feat[array]: Patched array remove GPU transpose by joseph-isaacs · Pull Request #8127 · vortex-data/vortex

joseph-isaacs · 2026-05-27T12:37:14Z

Summary

Closes: #000

Testing

Remove the eager GPU lane transpose from the Patched array. Patches are now kept in their natural sorted layout with one chunk offset per 1024-element chunk, mirroring the Patches helper, and execute/slice/take/compare/filter reuse the existing untransposed patch machinery. The transpose count (n_lanes) is retained as metadata so the data-parallel GPU transpose can be re-added in the future without a format change. Signed-off-by: Claude <noreply@anthropic.com>

Add SparsePatchedPlugin which, when the experimental Patched encoding is enabled, deserializes a primitive Sparse array as a Patched array over a constant fill. A Sparse array is logically patches on top of a constant, so this reuses the same externalization shim already used for BitPacked and ALP. Non-primitive (bool/varbin/struct/fixed-size-list) and nullable-patch sparse arrays remain Sparse, since Patched only represents primitive inners with non-null patch values. Signed-off-by: Claude <noreply@anthropic.com>

Microbenchmark isolating loop ordering for patched bitpacked decode: unpack every 1024-block then scatter all patches, versus unpacking one block and patching it while still hot in cache. Both do identical work, so any delta is cache locality. Fused wins 20-40% once the output exceeds L2, peaking around moderate patch density. Signed-off-by: Claude <noreply@anthropic.com>

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

github-actions · 2026-05-27T15:23:41Z

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	`9a73899`		1	Explore Profiling Data

Powered by Polar Signals Cloud

github-actions · 2026-05-27T15:25:46Z

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -9.6%
Vortex (geomean): 0.806x ✅
Parquet (geomean): 0.888x ✅
Shifts: Parquet (control) -11.2% · Median polish -18.7%

datafusion / vortex-file-compressed (0.811x ✅, 21↑ 0↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 🚀	49809658	58199200	0.86
tpch_q02/datafusion:vortex-file-compressed	22908411	25429687	0.90
tpch_q03/datafusion:vortex-file-compressed 🚀	28536565	31863009	0.90
tpch_q04/datafusion:vortex-file-compressed 🚀	20212580	23990415	0.84
tpch_q05/datafusion:vortex-file-compressed 🚀	48145144	60013345	0.80
tpch_q06/datafusion:vortex-file-compressed 🚀	10575436	12709206	0.83
tpch_q07/datafusion:vortex-file-compressed 🚀	53552667	69316441	0.77
tpch_q08/datafusion:vortex-file-compressed 🚀	39596895	48825623	0.81
tpch_q09/datafusion:vortex-file-compressed 🚀	51526045	65397651	0.79
tpch_q10/datafusion:vortex-file-compressed 🚀	39121592	47141591	0.83
tpch_q11/datafusion:vortex-file-compressed 🚀	15587201	19298313	0.81
tpch_q12/datafusion:vortex-file-compressed 🚀	23960233	28760306	0.83
tpch_q13/datafusion:vortex-file-compressed 🚀	25545593	29869879	0.86
tpch_q14/datafusion:vortex-file-compressed 🚀	15589853	20082398	0.78
tpch_q15/datafusion:vortex-file-compressed 🚀	23923761	30692313	0.78
tpch_q16/datafusion:vortex-file-compressed 🚀	19319420	23176851	0.83
tpch_q17/datafusion:vortex-file-compressed 🚀	67114180	100523840	0.67
tpch_q18/datafusion:vortex-file-compressed 🚀	79534013	109383824	0.73
tpch_q19/datafusion:vortex-file-compressed 🚀	20525506	23149200	0.89
tpch_q20/datafusion:vortex-file-compressed 🚀	28991142	35952305	0.81
tpch_q21/datafusion:vortex-file-compressed 🚀	69942366	93781069	0.75
tpch_q22/datafusion:vortex-file-compressed 🚀	12183538	14565834	0.84

datafusion / vortex-compact (0.819x ✅, 22↑ 0↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact 🚀	58450480	68265166	0.86
tpch_q02/datafusion:vortex-compact 🚀	26033859	29329079	0.89
tpch_q03/datafusion:vortex-compact 🚀	28755273	33904562	0.85
tpch_q04/datafusion:vortex-compact 🚀	22124127	27331469	0.81
tpch_q05/datafusion:vortex-compact 🚀	49840941	61659680	0.81
tpch_q06/datafusion:vortex-compact 🚀	12117083	14898639	0.81
tpch_q07/datafusion:vortex-compact 🚀	59896796	73493198	0.81
tpch_q08/datafusion:vortex-compact 🚀	42821782	54241345	0.79
tpch_q09/datafusion:vortex-compact 🚀	55872155	69171087	0.81
tpch_q10/datafusion:vortex-compact 🚀	45824569	55368973	0.83
tpch_q11/datafusion:vortex-compact 🚀	16773046	20455274	0.82
tpch_q12/datafusion:vortex-compact 🚀	31185521	38112618	0.82
tpch_q13/datafusion:vortex-compact 🚀	31489613	38029165	0.83
tpch_q14/datafusion:vortex-compact 🚀	19598978	23351577	0.84
tpch_q15/datafusion:vortex-compact 🚀	30333620	38720780	0.78
tpch_q16/datafusion:vortex-compact 🚀	24118646	29882914	0.81
tpch_q17/datafusion:vortex-compact 🚀	70150271	89148602	0.79
tpch_q18/datafusion:vortex-compact 🚀	84844552	110266540	0.77
tpch_q19/datafusion:vortex-compact 🚀	31006611	35490136	0.87
tpch_q20/datafusion:vortex-compact 🚀	34554302	40982693	0.84
tpch_q21/datafusion:vortex-compact 🚀	75581060	97274380	0.78
tpch_q22/datafusion:vortex-compact 🚀	12356325	14971336	0.83

datafusion / parquet (0.885x ✅, 15↑ 1↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚨	129888238	100358892	1.29
tpch_q02/datafusion:parquet 🚀	61829118	71308714	0.87
tpch_q03/datafusion:parquet	72850170	75503103	0.96
tpch_q04/datafusion:parquet 🚀	43355622	49177163	0.88
tpch_q05/datafusion:parquet 🚀	93020748	108411837	0.86
tpch_q06/datafusion:parquet	42667676	39935263	1.07
tpch_q07/datafusion:parquet 🚀	103468534	122609517	0.84
tpch_q08/datafusion:parquet	93708695	100224595	0.93
tpch_q09/datafusion:parquet 🚀	128611503	146379430	0.88
tpch_q10/datafusion:parquet 🚀	110568143	123316374	0.90
tpch_q11/datafusion:parquet 🚀	41084724	46778557	0.88
tpch_q12/datafusion:parquet	86430287	90523251	0.95
tpch_q13/datafusion:parquet 🚀	200453633	239040344	0.84
tpch_q14/datafusion:parquet 🚀	44977145	51243182	0.88
tpch_q15/datafusion:parquet	58433013	63079586	0.93
tpch_q16/datafusion:parquet 🚀	42302003	49350148	0.86
tpch_q17/datafusion:parquet 🚀	124265181	188823109	0.66
tpch_q18/datafusion:parquet 🚀	164593630	239528817	0.69
tpch_q19/datafusion:parquet 🚀	67900816	83471124	0.81
tpch_q20/datafusion:parquet 🚀	68725240	76400855	0.90
tpch_q21/datafusion:parquet	136197947	149392736	0.91
tpch_q22/datafusion:parquet 🚀	30614790	35775445	0.86

datafusion / arrow (0.787x ✅, 21↑ 0↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow 🚀	56011965	75702545	0.74
tpch_q02/datafusion:arrow 🚀	19034697	22108914	0.86
tpch_q03/datafusion:arrow 🚀	30720433	37719890	0.81
tpch_q04/datafusion:arrow 🚀	27146154	32667446	0.83
tpch_q05/datafusion:arrow 🚀	79798338	102239100	0.78
tpch_q06/datafusion:arrow 🚀	19346288	27573494	0.70
tpch_q07/datafusion:arrow 🚀	102358889	154672164	0.66
tpch_q08/datafusion:arrow 🚀	42978854	63529235	0.68
tpch_q09/datafusion:arrow 🚀	64571741	86452847	0.75
tpch_q10/datafusion:arrow 🚀	45366011	57267549	0.79
tpch_q11/datafusion:arrow 🚀	9166684	10372854	0.88
tpch_q12/datafusion:arrow 🚀	51298180	64055819	0.80
tpch_q13/datafusion:arrow	48062205	53236129	0.90
tpch_q14/datafusion:arrow 🚀	21615202	27479696	0.79
tpch_q15/datafusion:arrow 🚀	41717778	53232067	0.78
tpch_q16/datafusion:arrow 🚀	19027381	21981802	0.87
tpch_q17/datafusion:arrow 🚀	67169777	89761064	0.75
tpch_q18/datafusion:arrow 🚀	133399836	181459485	0.74
tpch_q19/datafusion:arrow 🚀	33871361	44938031	0.75
tpch_q20/datafusion:arrow 🚀	33540088	43756070	0.77
tpch_q21/datafusion:arrow 🚀	155810083	179073237	0.87
tpch_q22/datafusion:arrow 🚀	17733920	20073290	0.88

