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.

codspeed-hq · 2026-04-27T17:17:52Z

Merging this PR will degrade performance by 24.82%

⚠️

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

⚡ 19 improved benchmarks
❌ 5 regressed benchmarks
✅ 1106 untouched benchmarks
⏩ 33 skipped benchmarks¹

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

Performance Changes

	Mode	Benchmark	`BASE`	`HEAD`	Efficiency
❌	Simulation	`chunked_opt_bool_into_canonical[(10, 1000)]`	1 ms	1.3 ms	-24.82%
❌	Simulation	`chunked_opt_bool_into_canonical[(100, 100)]`	220 µs	256.2 µs	-14.14%
❌	Simulation	`chunked_varbinview_opt_into_canonical[(10, 1000)]`	2.5 ms	2.8 ms	-12.21%
❌	Simulation	`chunked_varbinview_into_canonical[(10, 1000)]`	1.7 ms	2 ms	-15.53%
⚡	Simulation	`alp_rd_decompress_f64`	2.4 ms	1.1 ms	×2.2
⚡	Simulation	`decompress[alp_for_bp_f64]`	2.9 ms	1.8 ms	+58.54%
⚡	Simulation	`patched_take_10k_first_chunk_only`	301.9 µs	271.4 µs	+11.24%
⚡	Simulation	`patched_take_10k_adversarial`	258.4 µs	228.1 µs	+13.29%
⚡	Simulation	`take_10k_first_chunk_only`	270.4 µs	225.4 µs	+19.97%
⚡	Simulation	`take_10k_dispersed`	284.4 µs	239.3 µs	+18.85%
⚡	Simulation	`patched_take_10k_dispersed`	315.5 µs	284.9 µs	+10.73%
⚡	Simulation	`decompress_rd[f32, (10000, 0.0)]`	166.2 µs	85.4 µs	+94.59%
⚡	Simulation	`decompress_rd[f64, (10000, 0.0)]`	258.2 µs	121.9 µs	×2.1
⚡	Simulation	`decompress_rd[f64, (10000, 0.1)]`	258.7 µs	121.8 µs	×2.1
⚡	Simulation	`decompress_rd[f64, (100000, 0.0)]`	2,294.7 µs	978.6 µs	×2.3
⚡	Simulation	`decompress_rd[f32, (100000, 0.0)]`	1,287 µs	495.5 µs	×2.6
⚡	Simulation	`decompress_rd[f64, (100000, 0.01)]`	2.3 ms	1 ms	×2.3
⚡	Simulation	`decompress_rd[f64, (10000, 0.01)]`	258.6 µs	121.7 µs	×2.1
⚡	Simulation	`decompress_rd[f32, (10000, 0.1)]`	165.9 µs	81.7 µs	×2
⚡	Simulation	`decompress_rd[f64, (100000, 0.1)]`	2.3 ms	1 ms	×2.3
...	...	...	...	...	...

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

_{Comparing ji/append-to-builder-iter (178f4a2) with develop (b13ba9c)}

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

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

github-actions · 2026-04-28T14:08:00Z

Benchmarks: Compression

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

unknown / unknown (0.999x ➖, 6↑ 4↓)

name	PR `f8096d6` (ns)	base `bcb49d4` (ns)	ratio (PR/base)
compress time/Arade	1178854783	1178765140	1.00
compress time/Bimbo	6800723014	6949897435	0.98
compress time/CMSprovider	2907523064	2922026137	1.00
compress time/Euro2016	439573386	448268865	0.98
compress time/Food	404326391	403873705	1.00
compress time/HashTags	829408362	832533220	1.00
compress time/TPC-H l_comment canonical	1373805511	1320569584	1.04
compress time/TPC-H l_comment chunked	1359099935	1343870026	1.01
compress time/taxi	733307999	734077927	1.00
compress time/wide table cols=100 chunks=1 rows=1000	12512400	11503353	1.09
compress time/wide table cols=100 chunks=50 rows=1000	12696153	11901922	1.07
compress time/wide table cols=1000 chunks=1 rows=1000	127930362	128677880	0.99
compress time/wide table cols=1000 chunks=50 rows=1000	130763386	130654648	1.00
compress time/wide table cols=10000 chunks=1 rows=1000	1435385595	1428666228	1.00
compress time/wide table cols=10000 chunks=50 rows=1000	1430831992	1418561459	1.01
decompress time/Arade 🚨	31081850	27876865	1.11
decompress time/Bimbo 🚀	83824734	101244138	0.83
decompress time/CMSprovider	81424446	87597760	0.93
decompress time/Euro2016	17814485	19635736	0.91
decompress time/Food 🚀	8385738	9941610	0.84
decompress time/HashTags	74033062	71327051	1.04
decompress time/TPC-H l_comment canonical	41640568	40254027	1.03
decompress time/TPC-H l_comment chunked	41017645	41666950	0.98
decompress time/taxi 🚀	15042824	16902642	0.89
decompress time/wide table cols=100 chunks=1 rows=1000	2745006	2652355	1.03
decompress time/wide table cols=100 chunks=50 rows=1000 🚨	2825110	2500872	1.13
decompress time/wide table cols=1000 chunks=1 rows=1000	24814719	24962125	0.99
decompress time/wide table cols=1000 chunks=50 rows=1000	25274148	24436768	1.03
decompress time/wide table cols=10000 chunks=1 rows=1000	279568547	272962027	1.02
decompress time/wide table cols=10000 chunks=50 rows=1000	281702920	276494032	1.02
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	3025389362	3029969430	1.00
parquet_rs-zstd compress time/Bimbo	15206455260	15430624034	0.99
parquet_rs-zstd compress time/CMSprovider	7700684037	8086331614	0.95
parquet_rs-zstd compress time/Euro2016	1382689777	1406781038	0.98
parquet_rs-zstd compress time/Food	880020246	890627897	0.99
parquet_rs-zstd compress time/HashTags	2376450712	2428841629	0.98
parquet_rs-zstd compress time/TPC-H l_comment canonical	3220751134	3217483840	1.00
parquet_rs-zstd compress time/TPC-H l_comment chunked	3218602647	3258238314	0.99
parquet_rs-zstd compress time/taxi	1420245516	1410660241	1.01
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000	7735930	7706372	1.00
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000	7516790	7229537	1.04
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000	86265654	81554274	1.06
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000	86188417	84338811	1.02
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000	899844708	883462306	1.02
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000	889472107	869192953	1.02
parquet_rs-zstd decompress time/Arade	647155232	651323562	0.99
parquet_rs-zstd decompress time/Bimbo	1711406202	1735647159	0.99
parquet_rs-zstd decompress time/CMSprovider	1986083709	2058334100	0.96
parquet_rs-zstd decompress time/Euro2016	388304655	399691900	0.97
parquet_rs-zstd decompress time/Food	220229006	224677573	0.98
parquet_rs-zstd decompress time/HashTags	679999725	658882031	1.03
parquet_rs-zstd decompress time/TPC-H l_comment canonical	582938305	581342674	1.00
parquet_rs-zstd decompress time/TPC-H l_comment chunked	582268515	573282096	1.02
parquet_rs-zstd decompress time/taxi	251300739	251117720	1.00
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000	2876869	2945380	0.98
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000	2798572	2782798	1.01
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000	32984494	33476308	0.99
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000	33518534	32836490	1.02
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000	344154459	351426761	0.98
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000	344670999	348658764	0.99
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	163497796	163586068	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	1.00
vortex:parquet-zstd ratio compress time/Bimbo	0	0	0.99
vortex:parquet-zstd ratio compress time/CMSprovider	0	0	1.04
vortex:parquet-zstd ratio compress time/Euro2016	0	0	1.00
vortex:parquet-zstd ratio compress time/Food	0	0	1.01
vortex:parquet-zstd ratio compress time/HashTags	0	0	1.02
vortex:parquet-zstd ratio compress time/TPC-H l_comment canonical	0	0	1.04
vortex:parquet-zstd ratio compress time/TPC-H l_comment chunked	0	0	1.02
vortex:parquet-zstd ratio compress time/taxi	0	0	0.99
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000	1	1	1.08
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	0.94
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000	1	1	0.98
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	0.99
vortex:parquet-zstd ratio decompress time/Arade 🚨	0	0	1.12
vortex:parquet-zstd ratio decompress time/Bimbo 🚀	0	0	0.84
vortex:parquet-zstd ratio decompress time/CMSprovider	0	0	0.96
vortex:parquet-zstd ratio decompress time/Euro2016	0	0	0.93
vortex:parquet-zstd ratio decompress time/Food 🚀	0	0	0.86
vortex:parquet-zstd ratio decompress time/HashTags	0	0	1.01
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0	0	1.03
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked	0	0	0.97
vortex:parquet-zstd ratio decompress time/taxi 🚀	0	0	0.89
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000	0	0	1.06
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000 🚨	1	0	1.12
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=1 rows=1000	0	0	1.01
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=50 rows=1000	0	0	1.01
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000	0	0	1.05
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000	0	0	1.03
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): 0.968x ➖
Parquet (geomean): 1.008x ➖

unknown / unknown (0.986x ➖, 3↑ 0↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk 🚀	2264691	3118193	0.73
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer	1469663	1482114	0.99
random-access/feature-vectors/correlated/parquet-tokio-local-disk	8760799595	8607940354	1.02
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	8691695428	8559427093	1.02
random-access/feature-vectors/correlated/vortex-tokio-local-disk	8264739	8392199	0.98
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer	7934131	8095214	0.98
random-access/feature-vectors/uniform/lance-tokio-local-disk	6031196	6076077	0.99
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer	6686158	6808810	0.98
random-access/feature-vectors/uniform/parquet-tokio-local-disk	8764644112	8710372791	1.01
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer	8848549276	8624214859	1.03
random-access/feature-vectors/uniform/vortex-tokio-local-disk	14017682	14057195	1.00
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer	13586075	13877685	0.98
random-access/lance-tokio-local-disk	760342	755636	1.01
random-access/lance-tokio-local-disk-footer	1347891	1320590	1.02
random-access/nested-lists/correlated/lance-tokio-local-disk	258930	261293	0.99
random-access/nested-lists/correlated/lance-tokio-local-disk-footer	687402	689784	1.00
random-access/nested-lists/correlated/parquet-tokio-local-disk	138169963	134092410	1.03
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	138653273	133901230	1.04
random-access/nested-lists/correlated/vortex-tokio-local-disk	681306	673482	1.01
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer	658698	692606	0.95
random-access/nested-lists/uniform/lance-tokio-local-disk	1102841	1097090	1.01
random-access/nested-lists/uniform/lance-tokio-local-disk-footer	1558948	1542423	1.01
random-access/nested-lists/uniform/parquet-tokio-local-disk	136619479	133974555	1.02
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	136202190	134312493	1.01
random-access/nested-lists/uniform/vortex-tokio-local-disk	2212773	2228412	0.99
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer	2219998	2205745	1.01
random-access/nested-structs/correlated/lance-tokio-local-disk	400561	404058	0.99
random-access/nested-structs/correlated/lance-tokio-local-disk-footer	611797	624131	0.98
random-access/nested-structs/correlated/parquet-tokio-local-disk	27485622	28016163	0.98
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer	27306783	27520370	0.99
random-access/nested-structs/correlated/vortex-tokio-local-disk 🚀	753080	839975	0.90
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer	850055	846687	1.00
random-access/nested-structs/uniform/lance-tokio-local-disk	2729015	2724059	1.00
random-access/nested-structs/uniform/lance-tokio-local-disk-footer	2974639	2974857	1.00
random-access/nested-structs/uniform/parquet-tokio-local-disk	27138455	27344284	0.99
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer	27195418	27570924	0.99
random-access/nested-structs/uniform/vortex-tokio-local-disk	1756913	1802638	0.97
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer	1844072	1772339	1.04
random-access/parquet-tokio-local-disk	181117479	180224154	1.00
random-access/parquet-tokio-local-disk-footer	180346913	180695334	1.00
random-access/taxi/correlated/lance-tokio-local-disk	958527	957785	1.00
random-access/taxi/correlated/lance-tokio-local-disk-footer	1638327	1613642	1.02
random-access/taxi/correlated/parquet-tokio-local-disk	272319998	270620787	1.01
random-access/taxi/correlated/parquet-tokio-local-disk-footer	271492475	271124487	1.00
random-access/taxi/correlated/vortex-tokio-local-disk 🚀	1690010	2017222	0.84
random-access/taxi/correlated/vortex-tokio-local-disk-footer	1914671	2027790	0.94
random-access/taxi/uniform/lance-tokio-local-disk	10110913	9902803	1.02
random-access/taxi/uniform/lance-tokio-local-disk-footer	10793240	10668084	1.01
random-access/taxi/uniform/parquet-tokio-local-disk	287634356	288077806	1.00
random-access/taxi/uniform/parquet-tokio-local-disk-footer	293818837	288823148	1.02
random-access/taxi/uniform/vortex-tokio-local-disk	4886019	4951637	0.99
random-access/taxi/uniform/vortex-tokio-local-disk-footer	4856161	4911688	0.99
random-access/vortex-tokio-local-disk	1287513	1385898	0.93
random-access/vortex-tokio-local-disk-footer	1316728	1414488	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: -0.7%
Vortex (geomean): 0.988x ➖
Parquet (geomean): 0.993x ➖
Shifts: Parquet (control) -0.7% · Median polish -0.9%

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

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	394801176	400341119	0.99
tpch_q02/datafusion:vortex-file-compressed	105487004	108367723	0.97
tpch_q03/datafusion:vortex-file-compressed	212999447	214990592	0.99
tpch_q04/datafusion:vortex-file-compressed	114922590	116544764	0.99
tpch_q05/datafusion:vortex-file-compressed	364891385	372888514	0.98
tpch_q06/datafusion:vortex-file-compressed	44657089	46342145	0.96
tpch_q07/datafusion:vortex-file-compressed	492798792	502002065	0.98
tpch_q08/datafusion:vortex-file-compressed	355077059	356704015	1.00
tpch_q09/datafusion:vortex-file-compressed	623137538	632015143	0.99
tpch_q10/datafusion:vortex-file-compressed	229725792	232735923	0.99
tpch_q11/datafusion:vortex-file-compressed	81288261	83580410	0.97
tpch_q12/datafusion:vortex-file-compressed	120705031	122638092	0.98
tpch_q13/datafusion:vortex-file-compressed	212196138	213910765	0.99
tpch_q14/datafusion:vortex-file-compressed	57870862	58522013	0.99
tpch_q15/datafusion:vortex-file-compressed	107799998	108105362	1.00
tpch_q16/datafusion:vortex-file-compressed	75893833	78357889	0.97
tpch_q17/datafusion:vortex-file-compressed	625112635	625166845	1.00
tpch_q18/datafusion:vortex-file-compressed	827881243	842032909	0.98
tpch_q19/datafusion:vortex-file-compressed	94131235	94641088	0.99
tpch_q20/datafusion:vortex-file-compressed	166085567	170020967	0.98
tpch_q21/datafusion:vortex-file-compressed	637499225	648670906	0.98
tpch_q22/datafusion:vortex-file-compressed	65022301	65067175	1.00

datafusion / vortex-compact (0.984x ➖, 0↑ 0↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	441578665	442892976	1.00
tpch_q02/datafusion:vortex-compact	108004600	110651942	0.98
tpch_q03/datafusion:vortex-compact	214505155	216166283	0.99
tpch_q04/datafusion:vortex-compact	121852588	121926630	1.00
tpch_q05/datafusion:vortex-compact	371336613	377764678	0.98
tpch_q06/datafusion:vortex-compact	65305082	64736482	1.01
tpch_q07/datafusion:vortex-compact	511142634	523687068	0.98
tpch_q08/datafusion:vortex-compact	358105839	362581040	0.99
tpch_q09/datafusion:vortex-compact	624199057	636153543	0.98
tpch_q10/datafusion:vortex-compact	246276404	249964595	0.99
tpch_q11/datafusion:vortex-compact	82224035	83029335	0.99
tpch_q12/datafusion:vortex-compact	166961394	167846213	0.99
tpch_q13/datafusion:vortex-compact	260356092	265897051	0.98
tpch_q14/datafusion:vortex-compact	73351946	74945935	0.98
tpch_q15/datafusion:vortex-compact	160776670	163852828	0.98
tpch_q16/datafusion:vortex-compact	77560310	79951828	0.97
tpch_q17/datafusion:vortex-compact	624858031	664192310	0.94
tpch_q18/datafusion:vortex-compact	829095927	842258570	0.98
tpch_q19/datafusion:vortex-compact	130224685	133157647	0.98
tpch_q20/datafusion:vortex-compact	188631571	190712421	0.99
tpch_q21/datafusion:vortex-compact	651050836	666825837	0.98
tpch_q22/datafusion:vortex-compact	72440394	72618533	1.00

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

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	478993776	448530298	1.07
tpch_q02/datafusion:parquet	171165134	174535375	0.98
tpch_q03/datafusion:parquet	287191348	288783446	0.99
tpch_q04/datafusion:parquet	131110771	132216066	0.99
tpch_q05/datafusion:parquet	432616547	444739467	0.97
tpch_q06/datafusion:parquet	131847687	133878158	0.98
tpch_q07/datafusion:parquet	607482091	612358710	0.99
tpch_q08/datafusion:parquet	466579439	467070143	1.00
tpch_q09/datafusion:parquet	742321899	748811180	0.99
tpch_q10/datafusion:parquet	494713899	500308742	0.99
tpch_q11/datafusion:parquet	122278320	119740654	1.02
tpch_q12/datafusion:parquet	204736860	217591548	0.94
tpch_q13/datafusion:parquet	331376077	330825524	1.00
tpch_q14/datafusion:parquet	160398279	166622583	0.96
tpch_q15/datafusion:parquet	256480945	247057584	1.04
tpch_q16/datafusion:parquet	129368760	131307391	0.99
tpch_q17/datafusion:parquet	675281996	685644045	0.98
tpch_q18/datafusion:parquet	853941951	881747246	0.97
tpch_q19/datafusion:parquet	294011280	284177457	1.03
tpch_q20/datafusion:parquet	291162882	297641536	0.98
tpch_q21/datafusion:parquet	698060633	704161798	0.99
tpch_q22/datafusion:parquet	213382813	208300219	1.02

datafusion / arrow (0.972x ➖, 1↑ 0↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	602097678	603285191	1.00
tpch_q02/datafusion:arrow	164030427	161533608	1.02
tpch_q03/datafusion:arrow	460848968	477696887	0.96
tpch_q04/datafusion:arrow	337987204	343019946	0.99
tpch_q05/datafusion:arrow	919425612	940738208	0.98
tpch_q06/datafusion:arrow	281424024	293037027	0.96
tpch_q07/datafusion:arrow	1152474889	1186347729	0.97
tpch_q08/datafusion:arrow	1142483098	1184709029	0.96
tpch_q09/datafusion:arrow	1340188724	1340565750	1.00
tpch_q10/datafusion:arrow	580494743	597825061	0.97
tpch_q11/datafusion:arrow	135247305	137333296	0.98
tpch_q12/datafusion:arrow 🚀	674945366	795675373	0.85
tpch_q13/datafusion:arrow	498722839	505472116	0.99
tpch_q14/datafusion:arrow	309658772	327010761	0.95
tpch_q15/datafusion:arrow	681321050	697490253	0.98
tpch_q16/datafusion:arrow	103481302	103233462	1.00
tpch_q17/datafusion:arrow	1304017635	1315224563	0.99
tpch_q18/datafusion:arrow	1825913062	1894931053	0.96
tpch_q19/datafusion:arrow	483631647	495516588	0.98
tpch_q20/datafusion:arrow	486088351	493737897	0.98
tpch_q21/datafusion:arrow	2954483463	3005372727	0.98
tpch_q22/datafusion:arrow	125401844	131930166	0.95

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

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	170013973	170084838	1.00
tpch_q02/duckdb:vortex-file-compressed	50682850	51071779	0.99
tpch_q03/duckdb:vortex-file-compressed	122699095	128390937	0.96
tpch_q04/duckdb:vortex-file-compressed	151165406	151073516	1.00
tpch_q05/duckdb:vortex-file-compressed	125587340	127671188	0.98
tpch_q06/duckdb:vortex-file-compressed	46634882	46749210	1.00
tpch_q07/duckdb:vortex-file-compressed	145058235	145738147	1.00
tpch_q08/duckdb:vortex-file-compressed	167077320	169844697	0.98
tpch_q09/duckdb:vortex-file-compressed	322082491	321425974	1.00
tpch_q10/duckdb:vortex-file-compressed	140910266	150442995	0.94
tpch_q11/duckdb:vortex-file-compressed	31733606	32760645	0.97
tpch_q12/duckdb:vortex-file-compressed	92327330	95526141	0.97
tpch_q13/duckdb:vortex-file-compressed	225796941	225890939	1.00
tpch_q14/duckdb:vortex-file-compressed	66059182	65693288	1.01
tpch_q15/duckdb:vortex-file-compressed	86629303	88119388	0.98
tpch_q16/duckdb:vortex-file-compressed	77704200	77618310	1.00
tpch_q17/duckdb:vortex-file-compressed	99154718	99513999	1.00
tpch_q18/duckdb:vortex-file-compressed	288364839	291798032	0.99
tpch_q19/duckdb:vortex-file-compressed	82654131	84171757	0.98
tpch_q20/duckdb:vortex-file-compressed	157763050	157464330	1.00
tpch_q21/duckdb:vortex-file-compressed	561335134	566780460	0.99
tpch_q22/duckdb:vortex-file-compressed	70807881	71145906	1.00

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

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	227625612	227850419	1.00
tpch_q02/duckdb:vortex-compact	56948033	55390048	1.03
tpch_q03/duckdb:vortex-compact	138494728	138628460	1.00
tpch_q04/duckdb:vortex-compact	171676508	172561887	0.99
tpch_q05/duckdb:vortex-compact	144462632	145955247	0.99
tpch_q06/duckdb:vortex-compact	84231962	83706052	1.01
tpch_q07/duckdb:vortex-compact	196205363	198745027	0.99
tpch_q08/duckdb:vortex-compact	186927028	185653216	1.01
tpch_q09/duckdb:vortex-compact	348445899	354719337	0.98
tpch_q10/duckdb:vortex-compact	173930439	179698081	0.97
tpch_q11/duckdb:vortex-compact	39696721	39671996	1.00
tpch_q12/duckdb:vortex-compact	200248013	203425257	0.98
tpch_q13/duckdb:vortex-compact	273278305	276310348	0.99
tpch_q14/duckdb:vortex-compact	99629405	99048538	1.01
tpch_q15/duckdb:vortex-compact	112445120	111859623	1.01
tpch_q16/duckdb:vortex-compact	81305923	82436091	0.99
tpch_q17/duckdb:vortex-compact	110278689	111557107	0.99
tpch_q18/duckdb:vortex-compact	288684749	291616527	0.99
tpch_q19/duckdb:vortex-compact	107468686	106924259	1.01
tpch_q20/duckdb:vortex-compact	202412524	201810061	1.00
tpch_q21/duckdb:vortex-compact	610351222	613870965	0.99
tpch_q22/duckdb:vortex-compact	83867171	85510558	0.98

duckdb / parquet (0.991x ➖, 0↑ 0↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	255594631	255947510	1.00
tpch_q02/duckdb:parquet	93856344	94487085	0.99
tpch_q03/duckdb:parquet	212422124	207589387	1.02
tpch_q04/duckdb:parquet	131854595	135327665	0.97
tpch_q05/duckdb:parquet	218131687	217421702	1.00
tpch_q06/duckdb:parquet	65560327	66572904	0.98
tpch_q07/duckdb:parquet	182519235	177852411	1.03
tpch_q08/duckdb:parquet	250379960	254765915	0.98
tpch_q09/duckdb:parquet	486713339	487129550	1.00
tpch_q10/duckdb:parquet	611648190	616246703	0.99
tpch_q11/duckdb:parquet	58136319	60438999	0.96
tpch_q12/duckdb:parquet	120700411	125066290	0.97
tpch_q13/duckdb:parquet	447319800	449573721	0.99
tpch_q14/duckdb:parquet	171586263	171548579	1.00
tpch_q15/duckdb:parquet	95747116	98312290	0.97
tpch_q16/duckdb:parquet	156210560	165057351	0.95
tpch_q17/duckdb:parquet	175018111	173893628	1.01
tpch_q18/duckdb:parquet	353631047	350677955	1.01
tpch_q19/duckdb:parquet	282586834	284342006	0.99
tpch_q20/duckdb:parquet	229308570	231149182	0.99
tpch_q21/duckdb:parquet	558041136	559913228	1.00
tpch_q22/duckdb:parquet	288840927	291218512	0.99

duckdb / duckdb (0.992x ➖, 0↑ 0↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	116849239	116864503	1.00
tpch_q02/duckdb:duckdb	44710852	45669405	0.98
tpch_q03/duckdb:duckdb	96249325	97265414	0.99
tpch_q04/duckdb:duckdb	130538428	131639342	0.99
tpch_q05/duckdb:duckdb	109229083	108971023	1.00
tpch_q06/duckdb:duckdb	37045372	37210060	1.00
tpch_q07/duckdb:duckdb	86414013	86766660	1.00
tpch_q08/duckdb:duckdb	109556802	110676815	0.99
tpch_q09/duckdb:duckdb	277522910	276843830	1.00
tpch_q10/duckdb:duckdb	203274584	205702391	0.99
tpch_q11/duckdb:duckdb	15444600	15436955	1.00
tpch_q12/duckdb:duckdb	84557756	85196885	0.99
tpch_q13/duckdb:duckdb	222764630	224098184	0.99
tpch_q14/duckdb:duckdb	70887354	72025650	0.98
tpch_q15/duckdb:duckdb	77212587	77190238	1.00
tpch_q16/duckdb:duckdb	72665276	74358927	0.98
tpch_q17/duckdb:duckdb	84484995	84869962	1.00
tpch_q18/duckdb:duckdb	211486860	214245501	0.99
tpch_q19/duckdb:duckdb	116086399	115558058	1.00
tpch_q20/duckdb:duckdb	112007423	112657172	0.99
tpch_q21/duckdb:duckdb	293504544	294865645	1.00
tpch_q22/duckdb:duckdb	66412340	68499288	0.97

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-0.2%	+3.3%	-3.4%	+10.0%	➖ noise
1	datafusion:vortex-compact	-0.3%	+3.3%	-3.5%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	-1.4%	+3.3%	-4.5%	+10.0%	➖ noise
1	duckdb:duckdb	-0.0%	+3.3%	-3.2%	+10.0%	➖ noise
1	duckdb:vortex-compact	-0.1%	+3.3%	-3.3%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	-0.0%	+3.3%	-3.2%	+10.0%	➖ noise
2	datafusion:arrow	+1.5%	-1.3%	+2.9%	+10.0%	➖ noise
2	datafusion:vortex-compact	-2.4%	-1.3%	-1.1%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-2.7%	-1.3%	-1.4%	+10.0%	➖ noise
2	duckdb:duckdb	-2.1%	-1.3%	-0.8%	+10.0%	➖ noise
2	duckdb:vortex-compact	+2.8%	-1.3%	+4.2%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-0.8%	-1.3%	+0.5%	+10.0%	➖ noise
3	datafusion:arrow	-3.5%	+0.9%	-4.4%	+10.0%	➖ noise
3	datafusion:vortex-compact	-0.8%	+0.9%	-1.6%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-0.9%	+0.9%	-1.8%	+10.0%	➖ noise
3	duckdb:duckdb	-1.0%	+0.9%	-1.9%	+10.0%	➖ noise
3	duckdb:vortex-compact	-0.1%	+0.9%	-1.0%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-4.4%	+0.9%	-5.3%	+10.0%	➖ noise
4	datafusion:arrow	-1.5%	-1.7%	+0.2%	+10.0%	➖ noise
4	datafusion:vortex-compact	-0.1%	-1.7%	+1.7%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-1.4%	-1.7%	+0.3%	+10.0%	➖ noise
4	duckdb:duckdb	-0.8%	-1.7%	+0.9%	+10.0%	➖ noise
4	duckdb:vortex-compact	-0.5%	-1.7%	+1.2%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+0.1%	-1.7%	+1.8%	+10.0%	➖ noise
5	datafusion:arrow	-2.3%	-1.2%	-1.1%	+10.0%	➖ noise
5	datafusion:vortex-compact	-1.7%	-1.2%	-0.5%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-2.1%	-1.2%	-0.9%	+10.0%	➖ noise
5	duckdb:duckdb	+0.2%	-1.2%	+1.5%	+10.0%	➖ noise
5	duckdb:vortex-compact	-1.0%	-1.2%	+0.2%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-1.6%	-1.2%	-0.4%	+10.0%	➖ noise
6	datafusion:arrow	-4.0%	-1.5%	-2.5%	+10.0%	➖ noise
6	datafusion:vortex-compact	+0.9%	-1.5%	+2.4%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-3.6%	-1.5%	-2.1%	+10.0%	➖ noise
6	duckdb:duckdb	-0.4%	-1.5%	+1.1%	+10.3%	➖ noise
6	duckdb:vortex-compact	+0.6%	-1.5%	+2.2%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-0.2%	-1.5%	+1.3%	+10.0%	➖ noise
7	datafusion:arrow	-2.9%	+0.9%	-3.7%	+10.0%	➖ noise
7	datafusion:vortex-compact	-2.4%	+0.9%	-3.3%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-1.8%	+0.9%	-2.7%	+10.0%	➖ noise
7	duckdb:duckdb	-0.4%	+0.9%	-1.3%	+10.0%	➖ noise
7	duckdb:vortex-compact	-1.3%	+0.9%	-2.2%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-0.5%	+0.9%	-1.4%	+10.0%	➖ noise
8	datafusion:arrow	-3.6%	-0.9%	-2.7%	+10.0%	➖ noise
8	datafusion:vortex-compact	-1.2%	-0.9%	-0.3%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-0.5%	-0.9%	+0.5%	+10.0%	➖ noise
8	duckdb:duckdb	-1.0%	-0.9%	-0.1%	+10.0%	➖ noise
8	duckdb:vortex-compact	+0.7%	-0.9%	+1.6%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-1.6%	-0.9%	-0.7%	+10.0%	➖ noise
9	datafusion:arrow	-0.0%	-0.5%	+0.5%	+10.0%	➖ noise
9	datafusion:vortex-compact	-1.9%	-0.5%	-1.4%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-1.4%	-0.5%	-0.9%	+10.0%	➖ noise
9	duckdb:duckdb	+0.2%	-0.5%	+0.7%	+10.0%	➖ noise
9	duckdb:vortex-compact	-1.8%	-0.5%	-1.3%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+0.2%	-0.5%	+0.7%	+10.0%	➖ noise
10	datafusion:arrow	-2.9%	-0.9%	-2.0%	+10.0%	➖ noise
10	datafusion:vortex-compact	-1.5%	-0.9%	-0.5%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-1.3%	-0.9%	-0.4%	+10.0%	➖ noise
10	duckdb:duckdb	-1.2%	-0.9%	-0.3%	+10.0%	➖ noise
10	duckdb:vortex-compact	-3.2%	-0.9%	-2.3%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-6.3%	-0.9%	-5.5%	+10.0%	➖ noise
11	datafusion:arrow	-1.5%	-0.9%	-0.6%	+10.0%	➖ noise
11	datafusion:vortex-compact	-1.0%	-0.9%	-0.1%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-2.7%	-0.9%	-1.9%	+10.0%	➖ noise
11	duckdb:duckdb	+0.0%	-0.9%	+0.9%	+10.4%	➖ noise
11	duckdb:vortex-compact	+0.1%	-0.9%	+1.0%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-3.1%	-0.9%	-2.3%	+10.0%	➖ noise
12	datafusion:arrow	-15.2%	-4.7%	-11.0%	+37.8%	➖ noise
12	datafusion:vortex-compact	-0.5%	-4.7%	+4.4%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-1.6%	-4.7%	+3.3%	+10.0%	➖ noise
12	duckdb:duckdb	-0.8%	-4.7%	+4.2%	+10.0%	➖ noise
12	duckdb:vortex-compact	-1.6%	-4.7%	+3.3%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-3.3%	-4.7%	+1.4%	+10.0%	➖ noise
13	datafusion:arrow	-1.3%	-0.2%	-1.2%	+10.0%	➖ noise
13	datafusion:vortex-compact	-2.1%	-0.2%	-1.9%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-0.8%	-0.2%	-0.6%	+10.0%	➖ noise
13	duckdb:duckdb	-0.6%	-0.2%	-0.4%	+10.0%	➖ noise
13	duckdb:vortex-compact	-1.1%	-0.2%	-0.9%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-0.0%	-0.2%	+0.1%	+10.0%	➖ noise
14	datafusion:arrow	-5.3%	-1.9%	-3.5%	+10.0%	➖ noise
14	datafusion:vortex-compact	-2.1%	-1.9%	-0.3%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-1.1%	-1.9%	+0.8%	+10.0%	➖ noise
14	duckdb:duckdb	-1.6%	-1.9%	+0.3%	+10.0%	➖ noise
14	duckdb:vortex-compact	+0.6%	-1.9%	+2.5%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+0.6%	-1.9%	+2.5%	+10.0%	➖ noise
15	datafusion:arrow	-2.3%	+0.6%	-2.9%	+10.0%	➖ noise
15	datafusion:vortex-compact	-1.9%	+0.6%	-2.4%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-0.3%	+0.6%	-0.8%	+10.0%	➖ noise
15	duckdb:duckdb	+0.0%	+0.6%	-0.5%	+10.0%	➖ noise
15	duckdb:vortex-compact	+0.5%	+0.6%	-0.0%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-1.7%	+0.6%	-2.2%	+10.0%	➖ noise
16	datafusion:arrow	+0.2%	-3.4%	+3.8%	+10.0%	➖ noise
16	datafusion:vortex-compact	-3.0%	-3.4%	+0.5%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-3.1%	-3.4%	+0.3%	+10.0%	➖ noise
16	duckdb:duckdb	-2.3%	-3.4%	+1.2%	+10.0%	➖ noise
16	duckdb:vortex-compact	-1.4%	-3.4%	+2.1%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	+0.1%	-3.4%	+3.7%	+10.0%	➖ noise
17	datafusion:arrow	-0.9%	-0.4%	-0.4%	+10.0%	➖ noise
17	datafusion:vortex-compact	-5.9%	-0.4%	-5.5%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-0.0%	-0.4%	+0.4%	+10.0%	➖ noise
17	duckdb:duckdb	-0.5%	-0.4%	-0.0%	+10.0%	➖ noise
17	duckdb:vortex-compact	-1.1%	-0.4%	-0.7%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	-0.4%	-0.4%	+0.1%	+10.0%	➖ noise
18	datafusion:arrow	-3.6%	-1.2%	-2.5%	+10.0%	➖ noise
18	datafusion:vortex-compact	-1.6%	-1.2%	-0.4%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-1.7%	-1.2%	-0.5%	+10.0%	➖ noise
18	duckdb:duckdb	-1.3%	-1.2%	-0.1%	+10.0%	➖ noise
18	duckdb:vortex-compact	-1.0%	-1.2%	+0.2%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-1.2%	-1.2%	-0.0%	+10.0%	➖ noise
19	datafusion:arrow	-2.4%	+1.4%	-3.7%	+10.0%	➖ noise
19	datafusion:vortex-compact	-2.2%	+1.4%	-3.6%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-0.5%	+1.4%	-1.9%	+10.0%	➖ noise
19	duckdb:duckdb	+0.5%	+1.4%	-0.9%	+10.0%	➖ noise
19	duckdb:vortex-compact	+0.5%	+1.4%	-0.9%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	-1.8%	+1.4%	-3.2%	+10.0%	➖ noise
20	datafusion:arrow	-1.5%	-1.5%	-0.1%	+10.0%	➖ noise
20	datafusion:vortex-compact	-1.1%	-1.5%	+0.4%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	-2.3%	-1.5%	-0.8%	+10.0%	➖ noise
20	duckdb:duckdb	-0.6%	-1.5%	+0.9%	+10.0%	➖ noise
20	duckdb:vortex-compact	+0.3%	-1.5%	+1.8%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	+0.2%	-1.5%	+1.7%	+10.0%	➖ noise
21	datafusion:arrow	-1.7%	-0.6%	-1.1%	+10.0%	➖ noise
21	datafusion:vortex-compact	-2.4%	-0.6%	-1.8%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	-1.7%	-0.6%	-1.1%	+10.0%	➖ noise
21	duckdb:duckdb	-0.5%	-0.6%	+0.1%	+10.0%	➖ noise
21	duckdb:vortex-compact	-0.6%	-0.6%	+0.0%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	-1.0%	-0.6%	-0.4%	+10.0%	➖ noise
22	datafusion:arrow	-4.9%	+0.8%	-5.7%	+10.0%	➖ noise
22	datafusion:vortex-compact	-0.2%	+0.8%	-1.0%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	-0.1%	+0.8%	-0.9%	+10.0%	➖ noise
22	duckdb:duckdb	-3.0%	+0.8%	-3.8%	+10.0%	➖ noise
22	duckdb:vortex-compact	-1.9%	+0.8%	-2.7%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-0.5%	+0.8%	-1.3%	+10.0%	➖ noise

