupp_14.vortex	100	vortex-file-compressed	191.62 MB	191.62 MB	-100.0%
partsupp_3.vortex	100	vortex-file-compressed	191.37 MB	191.37 MB	-100.0%
lineitem_75.vortex	100	vortex-file-compressed	147.88 MB	147.88 MB	-100.0%
part_10.vortex	100	vortex-file-compressed	28.43 MB	28.43 MB	-100.0%
orders_26.vortex	100	vortex-file-compressed	179.99 MB	179.99 MB	-100.0%
orders_8.vortex	100	vortex-file-compressed	180.21 MB	180.21 MB	-100.0%
lineitem_92.vortex	100	vortex-file-compressed	148.08 MB	148.08 MB	-100.0%
lineitem_101.vortex	100	vortex-file-compressed	148.35 MB	148.35 MB	-100.0%
lineitem_30.vortex	100	vortex-file-compressed	147.46 MB	147.46 MB	-100.0%
orders_2.vortex	100	vortex-file-compressed	180.35 MB	180.35 MB	-100.0%
lineitem_22.vortex	100	vortex-file-compressed	147.32 MB	147.32 MB	-100.0%
lineitem_81.vortex	100	vortex-file-compressed	147.75 MB	147.75 MB	-100.0%
orders_3.vortex	100	vortex-file-compressed	180.12 MB	180.12 MB	-100.0%
partsupp_9.vortex	100	vortex-file-compressed	191.50 MB	191.50 MB	-100.0%
lineitem_3.vortex	100	vortex-file-compressed	148.16 MB	148.16 MB	-100.0%
lineitem_83.vortex	100	vortex-file-compressed	148.68 MB	148.68 MB	-100.0%
lineitem_85.vortex	100	vortex-file-compressed	147.92 MB	147.92 MB	-100.0%
part_0.vortex	100	vortex-file-compressed	28.45 MB	28.45 MB	-100.0%
duckdb.db	100	vortex-file-compressed	268.00 KB	268.00 KB	-100.0%
lineitem_105.vortex	100	vortex-file-compressed	147.47 MB	147.47 MB	-100.0%
lineitem_112.vortex	100	vortex-file-compressed	147.42 MB	147.42 MB	-100.0%
customer_2.vortex	100	vortex-file-compressed	261.69 MB	261.69 MB	-100.0%
lineitem_41.vortex	100	vortex-file-compressed	146.66 MB	146.66 MB	-100.0%
lineitem_40.vortex	100	vortex-file-compressed	147.97 MB	147.97 MB	-100.0%
lineitem_53.vortex	100	vortex-file-compressed	148.23 MB	148.23 MB	-100.0%
lineitem_58.vortex	100	vortex-file-compressed	148.72 MB	148.72 MB	-100.0%
part_1.vortex	100	vortex-file-compressed	28.49 MB	28.49 MB	-100.0%
lineitem_12.vortex	100	vortex-file-compressed	148.19 MB	148.19 MB	-100.0%
lineitem_38.vortex	100	vortex-file-compressed	149.09 MB	149.09 MB	-100.0%
lineitem_107.vortex	100	vortex-file-compressed	148.04 MB	148.04 MB	-100.0%
part_12.vortex	100	vortex-file-compressed	28.43 MB	28.43 MB	-100.0%
orders_16.vortex	100	vortex-file-compressed	179.88 MB	179.88 MB	-100.0%
orders_13.vortex	100	vortex-file-compressed	179.83 MB	179.83 MB	-100.0%
partsupp_0.vortex	100	vortex-file-compressed	191.37 MB	191.37 MB	-100.0%
partsupp_5.vortex	100	vortex-file-compressed	191.41 MB	191.41 MB	-100.0%
lineitem_65.vortex	100	vortex-file-compressed	147.57 MB	147.57 MB	-100.0%
partsupp_11.vortex	100	vortex-file-compressed	191.43 MB	191.43 MB	-100.0%
partsupp_4.vortex	100	vortex-file-compressed	191.40 MB	191.40 MB	-100.0%