duckdb / vortex-file-compressed (0.784x ✅, 22↑ 0↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed 🚀	31027967	35097124	0.88
tpch_q02/duckdb:vortex-file-compressed 🚀	25412130	28685107	0.89
tpch_q03/duckdb:vortex-file-compressed 🚀	32578148	38268760	0.85
tpch_q04/duckdb:vortex-file-compressed 🚀	28772445	32836887	0.88
tpch_q05/duckdb:vortex-file-compressed 🚀	37140449	54227140	0.68
tpch_q06/duckdb:vortex-file-compressed 🚀	8608396	9800792	0.88
tpch_q07/duckdb:vortex-file-compressed 🚀	34107803	45130774	0.76
tpch_q08/duckdb:vortex-file-compressed 🚀	37509832	46993573	0.80
tpch_q09/duckdb:vortex-file-compressed 🚀	56771307	81390259	0.70
tpch_q10/duckdb:vortex-file-compressed 🚀	41084926	50821888	0.81
tpch_q11/duckdb:vortex-file-compressed 🚀	15133083	17211272	0.88
tpch_q12/duckdb:vortex-file-compressed 🚀	22378954	27970695	0.80
tpch_q13/duckdb:vortex-file-compressed 🚀	41153860	52861636	0.78
tpch_q14/duckdb:vortex-file-compressed 🚀	22204963	28769420	0.77
tpch_q15/duckdb:vortex-file-compressed 🚀	17184728	23595709	0.73
tpch_q16/duckdb:vortex-file-compressed 🚀	28423690	36979274	0.77
tpch_q17/duckdb:vortex-file-compressed 🚀	24235290	33923054	0.71
tpch_q18/duckdb:vortex-file-compressed 🚀	53322339	70993771	0.75
tpch_q19/duckdb:vortex-file-compressed 🚀	28538511	42074136	0.68
tpch_q20/duckdb:vortex-file-compressed 🚀	32900118	47312966	0.70
tpch_q21/duckdb:vortex-file-compressed 🚀	99844768	126175279	0.79
tpch_q22/duckdb:vortex-file-compressed 🚀	16729829	20286458	0.82

duckdb / vortex-compact (0.812x ✅, 21↑ 0↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact 🚀	38657091	43055428	0.90
tpch_q02/duckdb:vortex-compact 🚀	32412519	39656644	0.82
tpch_q03/duckdb:vortex-compact 🚀	34500070	39500574	0.87
tpch_q04/duckdb:vortex-compact 🚀	31649998	35396522	0.89
tpch_q05/duckdb:vortex-compact 🚀	40364635	47496994	0.85
tpch_q06/duckdb:vortex-compact	11438239	12045225	0.95
tpch_q07/duckdb:vortex-compact 🚀	40575904	49636566	0.82
tpch_q08/duckdb:vortex-compact 🚀	41701893	49327512	0.85
tpch_q09/duckdb:vortex-compact 🚀	64870498	84546272	0.77
tpch_q10/duckdb:vortex-compact 🚀	45916393	54565550	0.84
tpch_q11/duckdb:vortex-compact 🚀	18252632	23263845	0.78
tpch_q12/duckdb:vortex-compact 🚀	30225766	38610239	0.78
tpch_q13/duckdb:vortex-compact 🚀	46490643	60707317	0.77
tpch_q14/duckdb:vortex-compact 🚀	25516100	34898159	0.73
tpch_q15/duckdb:vortex-compact 🚀	19721423	27120225	0.73
tpch_q16/duckdb:vortex-compact 🚀	32206864	41935586	0.77
tpch_q17/duckdb:vortex-compact 🚀	29154638	38315369	0.76
tpch_q18/duckdb:vortex-compact 🚀	53355965	62017407	0.86
tpch_q19/duckdb:vortex-compact 🚀	32800919	40610908	0.81
tpch_q20/duckdb:vortex-compact 🚀	39859721	48740115	0.82
tpch_q21/duckdb:vortex-compact 🚀	102545554	136218500	0.75
tpch_q22/duckdb:vortex-compact 🚀	18590633	23290556	0.80

duckdb / parquet (0.890x ✅, 13↑ 1↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	77379017	83342628	0.93
tpch_q02/duckdb:parquet 🚀	39729148	46858638	0.85
tpch_q03/duckdb:parquet 🚀	70313626	85877163	0.82
tpch_q04/duckdb:parquet	55710938	59182131	0.94
tpch_q05/duckdb:parquet 🚀	67647911	79628806	0.85
tpch_q06/duckdb:parquet 🚀	22225509	25094398	0.89
tpch_q07/duckdb:parquet 🚀	76186949	91606195	0.83
tpch_q08/duckdb:parquet	95564815	103492014	0.92
tpch_q09/duckdb:parquet 🚀	133847728	162640606	0.82
tpch_q10/duckdb:parquet 🚀	130425538	151080724	0.86
tpch_q11/duckdb:parquet	22234287	24538095	0.91
tpch_q12/duckdb:parquet 🚨	58227225	50678554	1.15
tpch_q13/duckdb:parquet 🚀	250653381	296461928	0.85
tpch_q14/duckdb:parquet 🚀	50597966	56370274	0.90
tpch_q15/duckdb:parquet 🚀	26222824	32020998	0.82
tpch_q16/duckdb:parquet 🚀	57398900	66338299	0.87
tpch_q17/duckdb:parquet	60926650	61301585	0.99
tpch_q18/duckdb:parquet	117821254	127878431	0.92
tpch_q19/duckdb:parquet 🚀	68646915	79207552	0.87
tpch_q20/duckdb:parquet	65574150	69454053	0.94
tpch_q21/duckdb:parquet 🚀	170740652	211581994	0.81
tpch_q22/duckdb:parquet	53744025	58237937	0.92

duckdb / duckdb (0.803x ✅, 22↑ 0↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb 🚀	17804745	20894362	0.85
tpch_q02/duckdb:duckdb 🚀	14291358	18786944	0.76
tpch_q03/duckdb:duckdb 🚀	22022412	28127191	0.78
tpch_q04/duckdb:duckdb 🚀	21838919	27838033	0.78
tpch_q05/duckdb:duckdb 🚀	23661142	30530669	0.77
tpch_q06/duckdb:duckdb 🚀	7120091	8443666	0.84
tpch_q07/duckdb:duckdb 🚀	25431610	32045614	0.79
tpch_q08/duckdb:duckdb 🚀	24958582	30690186	0.81
tpch_q09/duckdb:duckdb 🚀	55862568	81369895	0.69
tpch_q10/duckdb:duckdb 🚀	49675177	65599010	0.76
tpch_q11/duckdb:duckdb 🚀	7136377	8497901	0.84
tpch_q12/duckdb:duckdb 🚀	17801356	20983136	0.85
tpch_q13/duckdb:duckdb 🚀	39304972	48525044	0.81
tpch_q14/duckdb:duckdb 🚀	21266657	24617157	0.86
tpch_q15/duckdb:duckdb 🚀	13510343	15598319	0.87
tpch_q16/duckdb:duckdb 🚀	25922911	30873246	0.84
tpch_q17/duckdb:duckdb 🚀	16583111	19567025	0.85
tpch_q18/duckdb:duckdb 🚀	41108782	51563161	0.80
tpch_q19/duckdb:duckdb 🚀	30678970	43049781	0.71
tpch_q20/duckdb:duckdb 🚀	25563564	30274928	0.84
tpch_q21/duckdb:duckdb 🚀	61487387	84959860	0.72
tpch_q22/duckdb:duckdb 🚀	25233368	29731673	0.85