github-actions · 2026-04-28T14:08:20Z

Benchmarks: FineWeb NVMe

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +3.4%
Vortex (geomean): 0.991x ➖
Parquet (geomean): 0.959x ➖
Shifts: Parquet (control) -4.1% · Median polish -3.4%

datafusion / vortex-file-compressed (1.055x ➖, 0↑ 2↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	5485768	5658561	0.97
fineweb_q01/datafusion:vortex-file-compressed	22218026	20764058	1.07
fineweb_q02/datafusion:vortex-file-compressed	21712834	21273727	1.02
fineweb_q03/datafusion:vortex-file-compressed 🚨	76040543	63815790	1.19
fineweb_q04/datafusion:vortex-file-compressed	231279620	236895460	0.98
fineweb_q05/datafusion:vortex-file-compressed	217285958	224222041	0.97
fineweb_q06/datafusion:vortex-file-compressed	53518033	55584779	0.96
fineweb_q07/datafusion:vortex-file-compressed	56256280	60451747	0.93
fineweb_q08/datafusion:vortex-file-compressed 🚨	32521351	21516522	1.51

datafusion / vortex-compact (0.942x ➖, 2↑ 0↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	5552442	5780875	0.96
fineweb_q01/datafusion:vortex-compact 🚀	124091200	139848200	0.89
fineweb_q02/datafusion:vortex-compact	129593114	137889875	0.94
fineweb_q03/datafusion:vortex-compact	1030835792	1052159315	0.98
fineweb_q04/datafusion:vortex-compact	1092494244	1136998423	0.96
fineweb_q05/datafusion:vortex-compact	955453745	949868441	1.01
fineweb_q06/datafusion:vortex-compact	524077520	525674464	1.00
fineweb_q07/datafusion:vortex-compact	548530043	550788334	1.00
fineweb_q08/datafusion:vortex-compact 🚀	19400686	24920751	0.78

datafusion / parquet (0.955x ➖, 1↑ 0↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet 🚀	6325244	7051710	0.90
fineweb_q01/datafusion:parquet	278501785	290258239	0.96
fineweb_q02/datafusion:parquet	279995567	294329789	0.95
fineweb_q03/datafusion:parquet	294828588	289803987	1.02
fineweb_q04/datafusion:parquet	297713714	308651501	0.96
fineweb_q05/datafusion:parquet	291985454	307301787	0.95
fineweb_q06/datafusion:parquet	283218464	301812161	0.94
fineweb_q07/datafusion:parquet	278756460	289338765	0.96
fineweb_q08/datafusion:parquet	274485269	286972741	0.96

duckdb / vortex-file-compressed (1.005x ➖, 0↑ 1↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	3206387	3302475	0.97
fineweb_q01/duckdb:vortex-file-compressed	22158945	23690819	0.94
fineweb_q02/duckdb:vortex-file-compressed	23502131	24007879	0.98
fineweb_q03/duckdb:vortex-file-compressed 🚨	159324981	116978949	1.36
fineweb_q04/duckdb:vortex-file-compressed	223154948	226013447	0.99
fineweb_q05/duckdb:vortex-file-compressed	208554337	214261733	0.97
fineweb_q06/duckdb:vortex-file-compressed	51469237	53531223	0.96
fineweb_q07/duckdb:vortex-file-compressed	54615167	56419308	0.97
fineweb_q08/duckdb:vortex-file-compressed	22489875	23193098	0.97

duckdb / vortex-compact (0.966x ➖, 1↑ 1↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	3761769	4023403	0.93
fineweb_q01/duckdb:vortex-compact 🚀	88113127	110835703	0.79
fineweb_q02/duckdb:vortex-compact	114220517	119345778	0.96
fineweb_q03/duckdb:vortex-compact	861451487	870787233	0.99
fineweb_q04/duckdb:vortex-compact	895292954	922089126	0.97
fineweb_q05/duckdb:vortex-compact	804891890	817468712	0.98
fineweb_q06/duckdb:vortex-compact	453775168	479150163	0.95
fineweb_q07/duckdb:vortex-compact	476285680	479470784	0.99
fineweb_q08/duckdb:vortex-compact 🚨	25833924	22416205	1.15

duckdb / parquet (0.963x ➖, 1↑ 0↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	29935272	31581638	0.95
fineweb_q01/duckdb:parquet	82381926	84127135	0.98
fineweb_q02/duckdb:parquet	83173267	86087750	0.97
fineweb_q03/duckdb:parquet	307840454	313444648	0.98
fineweb_q04/duckdb:parquet	440014452	440940198	1.00
fineweb_q05/duckdb:parquet	408661518	412760244	0.99
fineweb_q06/duckdb:parquet	197031062	201379728	0.98
fineweb_q07/duckdb:parquet	208878517	211995101	0.99
fineweb_q08/duckdb:parquet 🚀	28986393	34101178	0.85

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-4.0%	-7.8%	+4.2%	+51.4%	➖ noise
0	datafusion:vortex-file-compressed	-3.1%	-7.8%	+5.1%	+49.4%	➖ noise
0	duckdb:vortex-compact	-6.5%	-7.8%	+1.4%	+47.8%	➖ noise
0	duckdb:vortex-file-compressed	-2.9%	-7.8%	+5.3%	+86.1%	➖ noise
1	datafusion:vortex-compact	-11.3%	-3.1%	-8.5%	+12.2%	➖ noise
1	datafusion:vortex-file-compressed	+7.0%	-3.1%	+10.4%	+34.9%	➖ noise
1	duckdb:vortex-compact	-20.5%	-3.1%	-18.0%	+26.0%	➖ noise
1	duckdb:vortex-file-compressed	-6.5%	-3.1%	-3.5%	+62.7%	➖ noise
2	datafusion:vortex-compact	-6.0%	-4.1%	-2.0%	+10.5%	➖ noise
2	datafusion:vortex-file-compressed	+2.1%	-4.1%	+6.5%	+10.9%	➖ noise
2	duckdb:vortex-compact	-4.3%	-4.1%	-0.2%	+17.6%	➖ noise
2	duckdb:vortex-file-compressed	-2.1%	-4.1%	+2.1%	+10.0%	➖ noise
3	datafusion:vortex-compact	-2.0%	-0.0%	-2.0%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+19.2%	-0.0%	+19.2%	+52.9%	➖ noise
3	duckdb:vortex-compact	-1.1%	-0.0%	-1.0%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+36.2%	-0.0%	+36.3%	+36.9%	➖ noise
4	datafusion:vortex-compact	-3.9%	-1.9%	-2.1%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-2.4%	-1.9%	-0.5%	+10.0%	➖ noise
4	duckdb:vortex-compact	-2.9%	-1.9%	-1.0%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-1.3%	-1.9%	+0.6%	+10.0%	➖ noise
5	datafusion:vortex-compact	+0.6%	-3.0%	+3.7%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-3.1%	-3.0%	-0.1%	+10.0%	➖ noise
5	duckdb:vortex-compact	-1.5%	-3.0%	+1.5%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-2.7%	-3.0%	+0.4%	+10.0%	➖ noise
6	datafusion:vortex-compact	-0.3%	-4.2%	+4.0%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-3.7%	-4.2%	+0.5%	+15.9%	➖ noise
6	duckdb:vortex-compact	-5.3%	-4.2%	-1.2%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-3.9%	-4.2%	+0.3%	+10.0%	➖ noise
7	datafusion:vortex-compact	-0.4%	-2.6%	+2.2%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-6.9%	-2.6%	-4.5%	+21.7%	➖ noise
7	duckdb:vortex-compact	-0.7%	-2.6%	+2.0%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-3.2%	-2.6%	-0.6%	+10.0%	➖ noise
8	datafusion:vortex-compact	-22.2%	-9.8%	-13.7%	+44.4%	➖ noise
8	datafusion:vortex-file-compressed	+51.1%	-9.8%	+67.6%	+36.1%	🚨 regression
8	duckdb:vortex-compact	+15.2%	-9.8%	+27.8%	+23.2%	🚨 regression
8	duckdb:vortex-file-compressed	-3.0%	-9.8%	+7.5%	+31.8%	➖ noise

github-actions · 2026-04-28T14:08:20Z

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.4%
Vortex (geomean): 0.993x ➖
Parquet (geomean): 0.997x ➖
Shifts: Parquet (control) -0.3% · Median polish -0.4%

duckdb / vortex-file-compressed (0.994x ➖, 0↑ 1↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	12326943	12077442	1.02
statpopgen_q01/duckdb:vortex-file-compressed 🚨	22959000	20188809	1.14
statpopgen_q02/duckdb:vortex-file-compressed	1388272523	1408210058	0.99
statpopgen_q03/duckdb:vortex-file-compressed	3091971262	3181904908	0.97
statpopgen_q04/duckdb:vortex-file-compressed	3123227217	3144766057	0.99
statpopgen_q05/duckdb:vortex-file-compressed	1448904275	1496152233	0.97
statpopgen_q06/duckdb:vortex-file-compressed	2145575326	2172644057	0.99
statpopgen_q07/duckdb:vortex-file-compressed	219576369	229124327	0.96
statpopgen_q08/duckdb:vortex-file-compressed	252481599	263304551	0.96
statpopgen_q09/duckdb:vortex-file-compressed	2896567345	2976649208	0.97
statpopgen_q10/duckdb:vortex-file-compressed	4711805863	4777954713	0.99

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

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	11155602	11543986	0.97
statpopgen_q01/duckdb:vortex-compact	166567025	165875730	1.00
statpopgen_q02/duckdb:vortex-compact	1844520174	1843946251	1.00
statpopgen_q03/duckdb:vortex-compact	3531959542	3525806247	1.00
statpopgen_q04/duckdb:vortex-compact	3530115651	3527921471	1.00
statpopgen_q05/duckdb:vortex-compact	1864037229	1910231083	0.98
statpopgen_q06/duckdb:vortex-compact	2679845107	2688768128	1.00
statpopgen_q07/duckdb:vortex-compact	898668047	892148243	1.01
statpopgen_q08/duckdb:vortex-compact	938321544	924040784	1.02
statpopgen_q09/duckdb:vortex-compact	3258818942	3379978073	0.96
statpopgen_q10/duckdb:vortex-compact	5365992245	5425607324	0.99

duckdb / parquet (0.997x ➖, 0↑ 0↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	325933378	333120333	0.98
statpopgen_q01/duckdb:parquet	411879471	416841037	0.99
statpopgen_q02/duckdb:parquet	1004191385	1022200347	0.98
statpopgen_q03/duckdb:parquet	1503194676	1502661234	1.00
statpopgen_q04/duckdb:parquet	1512057939	1521225414	0.99
statpopgen_q05/duckdb:parquet	1017436702	1028277288	0.99
statpopgen_q06/duckdb:parquet	1502870825	1484722279	1.01
statpopgen_q07/duckdb:parquet	1328839420	1313379274	1.01
statpopgen_q08/duckdb:parquet	1321395971	1315929014	1.00
statpopgen_q09/duckdb:parquet	1352521528	1359329723	0.99
statpopgen_q10/duckdb:parquet	2685735908	2654083675	1.01

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	-3.4%	-2.2%	-1.2%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	+2.1%	-2.2%	+4.3%	+14.8%	➖ noise
1	duckdb:vortex-compact	+0.4%	-1.2%	+1.6%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	+13.7%	-1.2%	+15.1%	+202.1%	➖ noise
2	duckdb:vortex-compact	+0.0%	-1.8%	+1.8%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-1.4%	-1.8%	+0.4%	+10.0%	➖ noise
3	duckdb:vortex-compact	+0.2%	+0.0%	+0.1%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-2.8%	+0.0%	-2.9%	+10.0%	➖ noise
4	duckdb:vortex-compact	+0.1%	-0.6%	+0.7%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-0.7%	-0.6%	-0.1%	+10.0%	➖ noise
5	duckdb:vortex-compact	-2.4%	-1.1%	-1.4%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-3.2%	-1.1%	-2.1%	+10.0%	➖ noise
6	duckdb:vortex-compact	-0.3%	+1.2%	-1.5%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-1.2%	+1.2%	-2.4%	+10.0%	➖ noise
7	duckdb:vortex-compact	+0.7%	+1.2%	-0.4%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-4.2%	+1.2%	-5.3%	+10.0%	➖ noise
8	duckdb:vortex-compact	+1.5%	+0.4%	+1.1%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-4.1%	+0.4%	-4.5%	+10.0%	➖ noise
9	duckdb:vortex-compact	-3.6%	-0.5%	-3.1%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-2.7%	-0.5%	-2.2%	+10.0%	➖ noise
10	duckdb:vortex-compact	-1.1%	+1.2%	-2.3%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-1.4%	+1.2%	-2.5%	+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: -2.5%
Vortex (geomean): 0.945x ➖
Parquet (geomean): 0.965x ➖
Shifts: Parquet (control) -3.5% · Median polish -5.3%

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

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	51226392	54090070	0.95
tpch_q02/datafusion:vortex-file-compressed	22564223	23018270	0.98
tpch_q03/datafusion:vortex-file-compressed	27717643	30079268	0.92
tpch_q04/datafusion:vortex-file-compressed	21195739	22810140	0.93
tpch_q05/datafusion:vortex-file-compressed	48352995	53263834	0.91
tpch_q06/datafusion:vortex-file-compressed	12913190	13425629	0.96
tpch_q07/datafusion:vortex-file-compressed	55379569	59089839	0.94
tpch_q08/datafusion:vortex-file-compressed	39849225	42736636	0.93
tpch_q09/datafusion:vortex-file-compressed	54085965	54352284	1.00
tpch_q10/datafusion:vortex-file-compressed	39678367	42286771	0.94
tpch_q11/datafusion:vortex-file-compressed	16207337	16738378	0.97
tpch_q12/datafusion:vortex-file-compressed	26150353	26727400	0.98
tpch_q13/datafusion:vortex-file-compressed	25284920	26628218	0.95
tpch_q14/datafusion:vortex-file-compressed	17473811	17739632	0.99
tpch_q15/datafusion:vortex-file-compressed	26913961	28681642	0.94
tpch_q16/datafusion:vortex-file-compressed	18858328	19966833	0.94
tpch_q17/datafusion:vortex-file-compressed	67281592	69707875	0.97
tpch_q18/datafusion:vortex-file-compressed	79618807	86578829	0.92
tpch_q19/datafusion:vortex-file-compressed	22960451	24174256	0.95
tpch_q20/datafusion:vortex-file-compressed	30418539	32524114	0.94
tpch_q21/datafusion:vortex-file-compressed	72768583	78999367	0.92
tpch_q22/datafusion:vortex-file-compressed	12242420	13412960	0.91

datafusion / vortex-compact (0.943x ➖, 1↑ 0↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	59014222	62348588	0.95
tpch_q02/datafusion:vortex-compact	25425199	26511811	0.96
tpch_q03/datafusion:vortex-compact	29877946	31443286	0.95
tpch_q04/datafusion:vortex-compact	24881925	25461389	0.98
tpch_q05/datafusion:vortex-compact	52656157	56084665	0.94
tpch_q06/datafusion:vortex-compact	14417921	15406971	0.94
tpch_q07/datafusion:vortex-compact	60424565	65175815	0.93
tpch_q08/datafusion:vortex-compact	44163233	46335215	0.95
tpch_q09/datafusion:vortex-compact	57316226	61872742	0.93
tpch_q10/datafusion:vortex-compact	47402390	49658936	0.95
tpch_q11/datafusion:vortex-compact	16764646	17877726	0.94
tpch_q12/datafusion:vortex-compact	33977230	35269046	0.96
tpch_q13/datafusion:vortex-compact	31801329	33527482	0.95
tpch_q14/datafusion:vortex-compact	21396628	21833018	0.98
tpch_q15/datafusion:vortex-compact	33372759	34797717	0.96
tpch_q16/datafusion:vortex-compact	23289723	24589436	0.95
tpch_q17/datafusion:vortex-compact	69627235	76029767	0.92
tpch_q18/datafusion:vortex-compact 🚀	85919959	96632708	0.89
tpch_q19/datafusion:vortex-compact	30949125	32902938	0.94
tpch_q20/datafusion:vortex-compact	35614023	38385281	0.93
tpch_q21/datafusion:vortex-compact	81155404	87477433	0.93
tpch_q22/datafusion:vortex-compact	12600415	13379894	0.94

datafusion / parquet (0.959x ➖, 1↑ 0↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	117395782	114707964	1.02
tpch_q02/datafusion:parquet	63931173	66783267	0.96
tpch_q03/datafusion:parquet	73034212	72547750	1.01
tpch_q04/datafusion:parquet	46321367	46852624	0.99
tpch_q05/datafusion:parquet	96688176	99983369	0.97
tpch_q06/datafusion:parquet	42821785	43713870	0.98
tpch_q07/datafusion:parquet	107344316	111085787	0.97
tpch_q08/datafusion:parquet	98262669	101218138	0.97
tpch_q09/datafusion:parquet	127289104	136526044	0.93
tpch_q10/datafusion:parquet	114247226	118966978	0.96
tpch_q11/datafusion:parquet	43258793	45072810	0.96
tpch_q12/datafusion:parquet	87268868	92268621	0.95
tpch_q13/datafusion:parquet	192578525	205469959	0.94
tpch_q14/datafusion:parquet	48647697	46907855	1.04
tpch_q15/datafusion:parquet	59247257	64522889	0.92
tpch_q16/datafusion:parquet	44089194	47496752	0.93
tpch_q17/datafusion:parquet 🚀	132198333	156393854	0.85
tpch_q18/datafusion:parquet	160989516	168132801	0.96
tpch_q19/datafusion:parquet	82218632	90376267	0.91
tpch_q20/datafusion:parquet	69913731	70457682	0.99
tpch_q21/datafusion:parquet	134686762	143015432	0.94
tpch_q22/datafusion:parquet	31614191	31826716	0.99

datafusion / arrow (0.938x ➖, 3↑ 0↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	56179348	58454320	0.96
tpch_q02/datafusion:arrow	18092547	19060062	0.95
tpch_q03/datafusion:arrow	30218328	33462777	0.90
tpch_q04/datafusion:arrow	27263311	28410438	0.96
tpch_q05/datafusion:arrow	80509259	78197718	1.03
tpch_q06/datafusion:arrow	20722744	21265894	0.97
tpch_q07/datafusion:arrow	102714142	107499778	0.96
tpch_q08/datafusion:arrow	44400208	46543952	0.95
tpch_q09/datafusion:arrow 🚀	62462575	74896586	0.83
tpch_q10/datafusion:arrow	47315435	52014118	0.91
tpch_q11/datafusion:arrow	9215670	9619687	0.96
tpch_q12/datafusion:arrow	52126971	56652237	0.92
tpch_q13/datafusion:arrow	48685754	49884225	0.98
tpch_q14/datafusion:arrow	21884885	23269572	0.94
tpch_q15/datafusion:arrow 🚀	42231478	47387093	0.89
tpch_q16/datafusion:arrow	18885237	19556909	0.97
tpch_q17/datafusion:arrow	68089310	74343983	0.92
tpch_q18/datafusion:arrow	135855220	146349311	0.93
tpch_q19/datafusion:arrow	36867842	39207684	0.94
tpch_q20/datafusion:arrow 🚀	33907722	38261423	0.89
tpch_q21/datafusion:arrow	148187631	158852480	0.93
tpch_q22/datafusion:arrow	17568588	18247092	0.96

duckdb / vortex-file-compressed (0.950x ➖, 3↑ 0↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	32030165	32170684	1.00
tpch_q02/duckdb:vortex-file-compressed	26263807	26062942	1.01
tpch_q03/duckdb:vortex-file-compressed	29997191	30991522	0.97
tpch_q04/duckdb:vortex-file-compressed	29262376	31070945	0.94
tpch_q05/duckdb:vortex-file-compressed	33750306	35355411	0.95
tpch_q06/duckdb:vortex-file-compressed	11987406	11368757	1.05
tpch_q07/duckdb:vortex-file-compressed	40299815	40275153	1.00
tpch_q08/duckdb:vortex-file-compressed	36957539	40193683	0.92
tpch_q09/duckdb:vortex-file-compressed	73394269	79036483	0.93
tpch_q10/duckdb:vortex-file-compressed	34420789	36420641	0.95
tpch_q11/duckdb:vortex-file-compressed	14290446	15133820	0.94
tpch_q12/duckdb:vortex-file-compressed	20948311	22205480	0.94
tpch_q13/duckdb:vortex-file-compressed	34463894	37461375	0.92
tpch_q14/duckdb:vortex-file-compressed	21375010	22011240	0.97
tpch_q15/duckdb:vortex-file-compressed	16374824	17433183	0.94
tpch_q16/duckdb:vortex-file-compressed	27974139	29242008	0.96
tpch_q17/duckdb:vortex-file-compressed	25326679	26158020	0.97
tpch_q18/duckdb:vortex-file-compressed	49099696	53625040	0.92
tpch_q19/duckdb:vortex-file-compressed	29290391	30077744	0.97
tpch_q20/duckdb:vortex-file-compressed 🚀	33175413	37358310	0.89
tpch_q21/duckdb:vortex-file-compressed 🚀	102874935	115854620	0.89
tpch_q22/duckdb:vortex-file-compressed 🚀	16765232	18878831	0.89

duckdb / vortex-compact (0.942x ➖, 2↑ 0↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	38098455	39461759	0.97
tpch_q02/duckdb:vortex-compact	34283466	36792185	0.93
tpch_q03/duckdb:vortex-compact	32758155	33624295	0.97
tpch_q04/duckdb:vortex-compact	33817014	36066669	0.94
tpch_q05/duckdb:vortex-compact	37863652	39202863	0.97
tpch_q06/duckdb:vortex-compact	14796232	15658436	0.94
tpch_q07/duckdb:vortex-compact	42670670	45347350	0.94
tpch_q08/duckdb:vortex-compact	44817200	47200346	0.95
tpch_q09/duckdb:vortex-compact	83077789	88446016	0.94
tpch_q10/duckdb:vortex-compact	39134513	40459953	0.97
tpch_q11/duckdb:vortex-compact	19062716	19185368	0.99
tpch_q12/duckdb:vortex-compact	34767322	36681263	0.95
tpch_q13/duckdb:vortex-compact	44527891	47262722	0.94
tpch_q14/duckdb:vortex-compact	28970011	30984133	0.93
tpch_q15/duckdb:vortex-compact	19597514	20743524	0.94
tpch_q16/duckdb:vortex-compact	34346062	36333008	0.95
tpch_q17/duckdb:vortex-compact	30103050	31886135	0.94
tpch_q18/duckdb:vortex-compact	48928216	52961928	0.92
tpch_q19/duckdb:vortex-compact 🚀	33553907	37304903	0.90
tpch_q20/duckdb:vortex-compact	41944588	44955219	0.93
tpch_q21/duckdb:vortex-compact	107495754	118245808	0.91
tpch_q22/duckdb:vortex-compact 🚀	18990052	21199069	0.90

duckdb / parquet (0.972x ➖, 1↑ 0↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	75298395	79174635	0.95
tpch_q02/duckdb:parquet	39713192	40909448	0.97
tpch_q03/duckdb:parquet	72423081	71087127	1.02
tpch_q04/duckdb:parquet	46396622	48517051	0.96
tpch_q05/duckdb:parquet	64946989	68957626	0.94
tpch_q06/duckdb:parquet	20452772	20844926	0.98
tpch_q07/duckdb:parquet 🚀	66906725	75303551	0.89
tpch_q08/duckdb:parquet	80213570	83821622	0.96
tpch_q09/duckdb:parquet	156003893	154709364	1.01
tpch_q10/duckdb:parquet	131486891	126531198	1.04
tpch_q11/duckdb:parquet	22500009	23305791	0.97
tpch_q12/duckdb:parquet	44604794	48280691	0.92
tpch_q13/duckdb:parquet	246062389	266130794	0.92
tpch_q14/duckdb:parquet	50711339	49737750	1.02
tpch_q15/duckdb:parquet	24433616	24849611	0.98
tpch_q16/duckdb:parquet	54831749	58638029	0.94
tpch_q17/duckdb:parquet	55918523	53021826	1.05
tpch_q18/duckdb:parquet	111420563	117539512	0.95
tpch_q19/duckdb:parquet	65235903	66934843	0.97
tpch_q20/duckdb:parquet	64189923	63966298	1.00
tpch_q21/duckdb:parquet	172855435	178215665	0.97
tpch_q22/duckdb:parquet	51793376	53119563	0.98

duckdb / duckdb (0.928x ➖, 5↑ 0↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	15860359	16700420	0.95
tpch_q02/duckdb:duckdb	12665346	12894046	0.98
tpch_q03/duckdb:duckdb 🚀	18531328	20702709	0.90
tpch_q04/duckdb:duckdb	18344731	19019252	0.96
tpch_q05/duckdb:duckdb	19524308	21097397	0.93
tpch_q06/duckdb:duckdb	5332128	5643005	0.94
tpch_q07/duckdb:duckdb	21757724	24046410	0.90
tpch_q08/duckdb:duckdb	20950100	22438308	0.93
tpch_q09/duckdb:duckdb 🚀	53395391	60532804	0.88
tpch_q10/duckdb:duckdb	43885878	43595198	1.01
tpch_q11/duckdb:duckdb 🚀	5756871	6414557	0.90
tpch_q12/duckdb:duckdb	13781424	14822474	0.93
tpch_q13/duckdb:duckdb	37906698	39336223	0.96
tpch_q14/duckdb:duckdb 🚀	16125452	19003635	0.85
tpch_q15/duckdb:duckdb	11836036	13130221	0.90
tpch_q16/duckdb:duckdb	23819104	24374877	0.98
tpch_q17/duckdb:duckdb	13803737	14550748	0.95
tpch_q18/duckdb:duckdb	37786799	40273440	0.94
tpch_q19/duckdb:duckdb 🚀	25996489	30353204	0.86
tpch_q20/duckdb:duckdb	22352856	24175548	0.92
tpch_q21/duckdb:duckdb	55418659	60239510	0.92
tpch_q22/duckdb:duckdb	24027597	25467025	0.94