lineitem_69.vortex	100	vortex-file-compressed	148.10 MB	148.10 MB	-100.0%
lineitem_115.vortex	100	vortex-file-compressed	147.64 MB	147.64 MB	-100.0%
lineitem_9.vortex	100	vortex-file-compressed	148.87 MB	148.87 MB	-100.0%
partsupp_8.vortex	100	vortex-file-compressed	191.49 MB	191.49 MB	-100.0%
lineitem_55.vortex	100	vortex-file-compressed	148.16 MB	148.16 MB	-100.0%
lineitem_20.vortex	100	vortex-file-compressed	148.78 MB	148.78 MB	-100.0%
part_3.vortex	100	vortex-file-compressed	28.43 MB	28.43 MB	-100.0%
lineitem_108.vortex	100	vortex-file-compressed	147.29 MB	147.29 MB	-100.0%
orders_9.vortex	100	vortex-file-compressed	180.11 MB	180.11 MB	-100.0%
lineitem_35.vortex	100	vortex-file-compressed	148.35 MB	148.35 MB	-100.0%
lineitem_17.vortex	100	vortex-file-compressed	148.59 MB	148.59 MB	-100.0%
lineitem_84.vortex	100	vortex-file-compressed	147.94 MB	147.94 MB	-100.0%
lineitem_0.vortex	100	vortex-file-compressed	148.68 MB	148.68 MB	-100.0%
part_15.vortex	100	vortex-file-compressed	28.48 MB	28.48 MB	-100.0%
orders_24.vortex	100	vortex-file-compressed	179.56 MB	179.56 MB	-100.0%
lineitem_119.vortex	100	vortex-file-compressed	148.33 MB	148.33 MB	-100.0%
lineitem_89.vortex	100	vortex-file-compressed	148.03 MB	148.03 MB	-100.0%
lineitem_7.vortex	100	vortex-file-compressed	147.86 MB	147.86 MB	-100.0%
partsupp_16.vortex	100	vortex-file-compressed	191.25 MB	191.25 MB	-100.0%
lineitem_51.vortex	100	vortex-file-compressed	148.42 MB	148.42 MB	-100.0%
lineitem_63.vortex	100	vortex-file-compressed	148.65 MB	148.65 MB	-100.0%
lineitem_91.vortex	100	vortex-file-compressed	148.27 MB	148.27 MB	-100.0%
partsupp_6.vortex	100	vortex-file-compressed	191.38 MB	191.38 MB	-100.0%
lineitem_102.vortex	100	vortex-file-compressed	148.14 MB	148.14 MB	-100.0%
lineitem_80.vortex	100	vortex-file-compressed	147.55 MB	147.55 MB	-100.0%
orders_20.vortex	100	vortex-file-compressed	179.85 MB	179.85 MB	-100.0%
partsupp_10.vortex	100	vortex-file-compressed	191.59 MB	191.59 MB	-100.0%
lineitem_95.vortex	100	vortex-file-compressed	147.49 MB	147.49 MB	-100.0%
lineitem_34.vortex	100	vortex-file-compressed	148.93 MB	148.93 MB	-100.0%
lineitem_56.vortex	100	vortex-file-compressed	147.73 MB	147.73 MB	-100.0%
lineitem_5.vortex	100	vortex-file-compressed	148.16 MB	148.16 MB	-100.0%
part_5.vortex	100	vortex-file-compressed	28.38 MB	28.38 MB	-100.0%
lineitem_15.vortex	100	vortex-file-compressed	147.63 MB	147.63 MB	-100.0%
part_7.vortex	100	vortex-file-compressed	28.41 MB	28.41 MB	-100.0%
lineitem_14.vortex	100	vortex-file-compressed	147.79 MB	147.79 MB	-100.0%
part_17.vortex	100	vortex-file-compressed	28.41 MB	28.41 MB	-100.0%
lineitem_16.vortex	100	vortex-file-compressed	148.03 MB	148.03 MB	-100.0%
lineitem_79.vortex	100	vortex-file-compressed	148.43 MB	148.43 MB	-100.0%