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-26.0%	+9.6%	-32.5%	+21.6%	✅ faster
1	datafusion:vortex-compact	-14.4%	+9.6%	-21.9%	+21.6%	✅ faster
1	datafusion:vortex-file-compressed	-14.4%	+9.6%	-21.9%	+21.6%	✅ faster
1	duckdb:duckdb	-14.8%	+9.6%	-22.3%	+21.6%	✅ faster
1	duckdb:vortex-compact	-10.2%	+9.6%	-18.1%	+21.6%	✅ faster
1	duckdb:vortex-file-compressed	-11.6%	+9.6%	-19.4%	+21.6%	✅ faster
2	datafusion:arrow	-13.9%	-14.3%	+0.4%	+21.6%	➖ noise
2	datafusion:vortex-compact	-11.2%	-14.3%	+3.5%	+21.6%	➖ noise
2	datafusion:vortex-file-compressed	-9.9%	-14.3%	+5.1%	+21.6%	➖ noise
2	duckdb:duckdb	-23.9%	-14.3%	-11.3%	+21.6%	➖ noise
2	duckdb:vortex-compact	-18.3%	-14.3%	-4.7%	+21.6%	➖ noise
2	duckdb:vortex-file-compressed	-11.4%	-14.3%	+3.3%	+21.6%	➖ noise
3	datafusion:arrow	-18.6%	-11.1%	-8.4%	+21.6%	➖ noise
3	datafusion:vortex-compact	-15.2%	-11.1%	-4.6%	+21.6%	➖ noise
3	datafusion:vortex-file-compressed	-10.4%	-11.1%	+0.8%	+21.6%	➖ noise
3	duckdb:duckdb	-21.7%	-11.1%	-11.9%	+21.6%	➖ noise
3	duckdb:vortex-compact	-12.7%	-11.1%	-1.7%	+21.6%	➖ noise
3	duckdb:vortex-file-compressed	-14.9%	-11.1%	-4.2%	+21.6%	➖ noise
4	datafusion:arrow	-16.9%	-8.9%	-8.8%	+21.6%	➖ noise
4	datafusion:vortex-compact	-19.1%	-8.9%	-11.1%	+21.6%	➖ noise
4	datafusion:vortex-file-compressed	-15.7%	-8.9%	-7.5%	+21.6%	➖ noise
4	duckdb:duckdb	-21.6%	-8.9%	-13.9%	+21.6%	➖ noise
4	duckdb:vortex-compact	-10.6%	-8.9%	-1.8%	+21.6%	➖ noise
4	duckdb:vortex-file-compressed	-12.4%	-8.9%	-3.8%	+21.6%	➖ noise
5	datafusion:arrow	-21.9%	-14.6%	-8.6%	+21.6%	➖ noise
5	datafusion:vortex-compact	-19.2%	-14.6%	-5.3%	+21.6%	➖ noise
5	datafusion:vortex-file-compressed	-19.8%	-14.6%	-6.0%	+21.6%	➖ noise
5	duckdb:duckdb	-22.5%	-14.6%	-9.2%	+21.6%	➖ noise
5	duckdb:vortex-compact	-15.0%	-14.6%	-0.5%	+21.6%	➖ noise
5	duckdb:vortex-file-compressed	-31.5%	-14.6%	-19.8%	+21.6%	✅ faster
6	datafusion:arrow	-29.8%	-2.7%	-27.9%	+21.6%	✅ faster
6	datafusion:vortex-compact	-18.7%	-2.7%	-16.4%	+21.6%	➖ noise
6	datafusion:vortex-file-compressed	-16.8%	-2.7%	-14.5%	+21.6%	➖ noise
6	duckdb:duckdb	-15.7%	-2.7%	-13.3%	+21.6%	➖ noise
6	duckdb:vortex-compact	-5.0%	-2.7%	-2.4%	+21.6%	➖ noise
6	duckdb:vortex-file-compressed	-12.2%	-2.7%	-9.7%	+21.6%	➖ noise
7	datafusion:arrow	-33.8%	-16.2%	-21.0%	+21.6%	✅ faster
7	datafusion:vortex-compact	-18.5%	-16.2%	-2.7%	+21.6%	➖ noise
7	datafusion:vortex-file-compressed	-22.7%	-16.2%	-7.8%	+21.6%	➖ noise
7	duckdb:duckdb	-20.6%	-16.2%	-5.3%	+21.6%	➖ noise
7	duckdb:vortex-compact	-18.3%	-16.2%	-2.4%	+21.6%	➖ noise
7	duckdb:vortex-file-compressed	-24.4%	-16.2%	-9.8%	+21.6%	➖ noise
8	datafusion:arrow	-32.3%	-7.1%	-27.2%	+21.6%	✅ faster
8	datafusion:vortex-compact	-21.1%	-7.1%	-15.0%	+21.6%	➖ noise
8	datafusion:vortex-file-compressed	-18.9%	-7.1%	-12.7%	+21.6%	➖ noise
8	duckdb:duckdb	-18.7%	-7.1%	-12.5%	+21.6%	➖ noise
8	duckdb:vortex-compact	-15.5%	-7.1%	-9.0%	+21.6%	➖ noise
8	duckdb:vortex-file-compressed	-20.2%	-7.1%	-14.1%	+21.6%	➖ noise
9	datafusion:arrow	-25.3%	-15.0%	-12.2%	+21.6%	➖ noise
9	datafusion:vortex-compact	-19.2%	-15.0%	-5.0%	+21.6%	➖ noise
9	datafusion:vortex-file-compressed	-21.2%	-15.0%	-7.3%	+21.6%	➖ noise
9	duckdb:duckdb	-31.3%	-15.0%	-19.3%	+21.6%	✅ faster
9	duckdb:vortex-compact	-23.3%	-15.0%	-9.8%	+21.6%	➖ noise
9	duckdb:vortex-file-compressed	-30.2%	-15.0%	-18.0%	+21.6%	✅ faster
10	datafusion:arrow	-20.8%	-12.0%	-10.0%	+21.6%	➖ noise
10	datafusion:vortex-compact	-17.2%	-12.0%	-5.9%	+21.6%	➖ noise
10	datafusion:vortex-file-compressed	-17.0%	-12.0%	-5.7%	+21.6%	➖ noise
10	duckdb:duckdb	-24.3%	-12.0%	-13.9%	+21.6%	➖ noise
10	duckdb:vortex-compact	-15.9%	-12.0%	-4.4%	+21.6%	➖ noise
10	duckdb:vortex-file-compressed	-19.2%	-12.0%	-8.1%	+21.6%	➖ noise
11	datafusion:arrow	-11.6%	-10.8%	-0.9%	+21.6%	➖ noise
11	datafusion:vortex-compact	-18.0%	-10.8%	-8.1%	+21.6%	➖ noise
11	datafusion:vortex-file-compressed	-19.2%	-10.8%	-9.5%	+21.6%	➖ noise
11	duckdb:duckdb	-16.0%	-10.8%	-5.9%	+21.6%	➖ noise
11	duckdb:vortex-compact	-21.5%	-10.8%	-12.0%	+21.6%	➖ noise
11	duckdb:vortex-file-compressed	-12.1%	-10.8%	-1.4%	+21.6%	➖ noise
12	datafusion:arrow	-19.9%	+4.7%	-23.5%	+21.6%	✅ faster
12	datafusion:vortex-compact	-18.2%	+4.7%	-21.9%	+21.6%	✅ faster
12	datafusion:vortex-file-compressed	-16.7%	+4.7%	-20.5%	+21.6%	✅ faster
12	duckdb:duckdb	-15.2%	+4.7%	-19.0%	+21.6%	✅ faster
12	duckdb:vortex-compact	-21.7%	+4.7%	-25.3%	+21.6%	✅ faster
12	duckdb:vortex-file-compressed	-20.0%	+4.7%	-23.6%	+21.6%	✅ faster
13	datafusion:arrow	-9.7%	-15.8%	+7.2%	+21.6%	➖ noise
13	datafusion:vortex-compact	-17.2%	-15.8%	-1.7%	+21.6%	➖ noise
13	datafusion:vortex-file-compressed	-14.5%	-15.8%	+1.6%	+21.6%	➖ noise
13	duckdb:duckdb	-19.0%	-15.8%	-3.8%	+21.6%	➖ noise
13	duckdb:vortex-compact	-23.4%	-15.8%	-9.1%	+21.6%	➖ noise
13	duckdb:vortex-file-compressed	-22.1%	-15.8%	-7.5%	+21.6%	➖ noise
14	datafusion:arrow	-21.3%	-11.2%	-11.4%	+21.6%	➖ noise
14	datafusion:vortex-compact	-16.1%	-11.2%	-5.4%	+21.6%	➖ noise
14	datafusion:vortex-file-compressed	-22.4%	-11.2%	-12.5%	+21.6%	➖ noise
14	duckdb:duckdb	-13.6%	-11.2%	-2.7%	+21.6%	➖ noise
14	duckdb:vortex-compact	-26.9%	-11.2%	-17.6%	+21.6%	➖ noise
14	duckdb:vortex-file-compressed	-22.8%	-11.2%	-13.0%	+21.6%	➖ noise
15	datafusion:arrow	-21.6%	-12.9%	-10.0%	+21.6%	➖ noise
15	datafusion:vortex-compact	-21.7%	-12.9%	-10.1%	+21.6%	➖ noise
15	datafusion:vortex-file-compressed	-22.1%	-12.9%	-10.5%	+21.6%	➖ noise
15	duckdb:duckdb	-13.4%	-12.9%	-0.6%	+21.6%	➖ noise
15	duckdb:vortex-compact	-27.3%	-12.9%	-16.5%	+21.6%	➖ noise
15	duckdb:vortex-file-compressed	-27.2%	-12.9%	-16.4%	+21.6%	➖ noise
16	datafusion:arrow	-13.4%	-13.9%	+0.5%	+21.6%	➖ noise
16	datafusion:vortex-compact	-19.3%	-13.9%	-6.3%	+21.6%	➖ noise
16	datafusion:vortex-file-compressed	-16.6%	-13.9%	-3.2%	+21.6%	➖ noise
16	duckdb:duckdb	-16.0%	-13.9%	-2.5%	+21.6%	➖ noise
16	duckdb:vortex-compact	-23.2%	-13.9%	-10.8%	+21.6%	➖ noise
16	duckdb:vortex-file-compressed	-23.1%	-13.9%	-10.7%	+21.6%	➖ noise
17	datafusion:arrow	-25.2%	-19.1%	-7.5%	+21.6%	➖ noise
17	datafusion:vortex-compact	-21.3%	-19.1%	-2.7%	+21.6%	➖ noise
17	datafusion:vortex-file-compressed	-33.2%	-19.1%	-17.4%	+21.6%	➖ noise
17	duckdb:duckdb	-15.2%	-19.1%	+4.8%	+21.6%	➖ noise
17	duckdb:vortex-compact	-23.9%	-19.1%	-5.9%	+21.6%	➖ noise
17	duckdb:vortex-file-compressed	-28.6%	-19.1%	-11.7%	+21.6%	➖ noise
18	datafusion:arrow	-26.5%	-20.4%	-7.6%	+21.6%	➖ noise
18	datafusion:vortex-compact	-23.1%	-20.4%	-3.3%	+21.6%	➖ noise
18	datafusion:vortex-file-compressed	-27.3%	-20.4%	-8.6%	+21.6%	➖ noise
18	duckdb:duckdb	-20.3%	-20.4%	+0.2%	+21.6%	➖ noise
18	duckdb:vortex-compact	-14.0%	-20.4%	+8.1%	+21.6%	➖ noise
18	duckdb:vortex-file-compressed	-24.9%	-20.4%	-5.6%	+21.6%	➖ noise
19	datafusion:arrow	-24.6%	-16.0%	-10.2%	+21.6%	➖ noise
19	datafusion:vortex-compact	-12.6%	-16.0%	+4.1%	+21.6%	➖ noise
19	datafusion:vortex-file-compressed	-11.3%	-16.0%	+5.6%	+21.6%	➖ noise
19	duckdb:duckdb	-28.7%	-16.0%	-15.1%	+21.6%	➖ noise
19	duckdb:vortex-compact	-19.2%	-16.0%	-3.8%	+21.6%	➖ noise
19	duckdb:vortex-file-compressed	-32.2%	-16.0%	-19.2%	+21.6%	✅ faster
20	datafusion:arrow	-23.3%	-7.8%	-16.8%	+21.6%	➖ noise
20	datafusion:vortex-compact	-15.7%	-7.8%	-8.5%	+21.6%	➖ noise
20	datafusion:vortex-file-compressed	-19.4%	-7.8%	-12.5%	+21.6%	➖ noise
20	duckdb:duckdb	-15.6%	-7.8%	-8.4%	+21.6%	➖ noise
20	duckdb:vortex-compact	-18.2%	-7.8%	-11.3%	+21.6%	➖ noise
20	duckdb:vortex-file-compressed	-30.5%	-7.8%	-24.5%	+21.6%	✅ faster
21	datafusion:arrow	-13.0%	-14.2%	+1.4%	+21.6%	➖ noise
21	datafusion:vortex-compact	-22.3%	-14.2%	-9.4%	+21.6%	➖ noise
21	datafusion:vortex-file-compressed	-25.4%	-14.2%	-13.0%	+21.6%	➖ noise
21	duckdb:duckdb	-27.6%	-14.2%	-15.6%	+21.6%	➖ noise
21	duckdb:vortex-compact	-24.7%	-14.2%	-12.2%	+21.6%	➖ noise
21	duckdb:vortex-file-compressed	-20.9%	-14.2%	-7.7%	+21.6%	➖ noise
22	datafusion:arrow	-11.7%	-11.1%	-0.6%	+21.6%	➖ noise
22	datafusion:vortex-compact	-17.5%	-11.1%	-7.1%	+21.6%	➖ noise
22	datafusion:vortex-file-compressed	-16.4%	-11.1%	-5.9%	+21.6%	➖ noise
22	duckdb:duckdb	-15.1%	-11.1%	-4.5%	+21.6%	➖ noise
22	duckdb:vortex-compact	-20.2%	-11.1%	-10.2%	+21.6%	➖ noise
22	duckdb:vortex-file-compressed	-17.5%	-11.1%	-7.2%	+21.6%	➖ noise