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-3.9%	-1.3%	-2.6%	+21.0%	➖ noise
1	datafusion:vortex-compact	-5.3%	-1.3%	-4.1%	+19.8%	➖ noise
1	datafusion:vortex-file-compressed	-5.3%	-1.3%	-4.0%	+19.5%	➖ noise
1	duckdb:duckdb	-5.0%	-1.3%	-3.7%	+19.3%	➖ noise
1	duckdb:vortex-compact	-3.5%	-1.3%	-2.1%	+19.0%	➖ noise
1	duckdb:vortex-file-compressed	-0.4%	-1.3%	+0.9%	+21.5%	➖ noise
2	datafusion:arrow	-5.1%	-3.6%	-1.5%	+11.4%	➖ noise
2	datafusion:vortex-compact	-4.1%	-3.6%	-0.5%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-2.0%	-3.6%	+1.7%	+10.0%	➖ noise
2	duckdb:duckdb	-1.8%	-3.6%	+1.9%	+10.0%	➖ noise
2	duckdb:vortex-compact	-6.8%	-3.6%	-3.3%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+0.8%	-3.6%	+4.5%	+10.0%	➖ noise
3	datafusion:arrow	-9.7%	+1.3%	-10.8%	+10.8%	✅ faster
3	datafusion:vortex-compact	-5.0%	+1.3%	-6.2%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-7.9%	+1.3%	-9.0%	+10.0%	➖ noise
3	duckdb:duckdb	-10.5%	+1.3%	-11.6%	+14.6%	➖ noise
3	duckdb:vortex-compact	-2.6%	+1.3%	-3.8%	+11.0%	➖ noise
3	duckdb:vortex-file-compressed	-3.2%	+1.3%	-4.4%	+13.7%	➖ noise
4	datafusion:arrow	-4.0%	-2.8%	-1.3%	+10.0%	➖ noise
4	datafusion:vortex-compact	-2.3%	-2.8%	+0.5%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-7.1%	-2.8%	-4.4%	+10.0%	➖ noise
4	duckdb:duckdb	-3.5%	-2.8%	-0.8%	+10.0%	➖ noise
4	duckdb:vortex-compact	-6.2%	-2.8%	-3.6%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-5.8%	-2.8%	-3.1%	+10.0%	➖ noise
5	datafusion:arrow	+3.0%	-4.6%	+7.9%	+10.0%	➖ noise
5	datafusion:vortex-compact	-6.1%	-4.6%	-1.6%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-9.2%	-4.6%	-4.9%	+10.0%	➖ noise
5	duckdb:duckdb	-7.5%	-4.6%	-3.0%	+10.1%	➖ noise
5	duckdb:vortex-compact	-3.4%	-4.6%	+1.2%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-4.5%	-4.6%	+0.0%	+11.5%	➖ noise
6	datafusion:arrow	-2.6%	-2.0%	-0.6%	+16.1%	➖ noise
6	datafusion:vortex-compact	-6.4%	-2.0%	-4.5%	+14.6%	➖ noise
6	datafusion:vortex-file-compressed	-3.8%	-2.0%	-1.9%	+14.7%	➖ noise
6	duckdb:duckdb	-5.5%	-2.0%	-3.6%	+16.5%	➖ noise
6	duckdb:vortex-compact	-5.5%	-2.0%	-3.6%	+19.5%	➖ noise
6	duckdb:vortex-file-compressed	+5.4%	-2.0%	+7.6%	+16.3%	➖ noise
7	datafusion:arrow	-4.5%	-7.3%	+3.1%	+10.0%	➖ noise
7	datafusion:vortex-compact	-7.3%	-7.3%	+0.1%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-6.3%	-7.3%	+1.1%	+10.0%	➖ noise
7	duckdb:duckdb	-9.5%	-7.3%	-2.3%	+10.0%	➖ noise
7	duckdb:vortex-compact	-5.9%	-7.3%	+1.6%	+10.7%	➖ noise
7	duckdb:vortex-file-compressed	+0.1%	-7.3%	+8.0%	+10.6%	➖ noise
8	datafusion:arrow	-4.6%	-3.6%	-1.0%	+10.0%	➖ noise
8	datafusion:vortex-compact	-4.7%	-3.6%	-1.1%	+10.6%	➖ noise
8	datafusion:vortex-file-compressed	-6.8%	-3.6%	-3.3%	+10.0%	➖ noise
8	duckdb:duckdb	-6.6%	-3.6%	-3.1%	+10.0%	➖ noise
8	duckdb:vortex-compact	-5.0%	-3.6%	-1.5%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-8.1%	-3.6%	-4.6%	+10.0%	➖ noise
9	datafusion:arrow	-16.6%	-3.0%	-14.0%	+12.6%	✅ faster
9	datafusion:vortex-compact	-7.4%	-3.0%	-4.5%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-0.5%	-3.0%	+2.6%	+10.0%	➖ noise
9	duckdb:duckdb	-11.8%	-3.0%	-9.0%	+10.6%	➖ noise
9	duckdb:vortex-compact	-6.1%	-3.0%	-3.1%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-7.1%	-3.0%	-4.2%	+10.9%	➖ noise
10	datafusion:arrow	-9.0%	-0.1%	-8.9%	+10.7%	➖ noise
10	datafusion:vortex-compact	-4.5%	-0.1%	-4.4%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-6.2%	-0.1%	-6.1%	+10.0%	➖ noise
10	duckdb:duckdb	+0.7%	-0.1%	+0.8%	+12.8%	➖ noise
10	duckdb:vortex-compact	-3.3%	-0.1%	-3.2%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-5.5%	-0.1%	-5.4%	+10.0%	➖ noise
11	datafusion:arrow	-4.2%	-3.7%	-0.5%	+10.0%	➖ noise
11	datafusion:vortex-compact	-6.2%	-3.7%	-2.6%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-3.2%	-3.7%	+0.6%	+10.0%	➖ noise
11	duckdb:duckdb	-10.3%	-3.7%	-6.8%	+10.0%	➖ noise
11	duckdb:vortex-compact	-0.6%	-3.7%	+3.2%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-5.6%	-3.7%	-1.9%	+10.0%	➖ noise
12	datafusion:arrow	-8.0%	-6.5%	-1.6%	+17.6%	➖ noise
12	datafusion:vortex-compact	-3.7%	-6.5%	+3.1%	+10.4%	➖ noise
12	datafusion:vortex-file-compressed	-2.2%	-6.5%	+4.7%	+10.5%	➖ noise
12	duckdb:duckdb	-7.0%	-6.5%	-0.5%	+11.7%	➖ noise
12	duckdb:vortex-compact	-5.2%	-6.5%	+1.4%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-5.7%	-6.5%	+0.9%	+10.0%	➖ noise
13	datafusion:arrow	-2.4%	-6.9%	+4.8%	+10.0%	➖ noise
13	datafusion:vortex-compact	-5.1%	-6.9%	+1.9%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-5.0%	-6.9%	+2.0%	+10.0%	➖ noise
13	duckdb:duckdb	-3.6%	-6.9%	+3.5%	+10.0%	➖ noise
13	duckdb:vortex-compact	-5.8%	-6.9%	+1.2%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-8.0%	-6.9%	-1.2%	+10.3%	➖ noise
14	datafusion:arrow	-6.0%	+2.8%	-8.5%	+11.2%	➖ noise
14	datafusion:vortex-compact	-2.0%	+2.8%	-4.7%	+10.5%	➖ noise
14	datafusion:vortex-file-compressed	-1.5%	+2.8%	-4.2%	+10.3%	➖ noise
14	duckdb:duckdb	-15.1%	+2.8%	-17.5%	+17.7%	✅ faster
14	duckdb:vortex-compact	-6.5%	+2.8%	-9.1%	+11.2%	➖ noise
14	duckdb:vortex-file-compressed	-2.9%	+2.8%	-5.6%	+10.2%	➖ noise
15	datafusion:arrow	-10.9%	-5.0%	-6.2%	+11.5%	➖ noise
15	datafusion:vortex-compact	-4.1%	-5.0%	+0.9%	+11.8%	➖ noise
15	datafusion:vortex-file-compressed	-6.2%	-5.0%	-1.2%	+13.9%	➖ noise
15	duckdb:duckdb	-9.9%	-5.0%	-5.1%	+12.7%	➖ noise
15	duckdb:vortex-compact	-5.5%	-5.0%	-0.6%	+13.7%	➖ noise
15	duckdb:vortex-file-compressed	-6.1%	-5.0%	-1.1%	+11.4%	➖ noise
16	datafusion:arrow	-3.4%	-6.8%	+3.6%	+10.0%	➖ noise
16	datafusion:vortex-compact	-5.3%	-6.8%	+1.7%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-5.6%	-6.8%	+1.4%	+10.0%	➖ noise
16	duckdb:duckdb	-2.3%	-6.8%	+4.9%	+10.0%	➖ noise
16	duckdb:vortex-compact	-5.5%	-6.8%	+1.5%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-4.3%	-6.8%	+2.7%	+10.0%	➖ noise
17	datafusion:arrow	-8.4%	-5.6%	-3.0%	+10.3%	➖ noise
17	datafusion:vortex-compact	-8.4%	-5.6%	-3.0%	+10.7%	➖ noise
17	datafusion:vortex-file-compressed	-3.5%	-5.6%	+2.2%	+11.2%	➖ noise
17	duckdb:duckdb	-5.1%	-5.6%	+0.5%	+10.9%	➖ noise
17	duckdb:vortex-compact	-5.6%	-5.6%	-0.0%	+11.2%	➖ noise
17	duckdb:vortex-file-compressed	-3.2%	-5.6%	+2.5%	+12.3%	➖ noise
18	datafusion:arrow	-7.2%	-4.7%	-2.6%	+10.0%	➖ noise
18	datafusion:vortex-compact	-11.1%	-4.7%	-6.7%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-8.0%	-4.7%	-3.5%	+10.4%	➖ noise
18	duckdb:duckdb	-6.2%	-4.7%	-1.5%	+10.0%	➖ noise
18	duckdb:vortex-compact	-7.6%	-4.7%	-3.0%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-8.4%	-4.7%	-3.9%	+10.0%	➖ noise
19	datafusion:arrow	-6.0%	-5.8%	-0.1%	+17.1%	➖ noise
19	datafusion:vortex-compact	-5.9%	-5.8%	-0.1%	+11.7%	➖ noise
19	datafusion:vortex-file-compressed	-5.0%	-5.8%	+0.9%	+14.0%	➖ noise
19	duckdb:duckdb	-14.4%	-5.8%	-9.0%	+13.9%	➖ noise
19	duckdb:vortex-compact	-10.1%	-5.8%	-4.5%	+12.1%	➖ noise
19	duckdb:vortex-file-compressed	-2.6%	-5.8%	+3.4%	+15.5%	➖ noise
20	datafusion:arrow	-11.4%	-0.2%	-11.2%	+11.6%	✅ faster
20	datafusion:vortex-compact	-7.2%	-0.2%	-7.0%	+10.1%	➖ noise
20	datafusion:vortex-file-compressed	-6.5%	-0.2%	-6.3%	+10.0%	➖ noise
20	duckdb:duckdb	-7.5%	-0.2%	-7.3%	+11.5%	➖ noise
20	duckdb:vortex-compact	-6.7%	-0.2%	-6.5%	+10.9%	➖ noise
20	duckdb:vortex-file-compressed	-11.2%	-0.2%	-11.0%	+11.0%	✅ faster
21	datafusion:arrow	-6.7%	-4.4%	-2.4%	+10.0%	➖ noise
21	datafusion:vortex-compact	-7.2%	-4.4%	-2.9%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	-7.9%	-4.4%	-3.6%	+10.0%	➖ noise
21	duckdb:duckdb	-8.0%	-4.4%	-3.7%	+10.0%	➖ noise
21	duckdb:vortex-compact	-9.1%	-4.4%	-4.9%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	-11.2%	-4.4%	-7.1%	+10.0%	➖ noise
22	datafusion:arrow	-3.7%	-1.6%	-2.2%	+10.0%	➖ noise
22	datafusion:vortex-compact	-5.8%	-1.6%	-4.3%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	-8.7%	-1.6%	-7.3%	+10.0%	➖ noise
22	duckdb:duckdb	-5.7%	-1.6%	-4.1%	+10.0%	➖ noise
22	duckdb:vortex-compact	-10.4%	-1.6%	-9.0%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-11.2%	-1.6%	-9.8%	+13.2%	➖ noise

github-actions · 2026-04-28T14:08:22Z

Benchmarks: PolarSignals Profiling

Vortex (geomean): 1.095x ➖

datafusion / vortex-file-compressed (1.095x ➖, 0↑ 4↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	132768410	126702340	1.05
polarsignals_q01/datafusion:vortex-file-compressed	288800175	300059208	0.96
polarsignals_q02/datafusion:vortex-file-compressed	25868049	23648184	1.09
polarsignals_q03/datafusion:vortex-file-compressed 🚨	328678914	276066887	1.19
polarsignals_q04/datafusion:vortex-file-compressed 🚨	13328082	11522602	1.16
polarsignals_q05/datafusion:vortex-file-compressed 🚨	17032009	15166927	1.12
polarsignals_q06/datafusion:vortex-file-compressed	19983427	18710921	1.07
polarsignals_q07/datafusion:vortex-file-compressed	15087025	13891856	1.09
polarsignals_q08/datafusion:vortex-file-compressed 🚨	394006038	344202663	1.14
polarsignals_q09/datafusion:vortex-file-compressed	12341241	11288434	1.09

github-actions · 2026-04-28T14:08:26Z

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.4%
Vortex (geomean): 1.098x ➖
Parquet (geomean): 1.094x ➖
Shifts: Parquet (control) +9.4% · Median polish +9.8%

datafusion / vortex-file-compressed (1.124x ❌, 0↑ 66↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed 🚨	30543239	24731701	1.23
tpcds_q02/datafusion:vortex-file-compressed	50266797	47676100	1.05
tpcds_q03/datafusion:vortex-file-compressed	16554444	15270139	1.08
tpcds_q04/datafusion:vortex-file-compressed 🚨	279205679	244767061	1.14
tpcds_q05/datafusion:vortex-file-compressed 🚨	49206412	41767663	1.18
tpcds_q06/datafusion:vortex-file-compressed	60297675	59836948	1.01
tpcds_q07/datafusion:vortex-file-compressed 🚨	49103055	41014113	1.20
tpcds_q08/datafusion:vortex-file-compressed	31948565	29398507	1.09
tpcds_q09/datafusion:vortex-file-compressed	48594673	46263014	1.05
tpcds_q10/datafusion:vortex-file-compressed 🚨	43131710	37473153	1.15
tpcds_q11/datafusion:vortex-file-compressed	141856479	130913893	1.08
tpcds_q12/datafusion:vortex-file-compressed 🚨	22077839	18789101	1.18
tpcds_q13/datafusion:vortex-file-compressed	47857588	43617565	1.10
tpcds_q14/datafusion:vortex-file-compressed	190327252	174880045	1.09
tpcds_q15/datafusion:vortex-file-compressed 🚨	31728040	27339324	1.16
tpcds_q16/datafusion:vortex-file-compressed	30493481	29317387	1.04
tpcds_q17/datafusion:vortex-file-compressed 🚨	70521809	62371557	1.13
tpcds_q18/datafusion:vortex-file-compressed	73675758	67919200	1.08
tpcds_q19/datafusion:vortex-file-compressed 🚨	24627422	21700434	1.13
tpcds_q20/datafusion:vortex-file-compressed 🚨	23891306	21453395	1.11
tpcds_q21/datafusion:vortex-file-compressed 🚨	40434834	35712895	1.13
tpcds_q22/datafusion:vortex-file-compressed	129808313	118637278	1.09
tpcds_q23/datafusion:vortex-file-compressed 🚨	171261537	154534151	1.11
tpcds_q24/datafusion:vortex-file-compressed 🚨	98362020	83489695	1.18
tpcds_q25/datafusion:vortex-file-compressed 🚨	72513659	65457541	1.11
tpcds_q26/datafusion:vortex-file-compressed	36981816	33895310	1.09
tpcds_q27/datafusion:vortex-file-compressed 🚨	121497661	101797383	1.19
tpcds_q28/datafusion:vortex-file-compressed 🚨	46046521	41477906	1.11
tpcds_q29/datafusion:vortex-file-compressed 🚨	70224777	61117137	1.15
tpcds_q30/datafusion:vortex-file-compressed 🚨	27969553	23141882	1.21
tpcds_q31/datafusion:vortex-file-compressed 🚨	82889956	73431834	1.13
tpcds_q32/datafusion:vortex-file-compressed 🚨	23341610	20134032	1.16
tpcds_q33/datafusion:vortex-file-compressed 🚨	33571366	28699253	1.17
tpcds_q34/datafusion:vortex-file-compressed 🚨	27800428	24239272	1.15
tpcds_q35/datafusion:vortex-file-compressed 🚨	50506154	44008081	1.15
tpcds_q36/datafusion:vortex-file-compressed 🚨	66298490	57094595	1.16
tpcds_q37/datafusion:vortex-file-compressed	28519288	26477032	1.08
tpcds_q38/datafusion:vortex-file-compressed	48767789	46517067	1.05
tpcds_q39/datafusion:vortex-file-compressed 🚨	121645694	104534506	1.16
tpcds_q40/datafusion:vortex-file-compressed	35624275	32773215	1.09
tpcds_q41/datafusion:vortex-file-compressed 🚨	18592553	15943575	1.17
tpcds_q42/datafusion:vortex-file-compressed 🚨	16293617	13749305	1.19
tpcds_q43/datafusion:vortex-file-compressed	20339075	19153055	1.06
tpcds_q44/datafusion:vortex-file-compressed	35434842	33227705	1.07
tpcds_q45/datafusion:vortex-file-compressed 🚨	29650476	26451095	1.12
tpcds_q46/datafusion:vortex-file-compressed 🚨	39489130	34014687	1.16
tpcds_q47/datafusion:vortex-file-compressed 🚨	146116765	130264436	1.12
tpcds_q48/datafusion:vortex-file-compressed 🚨	43011301	38100785	1.13
tpcds_q49/datafusion:vortex-file-compressed	63678988	58026616	1.10
tpcds_q50/datafusion:vortex-file-compressed 🚨	43776414	37600830	1.16
tpcds_q51/datafusion:vortex-file-compressed	94958144	88580541	1.07
tpcds_q52/datafusion:vortex-file-compressed 🚨	16774484	14725314	1.14
tpcds_q53/datafusion:vortex-file-compressed 🚨	24392005	20898166	1.17
tpcds_q54/datafusion:vortex-file-compressed 🚨	39202249	34749008	1.13
tpcds_q55/datafusion:vortex-file-compressed 🚨	15949607	13990388	1.14
tpcds_q56/datafusion:vortex-file-compressed	32372996	30299000	1.07
tpcds_q57/datafusion:vortex-file-compressed 🚨	119698829	105861566	1.13
tpcds_q58/datafusion:vortex-file-compressed 🚨	60048920	53384044	1.12
tpcds_q59/datafusion:vortex-file-compressed	61154163	56799116	1.08
tpcds_q60/datafusion:vortex-file-compressed	31752364	31405327	1.01
tpcds_q61/datafusion:vortex-file-compressed	44192340	41268712	1.07
tpcds_q62/datafusion:vortex-file-compressed	24367206	23995584	1.02
tpcds_q63/datafusion:vortex-file-compressed 🚨	23599017	21342828	1.11
tpcds_q64/datafusion:vortex-file-compressed 🚨	457958296	410617502	1.12
tpcds_q65/datafusion:vortex-file-compressed	44177771	40506772	1.09
tpcds_q66/datafusion:vortex-file-compressed	77452890	72969918	1.06
tpcds_q67/datafusion:vortex-file-compressed 🚨	160962142	141784739	1.14
tpcds_q68/datafusion:vortex-file-compressed	35684103	32596020	1.09
tpcds_q69/datafusion:vortex-file-compressed 🚨	41729795	35754688	1.17
tpcds_q70/datafusion:vortex-file-compressed	93715160	86168549	1.09
tpcds_q71/datafusion:vortex-file-compressed 🚨	26146888	23192574	1.13
tpcds_q72/datafusion:vortex-file-compressed 🚨	2525268295	2104317959	1.20
tpcds_q73/datafusion:vortex-file-compressed 🚨	25789887	22754466	1.13
tpcds_q74/datafusion:vortex-file-compressed	86334199	81150753	1.06
tpcds_q75/datafusion:vortex-file-compressed 🚨	119136768	107651718	1.11
tpcds_q76/datafusion:vortex-file-compressed	26550754	24324901	1.09
tpcds_q77/datafusion:vortex-file-compressed	44735399	40982809	1.09
tpcds_q78/datafusion:vortex-file-compressed 🚨	142243881	123440974	1.15
tpcds_q79/datafusion:vortex-file-compressed 🚨	32187407	28356146	1.14
tpcds_q80/datafusion:vortex-file-compressed 🚨	108099506	95304247	1.13
tpcds_q81/datafusion:vortex-file-compressed 🚨	27247504	23890526	1.14
tpcds_q82/datafusion:vortex-file-compressed 🚨	30503009	25642856	1.19
tpcds_q83/datafusion:vortex-file-compressed 🚨	38497036	32818192	1.17
tpcds_q84/datafusion:vortex-file-compressed 🚨	14735573	12727113	1.16
tpcds_q85/datafusion:vortex-file-compressed	97658718	91235595	1.07
tpcds_q86/datafusion:vortex-file-compressed 🚨	18713694	15767606	1.19
tpcds_q87/datafusion:vortex-file-compressed 🚨	51971202	43872634	1.18
tpcds_q88/datafusion:vortex-file-compressed 🚨	66139284	55917406	1.18
tpcds_q89/datafusion:vortex-file-compressed 🚨	28601543	24947650	1.15
tpcds_q90/datafusion:vortex-file-compressed 🚨	16535664	14928172	1.11
tpcds_q91/datafusion:vortex-file-compressed 🚨	21219373	17998428	1.18
tpcds_q92/datafusion:vortex-file-compressed 🚨	21606278	19340395	1.12
tpcds_q93/datafusion:vortex-file-compressed 🚨	39306867	34273890	1.15
tpcds_q94/datafusion:vortex-file-compressed 🚨	28213701	23107999	1.22
tpcds_q95/datafusion:vortex-file-compressed 🚨	68961208	58965086	1.17
tpcds_q96/datafusion:vortex-file-compressed 🚨	15161185	13433387	1.13
tpcds_q97/datafusion:vortex-file-compressed 🚨	35913052	31561728	1.14
tpcds_q98/datafusion:vortex-file-compressed	27376406	24942337	1.10
tpcds_q99/datafusion:vortex-file-compressed 🚨	35843125	31932272	1.12

datafusion / vortex-compact (1.100x ➖, 0↑ 49↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact 🚨	29143454	25394837	1.15
tpcds_q02/datafusion:vortex-compact	56547765	53629829	1.05
tpcds_q03/datafusion:vortex-compact	21528748	19944446	1.08
tpcds_q04/datafusion:vortex-compact 🚨	340356309	288715241	1.18
tpcds_q05/datafusion:vortex-compact 🚨	53891592	47690018	1.13
tpcds_q06/datafusion:vortex-compact	63474648	61669139	1.03
tpcds_q07/datafusion:vortex-compact 🚨	62071181	53436214	1.16
tpcds_q08/datafusion:vortex-compact 🚨	39540345	35898079	1.10
tpcds_q09/datafusion:vortex-compact	66862641	62520089	1.07
tpcds_q10/datafusion:vortex-compact	55424915	50554929	1.10
tpcds_q11/datafusion:vortex-compact	163583698	151480731	1.08
tpcds_q12/datafusion:vortex-compact	24276671	23999714	1.01
tpcds_q13/datafusion:vortex-compact	95885328	94787528	1.01
tpcds_q14/datafusion:vortex-compact 🚨	219782070	199795339	1.10
tpcds_q15/datafusion:vortex-compact 🚨	33024259	29888570	1.10
tpcds_q16/datafusion:vortex-compact	35634469	32495148	1.10
tpcds_q17/datafusion:vortex-compact 🚨	84955199	73297868	1.16
tpcds_q18/datafusion:vortex-compact	84870039	79085387	1.07
tpcds_q19/datafusion:vortex-compact 🚨	34112904	30161238	1.13
tpcds_q20/datafusion:vortex-compact	27379978	25555968	1.07
tpcds_q21/datafusion:vortex-compact	42890295	40410700	1.06
tpcds_q22/datafusion:vortex-compact 🚨	141973439	119816930	1.18
tpcds_q23/datafusion:vortex-compact 🚨	188880219	168337736	1.12
tpcds_q24/datafusion:vortex-compact 🚨	109921673	94960990	1.16
tpcds_q25/datafusion:vortex-compact 🚨	91389208	80502980	1.14
tpcds_q26/datafusion:vortex-compact 🚨	48420928	43803408	1.11
tpcds_q27/datafusion:vortex-compact 🚨	146641927	125903293	1.16
tpcds_q28/datafusion:vortex-compact	87899078	81293008	1.08
tpcds_q29/datafusion:vortex-compact 🚨	81314106	73348920	1.11
tpcds_q30/datafusion:vortex-compact 🚨	31116490	27845542	1.12
tpcds_q31/datafusion:vortex-compact	104786625	98265222	1.07
tpcds_q32/datafusion:vortex-compact	28632538	26421455	1.08
tpcds_q33/datafusion:vortex-compact 🚨	42704098	37248552	1.15
tpcds_q34/datafusion:vortex-compact	34455901	32096533	1.07
tpcds_q35/datafusion:vortex-compact 🚨	57733718	51877488	1.11
tpcds_q36/datafusion:vortex-compact	83755921	77265733	1.08
tpcds_q37/datafusion:vortex-compact 🚨	45215152	39236813	1.15
tpcds_q38/datafusion:vortex-compact	58348755	53694796	1.09
tpcds_q39/datafusion:vortex-compact 🚨	127180075	114517754	1.11
tpcds_q40/datafusion:vortex-compact 🚨	40098984	36049257	1.11
tpcds_q41/datafusion:vortex-compact 🚨	20082928	17301758	1.16
tpcds_q42/datafusion:vortex-compact 🚨	20582972	18049345	1.14
tpcds_q43/datafusion:vortex-compact	26432062	25270143	1.05
tpcds_q44/datafusion:vortex-compact 🚨	54097226	45440226	1.19
tpcds_q45/datafusion:vortex-compact	33297612	31704789	1.05
tpcds_q46/datafusion:vortex-compact	47529466	44939205	1.06
tpcds_q47/datafusion:vortex-compact 🚨	167460875	150208194	1.11
tpcds_q48/datafusion:vortex-compact	75065996	72465287	1.04
tpcds_q49/datafusion:vortex-compact 🚨	77304608	69398796	1.11
tpcds_q50/datafusion:vortex-compact 🚨	52448515	46113921	1.14
tpcds_q51/datafusion:vortex-compact	100474157	99102643	1.01
tpcds_q52/datafusion:vortex-compact	20477227	19560442	1.05
tpcds_q53/datafusion:vortex-compact 🚨	32351646	28244776	1.15
tpcds_q54/datafusion:vortex-compact	45611354	42376107	1.08
tpcds_q55/datafusion:vortex-compact	19757870	18411447	1.07
tpcds_q56/datafusion:vortex-compact 🚨	39477696	35710687	1.11
tpcds_q57/datafusion:vortex-compact 🚨	129572547	115089806	1.13
tpcds_q58/datafusion:vortex-compact	66794112	62762512	1.06
tpcds_q59/datafusion:vortex-compact	73573971	71442358	1.03
tpcds_q60/datafusion:vortex-compact	40111115	37388319	1.07
tpcds_q61/datafusion:vortex-compact 🚨	61609141	54914714	1.12
tpcds_q62/datafusion:vortex-compact 🚨	29923387	24707610	1.21
tpcds_q63/datafusion:vortex-compact	30386148	28493678	1.07
tpcds_q64/datafusion:vortex-compact 🚨	498249735	442540822	1.13
tpcds_q65/datafusion:vortex-compact	57698095	54185708	1.06
tpcds_q66/datafusion:vortex-compact	81698045	74629698	1.09
tpcds_q67/datafusion:vortex-compact 🚨	166881598	151034940	1.10
tpcds_q68/datafusion:vortex-compact 🚨	49953932	44336520	1.13
tpcds_q69/datafusion:vortex-compact	51401203	48955945	1.05
tpcds_q70/datafusion:vortex-compact 🚨	111536905	98981983	1.13
tpcds_q71/datafusion:vortex-compact 🚨	32122467	29077205	1.10
tpcds_q72/datafusion:vortex-compact 🚨	2600410452	2111718745	1.23
tpcds_q73/datafusion:vortex-compact	32453217	31368220	1.03
tpcds_q74/datafusion:vortex-compact	96424592	90321247	1.07
tpcds_q75/datafusion:vortex-compact	140084365	130518122	1.07
tpcds_q76/datafusion:vortex-compact	34865628	32159483	1.08
tpcds_q77/datafusion:vortex-compact 🚨	55754785	49852457	1.12
tpcds_q78/datafusion:vortex-compact 🚨	156540111	136633323	1.15
tpcds_q79/datafusion:vortex-compact	41003249	37622126	1.09
tpcds_q80/datafusion:vortex-compact 🚨	120791836	104160179	1.16
tpcds_q81/datafusion:vortex-compact	30557671	28279243	1.08
tpcds_q82/datafusion:vortex-compact	44055455	40873145	1.08
tpcds_q83/datafusion:vortex-compact 🚨	38735670	32928294	1.18
tpcds_q84/datafusion:vortex-compact 🚨	16218733	14683005	1.10
tpcds_q85/datafusion:vortex-compact	137019547	127483972	1.07
tpcds_q86/datafusion:vortex-compact 🚨	24281273	20731365	1.17
tpcds_q87/datafusion:vortex-compact 🚨	59925806	54356457	1.10
tpcds_q88/datafusion:vortex-compact	83369452	80969662	1.03
tpcds_q89/datafusion:vortex-compact	33368573	31540607	1.06
tpcds_q90/datafusion:vortex-compact 🚨	17144082	15204706	1.13
tpcds_q91/datafusion:vortex-compact 🚨	37021227	33162117	1.12
tpcds_q92/datafusion:vortex-compact	26871019	25210076	1.07
tpcds_q93/datafusion:vortex-compact	42550201	38862344	1.09
tpcds_q94/datafusion:vortex-compact	31469508	29328327	1.07
tpcds_q95/datafusion:vortex-compact	69328780	63627445	1.09
tpcds_q96/datafusion:vortex-compact	19238447	17527129	1.10
tpcds_q97/datafusion:vortex-compact	40821956	37750419	1.08
tpcds_q98/datafusion:vortex-compact 🚨	33212297	29120234	1.14
tpcds_q99/datafusion:vortex-compact	33541885	31519522	1.06