orders_22.vortex	100	vortex-file-compressed	180.04 MB	180.04 MB	-100.0%
orders_27.vortex	100	vortex-file-compressed	179.78 MB	179.78 MB	-100.0%
lineitem_61.vortex	100	vortex-file-compressed	147.73 MB	147.73 MB	-100.0%
lineitem_117.vortex	100	vortex-file-compressed	148.24 MB	148.24 MB	-100.0%
part_14.vortex	100	vortex-file-compressed	28.46 MB	28.46 MB	-100.0%
lineitem_4.vortex	100	vortex-file-compressed	147.27 MB	147.27 MB	-100.0%
lineitem_52.vortex	100	vortex-file-compressed	146.97 MB	146.97 MB	-100.0%
orders_1.vortex	100	vortex-file-compressed	179.92 MB	179.92 MB	-100.0%
lineitem_74.vortex	100	vortex-file-compressed	147.55 MB	147.55 MB	-100.0%
lineitem_86.vortex	100	vortex-file-compressed	147.62 MB	147.62 MB	-100.0%
region_0.vortex	100	vortex-file-compressed	6.13 KB	6.13 KB	-100.0%
orders_6.vortex	100	vortex-file-compressed	179.80 MB	179.80 MB	-100.0%
partsupp_15.vortex	100	vortex-file-compressed	191.52 MB	191.52 MB	-100.0%
lineitem_93.vortex	100	vortex-file-compressed	147.77 MB	147.77 MB	-100.0%
part_4.vortex	100	vortex-file-compressed	28.42 MB	28.42 MB	-100.0%
lineitem_42.vortex	100	vortex-file-compressed	148.38 MB	148.38 MB	-100.0%
lineitem_39.vortex	100	vortex-file-compressed	147.38 MB	147.38 MB	-100.0%
lineitem_45.vortex	100	vortex-file-compressed	146.88 MB	146.88 MB	-100.0%
lineitem_82.vortex	100	vortex-file-compressed	148.37 MB	148.37 MB	-100.0%
orders_19.vortex	100	vortex-file-compressed	180.04 MB	180.04 MB	-100.0%
lineitem_24.vortex	100	vortex-file-compressed	147.50 MB	147.50 MB	-100.0%
lineitem_111.vortex	100	vortex-file-compressed	147.77 MB	147.77 MB	-100.0%
lineitem_118.vortex	100	vortex-file-compressed	147.83 MB	147.83 MB	-100.0%
orders_14.vortex	100	vortex-file-compressed	180.18 MB	180.18 MB	-100.0%
lineitem_29.vortex	100	vortex-file-compressed	148.75 MB	148.75 MB	-100.0%
lineitem_57.vortex	100	vortex-file-compressed	148.37 MB	148.37 MB	-100.0%
part_6.vortex	100	vortex-file-compressed	28.44 MB	28.44 MB	-100.0%
orders_17.vortex	100	vortex-file-compressed	180.01 MB	180.01 MB	-100.0%
lineitem_109.vortex	100	vortex-file-compressed	148.03 MB	148.03 MB	-100.0%
lineitem_59.vortex	100	vortex-file-compressed	148.42 MB	148.42 MB	-100.0%
lineitem_106.vortex	100	vortex-file-compressed	148.07 MB	148.07 MB	-100.0%
lineitem_21.vortex	100	vortex-file-compressed	148.33 MB	148.33 MB	-100.0%
lineitem_49.vortex	100	vortex-file-compressed	148.47 MB	148.47 MB	-100.0%
lineitem_71.vortex	100	vortex-file-compressed	147.94 MB	147.94 MB	-100.0%
orders_0.vortex	100	vortex-file-compressed	180.00 MB	180.00 MB	-100.0%
part_2.vortex	100	vortex-file-compressed	28.46 MB	28.46 MB	-100.0%
lineitem_27.vortex	100	vortex-file-compressed	148.45 MB	148.45 MB	-100.0%
orders_25.vortex	100	vortex-file-compressed	179.82 MB	179.82 MB	-100.0%