github-actions · 2026-05-27T15:25:49Z

File Sizes: TPC-H SF=1 on NVME

File Size Changes (3 files changed, -0.0% overall, 0↑ 3↓)

File	Scale	Format	Base	HEAD	Change	%
orders_0.vortex	1.0	vortex-file-compressed	43.43 MB	43.42 MB	13.55 KB	-0.0%
lineitem_1.vortex	1.0	vortex-file-compressed	84.90 MB	84.82 MB	83.95 KB	-0.1%
lineitem_0.vortex	1.0	vortex-file-compressed	85.42 MB	85.34 MB	85.26 KB	-0.1%

Totals:

vortex-compact: 194.82 MB → 194.82 MB (0.0%)
vortex-file-compressed: 266.61 MB → 266.43 MB (-0.1%)

github-actions · 2026-05-27T15:25:58Z

Benchmarks: FineWeb NVMe

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -2.3%
Vortex (geomean): 1.067x ➖
Parquet (geomean): 1.092x ➖
Shifts: Parquet (control) +9.2% · Median polish +7.3%

datafusion / vortex-file-compressed (1.056x ➖, 0↑ 3↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚨	6010632	5117935	1.17
fineweb_q01/datafusion:vortex-file-compressed	20826968	20766479	1.00
fineweb_q02/datafusion:vortex-file-compressed	21570142	21364550	1.01
fineweb_q03/datafusion:vortex-file-compressed	80296919	80878093	0.99
fineweb_q04/datafusion:vortex-file-compressed	230223070	228101229	1.01
fineweb_q05/datafusion:vortex-file-compressed	222824136	219949871	1.01
fineweb_q06/datafusion:vortex-file-compressed	54593156	52244519	1.04
fineweb_q07/datafusion:vortex-file-compressed 🚨	63045219	55090778	1.14
fineweb_q08/datafusion:vortex-file-compressed 🚨	23886670	21125375	1.13

datafusion / vortex-compact (1.074x ➖, 0↑ 4↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	6093547	6024412	1.01
fineweb_q01/datafusion:vortex-compact	99557696	97684086	1.02
fineweb_q02/datafusion:vortex-compact 🚨	129146317	105152284	1.23
fineweb_q03/datafusion:vortex-compact 🚨	954391314	863993340	1.10
fineweb_q04/datafusion:vortex-compact	1000793058	920948633	1.09
fineweb_q05/datafusion:vortex-compact	903984702	843703627	1.07
fineweb_q06/datafusion:vortex-compact 🚨	516748227	469455462	1.10
fineweb_q07/datafusion:vortex-compact 🚨	531269196	479496663	1.11
fineweb_q08/datafusion:vortex-compact	18738237	19506773	0.96

datafusion / parquet (1.095x ➖, 0↑ 4↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet 🚨	7025023	6226686	1.13
fineweb_q01/datafusion:parquet	315468861	294257043	1.07
fineweb_q02/datafusion:parquet 🚨	333256226	297174451	1.12
fineweb_q03/datafusion:parquet 🚨	331591773	292485532	1.13
fineweb_q04/datafusion:parquet	328029821	304361653	1.08
fineweb_q05/datafusion:parquet	326336421	305105804	1.07
fineweb_q06/datafusion:parquet	312908356	298628903	1.05
fineweb_q07/datafusion:parquet	305383076	279759247	1.09
fineweb_q08/datafusion:parquet 🚨	308479787	276937457	1.11

duckdb / vortex-file-compressed (1.092x ➖, 0↑ 1↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	3794775	3461558	1.10
fineweb_q01/duckdb:vortex-file-compressed	23299045	22075065	1.06
fineweb_q02/duckdb:vortex-file-compressed	25411454	23230164	1.09
fineweb_q03/duckdb:vortex-file-compressed 🚨	167207962	119435077	1.40
fineweb_q04/duckdb:vortex-file-compressed	225882008	222577575	1.01
fineweb_q05/duckdb:vortex-file-compressed	222213120	214402859	1.04
fineweb_q06/duckdb:vortex-file-compressed	57218625	53691602	1.07
fineweb_q07/duckdb:vortex-file-compressed	57415702	54721417	1.05
fineweb_q08/duckdb:vortex-file-compressed	23366993	22076830	1.06

duckdb / vortex-compact (1.045x ➖, 1↑ 1↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	4501658	4123904	1.09
fineweb_q01/duckdb:vortex-compact	110458621	108538005	1.02
fineweb_q02/duckdb:vortex-compact	124305705	124001062	1.00
fineweb_q03/duckdb:vortex-compact 🚨	947765725	855680145	1.11
fineweb_q04/duckdb:vortex-compact	982006900	900999249	1.09
fineweb_q05/duckdb:vortex-compact	877369266	811524334	1.08
fineweb_q06/duckdb:vortex-compact	496979645	466787207	1.06
fineweb_q07/duckdb:vortex-compact	508807907	476480482	1.07
fineweb_q08/duckdb:vortex-compact 🚀	18688102	20808361	0.90

duckdb / parquet (1.089x ➖, 0↑ 2↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet 🚨	34507598	29538458	1.17
fineweb_q01/duckdb:parquet	92128617	88596285	1.04
fineweb_q02/duckdb:parquet	94698351	86482785	1.09
fineweb_q03/duckdb:parquet	345454726	320132663	1.08
fineweb_q04/duckdb:parquet	472310895	449472225	1.05
fineweb_q05/duckdb:parquet	447540792	419026960	1.07
fineweb_q06/duckdb:parquet	218679186	204349406	1.07
fineweb_q07/duckdb:parquet	233887994	217140548	1.08
fineweb_q08/duckdb:parquet 🚨	38527659	33302326	1.16