datafusion / parquet (1.115x ❌, 0↑ 53↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	33806972	31530041	1.07
tpcds_q02/datafusion:parquet	44748381	41075596	1.09
tpcds_q03/datafusion:parquet	15119647	14301247	1.06
tpcds_q04/datafusion:parquet 🚨	308610796	263443429	1.17
tpcds_q05/datafusion:parquet 🚨	46149026	40557148	1.14
tpcds_q06/datafusion:parquet	59715331	59512957	1.00
tpcds_q07/datafusion:parquet 🚨	94436249	78285347	1.21
tpcds_q08/datafusion:parquet 🚨	29735973	26067387	1.14
tpcds_q09/datafusion:parquet 🚨	50703385	42589318	1.19
tpcds_q10/datafusion:parquet	80608974	73425205	1.10
tpcds_q11/datafusion:parquet 🚨	167374383	149937513	1.12
tpcds_q12/datafusion:parquet	19441914	17976491	1.08
tpcds_q13/datafusion:parquet	81717139	76368102	1.07
tpcds_q14/datafusion:parquet	178171948	162809414	1.09
tpcds_q15/datafusion:parquet	23423151	21662571	1.08
tpcds_q16/datafusion:parquet	26839942	25353936	1.06
tpcds_q17/datafusion:parquet	68754625	62809661	1.09
tpcds_q18/datafusion:parquet	121222567	114773927	1.06
tpcds_q19/datafusion:parquet	25903179	24111084	1.07
tpcds_q20/datafusion:parquet 🚨	18462885	16158997	1.14
tpcds_q21/datafusion:parquet 🚨	20818187	18055440	1.15
tpcds_q22/datafusion:parquet	145261697	138315332	1.05
tpcds_q23/datafusion:parquet 🚨	172010281	144282605	1.19
tpcds_q24/datafusion:parquet 🚨	107413483	89033185	1.21
tpcds_q25/datafusion:parquet 🚨	72769350	64261274	1.13
tpcds_q26/datafusion:parquet 🚨	75136776	67931531	1.11
tpcds_q27/datafusion:parquet 🚨	170248665	149030404	1.14
tpcds_q28/datafusion:parquet 🚨	51533886	46397185	1.11
tpcds_q29/datafusion:parquet 🚨	73630913	64756955	1.14
tpcds_q30/datafusion:parquet 🚨	38480138	34265698	1.12
tpcds_q31/datafusion:parquet	70657746	65916262	1.07
tpcds_q32/datafusion:parquet 🚨	20671926	18342818	1.13
tpcds_q33/datafusion:parquet	29327454	27627314	1.06
tpcds_q34/datafusion:parquet	23545873	21757080	1.08
tpcds_q35/datafusion:parquet 🚨	79486955	71071049	1.12
tpcds_q36/datafusion:parquet 🚨	65897358	55984854	1.18
tpcds_q37/datafusion:parquet 🚨	21955784	18925984	1.16
tpcds_q38/datafusion:parquet	45455960	41366734	1.10
tpcds_q39/datafusion:parquet 🚨	82407523	71348199	1.16
tpcds_q40/datafusion:parquet	25346425	23145132	1.10
tpcds_q41/datafusion:parquet 🚨	15305614	13281663	1.15
tpcds_q42/datafusion:parquet	12877133	12230976	1.05
tpcds_q43/datafusion:parquet	17971895	16873324	1.07
tpcds_q44/datafusion:parquet	36153913	33181914	1.09
tpcds_q45/datafusion:parquet	30611647	29015307	1.06
tpcds_q46/datafusion:parquet 🚨	35526738	32229428	1.10
tpcds_q47/datafusion:parquet 🚨	140309027	122883661	1.14
tpcds_q48/datafusion:parquet	77695174	71205753	1.09
tpcds_q49/datafusion:parquet 🚨	61912435	55531471	1.11
tpcds_q50/datafusion:parquet 🚨	49117065	43901059	1.12
tpcds_q51/datafusion:parquet 🚨	96773146	85985868	1.13
tpcds_q52/datafusion:parquet 🚨	13562215	12096692	1.12
tpcds_q53/datafusion:parquet 🚨	19661737	17687307	1.11
tpcds_q54/datafusion:parquet 🚨	37919309	33906202	1.12
tpcds_q55/datafusion:parquet 🚨	12994684	11609696	1.12
tpcds_q56/datafusion:parquet	30948053	28142784	1.10
tpcds_q57/datafusion:parquet	106530280	96970056	1.10
tpcds_q58/datafusion:parquet 🚨	55036001	49463919	1.11
tpcds_q59/datafusion:parquet	56937955	51829814	1.10
tpcds_q60/datafusion:parquet	29738307	27251833	1.09
tpcds_q61/datafusion:parquet 🚨	46402145	41860874	1.11
tpcds_q62/datafusion:parquet 🚨	26693079	19931289	1.34
tpcds_q63/datafusion:parquet 🚨	21254332	17455353	1.22
tpcds_q64/datafusion:parquet 🚨	561902190	507652337	1.11
tpcds_q65/datafusion:parquet 🚨	44542696	36797486	1.21
tpcds_q66/datafusion:parquet 🚨	74646545	67776331	1.10
tpcds_q67/datafusion:parquet 🚨	160468171	140093755	1.15
tpcds_q68/datafusion:parquet 🚨	35925172	32446665	1.11
tpcds_q69/datafusion:parquet	75210460	68884385	1.09
tpcds_q70/datafusion:parquet	93958374	86424314	1.09
tpcds_q71/datafusion:parquet	23876729	22751524	1.05
tpcds_q72/datafusion:parquet 🚨	697217263	594273804	1.17
tpcds_q73/datafusion:parquet 🚨	23116419	20478471	1.13
tpcds_q74/datafusion:parquet	90131913	84441346	1.07
tpcds_q75/datafusion:parquet 🚨	110350052	98981234	1.11
tpcds_q76/datafusion:parquet	32233823	29409199	1.10
tpcds_q77/datafusion:parquet	43241319	40312643	1.07
tpcds_q78/datafusion:parquet 🚨	127688883	109732253	1.16
tpcds_q79/datafusion:parquet	27987193	25943123	1.08
tpcds_q80/datafusion:parquet 🚨	88912987	77552010	1.15
tpcds_q81/datafusion:parquet	36321346	33166616	1.10
tpcds_q82/datafusion:parquet 🚨	21787041	19529807	1.12
tpcds_q83/datafusion:parquet	39832161	36269503	1.10
tpcds_q84/datafusion:parquet 🚨	42447773	38579566	1.10
tpcds_q85/datafusion:parquet 🚨	163031172	147647556	1.10
tpcds_q86/datafusion:parquet	15551375	14159129	1.10
tpcds_q87/datafusion:parquet	44773462	40765019	1.10
tpcds_q88/datafusion:parquet	64256781	58753184	1.09
tpcds_q89/datafusion:parquet 🚨	23797046	21617359	1.10
tpcds_q90/datafusion:parquet 🚨	17297778	14133228	1.22
tpcds_q91/datafusion:parquet	65519227	60270075	1.09
tpcds_q92/datafusion:parquet	19677311	18344966	1.07
tpcds_q93/datafusion:parquet 🚨	36443452	30727030	1.19
tpcds_q94/datafusion:parquet	21719809	20472886	1.06
tpcds_q95/datafusion:parquet	61937787	56440562	1.10
tpcds_q96/datafusion:parquet	13171619	12371162	1.06
tpcds_q97/datafusion:parquet	31464465	30659631	1.03
tpcds_q98/datafusion:parquet 🚨	24178446	21429419	1.13
tpcds_q99/datafusion:parquet 🚨	35149873	24167752	1.45

duckdb / vortex-file-compressed (1.096x ➖, 0↑ 46↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed 🚨	23739243	21491702	1.10
tpcds_q02/duckdb:vortex-file-compressed	32148403	35217845	0.91
tpcds_q03/duckdb:vortex-file-compressed 🚨	35696643	31966547	1.12
tpcds_q04/duckdb:vortex-file-compressed	110784348	106039417	1.04
tpcds_q05/duckdb:vortex-file-compressed	39706767	36684082	1.08
tpcds_q06/duckdb:vortex-file-compressed 🚨	36018215	31767256	1.13
tpcds_q07/duckdb:vortex-file-compressed 🚨	23972520	19866718	1.21
tpcds_q08/duckdb:vortex-file-compressed	30008546	29194761	1.03
tpcds_q09/duckdb:vortex-file-compressed	40760455	38205313	1.07
tpcds_q10/duckdb:vortex-file-compressed	43901536	40375525	1.09
tpcds_q11/duckdb:vortex-file-compressed	65727133	60885440	1.08
tpcds_q12/duckdb:vortex-file-compressed 🚨	16396153	14448563	1.13
tpcds_q13/duckdb:vortex-file-compressed	35718572	33373235	1.07
tpcds_q14/duckdb:vortex-file-compressed	113591204	103842209	1.09
tpcds_q15/duckdb:vortex-file-compressed 🚨	29918641	26290668	1.14
tpcds_q16/duckdb:vortex-file-compressed 🚨	30898986	27252162	1.13
tpcds_q17/duckdb:vortex-file-compressed 🚨	47880352	42923350	1.12
tpcds_q18/duckdb:vortex-file-compressed	50297875	46971383	1.07
tpcds_q19/duckdb:vortex-file-compressed 🚨	39259477	32467650	1.21
tpcds_q20/duckdb:vortex-file-compressed	17013764	15609996	1.09
tpcds_q21/duckdb:vortex-file-compressed	18880764	17724277	1.07
tpcds_q22/duckdb:vortex-file-compressed	83919725	77524249	1.08
tpcds_q23/duckdb:vortex-file-compressed	112301392	107020163	1.05
tpcds_q24/duckdb:vortex-file-compressed 🚨	58235929	49976665	1.17
tpcds_q25/duckdb:vortex-file-compressed 🚨	53016869	47519271	1.12
tpcds_q26/duckdb:vortex-file-compressed	43093598	39688720	1.09
tpcds_q27/duckdb:vortex-file-compressed	52679954	49459471	1.07
tpcds_q28/duckdb:vortex-file-compressed	37095090	35861300	1.03
tpcds_q29/duckdb:vortex-file-compressed 🚨	45017831	39990441	1.13
tpcds_q30/duckdb:vortex-file-compressed	26490955	24856249	1.07
tpcds_q31/duckdb:vortex-file-compressed	39246848	35765124	1.10
tpcds_q32/duckdb:vortex-file-compressed 🚨	15394157	13762593	1.12
tpcds_q33/duckdb:vortex-file-compressed	26143822	24510433	1.07
tpcds_q34/duckdb:vortex-file-compressed	25067636	23208628	1.08
tpcds_q35/duckdb:vortex-file-compressed 🚨	75890839	66393821	1.14
tpcds_q36/duckdb:vortex-file-compressed	27901402	25618147	1.09
tpcds_q37/duckdb:vortex-file-compressed 🚨	17303537	15577863	1.11
tpcds_q38/duckdb:vortex-file-compressed	39960960	36750812	1.09
tpcds_q39/duckdb:vortex-file-compressed	36402333	34613583	1.05
tpcds_q40/duckdb:vortex-file-compressed 🚨	22122970	19447208	1.14
tpcds_q41/duckdb:vortex-file-compressed	14474067	13610135	1.06
tpcds_q42/duckdb:vortex-file-compressed	14047906	13534093	1.04
tpcds_q43/duckdb:vortex-file-compressed	24828084	23458720	1.06
tpcds_q44/duckdb:vortex-file-compressed	22308595	20942089	1.07
tpcds_q45/duckdb:vortex-file-compressed 🚨	33631644	29188023	1.15
tpcds_q46/duckdb:vortex-file-compressed	55033888	51653795	1.07
tpcds_q47/duckdb:vortex-file-compressed 🚨	52866248	47287482	1.12
tpcds_q48/duckdb:vortex-file-compressed 🚨	33279593	30097975	1.11
tpcds_q49/duckdb:vortex-file-compressed	34460742	33419069	1.03
tpcds_q50/duckdb:vortex-file-compressed	37129640	34089057	1.09
tpcds_q51/duckdb:vortex-file-compressed	104677380	98906994	1.06
tpcds_q52/duckdb:vortex-file-compressed	13797671	13523971	1.02
tpcds_q53/duckdb:vortex-file-compressed 🚨	25731153	22973267	1.12
tpcds_q54/duckdb:vortex-file-compressed	30135574	28716993	1.05
tpcds_q55/duckdb:vortex-file-compressed 🚨	14443409	12782592	1.13
tpcds_q56/duckdb:vortex-file-compressed	26078501	26621662	0.98
tpcds_q57/duckdb:vortex-file-compressed 🚨	42942429	38276295	1.12
tpcds_q58/duckdb:vortex-file-compressed	32390376	30972201	1.05
tpcds_q59/duckdb:vortex-file-compressed	69118590	66749326	1.04
tpcds_q60/duckdb:vortex-file-compressed 🚨	30517937	25803622	1.18
tpcds_q61/duckdb:vortex-file-compressed	34635717	36063864	0.96
tpcds_q62/duckdb:vortex-file-compressed	18608946	18060029	1.03
tpcds_q63/duckdb:vortex-file-compressed	22384458	21523128	1.04
tpcds_q64/duckdb:vortex-file-compressed	88118780	83821033	1.05
tpcds_q65/duckdb:vortex-file-compressed 🚨	25347279	21987115	1.15
tpcds_q66/duckdb:vortex-file-compressed	32553737	29701748	1.10
tpcds_q67/duckdb:vortex-file-compressed 🚨	156051416	137249633	1.14
tpcds_q68/duckdb:vortex-file-compressed	44445109	42174394	1.05
tpcds_q69/duckdb:vortex-file-compressed 🚨	46654261	41770457	1.12
tpcds_q70/duckdb:vortex-file-compressed 🚨	30450417	25732033	1.18
tpcds_q71/duckdb:vortex-file-compressed 🚨	25068944	21071450	1.19
tpcds_q72/duckdb:vortex-file-compressed	180151823	175189964	1.03
tpcds_q73/duckdb:vortex-file-compressed 🚨	25144472	22753253	1.11
tpcds_q74/duckdb:vortex-file-compressed 🚨	97671799	72144402	1.35
tpcds_q75/duckdb:vortex-file-compressed 🚨	63320383	56956052	1.11
tpcds_q76/duckdb:vortex-file-compressed	20600079	20954422	0.98
tpcds_q77/duckdb:vortex-file-compressed 🚨	28889585	25509673	1.13
tpcds_q78/duckdb:vortex-file-compressed	80933210	77093342	1.05
tpcds_q79/duckdb:vortex-file-compressed 🚨	35851401	31714905	1.13
tpcds_q80/duckdb:vortex-file-compressed 🚨	53906551	46174059	1.17
tpcds_q81/duckdb:vortex-file-compressed 🚨	32297524	28669328	1.13
tpcds_q82/duckdb:vortex-file-compressed 🚨	19327597	16617828	1.16
tpcds_q83/duckdb:vortex-file-compressed 🚨	26962410	23414011	1.15
tpcds_q84/duckdb:vortex-file-compressed 🚨	23577062	19683763	1.20
tpcds_q85/duckdb:vortex-file-compressed 🚨	51177373	45659562	1.12
tpcds_q86/duckdb:vortex-file-compressed 🚨	18547467	16682427	1.11
tpcds_q87/duckdb:vortex-file-compressed 🚨	47101523	39833867	1.18
tpcds_q88/duckdb:vortex-file-compressed	36058475	34077747	1.06
tpcds_q89/duckdb:vortex-file-compressed	24418044	22928788	1.06
tpcds_q90/duckdb:vortex-file-compressed	13703425	12528612	1.09
tpcds_q91/duckdb:vortex-file-compressed 🚨	35019220	29401097	1.19
tpcds_q92/duckdb:vortex-file-compressed	23098270	22133772	1.04
tpcds_q93/duckdb:vortex-file-compressed 🚨	31759552	26974203	1.18
tpcds_q94/duckdb:vortex-file-compressed 🚨	25475759	23076403	1.10
tpcds_q95/duckdb:vortex-file-compressed	146524864	138603091	1.06
tpcds_q96/duckdb:vortex-file-compressed 🚨	15708928	13511866	1.16
tpcds_q97/duckdb:vortex-file-compressed 🚨	44934785	39743258	1.13
tpcds_q98/duckdb:vortex-file-compressed	19890693	18169232	1.09
tpcds_q99/duckdb:vortex-file-compressed	29126177	28003236	1.04

duckdb / vortex-compact (1.075x ➖, 0↑ 26↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact 🚨	26289157	23100271	1.14
tpcds_q02/duckdb:vortex-compact	39356588	42140967	0.93
tpcds_q03/duckdb:vortex-compact	60624883	57714393	1.05
tpcds_q04/duckdb:vortex-compact	131038760	121631036	1.08
tpcds_q05/duckdb:vortex-compact	54976390	52903673	1.04
tpcds_q06/duckdb:vortex-compact	44236565	41637993	1.06
tpcds_q07/duckdb:vortex-compact	36875658	34571866	1.07
tpcds_q08/duckdb:vortex-compact	48514025	45100907	1.08
tpcds_q09/duckdb:vortex-compact	62975286	57355701	1.10
tpcds_q10/duckdb:vortex-compact	66235136	61284992	1.08
tpcds_q11/duckdb:vortex-compact 🚨	79293045	71003443	1.12
tpcds_q12/duckdb:vortex-compact	24346623	22463639	1.08
tpcds_q13/duckdb:vortex-compact	61087515	58685793	1.04
tpcds_q14/duckdb:vortex-compact	140912094	128769927	1.09
tpcds_q15/duckdb:vortex-compact 🚨	37025831	31198999	1.19
tpcds_q16/duckdb:vortex-compact 🚨	35339590	32015103	1.10
tpcds_q17/duckdb:vortex-compact 🚨	60395516	54013896	1.12
tpcds_q18/duckdb:vortex-compact	63147935	57547924	1.10
tpcds_q19/duckdb:vortex-compact	54860453	51606295	1.06
tpcds_q20/duckdb:vortex-compact	22536083	20622187	1.09
tpcds_q21/duckdb:vortex-compact	21844749	20525705	1.06
tpcds_q22/duckdb:vortex-compact 🚨	88579392	71979309	1.23
tpcds_q23/duckdb:vortex-compact 🚨	135130402	122129755	1.11
tpcds_q24/duckdb:vortex-compact	68383515	62861040	1.09
tpcds_q25/duckdb:vortex-compact 🚨	87059362	78053189	1.12
tpcds_q26/duckdb:vortex-compact	56018984	51052056	1.10
tpcds_q27/duckdb:vortex-compact	75461828	69407236	1.09
tpcds_q28/duckdb:vortex-compact	90284658	84022534	1.07
tpcds_q29/duckdb:vortex-compact	57748040	54246758	1.06
tpcds_q30/duckdb:vortex-compact	30725570	27936582	1.10
tpcds_q31/duckdb:vortex-compact 🚨	50131992	44768881	1.12
tpcds_q32/duckdb:vortex-compact 🚨	26517332	22640134	1.17
tpcds_q33/duckdb:vortex-compact	39607444	37506285	1.06
tpcds_q34/duckdb:vortex-compact 🚨	42173938	38158612	1.11
tpcds_q35/duckdb:vortex-compact	90430429	82415839	1.10
tpcds_q36/duckdb:vortex-compact	44683533	41250539	1.08
tpcds_q37/duckdb:vortex-compact 🚨	26366356	23301718	1.13
tpcds_q38/duckdb:vortex-compact	52343732	50107881	1.04
tpcds_q39/duckdb:vortex-compact	38133366	36946016	1.03
tpcds_q40/duckdb:vortex-compact 🚨	29106379	25415955	1.15
tpcds_q41/duckdb:vortex-compact 🚨	17621227	15619280	1.13
tpcds_q42/duckdb:vortex-compact	23950067	22170373	1.08
tpcds_q43/duckdb:vortex-compact	37198275	34413669	1.08
tpcds_q44/duckdb:vortex-compact	31088534	30340036	1.02
tpcds_q45/duckdb:vortex-compact 🚨	42602441	37335550	1.14
tpcds_q46/duckdb:vortex-compact 🚨	78628960	69466349	1.13
tpcds_q47/duckdb:vortex-compact	67613097	63013318	1.07
tpcds_q48/duckdb:vortex-compact 🚨	56753211	50619625	1.12
tpcds_q49/duckdb:vortex-compact	64719509	61725175	1.05
tpcds_q50/duckdb:vortex-compact	50045026	46733052	1.07
tpcds_q51/duckdb:vortex-compact	117952184	116085593	1.02
tpcds_q52/duckdb:vortex-compact	23162492	22093979	1.05
tpcds_q53/duckdb:vortex-compact	39334933	38141815	1.03
tpcds_q54/duckdb:vortex-compact	44718336	42639652	1.05
tpcds_q55/duckdb:vortex-compact 🚨	24884221	22445208	1.11
tpcds_q56/duckdb:vortex-compact	38344604	35500988	1.08
tpcds_q57/duckdb:vortex-compact	46908450	44811761	1.05
tpcds_q58/duckdb:vortex-compact	45546111	41553709	1.10
tpcds_q59/duckdb:vortex-compact	92530877	88002110	1.05
tpcds_q60/duckdb:vortex-compact 🚨	43193592	37665844	1.15
tpcds_q61/duckdb:vortex-compact	68159153	63043062	1.08
tpcds_q62/duckdb:vortex-compact 🚨	28607627	25556138	1.12
tpcds_q63/duckdb:vortex-compact	41146945	37576650	1.10
tpcds_q64/duckdb:vortex-compact	122453865	115727412	1.06
tpcds_q65/duckdb:vortex-compact	34688406	32470794	1.07
tpcds_q66/duckdb:vortex-compact	41301345	39215969	1.05
tpcds_q67/duckdb:vortex-compact	163258891	151027519	1.08
tpcds_q68/duckdb:vortex-compact	67140591	61544009	1.09
tpcds_q69/duckdb:vortex-compact	68083506	64188311	1.06
tpcds_q70/duckdb:vortex-compact	39883642	38007317	1.05
tpcds_q71/duckdb:vortex-compact	37630329	34760202	1.08
tpcds_q72/duckdb:vortex-compact	204471686	198242782	1.03
tpcds_q73/duckdb:vortex-compact	38481603	39521594	0.97
tpcds_q74/duckdb:vortex-compact	84825096	93149507	0.91
tpcds_q75/duckdb:vortex-compact	79253812	76221980	1.04
tpcds_q76/duckdb:vortex-compact 🚨	38889486	34491135	1.13
tpcds_q77/duckdb:vortex-compact	45223844	44186716	1.02
tpcds_q78/duckdb:vortex-compact	96040864	89076174	1.08
tpcds_q79/duckdb:vortex-compact	55610917	55115588	1.01
tpcds_q80/duckdb:vortex-compact	90561213	83212136	1.09
tpcds_q81/duckdb:vortex-compact 🚨	36927373	33560505	1.10
tpcds_q82/duckdb:vortex-compact	27551101	26033303	1.06
tpcds_q83/duckdb:vortex-compact 🚨	36021629	31806317	1.13
tpcds_q84/duckdb:vortex-compact 🚨	30249227	26350118	1.15
tpcds_q85/duckdb:vortex-compact 🚨	65190945	57114585	1.14
tpcds_q86/duckdb:vortex-compact	25362181	24005986	1.06
tpcds_q87/duckdb:vortex-compact	54452267	52736222	1.03
tpcds_q88/duckdb:vortex-compact	42224861	39165951	1.08
tpcds_q89/duckdb:vortex-compact	39660854	38247599	1.04
tpcds_q90/duckdb:vortex-compact	16215903	15080742	1.08
tpcds_q91/duckdb:vortex-compact	54343283	51797365	1.05
tpcds_q92/duckdb:vortex-compact	48712850	52157790	0.93
tpcds_q93/duckdb:vortex-compact	34132158	31543896	1.08
tpcds_q94/duckdb:vortex-compact	33893595	33348012	1.02
tpcds_q95/duckdb:vortex-compact	168902992	166936703	1.01
tpcds_q96/duckdb:vortex-compact	18753738	17712838	1.06
tpcds_q97/duckdb:vortex-compact	47890236	44619827	1.07
tpcds_q98/duckdb:vortex-compact 🚨	32271805	27921777	1.16
tpcds_q99/duckdb:vortex-compact	32668458	34557322	0.95

duckdb / parquet (1.074x ➖, 0↑ 25↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet 🚨	31992867	28759538	1.11
tpcds_q02/duckdb:parquet	23497040	22689539	1.04
tpcds_q03/duckdb:parquet 🚨	12969212	11202170	1.16
tpcds_q04/duckdb:parquet	179333575	168364597	1.07
tpcds_q05/duckdb:parquet 🚨	31956500	28756245	1.11
tpcds_q06/duckdb:parquet	29415255	28293908	1.04
tpcds_q07/duckdb:parquet	21315860	20618248	1.03
tpcds_q08/duckdb:parquet	27923708	26622252	1.05
tpcds_q09/duckdb:parquet	40975357	39241538	1.04
tpcds_q10/duckdb:parquet	36011804	34939820	1.03
tpcds_q11/duckdb:parquet	94578615	89257475	1.06
tpcds_q12/duckdb:parquet	15159611	14647295	1.03
tpcds_q13/duckdb:parquet	33624364	32766100	1.03
tpcds_q14/duckdb:parquet	100156566	96944892	1.03
tpcds_q15/duckdb:parquet	32702465	30380813	1.08
tpcds_q16/duckdb:parquet	22303253	21062861	1.06
tpcds_q17/duckdb:parquet	38026782	36567054	1.04
tpcds_q18/duckdb:parquet	48438418	45536037	1.06
tpcds_q19/duckdb:parquet	31706786	29092814	1.09
tpcds_q20/duckdb:parquet	16873219	15613088	1.08
tpcds_q21/duckdb:parquet	10759854	9969233	1.08
tpcds_q22/duckdb:parquet 🚨	79150347	65588024	1.21
tpcds_q23/duckdb:parquet 🚨	88950514	78775057	1.13
tpcds_q24/duckdb:parquet 🚨	47634105	43075400	1.11
tpcds_q25/duckdb:parquet	34514088	32437801	1.06
tpcds_q26/duckdb:parquet	39404433	36130843	1.09
tpcds_q27/duckdb:parquet 🚨	51450646	46461192	1.11
tpcds_q28/duckdb:parquet	39598017	37751698	1.05
tpcds_q29/duckdb:parquet	37479724	34981247	1.07
tpcds_q30/duckdb:parquet	36563457	34583408	1.06
tpcds_q31/duckdb:parquet	23842912	23387167	1.02
tpcds_q32/duckdb:parquet 🚨	13100324	10459825	1.25
tpcds_q33/duckdb:parquet	22321705	20479318	1.09
tpcds_q34/duckdb:parquet 🚨	22418991	19925121	1.13
tpcds_q35/duckdb:parquet	61296461	57898020	1.06
tpcds_q36/duckdb:parquet	20460462	19474853	1.05
tpcds_q37/duckdb:parquet	12977695	12373679	1.05
tpcds_q38/duckdb:parquet 🚨	38231340	33164415	1.15
tpcds_q39/duckdb:parquet	30264412	28000211	1.08
tpcds_q40/duckdb:parquet	18008511	16854538	1.07
tpcds_q41/duckdb:parquet	8231631	7884738	1.04
tpcds_q42/duckdb:parquet 🚨	10691542	9206860	1.16
tpcds_q43/duckdb:parquet	15879564	15841224	1.00
tpcds_q44/duckdb:parquet	22670057	22389315	1.01
tpcds_q45/duckdb:parquet	28437766	27330207	1.04
tpcds_q46/duckdb:parquet 🚨	48510254	43236357	1.12
tpcds_q47/duckdb:parquet	46715820	44808503	1.04
tpcds_q48/duckdb:parquet	31907025	29061120	1.10
tpcds_q49/duckdb:parquet 🚨	26152393	23676736	1.10
tpcds_q50/duckdb:parquet	25064900	24388924	1.03
tpcds_q51/duckdb:parquet	101464764	95122714	1.07
tpcds_q52/duckdb:parquet 🚨	11555169	10055574	1.15
tpcds_q53/duckdb:parquet	15598695	14777207	1.06
tpcds_q54/duckdb:parquet	25916735	25450424	1.02
tpcds_q55/duckdb:parquet	10483441	9630697	1.09
tpcds_q56/duckdb:parquet	21762175	21388339	1.02
tpcds_q57/duckdb:parquet	34319487	34290795	1.00
tpcds_q58/duckdb:parquet	23903951	22399796	1.07
tpcds_q59/duckdb:parquet	36513138	35064100	1.04
tpcds_q60/duckdb:parquet	22341314	21731318	1.03
tpcds_q61/duckdb:parquet	31858562	29802481	1.07
tpcds_q62/duckdb:parquet	12413855	11865552	1.05
tpcds_q63/duckdb:parquet	14522821	13874975	1.05
tpcds_q64/duckdb:parquet	77133716	73184853	1.05
tpcds_q65/duckdb:parquet 🚨	21644144	19261052	1.12
tpcds_q66/duckdb:parquet	29326493	27321714	1.07
tpcds_q67/duckdb:parquet 🚨	152112264	132153250	1.15
tpcds_q68/duckdb:parquet	38127162	36467266	1.05
tpcds_q69/duckdb:parquet	37284765	36767557	1.01
tpcds_q70/duckdb:parquet 🚨	21097641	19091348	1.11
tpcds_q71/duckdb:parquet	19638401	18662281	1.05
tpcds_q72/duckdb:parquet	173155709	174004678	1.00
tpcds_q73/duckdb:parquet	18451259	17232520	1.07
tpcds_q74/duckdb:parquet	134304113	129092495	1.04
tpcds_q75/duckdb:parquet	56324735	52634700	1.07
tpcds_q76/duckdb:parquet	20883640	19152810	1.09
tpcds_q77/duckdb:parquet	23242903	21488670	1.08
tpcds_q78/duckdb:parquet 🚨	80924772	72592242	1.11
tpcds_q79/duckdb:parquet	28955134	26902280	1.08
tpcds_q80/duckdb:parquet	42242612	40272151	1.05
tpcds_q81/duckdb:parquet	34317449	31675989	1.08
tpcds_q82/duckdb:parquet 🚨	14756472	13323447	1.11
tpcds_q83/duckdb:parquet	17705404	16443778	1.08
tpcds_q84/duckdb:parquet 🚨	19899157	17794260	1.12
tpcds_q85/duckdb:parquet	38802713	37334637	1.04
tpcds_q86/duckdb:parquet 🚨	13241966	12033474	1.10
tpcds_q87/duckdb:parquet	39035648	35731966	1.09
tpcds_q88/duckdb:parquet	49936307	47912783	1.04
tpcds_q89/duckdb:parquet	17619836	16360218	1.08
tpcds_q90/duckdb:parquet 🚨	8646434	7638020	1.13
tpcds_q91/duckdb:parquet	24161515	22415706	1.08
tpcds_q92/duckdb:parquet	12029111	10988829	1.09
tpcds_q93/duckdb:parquet 🚨	34380222	27540504	1.25
tpcds_q94/duckdb:parquet 🚨	17866370	16050957	1.11
tpcds_q95/duckdb:parquet	140170194	131922581	1.06
tpcds_q96/duckdb:parquet	9052121	8812291	1.03
tpcds_q97/duckdb:parquet 🚨	38443279	34799345	1.10
tpcds_q98/duckdb:parquet	18021366	17581937	1.02
tpcds_q99/duckdb:parquet	20705146	19039058	1.09

duckdb / duckdb (1.102x ❌, 0↑ 40↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	21572391	19754205	1.09
tpcds_q02/duckdb:duckdb	20535333	19676193	1.04
tpcds_q03/duckdb:duckdb 🚨	9629926	8379413	1.15
tpcds_q04/duckdb:duckdb	185183628	168797820	1.10
tpcds_q05/duckdb:duckdb	20449534	19202625	1.06
tpcds_q06/duckdb:duckdb	25005047	23122092	1.08
tpcds_q07/duckdb:duckdb 🚨	42744033	37384209	1.14
tpcds_q08/duckdb:duckdb	122681518	120855154	1.02
tpcds_q09/duckdb:duckdb	21030506	20198707	1.04
tpcds_q10/duckdb:duckdb	25770697	24625722	1.05
tpcds_q11/duckdb:duckdb	91859937	85506175	1.07
tpcds_q12/duckdb:duckdb	12241898	11701331	1.05
tpcds_q13/duckdb:duckdb	26038473	24610246	1.06
tpcds_q14/duckdb:duckdb	97711242	91461311	1.07
tpcds_q15/duckdb:duckdb 🚨	26921695	24000558	1.12
tpcds_q16/duckdb:duckdb	19624508	18074341	1.09
tpcds_q17/duckdb:duckdb	24868850	22726130	1.09
tpcds_q18/duckdb:duckdb 🚨	49379651	44308513	1.11
tpcds_q19/duckdb:duckdb 🚨	25984915	16523095	1.57
tpcds_q20/duckdb:duckdb	13199065	12465984	1.06
tpcds_q21/duckdb:duckdb 🚨	8073856	6770546	1.19
tpcds_q22/duckdb:duckdb	67738766	61619259	1.10
tpcds_q23/duckdb:duckdb	81095370	80742352	1.00
tpcds_q24/duckdb:duckdb 🚨	27474135	24333701	1.13
tpcds_q25/duckdb:duckdb	18430913	16805223	1.10
tpcds_q26/duckdb:duckdb	27622148	27043544	1.02
tpcds_q27/duckdb:duckdb 🚨	42767792	38546618	1.11
tpcds_q28/duckdb:duckdb	23448057	21644598	1.08
tpcds_q29/duckdb:duckdb	21937525	20407289	1.07
tpcds_q30/duckdb:duckdb 🚨	32527217	27587800	1.18
tpcds_q31/duckdb:duckdb	51512680	47946932	1.07
tpcds_q32/duckdb:duckdb 🚨	8505018	7117282	1.19
tpcds_q33/duckdb:duckdb 🚨	13832459	12498241	1.11
tpcds_q34/duckdb:duckdb	16029645	14585556	1.10
tpcds_q35/duckdb:duckdb 🚨	37871392	32257533	1.17
tpcds_q36/duckdb:duckdb	76326597	70906697	1.08
tpcds_q37/duckdb:duckdb	8260439	7920633	1.04
tpcds_q38/duckdb:duckdb	32546441	29839257	1.09
tpcds_q39/duckdb:duckdb	26897978	25295633	1.06
tpcds_q40/duckdb:duckdb	14841107	13967043	1.06
tpcds_q41/duckdb:duckdb 🚨	9525652	8194439	1.16
tpcds_q42/duckdb:duckdb 🚨	7255812	6318970	1.15
tpcds_q43/duckdb:duckdb 🚨	11853046	10667842	1.11
tpcds_q44/duckdb:duckdb	14460343	13581979	1.06
tpcds_q45/duckdb:duckdb 🚨	19653436	17443647	1.13
tpcds_q46/duckdb:duckdb	40025403	36513525	1.10
tpcds_q47/duckdb:duckdb	43120506	39616749	1.09
tpcds_q48/duckdb:duckdb	24263813	23778466	1.02
tpcds_q49/duckdb:duckdb 🚨	18879178	16506664	1.14
tpcds_q50/duckdb:duckdb 🚨	15898598	13979971	1.14
tpcds_q51/duckdb:duckdb	97302676	91777687	1.06
tpcds_q52/duckdb:duckdb 🚨	8179876	7221040	1.13
tpcds_q53/duckdb:duckdb 🚨	14432945	13015526	1.11
tpcds_q54/duckdb:duckdb	17692396	16187316	1.09
tpcds_q55/duckdb:duckdb 🚨	8036760	6985824	1.15
tpcds_q56/duckdb:duckdb	14990868	13968995	1.07
tpcds_q57/duckdb:duckdb	32638150	30974777	1.05
tpcds_q58/duckdb:duckdb 🚨	13949024	12540587	1.11
tpcds_q59/duckdb:duckdb	37586896	35093839	1.07
tpcds_q60/duckdb:duckdb 🚨	16192965	14558717	1.11
tpcds_q61/duckdb:duckdb	14917507	14416412	1.03
tpcds_q62/duckdb:duckdb	9979624	9355255	1.07
tpcds_q63/duckdb:duckdb 🚨	13986874	11978910	1.17
tpcds_q64/duckdb:duckdb	58780000	53608641	1.10
tpcds_q65/duckdb:duckdb 🚨	36762343	31438544	1.17
tpcds_q66/duckdb:duckdb	27413266	25365994	1.08
tpcds_q67/duckdb:duckdb	141127236	131352890	1.07
tpcds_q68/duckdb:duckdb	26645948	25327458	1.05
tpcds_q69/duckdb:duckdb	25738140	25243305	1.02
tpcds_q70/duckdb:duckdb 🚨	15993863	14533979	1.10
tpcds_q71/duckdb:duckdb 🚨	14886637	12943793	1.15
tpcds_q72/duckdb:duckdb	45577026	43504214	1.05
tpcds_q73/duckdb:duckdb 🚨	11824903	10475157	1.13
tpcds_q74/duckdb:duckdb	152900325	142610645	1.07
tpcds_q75/duckdb:duckdb	44652702	42272960	1.06
tpcds_q76/duckdb:duckdb 🚨	13440717	12173198	1.10
tpcds_q77/duckdb:duckdb 🚨	13220079	11731059	1.13
tpcds_q78/duckdb:duckdb 🚨	68244027	61995987	1.10
tpcds_q79/duckdb:duckdb	19898856	18448400	1.08
tpcds_q80/duckdb:duckdb	30244502	28041146	1.08
tpcds_q81/duckdb:duckdb	38930229	36959968	1.05
tpcds_q82/duckdb:duckdb 🚨	9712702	8086699	1.20
tpcds_q83/duckdb:duckdb 🚨	10566226	9429486	1.12
tpcds_q84/duckdb:duckdb 🚨	15987452	12655676	1.26
tpcds_q85/duckdb:duckdb 🚨	26746431	23103484	1.16
tpcds_q86/duckdb:duckdb	11428770	10405904	1.10
tpcds_q87/duckdb:duckdb	36655218	33607277	1.09
tpcds_q88/duckdb:duckdb	27536387	25805118	1.07
tpcds_q89/duckdb:duckdb	15365227	14536303	1.06
tpcds_q90/duckdb:duckdb 🚨	6337278	5513919	1.15
tpcds_q91/duckdb:duckdb	13634040	12689785	1.07
tpcds_q92/duckdb:duckdb 🚨	9815595	8308095	1.18
tpcds_q93/duckdb:duckdb 🚨	25180490	21040042	1.20
tpcds_q94/duckdb:duckdb	14720871	14226681	1.03
tpcds_q95/duckdb:duckdb	117822223	108507778	1.09
tpcds_q96/duckdb:duckdb 🚨	5437704	4279000	1.27
tpcds_q97/duckdb:duckdb 🚨	33974397	29258283	1.16
tpcds_q98/duckdb:duckdb	15657211	14598663	1.07
tpcds_q99/duckdb:duckdb	16936304	16298189	1.04