partsupp_2.vortex	100	vortex-file-compressed	191.39 MB	191.39 MB	-100.0%
customer_3.vortex	100	vortex-file-compressed	261.80 MB	261.80 MB	-100.0%
lineitem_110.vortex	100	vortex-file-compressed	148.41 MB	148.41 MB	-100.0%
orders_18.vortex	100	vortex-file-compressed	180.45 MB	180.45 MB	-100.0%
lineitem_6.vortex	100	vortex-file-compressed	147.90 MB	147.90 MB	-100.0%
lineitem_1.vortex	100	vortex-file-compressed	148.56 MB	148.56 MB	-100.0%
orders_10.vortex	100	vortex-file-compressed	180.14 MB	180.14 MB	-100.0%
lineitem_62.vortex	100	vortex-file-compressed	146.94 MB	146.94 MB	-100.0%
lineitem_70.vortex	100	vortex-file-compressed	147.89 MB	147.89 MB	-100.0%
customer_0.vortex	100	vortex-file-compressed	261.80 MB	261.80 MB	-100.0%
customer_1.vortex	100	vortex-file-compressed	261.77 MB	261.77 MB	-100.0%
lineitem_114.vortex	100	vortex-file-compressed	147.46 MB	147.46 MB	-100.0%
lineitem_77.vortex	100	vortex-file-compressed	148.24 MB	148.24 MB	-100.0%
part_13.vortex	100	vortex-file-compressed	28.44 MB	28.44 MB	-100.0%
partsupp_13.vortex	100	vortex-file-compressed	191.35 MB	191.35 MB	-100.0%
supplier_0.vortex	100	vortex-file-compressed	66.71 MB	66.71 MB	-100.0%
lineitem_48.vortex	100	vortex-file-compressed	148.23 MB	148.23 MB	-100.0%
lineitem_73.vortex	100	vortex-file-compressed	148.32 MB	148.32 MB	-100.0%
partsupp_17.vortex	100	vortex-file-compressed	191.49 MB	191.49 MB	-100.0%
lineitem_19.vortex	100	vortex-file-compressed	148.77 MB	148.77 MB	-100.0%
partsupp_7.vortex	100	vortex-file-compressed	191.61 MB	191.61 MB	-100.0%
lineitem_46.vortex	100	vortex-file-compressed	147.77 MB	147.77 MB	-100.0%
lineitem_104.vortex	100	vortex-file-compressed	148.59 MB	148.59 MB	-100.0%
lineitem_54.vortex	100	vortex-file-compressed	149.12 MB	149.12 MB	-100.0%
orders_15.vortex	100	vortex-file-compressed	180.19 MB	180.19 MB	-100.0%
orders_12.vortex	100	vortex-file-compressed	180.32 MB	180.32 MB	-100.0%
part_8.vortex	100	vortex-file-compressed	28.43 MB	28.43 MB	-100.0%
lineitem_94.vortex	100	vortex-file-compressed	148.40 MB	148.40 MB	-100.0%
partsupp_12.vortex	100	vortex-file-compressed	191.50 MB	191.50 MB	-100.0%
lineitem_72.vortex	100	vortex-file-compressed	147.99 MB	147.99 MB	-100.0%
lineitem_96.vortex	100	vortex-file-compressed	148.03 MB	148.03 MB	-100.0%
orders_23.vortex	100	vortex-file-compressed	179.94 MB	179.94 MB	-100.0%
orders_5.vortex	100	vortex-file-compressed	180.03 MB	180.03 MB	-100.0%
lineitem_11.vortex	100	vortex-file-compressed	148.62 MB	148.62 MB	-100.0%
lineitem_116.vortex	100	vortex-file-compressed	148.20 MB	148.20 MB	-100.0%
lineitem_28.vortex	100	vortex-file-compressed	148.66 MB	148.66 MB	-100.0%
part_11.vortex	100	vortex-file-compressed	28.45 MB	28.45 MB	-100.0%
lineitem_98.vortex	100	vortex-file-compressed	148.59 MB	148.59 MB	-100.0%