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+1.1%	+14.8%	-11.9%	+50.3%	➖ noise
0	datafusion:vortex-file-compressed	+17.4%	+14.8%	+2.3%	+53.4%	➖ noise
0	duckdb:vortex-compact	+9.2%	+14.8%	-4.9%	+48.9%	➖ noise
0	duckdb:vortex-file-compressed	+9.6%	+14.8%	-4.5%	+75.5%	➖ noise
1	datafusion:vortex-compact	+1.9%	+5.6%	-3.5%	+21.4%	➖ noise
1	datafusion:vortex-file-compressed	+0.3%	+5.6%	-5.0%	+16.4%	➖ noise
1	duckdb:vortex-compact	+1.8%	+5.6%	-3.6%	+22.3%	➖ noise
1	duckdb:vortex-file-compressed	+5.5%	+5.6%	-0.0%	+65.9%	➖ noise
2	datafusion:vortex-compact	+22.8%	+10.8%	+10.8%	+16.9%	➖ noise
2	datafusion:vortex-file-compressed	+1.0%	+10.8%	-8.9%	+10.0%	➖ noise
2	duckdb:vortex-compact	+0.2%	+10.8%	-9.5%	+16.8%	➖ noise
2	duckdb:vortex-file-compressed	+9.4%	+10.8%	-1.3%	+10.0%	➖ noise
3	datafusion:vortex-compact	+10.5%	+10.6%	-0.1%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-0.7%	+10.6%	-10.2%	+17.9%	➖ noise
3	duckdb:vortex-compact	+10.8%	+10.6%	+0.1%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+40.0%	+10.6%	+26.6%	+12.2%	🚨 regression
4	datafusion:vortex-compact	+8.7%	+6.4%	+2.1%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+0.9%	+6.4%	-5.2%	+10.0%	➖ noise
4	duckdb:vortex-compact	+9.0%	+6.4%	+2.4%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+1.5%	+6.4%	-4.6%	+10.0%	➖ noise
5	datafusion:vortex-compact	+7.1%	+6.9%	+0.2%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+1.3%	+6.9%	-5.2%	+10.0%	➖ noise
5	duckdb:vortex-compact	+8.1%	+6.9%	+1.2%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+3.6%	+6.9%	-3.0%	+10.0%	➖ noise
6	datafusion:vortex-compact	+10.1%	+5.9%	+4.0%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+4.5%	+5.9%	-1.3%	+10.0%	➖ noise
6	duckdb:vortex-compact	+6.5%	+5.9%	+0.5%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+6.6%	+5.9%	+0.6%	+12.1%	➖ noise
7	datafusion:vortex-compact	+10.8%	+8.4%	+2.2%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+14.4%	+8.4%	+5.5%	+12.8%	➖ noise
7	duckdb:vortex-compact	+6.8%	+8.4%	-1.5%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+4.9%	+8.4%	-3.2%	+25.0%	➖ noise
8	datafusion:vortex-compact	-3.9%	+13.5%	-15.4%	+34.3%	➖ noise
8	datafusion:vortex-file-compressed	+13.1%	+13.5%	-0.4%	+10.0%	➖ noise
8	duckdb:vortex-compact	-10.2%	+13.5%	-20.9%	+13.6%	✅ faster
8	duckdb:vortex-file-compressed	+5.8%	+13.5%	-6.8%	+10.0%	➖ noise

github-actions · 2026-05-27T15:26:01Z

File Sizes: FineWeb NVMe

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

File	Scale	Format	Base	HEAD	Change	%
sample.vortex	1.0	vortex-file-compressed	1.79 GB	1.79 GB	277.86 KB	-0.0%

Totals:

vortex-compact: 1.23 GB → 1.23 GB (0.0%)
vortex-file-compressed: 1.79 GB → 1.79 GB (-0.0%)

github-actions · 2026-05-27T15:26:02Z

Benchmarks: PolarSignals Profiling

Vortex (geomean): 1.152x ❌

datafusion / vortex-file-compressed (1.152x ❌, 0↑ 7↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	126555759	119797140	1.06
polarsignals_q01/datafusion:vortex-file-compressed	284086282	287962621	0.99
polarsignals_q02/datafusion:vortex-file-compressed 🚨	27044773	22106321	1.22
polarsignals_q03/datafusion:vortex-file-compressed 🚨	301138044	256730773	1.17
polarsignals_q04/datafusion:vortex-file-compressed 🚨	13931938	11231733	1.24
polarsignals_q05/datafusion:vortex-file-compressed 🚨	18642537	14678050	1.27
polarsignals_q06/datafusion:vortex-file-compressed 🚨	21161492	17385282	1.22
polarsignals_q07/datafusion:vortex-file-compressed 🚨	15308602	12998361	1.18
polarsignals_q08/datafusion:vortex-file-compressed 🚨	448272297	399125414	1.12
polarsignals_q09/datafusion:vortex-file-compressed	11965846	11011374	1.09

github-actions · 2026-05-27T15:26:05Z

File Sizes: PolarSignals Profiling

No file size changes detected.

github-actions · 2026-05-27T15:30:14Z

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.7%
Vortex (geomean): 1.122x ❌
Parquet (geomean): 1.102x ❌
Shifts: Parquet (control) +10.2% · Median polish +9.7%

datafusion / vortex-file-compressed (1.134x ❌, 0↑ 62↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed 🚨	34006752	26775391	1.27
tpcds_q02/datafusion:vortex-file-compressed 🚨	57429019	47522719	1.21
tpcds_q03/datafusion:vortex-file-compressed 🚨	19053106	15458458	1.23
tpcds_q04/datafusion:vortex-file-compressed 🚨	333377447	267423861	1.25
tpcds_q05/datafusion:vortex-file-compressed 🚨	55426572	45416548	1.22
tpcds_q06/datafusion:vortex-file-compressed 🚨	68415469	60170878	1.14
tpcds_q07/datafusion:vortex-file-compressed 🚨	60092973	42874650	1.40
tpcds_q08/datafusion:vortex-file-compressed 🚨	33007101	29673492	1.11
tpcds_q09/datafusion:vortex-file-compressed 🚨	44169380	39160097	1.13
tpcds_q10/datafusion:vortex-file-compressed 🚨	50012496	41059158	1.22
tpcds_q11/datafusion:vortex-file-compressed 🚨	155190431	135266504	1.15
tpcds_q12/datafusion:vortex-file-compressed 🚨	22393345	19321996	1.16
tpcds_q13/datafusion:vortex-file-compressed	52858540	51582455	1.02
tpcds_q14/datafusion:vortex-file-compressed 🚨	206233949	175429580	1.18
tpcds_q15/datafusion:vortex-file-compressed 🚨	36227587	29453393	1.23
tpcds_q16/datafusion:vortex-file-compressed 🚨	36822628	28753741	1.28
tpcds_q17/datafusion:vortex-file-compressed 🚨	80602080	63411072	1.27
tpcds_q18/datafusion:vortex-file-compressed 🚨	89615587	69831705	1.28
tpcds_q19/datafusion:vortex-file-compressed 🚨	28802136	22865582	1.26
tpcds_q20/datafusion:vortex-file-compressed 🚨	29539452	21994121	1.34
tpcds_q21/datafusion:vortex-file-compressed 🚨	46681410	35698178	1.31
tpcds_q22/datafusion:vortex-file-compressed 🚨	151342144	126129387	1.20
tpcds_q23/datafusion:vortex-file-compressed 🚨	175691116	154073505	1.14
tpcds_q24/datafusion:vortex-file-compressed 🚨	96043886	84907852	1.13
tpcds_q25/datafusion:vortex-file-compressed	72589689	67973010	1.07
tpcds_q26/datafusion:vortex-file-compressed 🚨	39019523	33646196	1.16
tpcds_q27/datafusion:vortex-file-compressed 🚨	126701929	110481640	1.15
tpcds_q28/datafusion:vortex-file-compressed 🚨	38955498	33651788	1.16
tpcds_q29/datafusion:vortex-file-compressed 🚨	71687953	63567867	1.13
tpcds_q30/datafusion:vortex-file-compressed 🚨	27299417	24257018	1.13
tpcds_q31/datafusion:vortex-file-compressed 🚨	88267520	77814202	1.13
tpcds_q32/datafusion:vortex-file-compressed	23339760	21468930	1.09
tpcds_q33/datafusion:vortex-file-compressed	33383968	31490012	1.06
tpcds_q34/datafusion:vortex-file-compressed	27697208	25585720	1.08
tpcds_q35/datafusion:vortex-file-compressed	50314335	48085109	1.05
tpcds_q36/datafusion:vortex-file-compressed	65210655	61281168	1.06
tpcds_q37/datafusion:vortex-file-compressed	27670960	25818658	1.07
tpcds_q38/datafusion:vortex-file-compressed 🚨	49574956	44112586	1.12
tpcds_q39/datafusion:vortex-file-compressed 🚨	128604011	108328528	1.19
tpcds_q40/datafusion:vortex-file-compressed 🚨	37538105	33664818	1.12
tpcds_q41/datafusion:vortex-file-compressed 🚨	17635775	15724173	1.12
tpcds_q42/datafusion:vortex-file-compressed 🚨	15838741	14175261	1.12
tpcds_q43/datafusion:vortex-file-compressed	20637869	18763538	1.10
tpcds_q44/datafusion:vortex-file-compressed	36975270	35444171	1.04
tpcds_q45/datafusion:vortex-file-compressed 🚨	31106484	27929509	1.11
tpcds_q46/datafusion:vortex-file-compressed 🚨	38163704	34604283	1.10
tpcds_q47/datafusion:vortex-file-compressed	143339760	137947327	1.04
tpcds_q48/datafusion:vortex-file-compressed	38439409	36669028	1.05
tpcds_q49/datafusion:vortex-file-compressed	61912631	58990924	1.05
tpcds_q50/datafusion:vortex-file-compressed	42497650	39848483	1.07
tpcds_q51/datafusion:vortex-file-compressed	93604280	88406950	1.06
tpcds_q52/datafusion:vortex-file-compressed	15197978	14834975	1.02
tpcds_q53/datafusion:vortex-file-compressed	22913570	21630727	1.06
tpcds_q54/datafusion:vortex-file-compressed	37238697	36094295	1.03
tpcds_q55/datafusion:vortex-file-compressed	14929093	14626329	1.02
tpcds_q56/datafusion:vortex-file-compressed	30582712	30924198	0.99
tpcds_q57/datafusion:vortex-file-compressed	122708174	119518966	1.03
tpcds_q58/datafusion:vortex-file-compressed 🚨	59413980	53241125	1.12
tpcds_q59/datafusion:vortex-file-compressed 🚨	65542806	57707678	1.14
tpcds_q60/datafusion:vortex-file-compressed 🚨	36387603	30152526	1.21
tpcds_q61/datafusion:vortex-file-compressed 🚨	50796498	42253912	1.20
tpcds_q62/datafusion:vortex-file-compressed 🚨	33279271	22036294	1.51
tpcds_q63/datafusion:vortex-file-compressed 🚨	25645354	22386570	1.15
tpcds_q64/datafusion:vortex-file-compressed 🚨	513468844	427915528	1.20
tpcds_q65/datafusion:vortex-file-compressed	41555432	43089726	0.96
tpcds_q66/datafusion:vortex-file-compressed	76037332	74980256	1.01
tpcds_q67/datafusion:vortex-file-compressed	158595832	148759196	1.07
tpcds_q68/datafusion:vortex-file-compressed	34542228	33626869	1.03
tpcds_q69/datafusion:vortex-file-compressed	39344627	35816382	1.10
tpcds_q70/datafusion:vortex-file-compressed	90851692	84607258	1.07
tpcds_q71/datafusion:vortex-file-compressed	24806976	23689775	1.05
tpcds_q72/datafusion:vortex-file-compressed 🚨	2781453926	2301602381	1.21
tpcds_q73/datafusion:vortex-file-compressed 🚨	30686678	25551541	1.20
tpcds_q74/datafusion:vortex-file-compressed	96454170	91913585	1.05
tpcds_q75/datafusion:vortex-file-compressed 🚨	129621720	110620697	1.17
tpcds_q76/datafusion:vortex-file-compressed	37582269	35314002	1.06
tpcds_q77/datafusion:vortex-file-compressed 🚨	51790503	44049019	1.18
tpcds_q78/datafusion:vortex-file-compressed	132510468	131966758	1.00
tpcds_q79/datafusion:vortex-file-compressed 🚨	35915387	29241728	1.23
tpcds_q80/datafusion:vortex-file-compressed 🚨	122283260	105410689	1.16
tpcds_q81/datafusion:vortex-file-compressed 🚨	30127720	24799395	1.21
tpcds_q82/datafusion:vortex-file-compressed 🚨	31674555	26692664	1.19
tpcds_q83/datafusion:vortex-file-compressed 🚨	47384053	35723963	1.33
tpcds_q84/datafusion:vortex-file-compressed 🚨	16298674	13719038	1.19
tpcds_q85/datafusion:vortex-file-compressed 🚨	117397211	97710223	1.20
tpcds_q86/datafusion:vortex-file-compressed 🚨	22316846	19882848	1.12
tpcds_q87/datafusion:vortex-file-compressed 🚨	56658744	48918943	1.16
tpcds_q88/datafusion:vortex-file-compressed 🚨	66786597	59113262	1.13
tpcds_q89/datafusion:vortex-file-compressed 🚨	32274181	26825201	1.20
tpcds_q90/datafusion:vortex-file-compressed 🚨	17931112	15214845	1.18
tpcds_q91/datafusion:vortex-file-compressed 🚨	26592217	20379684	1.30
tpcds_q92/datafusion:vortex-file-compressed 🚨	27033390	19170827	1.41
tpcds_q93/datafusion:vortex-file-compressed	36633302	38012336	0.96
tpcds_q94/datafusion:vortex-file-compressed 🚨	27143851	23646325	1.15
tpcds_q95/datafusion:vortex-file-compressed	65649684	64099284	1.02
tpcds_q96/datafusion:vortex-file-compressed	16025508	14746115	1.09
tpcds_q97/datafusion:vortex-file-compressed	34197915	32989021	1.04
tpcds_q98/datafusion:vortex-file-compressed	24598627	24760425	0.99
tpcds_q99/datafusion:vortex-file-compressed	28537928	31655490	0.90