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+14.8%	+9.2%	+5.1%	+19.1%	➖ noise
1	datafusion:vortex-file-compressed	+23.5%	+9.2%	+13.1%	+19.1%	➖ noise
1	duckdb:duckdb	+9.2%	+9.2%	-0.0%	+19.9%	➖ noise
1	duckdb:vortex-compact	+13.8%	+9.2%	+4.2%	+19.5%	➖ noise
1	duckdb:vortex-file-compressed	+10.5%	+9.2%	+1.1%	+29.3%	➖ noise
2	datafusion:vortex-compact	+5.4%	+6.2%	-0.7%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+5.4%	+6.2%	-0.7%	+10.0%	➖ noise
2	duckdb:duckdb	+4.4%	+6.2%	-1.7%	+14.7%	➖ noise
2	duckdb:vortex-compact	-6.6%	+6.2%	-12.1%	+25.1%	➖ noise
2	duckdb:vortex-file-compressed	-8.7%	+6.2%	-14.1%	+31.8%	➖ noise
3	datafusion:vortex-compact	+7.9%	+10.6%	-2.4%	+11.5%	➖ noise
3	datafusion:vortex-file-compressed	+8.4%	+10.6%	-2.0%	+10.0%	➖ noise
3	duckdb:duckdb	+14.9%	+10.6%	+3.9%	+17.3%	➖ noise
3	duckdb:vortex-compact	+5.0%	+10.6%	-5.1%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+11.7%	+10.6%	+0.9%	+10.0%	➖ noise
4	datafusion:vortex-compact	+17.9%	+11.7%	+5.5%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+14.1%	+11.7%	+2.1%	+10.0%	➖ noise
4	duckdb:duckdb	+9.7%	+11.7%	-1.8%	+10.0%	➖ noise
4	duckdb:vortex-compact	+7.7%	+11.7%	-3.6%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+4.5%	+11.7%	-6.5%	+15.5%	➖ noise
5	datafusion:vortex-compact	+13.0%	+12.5%	+0.5%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+17.8%	+12.5%	+4.8%	+11.1%	➖ noise
5	duckdb:duckdb	+6.5%	+12.5%	-5.3%	+15.9%	➖ noise
5	duckdb:vortex-compact	+3.9%	+12.5%	-7.6%	+11.5%	➖ noise
5	duckdb:vortex-file-compressed	+8.2%	+12.5%	-3.7%	+10.0%	➖ noise
6	datafusion:vortex-compact	+2.9%	+2.1%	+0.8%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+0.8%	+2.1%	-1.3%	+10.0%	➖ noise
6	duckdb:duckdb	+8.1%	+2.1%	+5.9%	+15.4%	➖ noise
6	duckdb:vortex-compact	+6.2%	+2.1%	+4.0%	+12.8%	➖ noise
6	duckdb:vortex-file-compressed	+13.4%	+2.1%	+11.0%	+10.1%	🚨 regression
7	datafusion:vortex-compact	+16.2%	+11.7%	+4.0%	+19.1%	➖ noise
7	datafusion:vortex-file-compressed	+19.7%	+11.7%	+7.2%	+10.0%	➖ noise
7	duckdb:duckdb	+14.3%	+11.7%	+2.4%	+16.2%	➖ noise
7	duckdb:vortex-compact	+6.7%	+11.7%	-4.5%	+14.8%	➖ noise
7	duckdb:vortex-file-compressed	+20.7%	+11.7%	+8.1%	+22.6%	➖ noise
8	datafusion:vortex-compact	+10.1%	+9.4%	+0.7%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+8.7%	+9.4%	-0.6%	+19.1%	➖ noise
8	duckdb:duckdb	+1.5%	+9.4%	-7.2%	+10.0%	➖ noise
8	duckdb:vortex-compact	+7.6%	+9.4%	-1.7%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+2.8%	+9.4%	-6.0%	+12.5%	➖ noise
9	datafusion:vortex-compact	+6.9%	+11.5%	-4.1%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+5.0%	+11.5%	-5.8%	+10.0%	➖ noise
9	duckdb:duckdb	+4.1%	+11.5%	-6.6%	+10.0%	➖ noise
9	duckdb:vortex-compact	+9.8%	+11.5%	-1.5%	+13.8%	➖ noise
9	duckdb:vortex-file-compressed	+6.7%	+11.5%	-4.3%	+10.0%	➖ noise
10	datafusion:vortex-compact	+9.6%	+6.4%	+3.1%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+15.1%	+6.4%	+8.2%	+10.0%	➖ noise
10	duckdb:duckdb	+4.6%	+6.4%	-1.6%	+10.0%	➖ noise
10	duckdb:vortex-compact	+8.1%	+6.4%	+1.6%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+8.7%	+6.4%	+2.2%	+10.0%	➖ noise
11	datafusion:vortex-compact	+8.0%	+8.8%	-0.7%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+8.4%	+8.8%	-0.4%	+10.0%	➖ noise
11	duckdb:duckdb	+7.4%	+8.8%	-1.2%	+12.1%	➖ noise
11	duckdb:vortex-compact	+11.7%	+8.8%	+2.7%	+16.6%	➖ noise
11	duckdb:vortex-file-compressed	+8.0%	+8.8%	-0.7%	+10.0%	➖ noise
12	datafusion:vortex-compact	+1.2%	+5.8%	-4.4%	+18.4%	➖ noise
12	datafusion:vortex-file-compressed	+17.5%	+5.8%	+11.1%	+12.8%	➖ noise
12	duckdb:duckdb	+4.6%	+5.8%	-1.1%	+12.4%	➖ noise
12	duckdb:vortex-compact	+8.4%	+5.8%	+2.4%	+13.0%	➖ noise
12	duckdb:vortex-file-compressed	+13.5%	+5.8%	+7.3%	+10.0%	➖ noise
13	datafusion:vortex-compact	+1.2%	+4.8%	-3.5%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+9.7%	+4.8%	+4.7%	+17.2%	➖ noise
13	duckdb:duckdb	+5.8%	+4.8%	+1.0%	+10.0%	➖ noise
13	duckdb:vortex-compact	+4.1%	+4.8%	-0.7%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+7.0%	+4.8%	+2.1%	+10.0%	➖ noise
14	datafusion:vortex-compact	+10.0%	+6.3%	+3.5%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+8.8%	+6.3%	+2.4%	+10.0%	➖ noise
14	duckdb:duckdb	+6.8%	+6.3%	+0.5%	+10.0%	➖ noise
14	duckdb:vortex-compact	+9.4%	+6.3%	+2.9%	+11.0%	➖ noise
14	duckdb:vortex-file-compressed	+9.4%	+6.3%	+2.9%	+10.0%	➖ noise
15	datafusion:vortex-compact	+10.5%	+7.9%	+2.4%	+10.8%	➖ noise
15	datafusion:vortex-file-compressed	+16.1%	+7.9%	+7.6%	+12.1%	➖ noise
15	duckdb:duckdb	+12.2%	+7.9%	+4.0%	+10.5%	➖ noise
15	duckdb:vortex-compact	+18.7%	+7.9%	+10.0%	+14.4%	➖ noise
15	duckdb:vortex-file-compressed	+13.8%	+7.9%	+5.5%	+10.0%	➖ noise
16	datafusion:vortex-compact	+9.7%	+5.9%	+3.6%	+11.6%	➖ noise
16	datafusion:vortex-file-compressed	+4.0%	+5.9%	-1.8%	+10.0%	➖ noise
16	duckdb:duckdb	+8.6%	+5.9%	+2.6%	+15.9%	➖ noise
16	duckdb:vortex-compact	+10.4%	+5.9%	+4.3%	+16.9%	➖ noise
16	duckdb:vortex-file-compressed	+13.4%	+5.9%	+7.1%	+11.8%	➖ noise
17	datafusion:vortex-compact	+15.9%	+6.7%	+8.6%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+13.1%	+6.7%	+6.0%	+10.9%	➖ noise
17	duckdb:duckdb	+9.4%	+6.7%	+2.6%	+10.4%	➖ noise
17	duckdb:vortex-compact	+11.8%	+6.7%	+4.8%	+12.6%	➖ noise
17	duckdb:vortex-file-compressed	+11.5%	+6.7%	+4.6%	+11.2%	➖ noise
18	datafusion:vortex-compact	+7.3%	+6.0%	+1.2%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+8.5%	+6.0%	+2.3%	+10.0%	➖ noise
18	duckdb:duckdb	+11.4%	+6.0%	+5.1%	+10.0%	➖ noise
18	duckdb:vortex-compact	+9.7%	+6.0%	+3.5%	+11.4%	➖ noise
18	duckdb:vortex-file-compressed	+7.1%	+6.0%	+1.0%	+10.2%	➖ noise
19	datafusion:vortex-compact	+13.1%	+8.2%	+4.5%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+13.5%	+8.2%	+4.9%	+10.0%	➖ noise
19	duckdb:duckdb	+57.3%	+8.2%	+45.3%	+31.2%	🚨 regression
19	duckdb:vortex-compact	+6.3%	+8.2%	-1.8%	+10.3%	➖ noise
19	duckdb:vortex-file-compressed	+20.9%	+8.2%	+11.7%	+13.0%	➖ noise
20	datafusion:vortex-compact	+7.1%	+11.1%	-3.6%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	+11.4%	+11.1%	+0.2%	+10.0%	➖ noise
20	duckdb:duckdb	+5.9%	+11.1%	-4.7%	+12.9%	➖ noise
20	duckdb:vortex-compact	+9.3%	+11.1%	-1.7%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	+9.0%	+11.1%	-1.9%	+10.0%	➖ noise
21	datafusion:vortex-compact	+6.1%	+11.6%	-4.9%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	+13.2%	+11.6%	+1.5%	+10.0%	➖ noise
21	duckdb:duckdb	+19.2%	+11.6%	+6.9%	+15.8%	➖ noise
21	duckdb:vortex-compact	+6.4%	+11.6%	-4.6%	+20.8%	➖ noise
21	duckdb:vortex-file-compressed	+6.5%	+11.6%	-4.5%	+13.8%	➖ noise
22	datafusion:vortex-compact	+18.5%	+12.6%	+5.3%	+19.1%	➖ noise
22	datafusion:vortex-file-compressed	+9.4%	+12.6%	-2.8%	+22.8%	➖ noise
22	duckdb:duckdb	+9.9%	+12.6%	-2.4%	+12.4%	➖ noise
22	duckdb:vortex-compact	+23.1%	+12.6%	+9.3%	+12.1%	➖ noise
22	duckdb:vortex-file-compressed	+8.2%	+12.6%	-3.8%	+13.1%	➖ noise
23	datafusion:vortex-compact	+12.2%	+16.0%	-3.3%	+10.0%	➖ noise
23	datafusion:vortex-file-compressed	+10.8%	+16.0%	-4.5%	+10.0%	➖ noise
23	duckdb:duckdb	+0.4%	+16.0%	-13.4%	+14.7%	✅ faster
23	duckdb:vortex-compact	+10.6%	+16.0%	-4.6%	+15.0%	➖ noise
23	duckdb:vortex-file-compressed	+4.9%	+16.0%	-9.6%	+15.8%	➖ noise
24	datafusion:vortex-compact	+15.8%	+15.5%	+0.2%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	+17.8%	+15.5%	+2.0%	+10.0%	➖ noise
24	duckdb:duckdb	+12.9%	+15.5%	-2.2%	+11.3%	➖ noise
24	duckdb:vortex-compact	+8.8%	+15.5%	-5.8%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	+16.5%	+15.5%	+0.9%	+10.6%	➖ noise
25	datafusion:vortex-compact	+13.5%	+9.8%	+3.4%	+10.0%	➖ noise
25	datafusion:vortex-file-compressed	+10.8%	+9.8%	+0.9%	+10.0%	➖ noise
25	duckdb:duckdb	+9.7%	+9.8%	-0.1%	+10.7%	➖ noise
25	duckdb:vortex-compact	+11.5%	+9.8%	+1.6%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	+11.6%	+9.8%	+1.6%	+10.0%	➖ noise
26	datafusion:vortex-compact	+10.5%	+9.8%	+0.6%	+10.0%	➖ noise
26	datafusion:vortex-file-compressed	+9.1%	+9.8%	-0.7%	+11.8%	➖ noise
26	duckdb:duckdb	+2.1%	+9.8%	-7.0%	+16.3%	➖ noise
26	duckdb:vortex-compact	+9.7%	+9.8%	-0.1%	+13.0%	➖ noise
26	duckdb:vortex-file-compressed	+8.6%	+9.8%	-1.1%	+10.1%	➖ noise
27	datafusion:vortex-compact	+16.5%	+12.5%	+3.6%	+10.0%	➖ noise
27	datafusion:vortex-file-compressed	+19.4%	+12.5%	+6.1%	+10.9%	➖ noise
27	duckdb:duckdb	+11.0%	+12.5%	-1.4%	+19.7%	➖ noise
27	duckdb:vortex-compact	+8.7%	+12.5%	-3.3%	+11.4%	➖ noise
27	duckdb:vortex-file-compressed	+6.5%	+12.5%	-5.3%	+15.1%	➖ noise
28	datafusion:vortex-compact	+8.1%	+7.9%	+0.2%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+11.0%	+7.9%	+2.9%	+10.0%	➖ noise
28	duckdb:duckdb	+8.3%	+7.9%	+0.4%	+10.0%	➖ noise
28	duckdb:vortex-compact	+7.5%	+7.9%	-0.4%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+3.4%	+7.9%	-4.2%	+10.0%	➖ noise
29	datafusion:vortex-compact	+10.9%	+10.4%	+0.4%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	+14.9%	+10.4%	+4.1%	+10.0%	➖ noise
29	duckdb:duckdb	+7.5%	+10.4%	-2.6%	+10.0%	➖ noise
29	duckdb:vortex-compact	+6.5%	+10.4%	-3.6%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	+12.6%	+10.4%	+2.0%	+10.0%	➖ noise
30	datafusion:vortex-compact	+11.7%	+9.0%	+2.6%	+13.4%	➖ noise
30	datafusion:vortex-file-compressed	+20.9%	+9.0%	+10.9%	+10.0%	🚨 regression
30	duckdb:duckdb	+17.9%	+9.0%	+8.2%	+10.0%	➖ noise
30	duckdb:vortex-compact	+10.0%	+9.0%	+0.9%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	+6.6%	+9.0%	-2.2%	+14.9%	➖ noise
31	datafusion:vortex-compact	+6.6%	+4.5%	+2.0%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+12.9%	+4.5%	+8.0%	+10.0%	➖ noise
31	duckdb:duckdb	+7.4%	+4.5%	+2.8%	+11.1%	➖ noise
31	duckdb:vortex-compact	+12.0%	+4.5%	+7.1%	+10.6%	➖ noise
31	duckdb:vortex-file-compressed	+9.7%	+4.5%	+5.0%	+18.1%	➖ noise
32	datafusion:vortex-compact	+8.4%	+18.8%	-8.8%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	+15.9%	+18.8%	-2.4%	+11.6%	➖ noise
32	duckdb:duckdb	+19.5%	+18.8%	+0.6%	+21.0%	➖ noise
32	duckdb:vortex-compact	+17.1%	+18.8%	-1.4%	+15.7%	➖ noise
32	duckdb:vortex-file-compressed	+11.9%	+18.8%	-5.9%	+10.0%	➖ noise
33	datafusion:vortex-compact	+14.6%	+7.6%	+6.6%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	+17.0%	+7.6%	+8.7%	+10.0%	➖ noise
33	duckdb:duckdb	+10.7%	+7.6%	+2.9%	+12.2%	➖ noise
33	duckdb:vortex-compact	+5.6%	+7.6%	-1.8%	+12.2%	➖ noise
33	duckdb:vortex-file-compressed	+6.7%	+7.6%	-0.8%	+10.0%	➖ noise
34	datafusion:vortex-compact	+7.4%	+10.3%	-2.7%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	+14.7%	+10.3%	+3.9%	+16.7%	➖ noise
34	duckdb:duckdb	+9.9%	+10.3%	-0.4%	+12.1%	➖ noise
34	duckdb:vortex-compact	+10.5%	+10.3%	+0.2%	+10.2%	➖ noise
34	duckdb:vortex-file-compressed	+8.0%	+10.3%	-2.1%	+10.0%	➖ noise
35	datafusion:vortex-compact	+11.3%	+8.8%	+2.3%	+11.3%	➖ noise
35	datafusion:vortex-file-compressed	+14.8%	+8.8%	+5.5%	+10.0%	➖ noise
35	duckdb:duckdb	+17.4%	+8.8%	+7.9%	+12.7%	➖ noise
35	duckdb:vortex-compact	+9.7%	+8.8%	+0.8%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	+14.3%	+8.8%	+5.0%	+14.0%	➖ noise
36	datafusion:vortex-compact	+8.4%	+11.2%	-2.5%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	+16.1%	+11.2%	+4.4%	+10.0%	➖ noise
36	duckdb:duckdb	+7.6%	+11.2%	-3.2%	+10.0%	➖ noise
36	duckdb:vortex-compact	+8.3%	+11.2%	-2.6%	+10.0%	➖ noise
36	duckdb:vortex-file-compressed	+8.9%	+11.2%	-2.1%	+10.0%	➖ noise
37	datafusion:vortex-compact	+15.2%	+10.3%	+4.5%	+11.6%	➖ noise
37	datafusion:vortex-file-compressed	+7.7%	+10.3%	-2.3%	+10.4%	➖ noise
37	duckdb:duckdb	+4.3%	+10.3%	-5.5%	+13.2%	➖ noise
37	duckdb:vortex-compact	+13.2%	+10.3%	+2.6%	+18.1%	➖ noise
37	duckdb:vortex-file-compressed	+11.1%	+10.3%	+0.7%	+10.9%	➖ noise
38	datafusion:vortex-compact	+8.7%	+12.5%	-3.4%	+12.8%	➖ noise
38	datafusion:vortex-file-compressed	+4.8%	+12.5%	-6.9%	+11.0%	➖ noise
38	duckdb:duckdb	+9.1%	+12.5%	-3.1%	+15.0%	➖ noise
38	duckdb:vortex-compact	+4.5%	+12.5%	-7.2%	+13.2%	➖ noise
38	duckdb:vortex-file-compressed	+8.7%	+12.5%	-3.4%	+15.2%	➖ noise
39	datafusion:vortex-compact	+11.1%	+11.7%	-0.6%	+10.0%	➖ noise
39	datafusion:vortex-file-compressed	+16.4%	+11.7%	+4.2%	+10.0%	➖ noise
39	duckdb:duckdb	+6.3%	+11.7%	-4.8%	+15.3%	➖ noise
39	duckdb:vortex-compact	+3.2%	+11.7%	-7.6%	+10.0%	➖ noise
39	duckdb:vortex-file-compressed	+5.2%	+11.7%	-5.9%	+10.0%	➖ noise
40	datafusion:vortex-compact	+11.2%	+8.2%	+2.8%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	+8.7%	+8.2%	+0.5%	+10.0%	➖ noise
40	duckdb:duckdb	+6.3%	+8.2%	-1.8%	+12.7%	➖ noise
40	duckdb:vortex-compact	+14.5%	+8.2%	+5.9%	+14.7%	➖ noise
40	duckdb:vortex-file-compressed	+13.8%	+8.2%	+5.2%	+10.9%	➖ noise
41	datafusion:vortex-compact	+16.1%	+9.7%	+5.8%	+10.0%	➖ noise
41	datafusion:vortex-file-compressed	+16.6%	+9.7%	+6.3%	+10.0%	➖ noise
41	duckdb:duckdb	+16.2%	+9.7%	+6.0%	+10.0%	➖ noise
41	duckdb:vortex-compact	+12.8%	+9.7%	+2.9%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	+6.3%	+9.7%	-3.0%	+10.0%	➖ noise
42	datafusion:vortex-compact	+14.0%	+10.6%	+3.1%	+15.2%	➖ noise
42	datafusion:vortex-file-compressed	+18.5%	+10.6%	+7.2%	+10.7%	➖ noise
42	duckdb:duckdb	+14.8%	+10.6%	+3.8%	+16.4%	➖ noise
42	duckdb:vortex-compact	+8.0%	+10.6%	-2.3%	+10.0%	➖ noise
42	duckdb:vortex-file-compressed	+3.8%	+10.6%	-6.1%	+10.4%	➖ noise
43	datafusion:vortex-compact	+4.6%	+3.3%	+1.2%	+10.0%	➖ noise
43	datafusion:vortex-file-compressed	+6.2%	+3.3%	+2.8%	+14.3%	➖ noise
43	duckdb:duckdb	+11.1%	+3.3%	+7.5%	+12.0%	➖ noise
43	duckdb:vortex-compact	+8.1%	+3.3%	+4.6%	+13.2%	➖ noise
43	duckdb:vortex-file-compressed	+5.8%	+3.3%	+2.4%	+20.9%	➖ noise
44	datafusion:vortex-compact	+19.1%	+5.0%	+13.3%	+10.0%	🚨 regression
44	datafusion:vortex-file-compressed	+6.6%	+5.0%	+1.5%	+12.2%	➖ noise
44	duckdb:duckdb	+6.5%	+5.0%	+1.4%	+14.3%	➖ noise
44	duckdb:vortex-compact	+2.5%	+5.0%	-2.4%	+15.9%	➖ noise
44	duckdb:vortex-file-compressed	+6.5%	+5.0%	+1.4%	+11.0%	➖ noise
45	datafusion:vortex-compact	+5.0%	+4.8%	+0.2%	+10.0%	➖ noise
45	datafusion:vortex-file-compressed	+12.1%	+4.8%	+7.0%	+10.0%	➖ noise
45	duckdb:duckdb	+12.7%	+4.8%	+7.5%	+14.8%	➖ noise
45	duckdb:vortex-compact	+14.1%	+4.8%	+8.9%	+10.0%	➖ noise
45	duckdb:vortex-file-compressed	+15.2%	+4.8%	+10.0%	+10.0%	➖ noise
46	datafusion:vortex-compact	+5.8%	+11.2%	-4.9%	+10.0%	➖ noise
46	datafusion:vortex-file-compressed	+16.1%	+11.2%	+4.4%	+10.0%	➖ noise
46	duckdb:duckdb	+9.6%	+11.2%	-1.4%	+10.0%	➖ noise
46	duckdb:vortex-compact	+13.2%	+11.2%	+1.8%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	+6.5%	+11.2%	-4.2%	+10.0%	➖ noise
47	datafusion:vortex-compact	+11.5%	+9.1%	+2.2%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	+12.2%	+9.1%	+2.8%	+10.0%	➖ noise
47	duckdb:duckdb	+8.8%	+9.1%	-0.2%	+10.0%	➖ noise
47	duckdb:vortex-compact	+7.3%	+9.1%	-1.7%	+10.0%	➖ noise
47	duckdb:vortex-file-compressed	+11.8%	+9.1%	+2.5%	+10.0%	➖ noise
48	datafusion:vortex-compact	+3.6%	+9.5%	-5.4%	+10.0%	➖ noise
48	datafusion:vortex-file-compressed	+12.9%	+9.5%	+3.1%	+10.0%	➖ noise
48	duckdb:duckdb	+2.0%	+9.5%	-6.8%	+10.4%	➖ noise
48	duckdb:vortex-compact	+12.1%	+9.5%	+2.4%	+10.0%	➖ noise
48	duckdb:vortex-file-compressed	+10.6%	+9.5%	+1.0%	+14.5%	➖ noise
49	datafusion:vortex-compact	+11.4%	+11.0%	+0.4%	+10.0%	➖ noise
49	datafusion:vortex-file-compressed	+9.7%	+11.0%	-1.1%	+10.0%	➖ noise
49	duckdb:duckdb	+14.4%	+11.0%	+3.1%	+17.1%	➖ noise
49	duckdb:vortex-compact	+4.9%	+11.0%	-5.5%	+14.6%	➖ noise
49	duckdb:vortex-file-compressed	+3.1%	+11.0%	-7.1%	+18.1%	➖ noise
50	datafusion:vortex-compact	+13.7%	+7.2%	+6.1%	+10.0%	➖ noise
50	datafusion:vortex-file-compressed	+16.4%	+7.2%	+8.6%	+14.6%	➖ noise
50	duckdb:duckdb	+13.7%	+7.2%	+6.1%	+10.0%	➖ noise
50	duckdb:vortex-compact	+7.1%	+7.2%	-0.1%	+10.0%	➖ noise
50	duckdb:vortex-file-compressed	+8.9%	+7.2%	+1.6%	+12.1%	➖ noise
51	datafusion:vortex-compact	+1.4%	+9.6%	-7.5%	+10.0%	➖ noise
51	datafusion:vortex-file-compressed	+7.2%	+9.6%	-2.2%	+10.0%	➖ noise
51	duckdb:duckdb	+6.0%	+9.6%	-3.2%	+22.2%	➖ noise
51	duckdb:vortex-compact	+1.6%	+9.6%	-7.3%	+17.3%	➖ noise
51	duckdb:vortex-file-compressed	+5.8%	+9.6%	-3.4%	+18.3%	➖ noise
52	datafusion:vortex-compact	+4.7%	+13.5%	-7.8%	+11.0%	➖ noise
52	datafusion:vortex-file-compressed	+13.9%	+13.5%	+0.4%	+12.8%	➖ noise
52	duckdb:duckdb	+13.3%	+13.5%	-0.2%	+18.1%	➖ noise
52	duckdb:vortex-compact	+4.8%	+13.5%	-7.6%	+10.0%	➖ noise
52	duckdb:vortex-file-compressed	+2.0%	+13.5%	-10.1%	+24.5%	➖ noise
53	datafusion:vortex-compact	+14.5%	+8.3%	+5.7%	+14.8%	➖ noise
53	datafusion:vortex-file-compressed	+16.7%	+8.3%	+7.7%	+10.0%	➖ noise
53	duckdb:duckdb	+10.9%	+8.3%	+2.4%	+10.0%	➖ noise
53	duckdb:vortex-compact	+3.1%	+8.3%	-4.8%	+10.0%	➖ noise
53	duckdb:vortex-file-compressed	+12.0%	+8.3%	+3.4%	+10.0%	➖ noise
54	datafusion:vortex-compact	+7.6%	+6.7%	+0.9%	+10.0%	➖ noise
54	datafusion:vortex-file-compressed	+12.8%	+6.7%	+5.7%	+10.0%	➖ noise
54	duckdb:duckdb	+9.3%	+6.7%	+2.4%	+13.4%	➖ noise
54	duckdb:vortex-compact	+4.9%	+6.7%	-1.7%	+15.2%	➖ noise
54	duckdb:vortex-file-compressed	+4.9%	+6.7%	-1.7%	+10.0%	➖ noise
55	datafusion:vortex-compact	+7.3%	+10.4%	-2.8%	+10.0%	➖ noise
55	datafusion:vortex-file-compressed	+14.0%	+10.4%	+3.3%	+12.4%	➖ noise
55	duckdb:duckdb	+15.0%	+10.4%	+4.2%	+14.5%	➖ noise
55	duckdb:vortex-compact	+10.9%	+10.4%	+0.4%	+10.3%	➖ noise
55	duckdb:vortex-file-compressed	+13.0%	+10.4%	+2.4%	+10.0%	➖ noise
56	datafusion:vortex-compact	+10.5%	+5.8%	+4.5%	+11.5%	➖ noise
56	datafusion:vortex-file-compressed	+6.8%	+5.8%	+1.0%	+11.3%	➖ noise
56	duckdb:duckdb	+7.3%	+5.8%	+1.5%	+10.8%	➖ noise
56	duckdb:vortex-compact	+8.0%	+5.8%	+2.1%	+12.4%	➖ noise
56	duckdb:vortex-file-compressed	-2.0%	+5.8%	-7.4%	+16.9%	➖ noise
57	datafusion:vortex-compact	+12.6%	+4.9%	+7.4%	+10.0%	➖ noise
57	datafusion:vortex-file-compressed	+13.1%	+4.9%	+7.8%	+10.0%	➖ noise
57	duckdb:duckdb	+5.4%	+4.9%	+0.5%	+10.0%	➖ noise
57	duckdb:vortex-compact	+4.7%	+4.9%	-0.2%	+10.5%	➖ noise
57	duckdb:vortex-file-compressed	+12.2%	+4.9%	+7.0%	+11.7%	➖ noise
58	datafusion:vortex-compact	+6.4%	+9.0%	-2.3%	+10.0%	➖ noise
58	datafusion:vortex-file-compressed	+12.5%	+9.0%	+3.2%	+10.0%	➖ noise
58	duckdb:duckdb	+11.2%	+9.0%	+2.1%	+15.6%	➖ noise
58	duckdb:vortex-compact	+9.6%	+9.0%	+0.6%	+17.0%	➖ noise
58	duckdb:vortex-file-compressed	+4.6%	+9.0%	-4.0%	+10.0%	➖ noise
59	datafusion:vortex-compact	+3.0%	+7.0%	-3.7%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	+7.7%	+7.0%	+0.7%	+10.0%	➖ noise
59	duckdb:duckdb	+7.1%	+7.0%	+0.1%	+10.0%	➖ noise
59	duckdb:vortex-compact	+5.1%	+7.0%	-1.7%	+23.5%	➖ noise
59	duckdb:vortex-file-compressed	+3.5%	+7.0%	-3.2%	+19.9%	➖ noise
60	datafusion:vortex-compact	+7.3%	+5.9%	+1.3%	+10.6%	➖ noise
60	datafusion:vortex-file-compressed	+1.1%	+5.9%	-4.5%	+10.8%	➖ noise
60	duckdb:duckdb	+11.2%	+5.9%	+5.0%	+11.8%	➖ noise
60	duckdb:vortex-compact	+14.7%	+5.9%	+8.3%	+15.7%	➖ noise
60	duckdb:vortex-file-compressed	+18.3%	+5.9%	+11.7%	+14.4%	➖ noise
61	datafusion:vortex-compact	+12.2%	+8.9%	+3.1%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	+7.1%	+8.9%	-1.6%	+10.0%	➖ noise
61	duckdb:duckdb	+3.5%	+8.9%	-4.9%	+10.0%	➖ noise
61	duckdb:vortex-compact	+8.1%	+8.9%	-0.7%	+11.9%	➖ noise
61	duckdb:vortex-file-compressed	-4.0%	+8.9%	-11.8%	+15.6%	➖ noise
62	datafusion:vortex-compact	+21.1%	+18.4%	+2.3%	+25.5%	➖ noise
62	datafusion:vortex-file-compressed	+1.5%	+18.4%	-14.2%	+18.6%	➖ noise
62	duckdb:duckdb	+6.7%	+18.4%	-9.9%	+17.8%	➖ noise
62	duckdb:vortex-compact	+11.9%	+18.4%	-5.4%	+19.5%	➖ noise
62	duckdb:vortex-file-compressed	+3.0%	+18.4%	-13.0%	+19.8%	➖ noise
63	datafusion:vortex-compact	+6.6%	+12.9%	-5.5%	+10.0%	➖ noise
63	datafusion:vortex-file-compressed	+10.6%	+12.9%	-2.1%	+12.2%	➖ noise
63	duckdb:duckdb	+16.8%	+12.9%	+3.4%	+10.0%	➖ noise
63	duckdb:vortex-compact	+9.5%	+12.9%	-3.0%	+17.6%	➖ noise
63	duckdb:vortex-file-compressed	+4.0%	+12.9%	-7.9%	+10.0%	➖ noise
64	datafusion:vortex-compact	+12.6%	+8.0%	+4.2%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	+11.5%	+8.0%	+3.3%	+10.0%	➖ noise
64	duckdb:duckdb	+9.6%	+8.0%	+1.5%	+10.0%	➖ noise
64	duckdb:vortex-compact	+5.8%	+8.0%	-2.0%	+13.5%	➖ noise
64	duckdb:vortex-file-compressed	+5.1%	+8.0%	-2.7%	+12.0%	➖ noise
65	datafusion:vortex-compact	+6.5%	+16.6%	-8.7%	+14.3%	➖ noise
65	datafusion:vortex-file-compressed	+9.1%	+16.6%	-6.5%	+10.0%	➖ noise
65	duckdb:duckdb	+16.9%	+16.6%	+0.3%	+15.7%	➖ noise
65	duckdb:vortex-compact	+6.8%	+16.6%	-8.4%	+11.2%	➖ noise
65	duckdb:vortex-file-compressed	+15.3%	+16.6%	-1.2%	+12.0%	➖ noise
66	datafusion:vortex-compact	+9.5%	+8.7%	+0.7%	+10.7%	➖ noise
66	datafusion:vortex-file-compressed	+6.1%	+8.7%	-2.4%	+12.4%	➖ noise
66	duckdb:duckdb	+8.1%	+8.7%	-0.6%	+11.8%	➖ noise
66	duckdb:vortex-compact	+5.3%	+8.7%	-3.1%	+12.4%	➖ noise
66	duckdb:vortex-file-compressed	+9.6%	+8.7%	+0.8%	+14.3%	➖ noise
67	datafusion:vortex-compact	+10.5%	+14.8%	-3.8%	+10.1%	➖ noise
67	datafusion:vortex-file-compressed	+13.5%	+14.8%	-1.1%	+10.7%	➖ noise
67	duckdb:duckdb	+7.4%	+14.8%	-6.4%	+10.0%	➖ noise
67	duckdb:vortex-compact	+8.1%	+14.8%	-5.9%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	+13.7%	+14.8%	-1.0%	+10.0%	➖ noise
68	datafusion:vortex-compact	+12.7%	+7.6%	+4.7%	+12.7%	➖ noise
68	datafusion:vortex-file-compressed	+9.5%	+7.6%	+1.7%	+18.3%	➖ noise
68	duckdb:duckdb	+5.2%	+7.6%	-2.2%	+10.0%	➖ noise
68	duckdb:vortex-compact	+9.1%	+7.6%	+1.4%	+10.0%	➖ noise
68	duckdb:vortex-file-compressed	+5.4%	+7.6%	-2.1%	+10.0%	➖ noise
69	datafusion:vortex-compact	+5.0%	+5.2%	-0.2%	+10.0%	➖ noise
69	datafusion:vortex-file-compressed	+16.7%	+5.2%	+10.9%	+10.4%	🚨 regression
69	duckdb:duckdb	+2.0%	+5.2%	-3.1%	+10.0%	➖ noise
69	duckdb:vortex-compact	+6.1%	+5.2%	+0.8%	+10.0%	➖ noise
69	duckdb:vortex-file-compressed	+11.7%	+5.2%	+6.1%	+10.0%	➖ noise
70	datafusion:vortex-compact	+12.7%	+9.6%	+2.8%	+10.6%	➖ noise
70	datafusion:vortex-file-compressed	+8.8%	+9.6%	-0.8%	+10.1%	➖ noise
70	duckdb:duckdb	+10.0%	+9.6%	+0.4%	+11.7%	➖ noise
70	duckdb:vortex-compact	+4.9%	+9.6%	-4.3%	+10.0%	➖ noise
70	duckdb:vortex-file-compressed	+18.3%	+9.6%	+8.0%	+15.5%	➖ noise
71	datafusion:vortex-compact	+10.5%	+5.1%	+5.1%	+10.4%	➖ noise
71	datafusion:vortex-file-compressed	+12.7%	+5.1%	+7.3%	+10.0%	➖ noise
71	duckdb:duckdb	+15.0%	+5.1%	+9.4%	+14.1%	➖ noise
71	duckdb:vortex-compact	+8.3%	+5.1%	+3.0%	+11.1%	➖ noise
71	duckdb:vortex-file-compressed	+19.0%	+5.1%	+13.2%	+12.0%	🚨 regression
72	datafusion:vortex-compact	+23.1%	+8.1%	+14.0%	+10.0%	🚨 regression
72	datafusion:vortex-file-compressed	+20.0%	+8.1%	+11.1%	+10.0%	🚨 regression
72	duckdb:duckdb	+4.8%	+8.1%	-3.0%	+10.8%	➖ noise
72	duckdb:vortex-compact	+3.1%	+8.1%	-4.5%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	+2.8%	+8.1%	-4.8%	+10.0%	➖ noise
73	datafusion:vortex-compact	+3.5%	+9.9%	-5.9%	+15.5%	➖ noise
73	datafusion:vortex-file-compressed	+13.3%	+9.9%	+3.1%	+10.0%	➖ noise
73	duckdb:duckdb	+12.9%	+9.9%	+2.7%	+10.9%	➖ noise
73	duckdb:vortex-compact	-2.6%	+9.9%	-11.4%	+14.0%	➖ noise
73	duckdb:vortex-file-compressed	+10.5%	+9.9%	+0.5%	+15.8%	➖ noise
74	datafusion:vortex-compact	+6.8%	+5.4%	+1.3%	+10.0%	➖ noise
74	datafusion:vortex-file-compressed	+6.4%	+5.4%	+1.0%	+10.0%	➖ noise
74	duckdb:duckdb	+7.2%	+5.4%	+1.7%	+10.0%	➖ noise
74	duckdb:vortex-compact	-8.9%	+5.4%	-13.6%	+14.0%	✅ faster
74	duckdb:vortex-file-compressed	+35.4%	+5.4%	+28.5%	+25.9%	🚨 regression
75	datafusion:vortex-compact	+7.3%	+9.2%	-1.7%	+10.8%	➖ noise
75	datafusion:vortex-file-compressed	+10.7%	+9.2%	+1.3%	+10.0%	➖ noise
75	duckdb:duckdb	+5.6%	+9.2%	-3.3%	+12.9%	➖ noise
75	duckdb:vortex-compact	+4.0%	+9.2%	-4.8%	+12.4%	➖ noise
75	duckdb:vortex-file-compressed	+11.2%	+9.2%	+1.8%	+10.0%	➖ noise
76	datafusion:vortex-compact	+8.4%	+9.3%	-0.8%	+10.6%	➖ noise
76	datafusion:vortex-file-compressed	+9.2%	+9.3%	-0.2%	+10.0%	➖ noise
76	duckdb:duckdb	+10.4%	+9.3%	+1.0%	+17.4%	➖ noise
76	duckdb:vortex-compact	+12.8%	+9.3%	+3.1%	+10.0%	➖ noise
76	duckdb:vortex-file-compressed	-1.7%	+9.3%	-10.1%	+18.0%	➖ noise
77	datafusion:vortex-compact	+11.8%	+7.7%	+3.8%	+12.4%	➖ noise
77	datafusion:vortex-file-compressed	+9.2%	+7.7%	+1.3%	+10.0%	➖ noise
77	duckdb:duckdb	+12.7%	+7.7%	+4.6%	+19.4%	➖ noise
77	duckdb:vortex-compact	+2.3%	+7.7%	-5.0%	+10.0%	➖ noise
77	duckdb:vortex-file-compressed	+13.2%	+7.7%	+5.1%	+14.4%	➖ noise
78	datafusion:vortex-compact	+14.6%	+13.9%	+0.6%	+10.0%	➖ noise
78	datafusion:vortex-file-compressed	+15.2%	+13.9%	+1.2%	+10.0%	➖ noise
78	duckdb:duckdb	+10.1%	+13.9%	-3.4%	+10.0%	➖ noise
78	duckdb:vortex-compact	+7.8%	+13.9%	-5.3%	+13.5%	➖ noise
78	duckdb:vortex-file-compressed	+5.0%	+13.9%	-7.8%	+10.0%	➖ noise
79	datafusion:vortex-compact	+9.0%	+7.8%	+1.1%	+12.2%	➖ noise
79	datafusion:vortex-file-compressed	+13.5%	+7.8%	+5.3%	+10.0%	➖ noise
79	duckdb:duckdb	+7.9%	+7.8%	+0.1%	+15.1%	➖ noise
79	duckdb:vortex-compact	+0.9%	+7.8%	-6.4%	+10.1%	➖ noise
79	duckdb:vortex-file-compressed	+13.0%	+7.8%	+4.9%	+27.5%	➖ noise
80	datafusion:vortex-compact	+16.0%	+9.7%	+5.7%	+10.0%	➖ noise
80	datafusion:vortex-file-compressed	+13.4%	+9.7%	+3.4%	+10.0%	➖ noise
80	duckdb:duckdb	+7.9%	+9.7%	-1.6%	+14.4%	➖ noise
80	duckdb:vortex-compact	+8.8%	+9.7%	-0.8%	+10.0%	➖ noise
80	duckdb:vortex-file-compressed	+16.7%	+9.7%	+6.5%	+17.7%	➖ noise
81	datafusion:vortex-compact	+8.1%	+8.9%	-0.8%	+10.0%	➖ noise
81	datafusion:vortex-file-compressed	+14.1%	+8.9%	+4.7%	+10.0%	➖ noise
81	duckdb:duckdb	+5.3%	+8.9%	-3.3%	+10.2%	➖ noise
81	duckdb:vortex-compact	+10.0%	+8.9%	+1.0%	+10.0%	➖ noise
81	duckdb:vortex-file-compressed	+12.7%	+8.9%	+3.4%	+10.0%	➖ noise
82	datafusion:vortex-compact	+7.8%	+11.2%	-3.0%	+10.0%	➖ noise
82	datafusion:vortex-file-compressed	+19.0%	+11.2%	+7.0%	+12.1%	➖ noise
82	duckdb:duckdb	+20.1%	+11.2%	+8.1%	+11.2%	➖ noise
82	duckdb:vortex-compact	+5.8%	+11.2%	-4.8%	+10.0%	➖ noise
82	duckdb:vortex-file-compressed	+16.3%	+11.2%	+4.6%	+10.0%	➖ noise
83	datafusion:vortex-compact	+17.6%	+8.7%	+8.2%	+12.1%	➖ noise
83	datafusion:vortex-file-compressed	+17.3%	+8.7%	+7.9%	+10.3%	➖ noise
83	duckdb:duckdb	+12.1%	+8.7%	+3.0%	+11.8%	➖ noise
83	duckdb:vortex-compact	+13.3%	+8.7%	+4.1%	+16.7%	➖ noise
83	duckdb:vortex-file-compressed	+15.2%	+8.7%	+5.9%	+17.2%	➖ noise
84	datafusion:vortex-compact	+10.5%	+10.9%	-0.4%	+11.4%	➖ noise
84	datafusion:vortex-file-compressed	+15.8%	+10.9%	+4.4%	+10.0%	➖ noise
84	duckdb:duckdb	+26.3%	+10.9%	+13.9%	+13.7%	🚨 regression
84	duckdb:vortex-compact	+14.8%	+10.9%	+3.5%	+10.0%	➖ noise
84	duckdb:vortex-file-compressed	+19.8%	+10.9%	+8.0%	+10.0%	➖ noise
85	datafusion:vortex-compact	+7.5%	+7.1%	+0.3%	+10.0%	➖ noise
85	datafusion:vortex-file-compressed	+7.0%	+7.1%	-0.1%	+10.0%	➖ noise
85	duckdb:duckdb	+15.8%	+7.1%	+8.1%	+11.8%	➖ noise
85	duckdb:vortex-compact	+14.1%	+7.1%	+6.5%	+13.4%	➖ noise
85	duckdb:vortex-file-compressed	+12.1%	+7.1%	+4.6%	+10.0%	➖ noise
86	datafusion:vortex-compact	+17.1%	+9.9%	+6.5%	+17.1%	➖ noise
86	datafusion:vortex-file-compressed	+18.7%	+9.9%	+8.0%	+19.0%	➖ noise
86	duckdb:duckdb	+9.8%	+9.9%	-0.1%	+12.9%	➖ noise
86	duckdb:vortex-compact	+5.6%	+9.9%	-3.9%	+18.2%	➖ noise
86	duckdb:vortex-file-compressed	+11.2%	+9.9%	+1.1%	+13.2%	➖ noise
87	datafusion:vortex-compact	+10.2%	+9.5%	+0.6%	+12.6%	➖ noise
87	datafusion:vortex-file-compressed	+18.5%	+9.5%	+8.1%	+10.0%	➖ noise
87	duckdb:duckdb	+9.1%	+9.5%	-0.4%	+12.4%	➖ noise
87	duckdb:vortex-compact	+3.3%	+9.5%	-5.7%	+10.6%	➖ noise
87	duckdb:vortex-file-compressed	+18.2%	+9.5%	+7.9%	+10.0%	➖ noise
88	datafusion:vortex-compact	+3.0%	+6.8%	-3.6%	+10.0%	➖ noise
88	datafusion:vortex-file-compressed	+18.3%	+6.8%	+10.8%	+11.4%	➖ noise
88	duckdb:duckdb	+6.7%	+6.8%	-0.1%	+10.0%	➖ noise
88	duckdb:vortex-compact	+7.8%	+6.8%	+1.0%	+10.0%	➖ noise
88	duckdb:vortex-file-compressed	+5.8%	+6.8%	-0.9%	+10.0%	➖ noise
89	datafusion:vortex-compact	+5.8%	+8.9%	-2.8%	+10.0%	➖ noise
89	datafusion:vortex-file-compressed	+14.6%	+8.9%	+5.3%	+10.0%	➖ noise
89	duckdb:duckdb	+5.7%	+8.9%	-2.9%	+10.0%	➖ noise
89	duckdb:vortex-compact	+3.7%	+8.9%	-4.8%	+11.5%	➖ noise
89	duckdb:vortex-file-compressed	+6.5%	+8.9%	-2.2%	+10.0%	➖ noise
90	datafusion:vortex-compact	+12.8%	+17.7%	-4.2%	+16.6%	➖ noise
90	datafusion:vortex-file-compressed	+10.8%	+17.7%	-5.9%	+10.0%	➖ noise
90	duckdb:duckdb	+14.9%	+17.7%	-2.4%	+11.5%	➖ noise
90	duckdb:vortex-compact	+7.5%	+17.7%	-8.6%	+16.0%	➖ noise
90	duckdb:vortex-file-compressed	+9.4%	+17.7%	-7.1%	+10.0%	➖ noise
91	datafusion:vortex-compact	+11.6%	+8.2%	+3.1%	+10.1%	➖ noise
91	datafusion:vortex-file-compressed	+17.9%	+8.2%	+8.9%	+10.0%	➖ noise
91	duckdb:duckdb	+7.4%	+8.2%	-0.7%	+12.4%	➖ noise
91	duckdb:vortex-compact	+4.9%	+8.2%	-3.1%	+10.0%	➖ noise
91	duckdb:vortex-file-compressed	+19.1%	+8.2%	+10.0%	+10.0%	🚨 regression
92	datafusion:vortex-compact	+6.6%	+8.4%	-1.6%	+11.9%	➖ noise
92	datafusion:vortex-file-compressed	+11.7%	+8.4%	+3.1%	+17.0%	➖ noise
92	duckdb:duckdb	+18.1%	+8.4%	+9.0%	+10.0%	➖ noise
92	duckdb:vortex-compact	-6.6%	+8.4%	-13.8%	+18.0%	➖ noise
92	duckdb:vortex-file-compressed	+4.4%	+8.4%	-3.7%	+17.6%	➖ noise
93	datafusion:vortex-compact	+9.5%	+21.7%	-10.0%	+10.0%	✅ faster
93	datafusion:vortex-file-compressed	+14.7%	+21.7%	-5.7%	+14.6%	➖ noise
93	duckdb:duckdb	+19.7%	+21.7%	-1.6%	+13.3%	➖ noise
93	duckdb:vortex-compact	+8.2%	+21.7%	-11.1%	+14.5%	➖ noise
93	duckdb:vortex-file-compressed	+17.7%	+21.7%	-3.2%	+10.2%	➖ noise
94	datafusion:vortex-compact	+7.3%	+8.7%	-1.3%	+15.2%	➖ noise
94	datafusion:vortex-file-compressed	+22.1%	+8.7%	+12.4%	+18.5%	➖ noise
94	duckdb:duckdb	+3.5%	+8.7%	-4.8%	+13.1%	➖ noise
94	duckdb:vortex-compact	+1.6%	+8.7%	-6.5%	+14.5%	➖ noise
94	duckdb:vortex-file-compressed	+10.4%	+8.7%	+1.6%	+10.0%	➖ noise
95	datafusion:vortex-compact	+9.0%	+8.0%	+0.9%	+15.5%	➖ noise
95	datafusion:vortex-file-compressed	+17.0%	+8.0%	+8.3%	+14.4%	➖ noise
95	duckdb:duckdb	+8.6%	+8.0%	+0.6%	+18.0%	➖ noise
95	duckdb:vortex-compact	+1.2%	+8.0%	-6.3%	+17.8%	➖ noise
95	duckdb:vortex-file-compressed	+5.7%	+8.0%	-2.1%	+20.4%	➖ noise
96	datafusion:vortex-compact	+9.8%	+4.6%	+5.0%	+16.4%	➖ noise
96	datafusion:vortex-file-compressed	+12.9%	+4.6%	+7.9%	+12.7%	➖ noise
96	duckdb:duckdb	+27.1%	+4.6%	+21.5%	+18.8%	🚨 regression
96	duckdb:vortex-compact	+5.9%	+4.6%	+1.2%	+13.7%	➖ noise
96	duckdb:vortex-file-compressed	+16.3%	+4.6%	+11.2%	+13.1%	➖ noise
97	datafusion:vortex-compact	+8.1%	+6.5%	+1.6%	+12.0%	➖ noise
97	datafusion:vortex-file-compressed	+13.8%	+6.5%	+6.9%	+10.0%	➖ noise
97	duckdb:duckdb	+16.1%	+6.5%	+9.1%	+14.0%	➖ noise
97	duckdb:vortex-compact	+7.3%	+6.5%	+0.8%	+15.1%	➖ noise
97	duckdb:vortex-file-compressed	+13.1%	+6.5%	+6.2%	+11.1%	➖ noise
98	datafusion:vortex-compact	+14.1%	+7.5%	+6.1%	+10.0%	➖ noise
98	datafusion:vortex-file-compressed	+9.8%	+7.5%	+2.1%	+15.8%	➖ noise
98	duckdb:duckdb	+7.3%	+7.5%	-0.3%	+12.8%	➖ noise
98	duckdb:vortex-compact	+15.6%	+7.5%	+7.5%	+10.2%	➖ noise
98	duckdb:vortex-file-compressed	+9.5%	+7.5%	+1.8%	+10.7%	➖ noise
99	datafusion:vortex-compact	+6.4%	+25.8%	-15.4%	+15.3%	✅ faster
99	datafusion:vortex-file-compressed	+12.2%	+25.8%	-10.7%	+16.8%	➖ noise
99	duckdb:duckdb	+3.9%	+25.8%	-17.4%	+10.5%	✅ faster
99	duckdb:vortex-compact	-5.5%	+25.8%	-24.8%	+22.9%	✅ faster
99	duckdb:vortex-file-compressed	+4.0%	+25.8%	-17.3%	+12.4%	✅ faster