Totals:

vortex-compact: 194.82 MB → 194.82 MB (0.0%)
vortex-file-compressed: 27.85 GB → 266.60 MB (-99.1%)

github-actions · 2026-04-28T14:40:29Z

File Sizes: TPC-DS SF=1 on NVME

No file size changes detected.

github-actions · 2026-04-28T14:44:55Z

File Sizes: TPC-H SF=10 on NVME

No file size changes detected.

github-actions · 2026-04-28T14:45:01Z

File Sizes: Statistical and Population Genetics

No file size changes detected.

github-actions · 2026-04-28T14:47:25Z

File Sizes: Clickbench on NVME

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

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

Totals:

vortex-compact: 7.06 GB → 7.06 GB (-0.0%)
vortex-file-compressed: 14.01 GB → 14.01 GB (0.0%)

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

robert3005

I think this mostly looks fine, there's a bit of additional refactoring here that is unrelated to the title of the pr which doesn't seem intentional

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

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

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

joseph-isaacs force-pushed the ji/append-to-builder-iter branch from ddfb8fb to 2bdb707 Compare April 28, 2026 12:48

fix

b70fa7e

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

joseph-isaacs force-pushed the ji/append-to-builder-iter branch from 2bdb707 to b70fa7e Compare April 28, 2026 14:00

joseph-isaacs marked this pull request as ready for review April 28, 2026 14:06

joseph-isaacs added the action/benchmark Trigger full benchmarks to run on this PR label Apr 28, 2026

github-actions Bot removed the action/benchmark Trigger full benchmarks to run on this PR label Apr 28, 2026

joseph-isaacs added 3 commits April 28, 2026 15:21

fix

81c30dd

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

fix

20c0ffb

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

fix

f8096d6

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

joseph-isaacs added changelog/feature A new feature action/benchmark Trigger full benchmarks to run on this PR labels Apr 28, 2026

joseph-isaacs requested a review from robert3005 April 28, 2026 14:26

github-actions Bot removed the action/benchmark Trigger full benchmarks to run on this PR label Apr 28, 2026

joseph-isaacs added 2 commits April 28, 2026 17:08

fix

178f4a2

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

fix

d3d43a0

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

joseph-isaacs added the action/benchmark Trigger full benchmarks to run on this PR label Apr 29, 2026

github-actions Bot removed the action/benchmark Trigger full benchmarks to run on this PR label Apr 29, 2026

fix

3b16c6c

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

joseph-isaacs added the action/benchmark Trigger full benchmarks to run on this PR label Apr 29, 2026

github-actions Bot removed the action/benchmark Trigger full benchmarks to run on this PR label Apr 29, 2026

robert3005 reviewed Apr 29, 2026

View reviewed changes

Comment thread vortex-array/src/arrays/chunked/tests.rs Outdated

Comment thread vortex-array/src/arrays/chunked/tests.rs Outdated

Comment thread vortex-array/src/executor.rs Outdated

Comment thread vortex-array/src/executor.rs Outdated

joseph-isaacs added 2 commits April 30, 2026 10:28

fix

671b399

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

fix

53b48c3

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

joseph-isaacs requested a review from robert3005 April 30, 2026 09:42

fix

0bbeb0a

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

robert3005 approved these changes Apr 30, 2026

View reviewed changes

joseph-isaacs added 2 commits April 30, 2026 11:43

Merge remote-tracking branch 'origin/develop' into ji/append-to-build…

58c9dd4

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

fix

cbafa66

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

joseph-isaacs merged commit e2062a7 into develop Apr 30, 2026
75 of 81 checks passed

joseph-isaacs deleted the ji/append-to-builder-iter branch April 30, 2026 10:58

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