datafusion / vortex-compact (1.131x ❌, 1↑ 56↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	28034378	26454429	1.06
tpcds_q02/datafusion:vortex-compact	55214280	57366423	0.96
tpcds_q03/datafusion:vortex-compact	20656758	20234795	1.02
tpcds_q04/datafusion:vortex-compact	311329858	315864893	0.99
tpcds_q05/datafusion:vortex-compact	56957212	52053843	1.09
tpcds_q06/datafusion:vortex-compact	70274969	64838697	1.08
tpcds_q07/datafusion:vortex-compact 🚨	66078673	54429200	1.21
tpcds_q08/datafusion:vortex-compact 🚨	42094358	36958259	1.14
tpcds_q09/datafusion:vortex-compact 🚨	61496250	53756734	1.14
tpcds_q10/datafusion:vortex-compact	52492539	50650482	1.04
tpcds_q11/datafusion:vortex-compact	170349199	156936446	1.09
tpcds_q12/datafusion:vortex-compact	27830562	25573129	1.09
tpcds_q13/datafusion:vortex-compact 🚨	161243170	131642732	1.22
tpcds_q14/datafusion:vortex-compact	220802787	204044993	1.08
tpcds_q15/datafusion:vortex-compact 🚨	34047967	30615684	1.11
tpcds_q16/datafusion:vortex-compact	34227612	31954460	1.07
tpcds_q17/datafusion:vortex-compact 🚨	84692970	75597893	1.12
tpcds_q18/datafusion:vortex-compact	86544677	80505602	1.08
tpcds_q19/datafusion:vortex-compact 🚨	32060560	29074824	1.10
tpcds_q20/datafusion:vortex-compact	28801592	28441918	1.01
tpcds_q21/datafusion:vortex-compact 🚨	49872645	39632968	1.26
tpcds_q22/datafusion:vortex-compact	134504045	144947493	0.93
tpcds_q23/datafusion:vortex-compact	182450835	173211729	1.05
tpcds_q24/datafusion:vortex-compact 🚨	112013467	100701534	1.11
tpcds_q25/datafusion:vortex-compact	89353884	82465380	1.08
tpcds_q26/datafusion:vortex-compact	49465023	46178248	1.07
tpcds_q27/datafusion:vortex-compact	138600671	132841611	1.04
tpcds_q28/datafusion:vortex-compact	104360542	99963051	1.04
tpcds_q29/datafusion:vortex-compact	81189160	76566830	1.06
tpcds_q30/datafusion:vortex-compact 🚨	33425663	27545836	1.21
tpcds_q31/datafusion:vortex-compact	105088361	101371612	1.04
tpcds_q32/datafusion:vortex-compact 🚨	28098136	25415298	1.11
tpcds_q33/datafusion:vortex-compact 🚨	43890663	39360853	1.12
tpcds_q34/datafusion:vortex-compact 🚨	43557555	34409029	1.27
tpcds_q35/datafusion:vortex-compact 🚨	63870264	55759655	1.15
tpcds_q36/datafusion:vortex-compact 🚨	93409696	79038214	1.18
tpcds_q37/datafusion:vortex-compact 🚨	42369100	34932099	1.21
tpcds_q38/datafusion:vortex-compact 🚨	65435952	54764104	1.19
tpcds_q39/datafusion:vortex-compact 🚨	157819678	117462702	1.34
tpcds_q40/datafusion:vortex-compact 🚨	46450573	36676856	1.27
tpcds_q41/datafusion:vortex-compact 🚨	22827117	17510925	1.30
tpcds_q42/datafusion:vortex-compact 🚨	22912834	18588868	1.23
tpcds_q43/datafusion:vortex-compact 🚨	29573027	25719692	1.15
tpcds_q44/datafusion:vortex-compact 🚨	58810211	49429444	1.19
tpcds_q45/datafusion:vortex-compact 🚨	41953049	33323549	1.26
tpcds_q46/datafusion:vortex-compact 🚨	54164017	45587847	1.19
tpcds_q47/datafusion:vortex-compact 🚨	198176160	153910586	1.29
tpcds_q48/datafusion:vortex-compact 🚨	100214808	83360749	1.20
tpcds_q49/datafusion:vortex-compact 🚨	89385459	70679495	1.26
tpcds_q50/datafusion:vortex-compact 🚨	62055618	48178661	1.29
tpcds_q51/datafusion:vortex-compact 🚨	117034185	100981189	1.16
tpcds_q52/datafusion:vortex-compact 🚨	23399422	18830243	1.24
tpcds_q53/datafusion:vortex-compact 🚨	35610967	28756754	1.24
tpcds_q54/datafusion:vortex-compact 🚨	51247036	42999107	1.19
tpcds_q55/datafusion:vortex-compact 🚨	23342522	18243007	1.28
tpcds_q56/datafusion:vortex-compact 🚨	44812654	37044641	1.21
tpcds_q57/datafusion:vortex-compact	126916671	115667309	1.10
tpcds_q58/datafusion:vortex-compact	67816237	64408374	1.05
tpcds_q59/datafusion:vortex-compact	73108426	72619430	1.01
tpcds_q60/datafusion:vortex-compact 🚨	42627356	38140970	1.12
tpcds_q61/datafusion:vortex-compact 🚨	65643029	56437425	1.16
tpcds_q62/datafusion:vortex-compact 🚨	36672108	24472120	1.50
tpcds_q63/datafusion:vortex-compact 🚨	34985810	28620130	1.22
tpcds_q64/datafusion:vortex-compact 🚨	576457068	489140595	1.18
tpcds_q65/datafusion:vortex-compact 🚨	64865552	54569906	1.19
tpcds_q66/datafusion:vortex-compact 🚨	96090776	78261097	1.23
tpcds_q67/datafusion:vortex-compact 🚨	176893469	155559871	1.14
tpcds_q68/datafusion:vortex-compact 🚨	53501425	45653660	1.17
tpcds_q69/datafusion:vortex-compact 🚨	56513844	46912845	1.20
tpcds_q70/datafusion:vortex-compact 🚨	117798108	94365969	1.25
tpcds_q71/datafusion:vortex-compact 🚨	36134164	29804073	1.21
tpcds_q72/datafusion:vortex-compact 🚨	2681257891	2259523165	1.19
tpcds_q73/datafusion:vortex-compact 🚨	37030242	31569697	1.17
tpcds_q74/datafusion:vortex-compact 🚨	116958723	96535003	1.21
tpcds_q75/datafusion:vortex-compact 🚨	160431450	133277564	1.20
tpcds_q76/datafusion:vortex-compact 🚨	38613837	33705073	1.15
tpcds_q77/datafusion:vortex-compact	55541453	52584676	1.06
tpcds_q78/datafusion:vortex-compact	157266059	144722313	1.09
tpcds_q79/datafusion:vortex-compact	41168954	38618501	1.07
tpcds_q80/datafusion:vortex-compact	118397763	110405694	1.07
tpcds_q81/datafusion:vortex-compact 🚨	33133645	28719072	1.15
tpcds_q82/datafusion:vortex-compact	38846904	35533941	1.09
tpcds_q83/datafusion:vortex-compact	38188766	37312074	1.02
tpcds_q84/datafusion:vortex-compact 🚨	16791215	14866148	1.13
tpcds_q85/datafusion:vortex-compact	171249613	160323376	1.07
tpcds_q86/datafusion:vortex-compact 🚀	20428346	23063535	0.89
tpcds_q87/datafusion:vortex-compact	56072521	52713812	1.06
tpcds_q88/datafusion:vortex-compact	85738342	78625918	1.09
tpcds_q89/datafusion:vortex-compact	34968788	32296620	1.08
tpcds_q90/datafusion:vortex-compact	17421696	16586611	1.05
tpcds_q91/datafusion:vortex-compact	35723127	33834434	1.06
tpcds_q92/datafusion:vortex-compact	26487304	24807055	1.07
tpcds_q93/datafusion:vortex-compact 🚨	45824554	39371405	1.16
tpcds_q94/datafusion:vortex-compact	29739720	29520914	1.01
tpcds_q95/datafusion:vortex-compact	72170304	67620474	1.07
tpcds_q96/datafusion:vortex-compact	18590279	17960681	1.04
tpcds_q97/datafusion:vortex-compact	40518311	36876725	1.10
tpcds_q98/datafusion:vortex-compact 🚨	34762488	30294077	1.15
tpcds_q99/datafusion:vortex-compact	34309875	34806265	0.99