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: -10.3%
Vortex (geomean): 0.918x ➖
Parquet (geomean): 1.024x ➖
Shifts: Parquet (control) +2.4% · Median polish -6.5%

datafusion / vortex-file-compressed (0.862x ➖, 3↑ 1↓)

name	PR `f8096d6` (ns)	base `2db4ab1` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	246199542	284943772	0.86
tpch_q02/datafusion:vortex-file-compressed	456764305	615932333	0.74
tpch_q03/datafusion:vortex-file-compressed 🚀	517896855	822319870	0.63
tpch_q04/datafusion:vortex-file-compressed 🚀	252035523	453009533	0.56
tpch_q05/datafusion:vortex-file-compressed 🚀	431674702	885645399	0.49
tpch_q06/datafusion:vortex-file-compressed	374319879	375442135	1.00
tpch_q07/datafusion:vortex-file-compressed	453199263	447037686	1.01
tpch_q08/datafusion:vortex-file-compressed	595590296	608681657	0.98
tpch_q09/datafusion:vortex-file-compressed	449175386	510432047	0.88
tpch_q10/datafusion:vortex-file-compressed	546314383	621201319	0.88
tpch_q11/datafusion:vortex-file-compressed	285884607	390562066	0.73
tpch_q12/datafusion:vortex-file-compressed	485514125	564699885	0.86
tpch_q13/datafusion:vortex-file-compressed 🚨	275094597	144921475	1.90
tpch_q14/datafusion:vortex-file-compressed	310791815	279272406	1.11
tpch_q15/datafusion:vortex-file-compressed	476194168	505782518	0.94
tpch_q16/datafusion:vortex-file-compressed	196238110	214594093	0.91
tpch_q17/datafusion:vortex-file-compressed	358578496	398661030	0.90
tpch_q18/datafusion:vortex-file-compressed	348646988	477050578	0.73
tpch_q19/datafusion:vortex-file-compressed	467632023	557021427	0.84
tpch_q20/datafusion:vortex-file-compressed	467518726	529156078	0.88
tpch_q21/datafusion:vortex-file-compressed	605814227	676551651	0.90
tpch_q22/datafusion:vortex-file-compressed	147863514	160645312	0.92

datafusion / vortex-compact (0.896x ➖, 2↑ 0↓)

name	PR `f8096d6` (ns)	base `2db4ab1` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	273866379	319896966	0.86
tpch_q02/datafusion:vortex-compact	415581504	448607530	0.93
tpch_q03/datafusion:vortex-compact	442926852	412251084	1.07
tpch_q04/datafusion:vortex-compact 🚀	223427819	364021315	0.61
tpch_q05/datafusion:vortex-compact	392162861	418497710	0.94
tpch_q06/datafusion:vortex-compact	359650278	511837547	0.70
tpch_q07/datafusion:vortex-compact	401076759	419482546	0.96
tpch_q08/datafusion:vortex-compact	536830680	672889906	0.80
tpch_q09/datafusion:vortex-compact	360495009	494930924	0.73
tpch_q10/datafusion:vortex-compact 🚀	441120054	647500791	0.68
tpch_q11/datafusion:vortex-compact	277185445	306721463	0.90
tpch_q12/datafusion:vortex-compact	545802583	509281961	1.07
tpch_q13/datafusion:vortex-compact	133447403	183037863	0.73
tpch_q14/datafusion:vortex-compact	260804236	324235636	0.80
tpch_q15/datafusion:vortex-compact	442238208	536081427	0.82
tpch_q16/datafusion:vortex-compact	180398815	194522256	0.93
tpch_q17/datafusion:vortex-compact	417285224	385903018	1.08
tpch_q18/datafusion:vortex-compact	356885182	327545410	1.09
tpch_q19/datafusion:vortex-compact	542652039	527182168	1.03
tpch_q20/datafusion:vortex-compact	532767945	488993859	1.09
tpch_q21/datafusion:vortex-compact	602950318	570463357	1.06
tpch_q22/datafusion:vortex-compact	146864225	129641140	1.13

datafusion / parquet (1.117x ➖, 0↑ 5↓)

name	PR `f8096d6` (ns)	base `2db4ab1` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	233807901	227036206	1.03
tpch_q02/datafusion:parquet	501185003	540180305	0.93
tpch_q03/datafusion:parquet	350392659	353239964	0.99
tpch_q04/datafusion:parquet	169298782	190249795	0.89
tpch_q05/datafusion:parquet	619205834	524443857	1.18
tpch_q06/datafusion:parquet	169962633	163203074	1.04
tpch_q07/datafusion:parquet	597905879	472771881	1.26
tpch_q08/datafusion:parquet 🚨	757772580	556225665	1.36
tpch_q09/datafusion:parquet	511437796	458847835	1.11
tpch_q10/datafusion:parquet 🚨	807880199	539295614	1.50
tpch_q11/datafusion:parquet	348782841	334270028	1.04
tpch_q12/datafusion:parquet	250945595	229514987	1.09
tpch_q13/datafusion:parquet	430798693	423421192	1.02
tpch_q14/datafusion:parquet	177760170	163502039	1.09
tpch_q15/datafusion:parquet	306664618	315238955	0.97
tpch_q16/datafusion:parquet	178492249	168739341	1.06
tpch_q17/datafusion:parquet	445308758	373474298	1.19
tpch_q18/datafusion:parquet 🚨	667930174	448624345	1.49
tpch_q19/datafusion:parquet 🚨	530632845	331370851	1.60
tpch_q20/datafusion:parquet 🚨	483160181	346742629	1.39
tpch_q21/datafusion:parquet	628354307	811599046	0.77
tpch_q22/datafusion:parquet	155699330	161142739	0.97

duckdb / vortex-file-compressed (0.944x ➖, 0↑ 0↓)

name	PR `f8096d6` (ns)	base `2db4ab1` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	295507511	270103035	1.09
tpch_q02/duckdb:vortex-file-compressed	957528394	984924805	0.97
tpch_q03/duckdb:vortex-file-compressed	666378599	668743316	1.00
tpch_q04/duckdb:vortex-file-compressed	414780936	436083899	0.95
tpch_q05/duckdb:vortex-file-compressed	952509053	988516053	0.96
tpch_q06/duckdb:vortex-file-compressed	393869587	439193535	0.90
tpch_q07/duckdb:vortex-file-compressed	869527817	820082471	1.06
tpch_q08/duckdb:vortex-file-compressed	935502532	1081830918	0.86
tpch_q09/duckdb:vortex-file-compressed	855910764	914920014	0.94
tpch_q10/duckdb:vortex-file-compressed	731089471	790724966	0.92
tpch_q11/duckdb:vortex-file-compressed	480165044	524583756	0.92
tpch_q12/duckdb:vortex-file-compressed	489330618	537926295	0.91
tpch_q13/duckdb:vortex-file-compressed	480486848	492975679	0.97
tpch_q14/duckdb:vortex-file-compressed	483944667	522279719	0.93
tpch_q15/duckdb:vortex-file-compressed	282928681	316602729	0.89
tpch_q16/duckdb:vortex-file-compressed	358665953	412391597	0.87
tpch_q17/duckdb:vortex-file-compressed	732103997	746741632	0.98
tpch_q18/duckdb:vortex-file-compressed	523369718	587200843	0.89
tpch_q19/duckdb:vortex-file-compressed	459483584	477545631	0.96
tpch_q20/duckdb:vortex-file-compressed	821665344	930636090	0.88
tpch_q21/duckdb:vortex-file-compressed	1060515346	1155852171	0.92
tpch_q22/duckdb:vortex-file-compressed	394480348	383260457	1.03

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

name	PR `f8096d6` (ns)	base `2db4ab1` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	280316968	278539678	1.01
tpch_q02/duckdb:vortex-compact	894310125	947507005	0.94
tpch_q03/duckdb:vortex-compact	645281450	636737163	1.01
tpch_q04/duckdb:vortex-compact	334379174	389067768	0.86
tpch_q05/duckdb:vortex-compact	832542079	940921418	0.88
tpch_q06/duckdb:vortex-compact	414235837	421111950	0.98
tpch_q07/duckdb:vortex-compact	788385588	819463623	0.96
tpch_q08/duckdb:vortex-compact	957105198	1037296303	0.92
tpch_q09/duckdb:vortex-compact	901286103	944533178	0.95
tpch_q10/duckdb:vortex-compact	755910320	799527261	0.95
tpch_q11/duckdb:vortex-compact	487081070	529953278	0.92
tpch_q12/duckdb:vortex-compact	534016520	461508341	1.16
tpch_q13/duckdb:vortex-compact	448100850	459242560	0.98
tpch_q14/duckdb:vortex-compact	450800587	497173683	0.91
tpch_q15/duckdb:vortex-compact	296230154	301652623	0.98
tpch_q16/duckdb:vortex-compact	415379089	388158969	1.07
tpch_q17/duckdb:vortex-compact	622392071	668701576	0.93
tpch_q18/duckdb:vortex-compact	498976258	514522430	0.97
tpch_q19/duckdb:vortex-compact	493482145	488073623	1.01
tpch_q20/duckdb:vortex-compact	770586894	756613058	1.02
tpch_q21/duckdb:vortex-compact	1076878596	1143137601	0.94
tpch_q22/duckdb:vortex-compact	363812807	337774515	1.08

duckdb / parquet (0.938x ➖, 0↑ 0↓)

name	PR `f8096d6` (ns)	base `2db4ab1` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	467972365	465831802	1.00
tpch_q02/duckdb:parquet	1153371854	1378243142	0.84
tpch_q03/duckdb:parquet	1005856353	1078689408	0.93
tpch_q04/duckdb:parquet	670490181	650346915	1.03
tpch_q05/duckdb:parquet	1506775227	1593616455	0.95
tpch_q06/duckdb:parquet	477370414	425147563	1.12
tpch_q07/duckdb:parquet	1276240465	1423527993	0.90
tpch_q08/duckdb:parquet	1666559254	1851852675	0.90
tpch_q09/duckdb:parquet	1461743485	1509626093	0.97
tpch_q10/duckdb:parquet	1154168188	1326655044	0.87
tpch_q11/duckdb:parquet	862317117	845274772	1.02
tpch_q12/duckdb:parquet	672732014	813263172	0.83
tpch_q13/duckdb:parquet	886051944	932313482	0.95
tpch_q14/duckdb:parquet	640317324	700675243	0.91
tpch_q15/duckdb:parquet	508988491	551382498	0.92
tpch_q16/duckdb:parquet	595448333	668004925	0.89
tpch_q17/duckdb:parquet	726477704	784203801	0.93
tpch_q18/duckdb:parquet	850732715	955755331	0.89
tpch_q19/duckdb:parquet	784128019	777247059	1.01
tpch_q20/duckdb:parquet	1133908708	1091590966	1.04
tpch_q21/duckdb:parquet	1123731265	1199601723	0.94
tpch_q22/duckdb:parquet	531443169	623289233	0.85