datafusion / parquet (1.125x ❌, 0↑ 63↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	34266669	31351983	1.09
tpcds_q02/datafusion:parquet	44355749	42711771	1.04
tpcds_q03/datafusion:parquet	14275781	14330677	1.00
tpcds_q04/datafusion:parquet 🚨	305619240	271220201	1.13
tpcds_q05/datafusion:parquet	45473761	42191987	1.08
tpcds_q06/datafusion:parquet	63422117	58453345	1.09
tpcds_q07/datafusion:parquet 🚨	87470736	77455986	1.13
tpcds_q08/datafusion:parquet 🚨	29493218	26555720	1.11
tpcds_q09/datafusion:parquet 🚨	53892659	44729952	1.20
tpcds_q10/datafusion:parquet 🚨	84506740	68687374	1.23
tpcds_q11/datafusion:parquet 🚨	190573242	154324967	1.23
tpcds_q12/datafusion:parquet 🚨	22209566	16628987	1.34
tpcds_q13/datafusion:parquet 🚨	91686947	77410352	1.18
tpcds_q14/datafusion:parquet 🚨	184180070	162429137	1.13
tpcds_q15/datafusion:parquet 🚨	23795680	21064414	1.13
tpcds_q16/datafusion:parquet	25357839	23997064	1.06
tpcds_q17/datafusion:parquet	72644144	68083643	1.07
tpcds_q18/datafusion:parquet	124417667	116363238	1.07
tpcds_q19/datafusion:parquet	24872550	22862344	1.09
tpcds_q20/datafusion:parquet 🚨	18620998	16136969	1.15
tpcds_q21/datafusion:parquet 🚨	20874450	18090982	1.15
tpcds_q22/datafusion:parquet	157198633	173716713	0.90
tpcds_q23/datafusion:parquet 🚨	169880234	147026567	1.16
tpcds_q24/datafusion:parquet	102463123	93544589	1.10
tpcds_q25/datafusion:parquet 🚨	71970519	64993858	1.11
tpcds_q26/datafusion:parquet 🚨	74652067	65994782	1.13
tpcds_q27/datafusion:parquet 🚨	167946203	145593170	1.15
tpcds_q28/datafusion:parquet 🚨	51737802	44419792	1.16
tpcds_q29/datafusion:parquet 🚨	76284162	67028673	1.14
tpcds_q30/datafusion:parquet	37598536	34542635	1.09
tpcds_q31/datafusion:parquet 🚨	76322152	66051648	1.16
tpcds_q32/datafusion:parquet 🚨	20630789	18568729	1.11
tpcds_q33/datafusion:parquet	29573110	27672457	1.07
tpcds_q34/datafusion:parquet 🚨	24273192	20930350	1.16
tpcds_q35/datafusion:parquet 🚨	78821541	70202925	1.12
tpcds_q36/datafusion:parquet	62161751	58417634	1.06
tpcds_q37/datafusion:parquet 🚨	20801278	18350139	1.13
tpcds_q38/datafusion:parquet	45340825	42700718	1.06
tpcds_q39/datafusion:parquet 🚨	89726968	76034464	1.18
tpcds_q40/datafusion:parquet	26352808	24281139	1.09
tpcds_q41/datafusion:parquet 🚨	15234707	13307587	1.14
tpcds_q42/datafusion:parquet	12869838	11885249	1.08
tpcds_q43/datafusion:parquet 🚨	19171194	17351935	1.10
tpcds_q44/datafusion:parquet	36570569	36678425	1.00
tpcds_q45/datafusion:parquet	30730813	29064633	1.06
tpcds_q46/datafusion:parquet	35145551	32905377	1.07
tpcds_q47/datafusion:parquet	142400811	133084667	1.07
tpcds_q48/datafusion:parquet 🚨	76956943	69481775	1.11
tpcds_q49/datafusion:parquet	61295523	58001863	1.06
tpcds_q50/datafusion:parquet	47442443	45606295	1.04
tpcds_q51/datafusion:parquet 🚨	96731692	87158609	1.11
tpcds_q52/datafusion:parquet 🚨	14530886	12550670	1.16
tpcds_q53/datafusion:parquet 🚨	20046864	17884290	1.12
tpcds_q54/datafusion:parquet	37518849	34768716	1.08
tpcds_q55/datafusion:parquet	12377441	12073764	1.03
tpcds_q56/datafusion:parquet	30231143	28845029	1.05
tpcds_q57/datafusion:parquet 🚨	108990977	97097029	1.12
tpcds_q58/datafusion:parquet 🚨	56110877	48863825	1.15
tpcds_q59/datafusion:parquet	64092940	59204532	1.08
tpcds_q60/datafusion:parquet 🚨	31431271	28466816	1.10
tpcds_q61/datafusion:parquet	47752954	44428793	1.07
tpcds_q62/datafusion:parquet	23168177	24849440	0.93
tpcds_q63/datafusion:parquet	19036110	19155023	0.99
tpcds_q64/datafusion:parquet	568993891	519171065	1.10
tpcds_q65/datafusion:parquet	42603389	40155164	1.06
tpcds_q66/datafusion:parquet 🚨	84795786	66225323	1.28
tpcds_q67/datafusion:parquet 🚨	189182357	140494893	1.35
tpcds_q68/datafusion:parquet 🚨	38311238	32191028	1.19
tpcds_q69/datafusion:parquet 🚨	79738609	67464600	1.18
tpcds_q70/datafusion:parquet 🚨	116751416	88387888	1.32
tpcds_q71/datafusion:parquet 🚨	24338894	21658230	1.12
tpcds_q72/datafusion:parquet 🚨	708321581	613000260	1.16
tpcds_q73/datafusion:parquet	21973108	21427892	1.03
tpcds_q74/datafusion:parquet 🚨	97392092	85417416	1.14
tpcds_q75/datafusion:parquet 🚨	111144264	100375461	1.11
tpcds_q76/datafusion:parquet	33301854	35016170	0.95
tpcds_q77/datafusion:parquet 🚨	43188120	38811938	1.11
tpcds_q78/datafusion:parquet 🚨	133031215	114076594	1.17
tpcds_q79/datafusion:parquet 🚨	30995662	28173475	1.10
tpcds_q80/datafusion:parquet 🚨	105734918	81756348	1.29
tpcds_q81/datafusion:parquet 🚨	39293545	31900462	1.23
tpcds_q82/datafusion:parquet 🚨	23962133	19065633	1.26
tpcds_q83/datafusion:parquet 🚨	48042901	38331224	1.25
tpcds_q84/datafusion:parquet 🚨	47632077	39482193	1.21
tpcds_q85/datafusion:parquet 🚨	176396163	152064073	1.16
tpcds_q86/datafusion:parquet 🚨	18782038	16367319	1.15
tpcds_q87/datafusion:parquet	45992960	44001244	1.05
tpcds_q88/datafusion:parquet	64319107	62026452	1.04
tpcds_q89/datafusion:parquet 🚨	27115475	22407821	1.21
tpcds_q90/datafusion:parquet 🚨	18645444	14785338	1.26
tpcds_q91/datafusion:parquet 🚨	69601134	61745702	1.13
tpcds_q92/datafusion:parquet 🚨	22811247	17744653	1.29
tpcds_q93/datafusion:parquet 🚨	41340878	32392607	1.28
tpcds_q94/datafusion:parquet 🚨	25204490	21271456	1.18
tpcds_q95/datafusion:parquet 🚨	69477892	60429925	1.15
tpcds_q96/datafusion:parquet 🚨	14712613	12676187	1.16
tpcds_q97/datafusion:parquet 🚨	36981878	31604404	1.17
tpcds_q98/datafusion:parquet 🚨	26824994	22692293	1.18
tpcds_q99/datafusion:parquet 🚨	33541119	28979081	1.16