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-14.4%	+1.7%	-15.8%	+77.6%	➖ noise
1	datafusion:vortex-file-compressed	-13.6%	+1.7%	-15.1%	+70.5%	➖ noise
1	duckdb:vortex-compact	+0.6%	+1.7%	-1.1%	+49.6%	➖ noise
1	duckdb:vortex-file-compressed	+9.4%	+1.7%	+7.6%	+58.0%	➖ noise
2	datafusion:vortex-compact	-7.4%	-11.9%	+5.1%	+30.0%	➖ noise
2	datafusion:vortex-file-compressed	-25.8%	-11.9%	-15.8%	+31.0%	➖ noise
2	duckdb:vortex-compact	-5.6%	-11.9%	+7.1%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	-2.8%	-11.9%	+10.3%	+30.0%	➖ noise
3	datafusion:vortex-compact	+7.4%	-3.8%	+11.7%	+51.3%	➖ noise
3	datafusion:vortex-file-compressed	-37.0%	-3.8%	-34.5%	+61.1%	➖ noise
3	duckdb:vortex-compact	+1.3%	-3.8%	+5.4%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	-0.4%	-3.8%	+3.6%	+46.9%	➖ noise
4	datafusion:vortex-compact	-38.6%	-4.2%	-35.9%	+42.2%	✅ faster
4	datafusion:vortex-file-compressed	-44.4%	-4.2%	-41.9%	+36.5%	✅ faster
4	duckdb:vortex-compact	-14.1%	-4.2%	-10.3%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	-4.9%	-4.2%	-0.7%	+30.0%	➖ noise
5	datafusion:vortex-compact	-6.3%	+5.7%	-11.3%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-51.3%	+5.7%	-53.9%	+30.0%	✅ faster
5	duckdb:vortex-compact	-11.5%	+5.7%	-16.3%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-3.6%	+5.7%	-8.8%	+30.0%	➖ noise
6	datafusion:vortex-compact	-29.7%	+8.1%	-35.0%	+39.6%	✅ faster
6	datafusion:vortex-file-compressed	-0.3%	+8.1%	-7.8%	+31.5%	➖ noise
6	duckdb:vortex-compact	-1.6%	+8.1%	-9.0%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-10.3%	+8.1%	-17.1%	+30.0%	➖ noise
7	datafusion:vortex-compact	-4.4%	+6.5%	-10.2%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	+1.4%	+6.5%	-4.8%	+30.0%	➖ noise
7	duckdb:vortex-compact	-3.8%	+6.5%	-9.6%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+6.0%	+6.5%	-0.4%	+30.0%	➖ noise
8	datafusion:vortex-compact	-20.2%	+10.7%	-27.9%	+30.0%	✅ faster
8	datafusion:vortex-file-compressed	-2.2%	+10.7%	-11.6%	+30.1%	➖ noise
8	duckdb:vortex-compact	-7.7%	+10.7%	-16.7%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-13.5%	+10.7%	-21.9%	+30.0%	➖ noise
9	datafusion:vortex-compact	-27.2%	+3.9%	-29.9%	+30.0%	✅ faster
9	datafusion:vortex-file-compressed	-12.0%	+3.9%	-15.3%	+30.0%	➖ noise
9	duckdb:vortex-compact	-4.6%	+3.9%	-8.1%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	-6.4%	+3.9%	-10.0%	+30.0%	➖ noise
10	datafusion:vortex-compact	-31.9%	+14.2%	-40.3%	+30.0%	✅ faster
10	datafusion:vortex-file-compressed	-12.1%	+14.2%	-23.0%	+30.0%	➖ noise
10	duckdb:vortex-compact	-5.5%	+14.2%	-17.2%	+30.0%	➖ noise
10	duckdb:vortex-file-compressed	-7.5%	+14.2%	-19.0%	+30.0%	➖ noise
11	datafusion:vortex-compact	-9.6%	+3.2%	-12.4%	+35.3%	➖ noise
11	datafusion:vortex-file-compressed	-26.8%	+3.2%	-29.1%	+30.0%	✅ faster
11	duckdb:vortex-compact	-8.1%	+3.2%	-10.9%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	-8.5%	+3.2%	-11.3%	+30.0%	➖ noise
12	datafusion:vortex-compact	+7.2%	-4.9%	+12.7%	+33.9%	➖ noise
12	datafusion:vortex-file-compressed	-14.0%	-4.9%	-9.6%	+30.0%	➖ noise
12	duckdb:vortex-compact	+15.7%	-4.9%	+21.7%	+30.0%	➖ noise
12	duckdb:vortex-file-compressed	-9.0%	-4.9%	-4.3%	+30.0%	➖ noise
13	datafusion:vortex-compact	-27.1%	-1.7%	-25.9%	+67.4%	➖ noise
13	datafusion:vortex-file-compressed	+89.8%	-1.7%	+93.0%	+73.4%	🚨 regression
13	duckdb:vortex-compact	-2.4%	-1.7%	-0.8%	+45.7%	➖ noise
13	duckdb:vortex-file-compressed	-2.5%	-1.7%	-0.9%	+30.6%	➖ noise
14	datafusion:vortex-compact	-19.6%	-0.3%	-19.3%	+30.0%	➖ noise
14	datafusion:vortex-file-compressed	+11.3%	-0.3%	+11.6%	+30.0%	➖ noise
14	duckdb:vortex-compact	-9.3%	-0.3%	-9.0%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	-7.3%	-0.3%	-7.0%	+30.0%	➖ noise
15	datafusion:vortex-compact	-17.5%	-5.2%	-12.9%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	-5.9%	-5.2%	-0.6%	+30.0%	➖ noise
15	duckdb:vortex-compact	-1.8%	-5.2%	+3.6%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	-10.6%	-5.2%	-5.7%	+30.0%	➖ noise
16	datafusion:vortex-compact	-7.3%	-2.9%	-4.5%	+30.0%	➖ noise
16	datafusion:vortex-file-compressed	-8.6%	-2.9%	-5.8%	+34.6%	➖ noise
16	duckdb:vortex-compact	+7.0%	-2.9%	+10.2%	+30.0%	➖ noise
16	duckdb:vortex-file-compressed	-13.0%	-2.9%	-10.4%	+30.0%	➖ noise
17	datafusion:vortex-compact	+8.1%	+5.1%	+2.9%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	-10.1%	+5.1%	-14.4%	+30.0%	➖ noise
17	duckdb:vortex-compact	-6.9%	+5.1%	-11.4%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	-2.0%	+5.1%	-6.7%	+30.0%	➖ noise
18	datafusion:vortex-compact	+9.0%	+15.1%	-5.4%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	-26.9%	+15.1%	-36.5%	+41.9%	✅ faster
18	duckdb:vortex-compact	-3.0%	+15.1%	-15.8%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	-10.9%	+15.1%	-22.6%	+31.4%	➖ noise
19	datafusion:vortex-compact	+2.9%	+27.1%	-19.0%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	-16.0%	+27.1%	-33.9%	+30.0%	✅ faster
19	duckdb:vortex-compact	+1.1%	+27.1%	-20.5%	+32.3%	➖ noise
19	duckdb:vortex-file-compressed	-3.8%	+27.1%	-24.3%	+30.0%	✅ faster
20	datafusion:vortex-compact	+9.0%	+20.3%	-9.4%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	-11.6%	+20.3%	-26.6%	+30.0%	✅ faster
20	duckdb:vortex-compact	+1.8%	+20.3%	-15.3%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	-11.7%	+20.3%	-26.6%	+30.0%	✅ faster
21	datafusion:vortex-compact	+5.7%	-14.8%	+24.1%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	-10.5%	-14.8%	+5.1%	+30.0%	➖ noise
21	duckdb:vortex-compact	-5.8%	-14.8%	+10.6%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	-8.2%	-14.8%	+7.7%	+30.0%	➖ noise
22	datafusion:vortex-compact	+13.3%	-9.2%	+24.8%	+31.2%	➖ noise
22	datafusion:vortex-file-compressed	-8.0%	-9.2%	+1.4%	+41.6%	➖ noise
22	duckdb:vortex-compact	+7.7%	-9.2%	+18.7%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	+2.9%	-9.2%	+13.4%	+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: -0.8%
Vortex (geomean): 1.001x ➖
Parquet (geomean): 1.009x ➖
Shifts: Parquet (control) +0.9% · Median polish +1.0%

datafusion / vortex-file-compressed (0.940x ➖, 1↑ 0↓)

name	PR `f8096d6` (ns)	base `bcb49d4` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	735500916	940619702	0.78
tpch_q02/datafusion:vortex-file-compressed	1147678795	1123601491	1.02
tpch_q03/datafusion:vortex-file-compressed	973127220	995863060	0.98
tpch_q04/datafusion:vortex-file-compressed	711530610	633243185	1.12
tpch_q05/datafusion:vortex-file-compressed	1052812162	1019856830	1.03
tpch_q06/datafusion:vortex-file-compressed	662651231	697528255	0.95
tpch_q07/datafusion:vortex-file-compressed	1025177095	1092323086	0.94
tpch_q08/datafusion:vortex-file-compressed	1239392192	1375897940	0.90
tpch_q09/datafusion:vortex-file-compressed	1463554325	1426738919	1.03
tpch_q10/datafusion:vortex-file-compressed	943320412	1023400870	0.92
tpch_q11/datafusion:vortex-file-compressed	515842677	535771036	0.96
tpch_q12/datafusion:vortex-file-compressed	876921625	987919995	0.89
tpch_q13/datafusion:vortex-file-compressed	428889541	427871470	1.00
tpch_q14/datafusion:vortex-file-compressed	666226313	740583841	0.90
tpch_q15/datafusion:vortex-file-compressed	1227273415	1370795068	0.90
tpch_q16/datafusion:vortex-file-compressed 🚀	354267852	639066167	0.55
tpch_q17/datafusion:vortex-file-compressed	1204267155	1211113137	0.99
tpch_q18/datafusion:vortex-file-compressed	1289548915	1222552669	1.05
tpch_q19/datafusion:vortex-file-compressed	819382797	851939945	0.96
tpch_q20/datafusion:vortex-file-compressed	965737920	1028070153	0.94
tpch_q21/datafusion:vortex-file-compressed	1682353548	1648572537	1.02
tpch_q22/datafusion:vortex-file-compressed	350317995	348953227	1.00

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

name	PR `f8096d6` (ns)	base `bcb49d4` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	715305610	724240156	0.99
tpch_q02/datafusion:vortex-compact	663732410	679922757	0.98
tpch_q03/datafusion:vortex-compact	769978970	806186492	0.96
tpch_q04/datafusion:vortex-compact	589863154	594816342	0.99
tpch_q05/datafusion:vortex-compact	880138861	984871270	0.89
tpch_q06/datafusion:vortex-compact	574701023	642185927	0.89
tpch_q07/datafusion:vortex-compact	966607727	997783597	0.97
tpch_q08/datafusion:vortex-compact	1123028842	1094390651	1.03
tpch_q09/datafusion:vortex-compact	1176179224	1233149587	0.95
tpch_q10/datafusion:vortex-compact	883569233	876843299	1.01
tpch_q11/datafusion:vortex-compact	385115753	396624824	0.97
tpch_q12/datafusion:vortex-compact	874897156	909856608	0.96
tpch_q13/datafusion:vortex-compact	405369044	411986417	0.98
tpch_q14/datafusion:vortex-compact	579088703	581824688	1.00
tpch_q15/datafusion:vortex-compact	1041567494	1118156856	0.93
tpch_q16/datafusion:vortex-compact	316957348	309508405	1.02
tpch_q17/datafusion:vortex-compact	1172597293	1127498536	1.04
tpch_q18/datafusion:vortex-compact	1085228731	1088175565	1.00
tpch_q19/datafusion:vortex-compact	827167662	868029636	0.95
tpch_q20/datafusion:vortex-compact	842295989	902824048	0.93
tpch_q21/datafusion:vortex-compact	1457825206	1395333456	1.04
tpch_q22/datafusion:vortex-compact	377867758	387815289	0.97

datafusion / parquet (0.977x ➖, 1↑ 2↓)

name	PR `f8096d6` (ns)	base `bcb49d4` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	710164584	827326439	0.86
tpch_q02/datafusion:parquet 🚀	770647421	1332016087	0.58
tpch_q03/datafusion:parquet	1138554215	1029310899	1.11
tpch_q04/datafusion:parquet 🚨	755446103	531951464	1.42
tpch_q05/datafusion:parquet	1399777462	1112893821	1.26
tpch_q06/datafusion:parquet	645761512	521750107	1.24
tpch_q07/datafusion:parquet 🚨	1642267525	1232437339	1.33
tpch_q08/datafusion:parquet	1608191757	1803040709	0.89
tpch_q09/datafusion:parquet	1797051571	1730234331	1.04
tpch_q10/datafusion:parquet	2049300242	2091001395	0.98
tpch_q11/datafusion:parquet	635242501	726537910	0.87
tpch_q12/datafusion:parquet	650630635	759112072	0.86
tpch_q13/datafusion:parquet	684295385	697605248	0.98
tpch_q14/datafusion:parquet	736314212	825485330	0.89
tpch_q15/datafusion:parquet	1216630515	1273089208	0.96
tpch_q16/datafusion:parquet	373520378	427601740	0.87
tpch_q17/datafusion:parquet	1425903574	1475673990	0.97
tpch_q18/datafusion:parquet	1426001051	1512759969	0.94
tpch_q19/datafusion:parquet	1101743030	971147912	1.13
tpch_q20/datafusion:parquet	1279007212	1261905090	1.01
tpch_q21/datafusion:parquet	1763897414	2097027494	0.84
tpch_q22/datafusion:parquet	635520990	750816057	0.85

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

name	PR `f8096d6` (ns)	base `bcb49d4` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	626560870	625500343	1.00
tpch_q02/duckdb:vortex-file-compressed	1310155848	1102356684	1.19
tpch_q03/duckdb:vortex-file-compressed	955285571	928366927	1.03
tpch_q04/duckdb:vortex-file-compressed	641203717	670034110	0.96
tpch_q05/duckdb:vortex-file-compressed	1167641268	1110615777	1.05
tpch_q06/duckdb:vortex-file-compressed	804419175	769312192	1.05
tpch_q07/duckdb:vortex-file-compressed	1121265160	1178934723	0.95
tpch_q08/duckdb:vortex-file-compressed	1392840590	1467328743	0.95
tpch_q09/duckdb:vortex-file-compressed	1568422940	1463260159	1.07
tpch_q10/duckdb:vortex-file-compressed	1220207271	1152281399	1.06
tpch_q11/duckdb:vortex-file-compressed	654831297	647312625	1.01
tpch_q12/duckdb:vortex-file-compressed	781342955	690539363	1.13
tpch_q13/duckdb:vortex-file-compressed	970856760	985266129	0.99
tpch_q14/duckdb:vortex-file-compressed	912633358	783953888	1.16
tpch_q15/duckdb:vortex-file-compressed	568332289	634468200	0.90
tpch_q16/duckdb:vortex-file-compressed	482917436	492527284	0.98
tpch_q17/duckdb:vortex-file-compressed	1022857598	996273406	1.03
tpch_q18/duckdb:vortex-file-compressed	969596611	889273946	1.09
tpch_q19/duckdb:vortex-file-compressed	800778639	766920660	1.04
tpch_q20/duckdb:vortex-file-compressed	1300534522	1156223024	1.12
tpch_q21/duckdb:vortex-file-compressed	2046167544	1847093862	1.11
tpch_q22/duckdb:vortex-file-compressed	687979661	632071261	1.09

duckdb / vortex-compact (1.053x ➖, 0↑ 0↓)

name	PR `f8096d6` (ns)	base `bcb49d4` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	604793843	587396060	1.03
tpch_q02/duckdb:vortex-compact	1168131686	1024061980	1.14
tpch_q03/duckdb:vortex-compact	975098608	768449884	1.27
tpch_q04/duckdb:vortex-compact	523912110	517450392	1.01
tpch_q05/duckdb:vortex-compact	1057345505	1002822821	1.05
tpch_q06/duckdb:vortex-compact	738270389	710611647	1.04
tpch_q07/duckdb:vortex-compact	1063453786	1087240167	0.98
tpch_q08/duckdb:vortex-compact	1304891177	1445987893	0.90
tpch_q09/duckdb:vortex-compact	1421128434	1355979987	1.05
tpch_q10/duckdb:vortex-compact	1066721680	1285537747	0.83
tpch_q11/duckdb:vortex-compact	702048752	645531110	1.09
tpch_q12/duckdb:vortex-compact	667793394	693873578	0.96
tpch_q13/duckdb:vortex-compact	887247770	848874938	1.05
tpch_q14/duckdb:vortex-compact	871405940	863212140	1.01
tpch_q15/duckdb:vortex-compact	521354958	504869571	1.03
tpch_q16/duckdb:vortex-compact	480001740	452459818	1.06
tpch_q17/duckdb:vortex-compact	940122316	867517141	1.08
tpch_q18/duckdb:vortex-compact	825274520	668823376	1.23
tpch_q19/duckdb:vortex-compact	858120922	746222487	1.15
tpch_q20/duckdb:vortex-compact	1341888080	1113410805	1.21
tpch_q21/duckdb:vortex-compact	1807563439	1635255283	1.11
tpch_q22/duckdb:vortex-compact	659461557	672676521	0.98

duckdb / parquet (1.042x ➖, 0↑ 0↓)

name	PR `f8096d6` (ns)	base `bcb49d4` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	855947702	781571971	1.10
tpch_q02/duckdb:parquet	1484153457	1481014591	1.00
tpch_q03/duckdb:parquet	1660153538	1638636583	1.01
tpch_q04/duckdb:parquet	1135918998	1023987213	1.11
tpch_q05/duckdb:parquet	2143441501	2165551429	0.99
tpch_q06/duckdb:parquet	827255864	704278295	1.17
tpch_q07/duckdb:parquet	1743794909	1979152911	0.88
tpch_q08/duckdb:parquet	2313505094	2652969436	0.87
tpch_q09/duckdb:parquet	2628241878	2692148615	0.98
tpch_q10/duckdb:parquet	3123972985	3059992477	1.02
tpch_q11/duckdb:parquet	1100823567	1158689557	0.95
tpch_q12/duckdb:parquet	1426514379	1266371614	1.13
tpch_q13/duckdb:parquet	1347059841	1169946529	1.15
tpch_q14/duckdb:parquet	1263684704	1310201859	0.96
tpch_q15/duckdb:parquet	868888115	880319084	0.99
tpch_q16/duckdb:parquet	982359148	910325868	1.08
tpch_q17/duckdb:parquet	1300286952	1346523069	0.97
tpch_q18/duckdb:parquet	1784508975	1434068318	1.24
tpch_q19/duckdb:parquet	1546290285	1451232022	1.07
tpch_q20/duckdb:parquet	1914395210	1770383607	1.08
tpch_q21/duckdb:parquet	1980226002	1751015151	1.13
tpch_q22/duckdb:parquet	1156043908	1013367581	1.14

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-1.2%	-3.0%	+1.9%	+56.9%	➖ noise
1	datafusion:vortex-file-compressed	-21.8%	-3.0%	-19.4%	+58.6%	➖ noise
1	duckdb:vortex-compact	+3.0%	-3.0%	+6.2%	+38.5%	➖ noise
1	duckdb:vortex-file-compressed	+0.2%	-3.0%	+3.3%	+36.9%	➖ noise
2	datafusion:vortex-compact	-2.4%	-23.9%	+28.2%	+47.0%	➖ noise
2	datafusion:vortex-file-compressed	+2.1%	-23.9%	+34.1%	+56.5%	➖ noise
2	duckdb:vortex-compact	+14.1%	-23.9%	+49.8%	+43.0%	🚨 regression
2	duckdb:vortex-file-compressed	+18.9%	-23.9%	+56.1%	+36.5%	🚨 regression
3	datafusion:vortex-compact	-4.5%	+5.9%	-9.8%	+53.9%	➖ noise
3	datafusion:vortex-file-compressed	-2.3%	+5.9%	-7.7%	+53.5%	➖ noise
3	duckdb:vortex-compact	+26.9%	+5.9%	+19.9%	+53.1%	➖ noise
3	duckdb:vortex-file-compressed	+2.9%	+5.9%	-2.8%	+44.5%	➖ noise
4	datafusion:vortex-compact	-0.8%	+25.5%	-21.0%	+31.5%	➖ noise
4	datafusion:vortex-file-compressed	+12.4%	+25.5%	-10.5%	+31.5%	➖ noise
4	duckdb:vortex-compact	+1.2%	+25.5%	-19.3%	+36.7%	➖ noise
4	duckdb:vortex-file-compressed	-4.3%	+25.5%	-23.8%	+31.5%	➖ noise
5	datafusion:vortex-compact	-10.6%	+11.6%	-19.9%	+31.5%	➖ noise
5	datafusion:vortex-file-compressed	+3.2%	+11.6%	-7.5%	+31.5%	➖ noise
5	duckdb:vortex-compact	+5.4%	+11.6%	-5.5%	+31.5%	➖ noise
5	duckdb:vortex-file-compressed	+5.1%	+11.6%	-5.8%	+31.5%	➖ noise
6	datafusion:vortex-compact	-10.5%	+20.6%	-25.8%	+31.5%	✅ faster
6	datafusion:vortex-file-compressed	-5.0%	+20.6%	-21.2%	+31.5%	➖ noise
6	duckdb:vortex-compact	+3.9%	+20.6%	-13.8%	+31.5%	➖ noise
6	duckdb:vortex-file-compressed	+4.6%	+20.6%	-13.3%	+31.5%	➖ noise
7	datafusion:vortex-compact	-3.1%	+8.4%	-10.6%	+31.5%	➖ noise
7	datafusion:vortex-file-compressed	-6.1%	+8.4%	-13.4%	+31.5%	➖ noise
7	duckdb:vortex-compact	-2.2%	+8.4%	-9.7%	+31.5%	➖ noise
7	duckdb:vortex-file-compressed	-4.9%	+8.4%	-12.2%	+31.5%	➖ noise
8	datafusion:vortex-compact	+2.6%	-11.8%	+16.4%	+31.5%	➖ noise
8	datafusion:vortex-file-compressed	-9.9%	-11.8%	+2.1%	+31.5%	➖ noise
8	duckdb:vortex-compact	-9.8%	-11.8%	+2.3%	+31.5%	➖ noise
8	duckdb:vortex-file-compressed	-5.1%	-11.8%	+7.6%	+31.5%	➖ noise
9	datafusion:vortex-compact	-4.6%	+0.7%	-5.3%	+31.5%	➖ noise
9	datafusion:vortex-file-compressed	+2.6%	+0.7%	+1.9%	+31.5%	➖ noise
9	duckdb:vortex-compact	+4.8%	+0.7%	+4.1%	+31.5%	➖ noise
9	duckdb:vortex-file-compressed	+7.2%	+0.7%	+6.4%	+31.5%	➖ noise
10	datafusion:vortex-compact	+0.8%	+0.0%	+0.7%	+31.5%	➖ noise
10	datafusion:vortex-file-compressed	-7.8%	+0.0%	-7.9%	+31.5%	➖ noise
10	duckdb:vortex-compact	-17.0%	+0.0%	-17.0%	+31.5%	➖ noise
10	duckdb:vortex-file-compressed	+5.9%	+0.0%	+5.9%	+31.5%	➖ noise
11	datafusion:vortex-compact	-2.9%	-8.9%	+6.5%	+31.5%	➖ noise
11	datafusion:vortex-file-compressed	-3.7%	-8.9%	+5.6%	+31.5%	➖ noise
11	duckdb:vortex-compact	+8.8%	-8.9%	+19.3%	+31.5%	➖ noise
11	duckdb:vortex-file-compressed	+1.2%	-8.9%	+11.0%	+31.5%	➖ noise
12	datafusion:vortex-compact	-3.8%	-1.7%	-2.1%	+31.5%	➖ noise
12	datafusion:vortex-file-compressed	-11.2%	-1.7%	-9.7%	+31.5%	➖ noise
12	duckdb:vortex-compact	-3.8%	-1.7%	-2.1%	+31.5%	➖ noise
12	duckdb:vortex-file-compressed	+13.1%	-1.7%	+15.2%	+31.5%	➖ noise
13	datafusion:vortex-compact	-1.6%	+6.3%	-7.4%	+33.0%	➖ noise
13	datafusion:vortex-file-compressed	+0.2%	+6.3%	-5.7%	+49.5%	➖ noise
13	duckdb:vortex-compact	+4.5%	+6.3%	-1.7%	+46.3%	➖ noise
13	duckdb:vortex-file-compressed	-1.5%	+6.3%	-7.3%	+43.3%	➖ noise
14	datafusion:vortex-compact	-0.5%	-7.2%	+7.3%	+31.5%	➖ noise
14	datafusion:vortex-file-compressed	-10.0%	-7.2%	-3.0%	+31.5%	➖ noise
14	duckdb:vortex-compact	+0.9%	-7.2%	+8.8%	+31.5%	➖ noise
14	duckdb:vortex-file-compressed	+16.4%	-7.2%	+25.5%	+31.5%	➖ noise
15	datafusion:vortex-compact	-6.8%	-2.9%	-4.1%	+31.5%	➖ noise
15	datafusion:vortex-file-compressed	-10.5%	-2.9%	-7.8%	+31.5%	➖ noise
15	duckdb:vortex-compact	+3.3%	-2.9%	+6.3%	+31.5%	➖ noise
15	duckdb:vortex-file-compressed	-10.4%	-2.9%	-7.8%	+31.5%	➖ noise
16	datafusion:vortex-compact	+2.4%	-2.9%	+5.5%	+31.5%	➖ noise
16	datafusion:vortex-file-compressed	-44.6%	-2.9%	-42.9%	+34.1%	✅ faster
16	duckdb:vortex-compact	+6.1%	-2.9%	+9.3%	+31.5%	➖ noise
16	duckdb:vortex-file-compressed	-2.0%	-2.9%	+1.0%	+31.5%	➖ noise
17	datafusion:vortex-compact	+4.0%	-3.4%	+7.7%	+31.5%	➖ noise
17	datafusion:vortex-file-compressed	-0.6%	-3.4%	+2.9%	+31.5%	➖ noise
17	duckdb:vortex-compact	+8.4%	-3.4%	+12.2%	+31.5%	➖ noise
17	duckdb:vortex-file-compressed	+2.7%	-3.4%	+6.3%	+31.5%	➖ noise
18	datafusion:vortex-compact	-0.3%	+8.3%	-7.9%	+31.5%	➖ noise
18	datafusion:vortex-file-compressed	+5.5%	+8.3%	-2.6%	+31.5%	➖ noise
18	duckdb:vortex-compact	+23.4%	+8.3%	+13.9%	+31.5%	➖ noise
18	duckdb:vortex-file-compressed	+9.0%	+8.3%	+0.7%	+31.5%	➖ noise
19	datafusion:vortex-compact	-4.7%	+9.9%	-13.3%	+31.5%	➖ noise
19	datafusion:vortex-file-compressed	-3.8%	+9.9%	-12.5%	+31.5%	➖ noise
19	duckdb:vortex-compact	+15.0%	+9.9%	+4.6%	+31.5%	➖ noise
19	duckdb:vortex-file-compressed	+4.4%	+9.9%	-5.0%	+31.5%	➖ noise
20	datafusion:vortex-compact	-6.7%	+4.7%	-10.9%	+31.5%	➖ noise
20	datafusion:vortex-file-compressed	-6.1%	+4.7%	-10.3%	+31.5%	➖ noise
20	duckdb:vortex-compact	+20.5%	+4.7%	+15.1%	+31.5%	➖ noise
20	duckdb:vortex-file-compressed	+12.5%	+4.7%	+7.4%	+31.5%	➖ noise
21	datafusion:vortex-compact	+4.5%	-2.5%	+7.1%	+31.5%	➖ noise
21	datafusion:vortex-file-compressed	+2.0%	-2.5%	+4.6%	+31.5%	➖ noise
21	duckdb:vortex-compact	+10.5%	-2.5%	+13.3%	+31.5%	➖ noise
21	duckdb:vortex-file-compressed	+10.8%	-2.5%	+13.6%	+31.5%	➖ noise
22	datafusion:vortex-compact	-2.6%	-1.7%	-0.8%	+31.5%	➖ noise
22	datafusion:vortex-file-compressed	+0.4%	-1.7%	+2.2%	+31.5%	➖ noise
22	duckdb:vortex-compact	-2.0%	-1.7%	-0.2%	+31.5%	➖ noise
22	duckdb:vortex-file-compressed	+8.8%	-1.7%	+10.8%	+31.5%	➖ noise

github-actions · 2026-04-28T14:09:07Z

Benchmarks: FineWeb S3

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -8.1%
Vortex (geomean): 0.927x ➖
Parquet (geomean): 1.009x ➖
Shifts: Parquet (control) +0.9% · Median polish -3.7%

datafusion / vortex-file-compressed (0.960x ➖, 0↑ 0↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	37057503	36313978	1.02
fineweb_q01/datafusion:vortex-file-compressed	571753662	558461019	1.02
fineweb_q02/datafusion:vortex-file-compressed	446785233	520070435	0.86
fineweb_q03/datafusion:vortex-file-compressed	1399491393	1404117675	1.00
fineweb_q04/datafusion:vortex-file-compressed	1369818369	1410064161	0.97
fineweb_q05/datafusion:vortex-file-compressed	1344594167	1402923263	0.96
fineweb_q06/datafusion:vortex-file-compressed	1517463451	1728177603	0.88
fineweb_q07/datafusion:vortex-file-compressed	1328356229	1357413074	0.98
fineweb_q08/datafusion:vortex-file-compressed	524079172	542620821	0.97

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

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	35035151	36834268	0.95
fineweb_q01/datafusion:vortex-compact	468275354	525944563	0.89
fineweb_q02/datafusion:vortex-compact	598490865	565382578	1.06
fineweb_q03/datafusion:vortex-compact	1497249856	1537638326	0.97
fineweb_q04/datafusion:vortex-compact	1796099523	1887338620	0.95
fineweb_q05/datafusion:vortex-compact	1454744260	1552865910	0.94
fineweb_q06/datafusion:vortex-compact	1302595107	1364258035	0.95
fineweb_q07/datafusion:vortex-compact	1156972974	1205389866	0.96
fineweb_q08/datafusion:vortex-compact	387820379	425225342	0.91

datafusion / parquet (1.019x ➖, 0↑ 0↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1349581126	1091649690	1.24
fineweb_q01/datafusion:parquet	1887685216	1792475899	1.05
fineweb_q02/datafusion:parquet	1823427630	1834796678	0.99
fineweb_q03/datafusion:parquet	1796866540	2007522055	0.90
fineweb_q04/datafusion:parquet	1891976217	1708760331	1.11
fineweb_q05/datafusion:parquet	1873734092	1943753808	0.96
fineweb_q06/datafusion:parquet	1957925334	1870998467	1.05
fineweb_q07/datafusion:parquet	1774244479	1902995975	0.93
fineweb_q08/datafusion:parquet	1829531053	1865823936	0.98

duckdb / vortex-file-compressed (0.897x ➖, 0↑ 0↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	84300478	84438298	1.00
fineweb_q01/duckdb:vortex-file-compressed	560907798	687273605	0.82
fineweb_q02/duckdb:vortex-file-compressed	439297600	520682129	0.84
fineweb_q03/duckdb:vortex-file-compressed	1460921290	1816636136	0.80
fineweb_q04/duckdb:vortex-file-compressed	1454668440	1682689164	0.86
fineweb_q05/duckdb:vortex-file-compressed	1460618890	1555331262	0.94
fineweb_q06/duckdb:vortex-file-compressed	1700047846	1764582322	0.96
fineweb_q07/duckdb:vortex-file-compressed	1443185624	1601158932	0.90
fineweb_q08/duckdb:vortex-file-compressed	628625084	649435113	0.97

duckdb / vortex-compact (0.898x ➖, 1↑ 0↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact 🚀	52224449	81403725	0.64
fineweb_q01/duckdb:vortex-compact	544875889	591413251	0.92
fineweb_q02/duckdb:vortex-compact	582195551	610214154	0.95
fineweb_q03/duckdb:vortex-compact	1571810909	1799548046	0.87
fineweb_q04/duckdb:vortex-compact	1733764988	1837620143	0.94
fineweb_q05/duckdb:vortex-compact	1646468366	1730123545	0.95
fineweb_q06/duckdb:vortex-compact	1510973312	1647954961	0.92
fineweb_q07/duckdb:vortex-compact	1345661900	1414250769	0.95
fineweb_q08/duckdb:vortex-compact	514754337	520547506	0.99

duckdb / parquet (0.999x ➖, 0↑ 0↓)

name	PR `f8096d6` (ns)	base `d036fc1` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1084259495	1117294127	0.97
fineweb_q01/duckdb:parquet	1387131747	1468418757	0.94
fineweb_q02/duckdb:parquet	1570396859	1354885298	1.16
fineweb_q03/duckdb:parquet	3799684212	3901090944	0.97
fineweb_q04/duckdb:parquet	1805683559	2058226794	0.88
fineweb_q05/duckdb:parquet	2235846366	2173311841	1.03
fineweb_q06/duckdb:parquet	4401662173	4338057064	1.01
fineweb_q07/duckdb:parquet	2755740292	2698255415	1.02
fineweb_q08/duckdb:parquet	1089070606	1061877905	1.03

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-4.9%	+9.5%	-13.2%	+237.8%	➖ noise
0	datafusion:vortex-file-compressed	+2.0%	+9.5%	-6.8%	+132.4%	➖ noise
0	duckdb:vortex-compact	-35.8%	+9.5%	-41.4%	+58.7%	✅ faster
0	duckdb:vortex-file-compressed	-0.2%	+9.5%	-8.9%	+49.4%	➖ noise
1	datafusion:vortex-compact	-11.0%	-0.3%	-10.7%	+86.5%	➖ noise
1	datafusion:vortex-file-compressed	+2.4%	-0.3%	+2.6%	+97.7%	➖ noise
1	duckdb:vortex-compact	-7.9%	-0.3%	-7.6%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	-18.4%	-0.3%	-18.2%	+44.5%	➖ noise
2	datafusion:vortex-compact	+5.9%	+7.3%	-1.4%	+46.4%	➖ noise
2	datafusion:vortex-file-compressed	-14.1%	+7.3%	-20.0%	+47.2%	➖ noise
2	duckdb:vortex-compact	-4.6%	+7.3%	-11.1%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	-15.6%	+7.3%	-21.4%	+31.3%	➖ noise
3	datafusion:vortex-compact	-2.6%	-6.6%	+4.3%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	-0.3%	-6.6%	+6.7%	+30.0%	➖ noise
3	duckdb:vortex-compact	-12.7%	-6.6%	-6.5%	+43.1%	➖ noise
3	duckdb:vortex-file-compressed	-19.6%	-6.6%	-13.9%	+30.0%	➖ noise
4	datafusion:vortex-compact	-4.8%	-1.4%	-3.4%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	-2.9%	-1.4%	-1.4%	+30.0%	➖ noise
4	duckdb:vortex-compact	-5.7%	-1.4%	-4.3%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	-13.6%	-1.4%	-12.3%	+30.0%	➖ noise
5	datafusion:vortex-compact	-6.3%	-0.4%	-5.9%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-4.2%	-0.4%	-3.8%	+30.0%	➖ noise
5	duckdb:vortex-compact	-4.8%	-0.4%	-4.4%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-6.1%	-0.4%	-5.7%	+30.0%	➖ noise
6	datafusion:vortex-compact	-4.5%	+3.0%	-7.3%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-12.2%	+3.0%	-14.8%	+32.7%	➖ noise
6	duckdb:vortex-compact	-8.3%	+3.0%	-11.0%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-3.7%	+3.0%	-6.5%	+30.0%	➖ noise
7	datafusion:vortex-compact	-4.0%	-2.4%	-1.6%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-2.1%	-2.4%	+0.3%	+30.0%	➖ noise
7	duckdb:vortex-compact	-4.8%	-2.4%	-2.5%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	-9.9%	-2.4%	-7.6%	+30.0%	➖ noise
8	datafusion:vortex-compact	-8.8%	+0.3%	-9.1%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	-3.4%	+0.3%	-3.7%	+30.0%	➖ noise
8	duckdb:vortex-compact	-1.1%	+0.3%	-1.4%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-3.2%	+0.3%	-3.5%	+30.0%	➖ noise

github-actions · 2026-04-28T14:10:19Z

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -2.4%
Vortex (geomean): 0.978x ➖
Parquet (geomean): 0.999x ➖
Shifts: Parquet (control) -0.1% · Median polish +0.2%

datafusion / vortex-file-compressed (0.994x ➖, 1↑ 0↓)

name	PR `f8096d6` (ns)	base `2db4ab1` (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed	1667496	1629630	1.02
clickbench_q01/datafusion:vortex-file-compressed	19122347	19603668	0.98
clickbench_q02/datafusion:vortex-file-compressed	38117244	38942309	0.98
clickbench_q03/datafusion:vortex-file-compressed	43246357	41667542	1.04
clickbench_q04/datafusion:vortex-file-compressed	281820934	285438555	0.99
clickbench_q05/datafusion:vortex-file-compressed	294793939	298659276	0.99
clickbench_q06/datafusion:vortex-file-compressed 🚀	1674383	1955857	0.86
clickbench_q07/datafusion:vortex-file-compressed	22804640	22258485	1.02
clickbench_q08/datafusion:vortex-file-compressed	349983047	347961278	1.01
clickbench_q09/datafusion:vortex-file-compressed	557277429	548317750	1.02
clickbench_q10/datafusion:vortex-file-compressed	74420042	75919424	0.98
clickbench_q11/datafusion:vortex-file-compressed	88006185	89298616	0.99
clickbench_q12/datafusion:vortex-file-compressed	261678112	270671015	0.97
clickbench_q13/datafusion:vortex-file-compressed	407126853	405460977	1.00
clickbench_q14/datafusion:vortex-file-compressed	253103433	256411725	0.99
clickbench_q15/datafusion:vortex-file-compressed	318575287	325370869	0.98
clickbench_q16/datafusion:vortex-file-compressed	636887679	632989600	1.01
clickbench_q17/datafusion:vortex-file-compressed	630805215	627579874	1.01
clickbench_q18/datafusion:vortex-file-compressed	1278475621	1284393345	1.00
clickbench_q19/datafusion:vortex-file-compressed	30319884	29243534	1.04
clickbench_q20/datafusion:vortex-file-compressed	336920980	338371845	1.00
clickbench_q21/datafusion:vortex-file-compressed	370370951	367813281	1.01
clickbench_q22/datafusion:vortex-file-compressed	444828863	446239180	1.00
clickbench_q23/datafusion:vortex-file-compressed	643000993	712101745	0.90
clickbench_q24/datafusion:vortex-file-compressed	46046791	44254820	1.04
clickbench_q25/datafusion:vortex-file-compressed	70007358	72587756	0.96
clickbench_q26/datafusion:vortex-file-compressed	45965608	45046067	1.02
clickbench_q27/datafusion:vortex-file-compressed	714286919	718900070	0.99
clickbench_q28/datafusion:vortex-file-compressed	6814722083	6797696481	1.00
clickbench_q29/datafusion:vortex-file-compressed	236708184	233165082	1.02
clickbench_q30/datafusion:vortex-file-compressed	222689713	230643451	0.97
clickbench_q31/datafusion:vortex-file-compressed	255903910	254394633	1.01
clickbench_q32/datafusion:vortex-file-compressed	1106971511	1083626492	1.02
clickbench_q33/datafusion:vortex-file-compressed	1267967642	1278874877	0.99
clickbench_q34/datafusion:vortex-file-compressed	1277615518	1267782462	1.01
clickbench_q35/datafusion:vortex-file-compressed	435372359	450619489	0.97
clickbench_q36/datafusion:vortex-file-compressed	70078908	68966241	1.02
clickbench_q37/datafusion:vortex-file-compressed	35029962	35413398	0.99
clickbench_q38/datafusion:vortex-file-compressed	18842396	18735575	1.01
clickbench_q39/datafusion:vortex-file-compressed	132133969	131622270	1.00
clickbench_q40/datafusion:vortex-file-compressed	16139220	15537842	1.04
clickbench_q41/datafusion:vortex-file-compressed	15073205	15493524	0.97
clickbench_q42/datafusion:vortex-file-compressed	17432321	17436532	1.00

datafusion / parquet (1.000x ➖, 0↑ 0↓)

name	PR `f8096d6` (ns)	base `2db4ab1` (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet	1556459	1523247	1.02
clickbench_q01/datafusion:parquet	20529300	19305572	1.06
clickbench_q02/datafusion:parquet	48245639	45760686	1.05
clickbench_q03/datafusion:parquet	37642357	38688656	0.97
clickbench_q04/datafusion:parquet	289055480	295805849	0.98
clickbench_q05/datafusion:parquet	357246075	342303224	1.04
clickbench_q06/datafusion:parquet	1597544	1557485	1.03
clickbench_q07/datafusion:parquet	22984534	22748031	1.01
clickbench_q08/datafusion:parquet	367572498	373949151	0.98
clickbench_q09/datafusion:parquet	609134735	608287589	1.00
clickbench_q10/datafusion:parquet	110820992	112153279	0.99
clickbench_q11/datafusion:parquet	133836657	136573354	0.98
clickbench_q12/datafusion:parquet	350324101	345809205	1.01
clickbench_q13/datafusion:parquet	488605357	492370860	0.99
clickbench_q14/datafusion:parquet	345256117	344152777	1.00
clickbench_q15/datafusion:parquet	333326934	333637760	1.00
clickbench_q16/datafusion:parquet	657746257	649266824	1.01
clickbench_q17/datafusion:parquet	630096688	639423270	0.99
clickbench_q18/datafusion:parquet	1300466120	1316304014	0.99
clickbench_q19/datafusion:parquet	29378047	29282628	1.00
clickbench_q20/datafusion:parquet	603810700	600478660	1.01
clickbench_q21/datafusion:parquet	667554642	676364788	0.99
clickbench_q22/datafusion:parquet	974639151	983666111	0.99
clickbench_q23/datafusion:parquet	3742828077	3726004438	1.00
clickbench_q24/datafusion:parquet	84248862	81814565	1.03
clickbench_q25/datafusion:parquet	134790934	136911446	0.98
clickbench_q26/datafusion:parquet	82004760	83361139	0.98
clickbench_q27/datafusion:parquet	1045486229	1043476161	1.00
clickbench_q28/datafusion:parquet	6639184367	6738829346	0.99
clickbench_q29/datafusion:parquet	242437746	245763875	0.99
clickbench_q30/datafusion:parquet	330741465	330756290	1.00
clickbench_q31/datafusion:parquet	360051259	357516987	1.01
clickbench_q32/datafusion:parquet	1159364223	1191931886	0.97
clickbench_q33/datafusion:parquet	1478896343	1475198002	1.00
clickbench_q34/datafusion:parquet	1467006109	1460745107	1.00
clickbench_q35/datafusion:parquet	449613170	461864293	0.97
clickbench_q36/datafusion:parquet	139778999	138688226	1.01
clickbench_q37/datafusion:parquet	56822936	55625726	1.02
clickbench_q38/datafusion:parquet	84372333	91096772	0.93
clickbench_q39/datafusion:parquet	255933067	258345736	0.99
clickbench_q40/datafusion:parquet	29728706	29509722	1.01
clickbench_q41/datafusion:parquet	27486423	27076860	1.02
clickbench_q42/datafusion:parquet	29518951	28789643	1.03

duckdb / vortex-file-compressed (0.962x ➖, 8↑ 0↓)

name	PR `f8096d6` (ns)	base `2db4ab1` (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed	5988133	5770331	1.04
clickbench_q01/duckdb:vortex-file-compressed	13161275	13550478	0.97
clickbench_q02/duckdb:vortex-file-compressed	25503778	25549651	1.00
clickbench_q03/duckdb:vortex-file-compressed	29407008	30457427	0.97
clickbench_q04/duckdb:vortex-file-compressed	183487407	181658423	1.01
clickbench_q05/duckdb:vortex-file-compressed	170695279	174301508	0.98
clickbench_q06/duckdb:vortex-file-compressed	18712049	18474766	1.01
clickbench_q07/duckdb:vortex-file-compressed	15520712	16481146	0.94
clickbench_q08/duckdb:vortex-file-compressed	257912702	253988842	1.02
clickbench_q09/duckdb:vortex-file-compressed	331717662	331562804	1.00
clickbench_q10/duckdb:vortex-file-compressed	67267447	69392259	0.97
clickbench_q11/duckdb:vortex-file-compressed	78112116	77697804	1.01
clickbench_q12/duckdb:vortex-file-compressed	191951941	194746606	0.99
clickbench_q13/duckdb:vortex-file-compressed	410342281	403772921	1.02
clickbench_q14/duckdb:vortex-file-compressed	230872933	228923743	1.01
clickbench_q15/duckdb:vortex-file-compressed	244683391	245833910	1.00
clickbench_q16/duckdb:vortex-file-compressed	574761634	575036295	1.00
clickbench_q17/duckdb:vortex-file-compressed	477127773	460775382	1.04
clickbench_q18/duckdb:vortex-file-compressed	1001249566	961701428	1.04
clickbench_q19/duckdb:vortex-file-compressed	20766037	21364549	0.97
clickbench_q20/duckdb:vortex-file-compressed	320753860	332965703	0.96
clickbench_q21/duckdb:vortex-file-compressed	377179986	362093852	1.04
clickbench_q22/duckdb:vortex-file-compressed 🚀	484751884	599921721	0.81
clickbench_q23/duckdb:vortex-file-compressed	860512410	943113864	0.91
clickbench_q24/duckdb:vortex-file-compressed	39895018	42409186	0.94
clickbench_q25/duckdb:vortex-file-compressed	73118320	74650332	0.98
clickbench_q26/duckdb:vortex-file-compressed 🚀	44379464	49757034	0.89
clickbench_q27/duckdb:vortex-file-compressed	463656082	464506500	1.00
clickbench_q28/duckdb:vortex-file-compressed	2968458429	2963597163	1.00
clickbench_q29/duckdb:vortex-file-compressed	28220937	28500085	0.99
clickbench_q30/duckdb:vortex-file-compressed	191917359	190989535	1.00
clickbench_q31/duckdb:vortex-file-compressed	278032713	277580550	1.00
clickbench_q32/duckdb:vortex-file-compressed	1245027982	1234751139	1.01
clickbench_q33/duckdb:vortex-file-compressed	1176222484	1200354763	0.98
clickbench_q34/duckdb:vortex-file-compressed	1209362546	1224167622	0.99
clickbench_q35/duckdb:vortex-file-compressed	370202468	377271953	0.98
clickbench_q36/duckdb:vortex-file-compressed 🚀	24857710	29485399	0.84
clickbench_q37/duckdb:vortex-file-compressed 🚀	18206729	21680343	0.84
clickbench_q38/duckdb:vortex-file-compressed 🚀	19808236	23778013	0.83
clickbench_q39/duckdb:vortex-file-compressed	38809463	41922594	0.93
clickbench_q40/duckdb:vortex-file-compressed 🚀	18013256	22198139	0.81
clickbench_q41/duckdb:vortex-file-compressed 🚀	19171725	21904081	0.88
clickbench_q42/duckdb:vortex-file-compressed 🚀	20816726	23680609	0.88

duckdb / parquet (0.998x ➖, 1↑ 0↓)

name	PR `f8096d6` (ns)	base `2db4ab1` (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	25836282	25343271	1.02
clickbench_q01/duckdb:parquet	27378569	27256206	1.00
clickbench_q02/duckdb:parquet	48334555	48669407	0.99
clickbench_q03/duckdb:parquet	38469318	38242665	1.01
clickbench_q04/duckdb:parquet	199447716	200401376	1.00
clickbench_q05/duckdb:parquet	263638350	269666318	0.98
clickbench_q06/duckdb:parquet	45858789	45177521	1.02
clickbench_q07/duckdb:parquet	29273458	29101825	1.01
clickbench_q08/duckdb:parquet	263322707	263458078	1.00
clickbench_q09/duckdb:parquet	401395421	397494660	1.01
clickbench_q10/duckdb:parquet	81568751	81858197	1.00
clickbench_q11/duckdb:parquet	99946094	98190303	1.02
clickbench_q12/duckdb:parquet	292209941	284459497	1.03
clickbench_q13/duckdb:parquet	485264482	478674838	1.01
clickbench_q14/duckdb:parquet	326038550	329417471	0.99
clickbench_q15/duckdb:parquet	259188815	253385396	1.02
clickbench_q16/duckdb:parquet	639296587	629765751	1.02
clickbench_q17/duckdb:parquet	537573606	541995791	0.99
clickbench_q18/duckdb:parquet	1083940226	1069507502	1.01
clickbench_q19/duckdb:parquet	25566535	25046935	1.02
clickbench_q20/duckdb:parquet	423522533	427728515	0.99
clickbench_q21/duckdb:parquet	549656925	546629549	1.01
clickbench_q22/duckdb:parquet	941194548	930595209	1.01
clickbench_q23/duckdb:parquet	311798543	311452181	1.00
clickbench_q24/duckdb:parquet	68765834	72035387	0.95
clickbench_q25/duckdb:parquet	157847505	156520852	1.01
clickbench_q26/duckdb:parquet	48453745	47789941	1.01
clickbench_q27/duckdb:parquet	645408897	641389845	1.01
clickbench_q28/duckdb:parquet	4834662539	4843865219	1.00
clickbench_q29/duckdb:parquet	40782838	41509122	0.98
clickbench_q30/duckdb:parquet	305025326	298930099	1.02
clickbench_q31/duckdb:parquet	363062978	359897873	1.01
clickbench_q32/duckdb:parquet	1137779709	1123179356	1.01
clickbench_q33/duckdb:parquet	1220912429	1277993201	0.96
clickbench_q34/duckdb:parquet	1231251915	1274405497	0.97
clickbench_q35/duckdb:parquet	364461086	361814899	1.01
clickbench_q36/duckdb:parquet	47419480	51962616	0.91
clickbench_q37/duckdb:parquet	33201064	31812602	1.04
clickbench_q38/duckdb:parquet	34407345	32576101	1.06
clickbench_q39/duckdb:parquet 🚀	74941676	90485350	0.83
clickbench_q40/duckdb:parquet	19041329	18304636	1.04
clickbench_q41/duckdb:parquet	17560271	17357927	1.01
clickbench_q42/duckdb:parquet	21368099	21516330	0.99

duckdb / duckdb (0.972x ➖, 5↑ 0↓)

name	PR `f8096d6` (ns)	base `2db4ab1` (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb	17890999	17350495	1.03
clickbench_q01/duckdb:duckdb	32806683	32357816	1.01
clickbench_q02/duckdb:duckdb	44698358	45133133	0.99
clickbench_q03/duckdb:duckdb	46489082	46200839	1.01
clickbench_q04/duckdb:duckdb	187425685	189809004	0.99
clickbench_q05/duckdb:duckdb	261936128	267958526	0.98
clickbench_q06/duckdb:duckdb 🚀	27813714	35934642	0.77
clickbench_q07/duckdb:duckdb	35161087	34975370	1.01
clickbench_q08/duckdb:duckdb	248043720	248263824	1.00
clickbench_q09/duckdb:duckdb	366664385	361239524	1.02
clickbench_q10/duckdb:duckdb	97597178	97409611	1.00
clickbench_q11/duckdb:duckdb	107929679	107101277	1.01
clickbench_q12/duckdb:duckdb	237737798	234999240	1.01
clickbench_q13/duckdb:duckdb	463280364	500826656	0.93
clickbench_q14/duckdb:duckdb	276620333	270791795	1.02
clickbench_q15/duckdb:duckdb	218765770	215647556	1.01
clickbench_q16/duckdb:duckdb	631861698	660729531	0.96
clickbench_q17/duckdb:duckdb	549724010	553501948	0.99
clickbench_q18/duckdb:duckdb	1208328256	1271115119	0.95
clickbench_q19/duckdb:duckdb	34206064	34671379	0.99
clickbench_q20/duckdb:duckdb 🚀	823545891	1141986040	0.72
clickbench_q21/duckdb:duckdb 🚀	947861377	1066443546	0.89
clickbench_q22/duckdb:duckdb 🚀	991901878	1134151216	0.87
clickbench_q23/duckdb:duckdb	255451207	258419190	0.99
clickbench_q24/duckdb:duckdb	60470707	62423987	0.97
clickbench_q25/duckdb:duckdb	141320685	141066388	1.00
clickbench_q26/duckdb:duckdb	59069199	59639797	0.99
clickbench_q27/duckdb:duckdb 🚀	950117219	1138361090	0.83
clickbench_q28/duckdb:duckdb	4634304157	4715082642	0.98
clickbench_q29/duckdb:duckdb	48008197	47539341	1.01
clickbench_q30/duckdb:duckdb	258807341	266278879	0.97
clickbench_q31/duckdb:duckdb	413673565	448513245	0.92
clickbench_q32/duckdb:duckdb	1504112776	1595537380	0.94
clickbench_q33/duckdb:duckdb	1970814416	1931685418	1.02
clickbench_q34/duckdb:duckdb	2256115749	2142615275	1.05
clickbench_q35/duckdb:duckdb	277559445	272314655	1.02
clickbench_q36/duckdb:duckdb	41520728	40329082	1.03
clickbench_q37/duckdb:duckdb	31093437	30963313	1.00
clickbench_q38/duckdb:duckdb	30721329	30538387	1.01
clickbench_q39/duckdb:duckdb	62779241	61183686	1.03
clickbench_q40/duckdb:duckdb	31219288	30807003	1.01
clickbench_q41/duckdb:duckdb	29859271	31128102	0.96
clickbench_q42/duckdb:duckdb	31468003	31419498	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	+2.3%	+2.1%	+0.3%	+795.7%	➖ noise
0	duckdb:duckdb	+3.1%	+2.1%	+1.0%	+294.3%	➖ noise
0	duckdb:vortex-file-compressed	+3.8%	+2.1%	+1.7%	+492.3%	➖ noise
1	datafusion:vortex-file-compressed	-2.5%	+3.4%	-5.6%	+21.8%	➖ noise
1	duckdb:duckdb	+1.4%	+3.4%	-1.9%	+58.0%	➖ noise
1	duckdb:vortex-file-compressed	-2.9%	+3.4%	-6.0%	+22.2%	➖ noise
2	datafusion:vortex-file-compressed	-2.1%	+2.3%	-4.3%	+10.0%	➖ noise
2	duckdb:duckdb	-1.0%	+2.3%	-3.2%	+21.2%	➖ noise
2	duckdb:vortex-file-compressed	-0.2%	+2.3%	-2.4%	+10.5%	➖ noise
3	datafusion:vortex-file-compressed	+3.8%	-1.1%	+4.9%	+142.9%	➖ noise
3	duckdb:duckdb	+0.6%	-1.1%	+1.7%	+44.9%	➖ noise
3	duckdb:vortex-file-compressed	-3.4%	-1.1%	-2.4%	+26.6%	➖ noise
4	datafusion:vortex-file-compressed	-1.3%	-1.4%	+0.1%	+10.0%	➖ noise
4	duckdb:duckdb	-1.3%	-1.4%	+0.1%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+1.0%	-1.4%	+2.4%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-1.3%	+1.0%	-2.3%	+10.0%	➖ noise
5	duckdb:duckdb	-2.2%	+1.0%	-3.2%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-2.1%	+1.0%	-3.0%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-14.4%	+2.0%	-16.1%	+129.0%	➖ noise
6	duckdb:duckdb	-22.6%	+2.0%	-24.1%	+29.4%	✅ faster
6	duckdb:vortex-file-compressed	+1.3%	+2.0%	-0.7%	+25.2%	➖ noise
7	datafusion:vortex-file-compressed	+2.5%	+0.8%	+1.6%	+10.0%	➖ noise
7	duckdb:duckdb	+0.5%	+0.8%	-0.3%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-5.8%	+0.8%	-6.6%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+0.6%	-0.9%	+1.5%	+10.0%	➖ noise
8	duckdb:duckdb	-0.1%	-0.9%	+0.8%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+1.5%	-0.9%	+2.4%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+1.6%	+0.6%	+1.1%	+10.0%	➖ noise
9	duckdb:duckdb	+1.5%	+0.6%	+0.9%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+0.0%	+0.6%	-0.5%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-2.0%	-0.8%	-1.2%	+10.0%	➖ noise
10	duckdb:duckdb	+0.2%	-0.8%	+1.0%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-3.1%	-0.8%	-2.3%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-1.4%	-0.1%	-1.3%	+10.0%	➖ noise
11	duckdb:duckdb	+0.8%	-0.1%	+0.9%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+0.5%	-0.1%	+0.7%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-3.3%	+2.0%	-5.2%	+10.0%	➖ noise
12	duckdb:duckdb	+1.2%	+2.0%	-0.8%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-1.4%	+2.0%	-3.4%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+0.4%	+0.3%	+0.1%	+10.0%	➖ noise
13	duckdb:duckdb	-7.5%	+0.3%	-7.8%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+1.6%	+0.3%	+1.3%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-1.3%	-0.4%	-0.9%	+10.0%	➖ noise
14	duckdb:duckdb	+2.2%	-0.4%	+2.5%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+0.9%	-0.4%	+1.2%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-2.1%	+1.1%	-3.1%	+10.0%	➖ noise
15	duckdb:duckdb	+1.4%	+1.1%	+0.4%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-0.5%	+1.1%	-1.5%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+0.6%	+1.4%	-0.8%	+10.0%	➖ noise
16	duckdb:duckdb	-4.4%	+1.4%	-5.7%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-0.0%	+1.4%	-1.4%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+0.5%	-1.1%	+1.7%	+10.0%	➖ noise
17	duckdb:duckdb	-0.7%	-1.1%	+0.5%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	+3.5%	-1.1%	+4.7%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-0.5%	+0.1%	-0.5%	+10.0%	➖ noise
18	duckdb:duckdb	-4.9%	+0.1%	-5.0%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+4.1%	+0.1%	+4.0%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+3.7%	+1.2%	+2.5%	+22.4%	➖ noise
19	duckdb:duckdb	-1.3%	+1.2%	-2.5%	+13.0%	➖ noise
19	duckdb:vortex-file-compressed	-2.8%	+1.2%	-4.0%	+12.8%	➖ noise
20	datafusion:vortex-file-compressed	-0.4%	-0.2%	-0.2%	+209.7%	➖ noise
20	duckdb:duckdb	-27.9%	-0.2%	-27.7%	+23.7%	✅ faster
20	duckdb:vortex-file-compressed	-3.7%	-0.2%	-3.5%	+48.4%	➖ noise
21	datafusion:vortex-file-compressed	+0.7%	-0.4%	+1.1%	+10.0%	➖ noise
21	duckdb:duckdb	-11.1%	-0.4%	-10.8%	+10.0%	✅ faster
21	duckdb:vortex-file-compressed	+4.2%	-0.4%	+4.6%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	-0.3%	+0.1%	-0.4%	+15.6%	➖ noise
22	duckdb:duckdb	-12.5%	+0.1%	-12.6%	+11.9%	✅ faster
22	duckdb:vortex-file-compressed	-19.2%	+0.1%	-19.3%	+20.3%	✅ faster
23	datafusion:vortex-file-compressed	-9.7%	+0.3%	-10.0%	+41.5%	➖ noise
23	duckdb:duckdb	-1.1%	+0.3%	-1.4%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	-8.8%	+0.3%	-9.0%	+52.7%	➖ noise
24	datafusion:vortex-file-compressed	+4.0%	-0.9%	+4.9%	+10.8%	➖ noise
24	duckdb:duckdb	-3.1%	-0.9%	-2.3%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	-5.9%	-0.9%	-5.1%	+21.3%	➖ noise
25	datafusion:vortex-file-compressed	-3.6%	-0.4%	-3.2%	+10.0%	➖ noise
25	duckdb:duckdb	+0.2%	-0.4%	+0.5%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	-2.1%	-0.4%	-1.7%	+10.0%	➖ noise
26	datafusion:vortex-file-compressed	+2.0%	-0.1%	+2.2%	+10.0%	➖ noise
26	duckdb:duckdb	-1.0%	-0.1%	-0.8%	+11.6%	➖ noise
26	duckdb:vortex-file-compressed	-10.8%	-0.1%	-10.7%	+17.7%	➖ noise
27	datafusion:vortex-file-compressed	-0.6%	+0.4%	-1.0%	+10.0%	➖ noise
27	duckdb:duckdb	-16.5%	+0.4%	-16.9%	+13.4%	✅ faster
27	duckdb:vortex-file-compressed	-0.2%	+0.4%	-0.6%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+0.3%	-0.8%	+1.1%	+10.0%	➖ noise
28	duckdb:duckdb	-1.7%	-0.8%	-0.9%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+0.2%	-0.8%	+1.0%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	+1.5%	-1.6%	+3.1%	+10.0%	➖ noise
29	duckdb:duckdb	+1.0%	-1.6%	+2.6%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	-1.0%	-1.6%	+0.6%	+17.3%	➖ noise
30	datafusion:vortex-file-compressed	-3.4%	+1.0%	-4.4%	+10.0%	➖ noise
30	duckdb:duckdb	-2.8%	+1.0%	-3.8%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	+0.5%	+1.0%	-0.5%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+0.6%	+0.8%	-0.2%	+10.0%	➖ noise
31	duckdb:duckdb	-7.8%	+0.8%	-8.5%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	+0.2%	+0.8%	-0.6%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	+2.2%	-0.7%	+2.9%	+10.0%	➖ noise
32	duckdb:duckdb	-5.7%	-0.7%	-5.0%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	+0.8%	-0.7%	+1.6%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	-0.9%	-2.1%	+1.3%	+10.0%	➖ noise
33	duckdb:duckdb	+2.0%	-2.1%	+4.3%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	-2.0%	-2.1%	+0.1%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	+0.8%	-1.5%	+2.3%	+10.0%	➖ noise
34	duckdb:duckdb	+5.3%	-1.5%	+6.9%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	-1.2%	-1.5%	+0.3%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	-3.4%	-1.0%	-2.4%	+10.0%	➖ noise
35	duckdb:duckdb	+1.9%	-1.0%	+2.9%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	-1.9%	-1.0%	-0.9%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	+1.6%	-4.1%	+6.0%	+12.2%	➖ noise
36	duckdb:duckdb	+3.0%	-4.1%	+7.4%	+15.5%	➖ noise
36	duckdb:vortex-file-compressed	-15.7%	-4.1%	-12.1%	+14.7%	➖ noise
37	datafusion:vortex-file-compressed	-1.1%	+3.3%	-4.2%	+10.0%	➖ noise
37	duckdb:duckdb	+0.4%	+3.3%	-2.7%	+10.0%	➖ noise
37	duckdb:vortex-file-compressed	-16.0%	+3.3%	-18.7%	+10.0%	✅ faster
38	datafusion:vortex-file-compressed	+0.6%	-1.1%	+1.7%	+14.6%	➖ noise
38	duckdb:duckdb	+0.6%	-1.1%	+1.7%	+12.3%	➖ noise
38	duckdb:vortex-file-compressed	-16.7%	-1.1%	-15.8%	+13.1%	✅ faster
39	datafusion:vortex-file-compressed	+0.4%	-9.4%	+10.8%	+10.0%	🚨 regression
39	duckdb:duckdb	+2.6%	-9.4%	+13.3%	+19.0%	➖ noise
39	duckdb:vortex-file-compressed	-7.4%	-9.4%	+2.2%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	+3.9%	+2.4%	+1.5%	+10.0%	➖ noise
40	duckdb:duckdb	+1.3%	+2.4%	-1.0%	+10.0%	➖ noise
40	duckdb:vortex-file-compressed	-18.9%	+2.4%	-20.7%	+12.3%	✅ faster
41	datafusion:vortex-file-compressed	-2.7%	+1.3%	-4.0%	+12.0%	➖ noise
41	duckdb:duckdb	-4.1%	+1.3%	-5.3%	+12.1%	➖ noise
41	duckdb:vortex-file-compressed	-12.5%	+1.3%	-13.6%	+19.3%	➖ noise
42	datafusion:vortex-file-compressed	-0.0%	+0.9%	-0.9%	+10.0%	➖ noise
42	duckdb:duckdb	+0.2%	+0.9%	-0.7%	+10.0%	➖ noise
42	duckdb:vortex-file-compressed	-12.1%	+0.9%	-12.9%	+21.6%	➖ 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	`f8096d6`		1	Explore Profiling Data

Powered by Polar Signals Cloud

github-actions · 2026-04-28T14:36:11Z

File Sizes: PolarSignals Profiling