duckdb / vortex-file-compressed (1.105x ❌, 0↑ 51↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	27375901	25420590	1.08
tpcds_q02/duckdb:vortex-file-compressed	34975411	34616265	1.01
tpcds_q03/duckdb:vortex-file-compressed 🚨	24122553	21887608	1.10
tpcds_q04/duckdb:vortex-file-compressed 🚨	103275055	93297620	1.11
tpcds_q05/duckdb:vortex-file-compressed 🚨	37487327	32996991	1.14
tpcds_q06/duckdb:vortex-file-compressed	37339141	34449971	1.08
tpcds_q07/duckdb:vortex-file-compressed	23562866	21959363	1.07
tpcds_q08/duckdb:vortex-file-compressed 🚨	31312995	27633942	1.13
tpcds_q09/duckdb:vortex-file-compressed 🚨	17624368	15480130	1.14
tpcds_q10/duckdb:vortex-file-compressed 🚨	43076805	38118654	1.13
tpcds_q11/duckdb:vortex-file-compressed	71928170	66492795	1.08
tpcds_q12/duckdb:vortex-file-compressed	17888993	16279518	1.10
tpcds_q13/duckdb:vortex-file-compressed	35126573	33738957	1.04
tpcds_q14/duckdb:vortex-file-compressed 🚨	105908880	95570532	1.11
tpcds_q15/duckdb:vortex-file-compressed	30308863	27938718	1.08
tpcds_q16/duckdb:vortex-file-compressed	29125512	26778755	1.09
tpcds_q17/duckdb:vortex-file-compressed 🚨	48838408	43967157	1.11
tpcds_q18/duckdb:vortex-file-compressed 🚨	42886101	36916508	1.16
tpcds_q19/duckdb:vortex-file-compressed	35985901	33648362	1.07
tpcds_q20/duckdb:vortex-file-compressed	19286150	18045803	1.07
tpcds_q21/duckdb:vortex-file-compressed	17831194	16384631	1.09
tpcds_q22/duckdb:vortex-file-compressed 🚨	89647038	78551099	1.14
tpcds_q23/duckdb:vortex-file-compressed	102819490	94081843	1.09
tpcds_q24/duckdb:vortex-file-compressed 🚨	53259482	47667298	1.12
tpcds_q25/duckdb:vortex-file-compressed	45187191	41689879	1.08
tpcds_q26/duckdb:vortex-file-compressed 🚨	21042394	19114724	1.10
tpcds_q27/duckdb:vortex-file-compressed	27489958	25307363	1.09
tpcds_q28/duckdb:vortex-file-compressed	13043677	12741481	1.02
tpcds_q29/duckdb:vortex-file-compressed	44038421	40431918	1.09
tpcds_q30/duckdb:vortex-file-compressed	27855486	26927076	1.03
tpcds_q31/duckdb:vortex-file-compressed 🚨	32943514	29833049	1.10
tpcds_q32/duckdb:vortex-file-compressed	15501250	14241054	1.09
tpcds_q33/duckdb:vortex-file-compressed	25585969	24363938	1.05
tpcds_q34/duckdb:vortex-file-compressed	27237438	25457230	1.07
tpcds_q35/duckdb:vortex-file-compressed	69578042	66047079	1.05
tpcds_q36/duckdb:vortex-file-compressed 🚨	26388606	23869184	1.11
tpcds_q37/duckdb:vortex-file-compressed 🚨	21845458	19816058	1.10
tpcds_q38/duckdb:vortex-file-compressed 🚨	40163367	36224836	1.11
tpcds_q39/duckdb:vortex-file-compressed	38739173	37694413	1.03
tpcds_q40/duckdb:vortex-file-compressed	22919979	21312810	1.08
tpcds_q41/duckdb:vortex-file-compressed	11290905	10500599	1.08
tpcds_q42/duckdb:vortex-file-compressed 🚨	15214408	13457888	1.13
tpcds_q43/duckdb:vortex-file-compressed	21775340	21281838	1.02
tpcds_q44/duckdb:vortex-file-compressed	23331543	21337837	1.09
tpcds_q45/duckdb:vortex-file-compressed 🚨	33917913	30515181	1.11
tpcds_q46/duckdb:vortex-file-compressed	32317337	30848542	1.05
tpcds_q47/duckdb:vortex-file-compressed 🚨	59394338	51520317	1.15
tpcds_q48/duckdb:vortex-file-compressed	32334290	31114642	1.04
tpcds_q49/duckdb:vortex-file-compressed 🚨	37191021	31052121	1.20
tpcds_q50/duckdb:vortex-file-compressed 🚨	28608776	25436862	1.12
tpcds_q51/duckdb:vortex-file-compressed 🚨	116229014	105599353	1.10
tpcds_q52/duckdb:vortex-file-compressed	14337365	13388030	1.07
tpcds_q53/duckdb:vortex-file-compressed 🚨	24762725	21860498	1.13
tpcds_q54/duckdb:vortex-file-compressed 🚨	34809104	28963086	1.20
tpcds_q55/duckdb:vortex-file-compressed 🚨	14760082	12599881	1.17
tpcds_q56/duckdb:vortex-file-compressed	27564685	26610112	1.04
tpcds_q57/duckdb:vortex-file-compressed	46356220	42725544	1.08
tpcds_q58/duckdb:vortex-file-compressed 🚨	33588151	28886928	1.16
tpcds_q59/duckdb:vortex-file-compressed	60090107	56688249	1.06
tpcds_q60/duckdb:vortex-file-compressed 🚨	28404642	25811316	1.10
tpcds_q61/duckdb:vortex-file-compressed	35288000	32782063	1.08
tpcds_q62/duckdb:vortex-file-compressed	17979794	17109622	1.05
tpcds_q63/duckdb:vortex-file-compressed 🚨	23515049	20660424	1.14
tpcds_q64/duckdb:vortex-file-compressed	105403532	97611206	1.08
tpcds_q65/duckdb:vortex-file-compressed 🚨	24561580	22318169	1.10
tpcds_q66/duckdb:vortex-file-compressed	32774276	30397273	1.08
tpcds_q67/duckdb:vortex-file-compressed	157545942	145809881	1.08
tpcds_q68/duckdb:vortex-file-compressed 🚨	32802305	29472246	1.11
tpcds_q69/duckdb:vortex-file-compressed 🚨	46945051	40910867	1.15
tpcds_q70/duckdb:vortex-file-compressed	39736157	38909368	1.02
tpcds_q71/duckdb:vortex-file-compressed	22759567	21274068	1.07
tpcds_q72/duckdb:vortex-file-compressed 🚨	191769091	170968214	1.12
tpcds_q73/duckdb:vortex-file-compressed 🚨	31093510	25731548	1.21
tpcds_q74/duckdb:vortex-file-compressed 🚨	52839240	44140138	1.20
tpcds_q75/duckdb:vortex-file-compressed 🚨	59517748	50759901	1.17
tpcds_q76/duckdb:vortex-file-compressed 🚨	25068096	20926608	1.20
tpcds_q77/duckdb:vortex-file-compressed 🚨	29527317	24096734	1.23
tpcds_q78/duckdb:vortex-file-compressed 🚨	91908134	76829773	1.20
tpcds_q79/duckdb:vortex-file-compressed 🚨	32085907	25146620	1.28
tpcds_q80/duckdb:vortex-file-compressed 🚨	57503250	50795404	1.13
tpcds_q81/duckdb:vortex-file-compressed 🚨	39249266	30784885	1.27
tpcds_q82/duckdb:vortex-file-compressed 🚨	56289430	46102663	1.22
tpcds_q83/duckdb:vortex-file-compressed 🚨	31828151	27518971	1.16
tpcds_q84/duckdb:vortex-file-compressed	18918072	17568643	1.08
tpcds_q85/duckdb:vortex-file-compressed 🚨	48015368	42127224	1.14
tpcds_q86/duckdb:vortex-file-compressed	18221269	16567196	1.10
tpcds_q87/duckdb:vortex-file-compressed	43878808	41206563	1.06
tpcds_q88/duckdb:vortex-file-compressed	58359048	54590255	1.07
tpcds_q89/duckdb:vortex-file-compressed	24261632	22748906	1.07
tpcds_q90/duckdb:vortex-file-compressed 🚨	12008701	10472847	1.15
tpcds_q91/duckdb:vortex-file-compressed 🚨	26572980	22660537	1.17
tpcds_q92/duckdb:vortex-file-compressed	21879163	21056127	1.04
tpcds_q93/duckdb:vortex-file-compressed 🚨	34686494	30671252	1.13
tpcds_q94/duckdb:vortex-file-compressed 🚨	24686639	22206907	1.11
tpcds_q95/duckdb:vortex-file-compressed	156922704	162462933	0.97
tpcds_q96/duckdb:vortex-file-compressed 🚨	13956141	12620079	1.11
tpcds_q97/duckdb:vortex-file-compressed	41837659	39565189	1.06
tpcds_q98/duckdb:vortex-file-compressed 🚨	23309391	19507746	1.19
tpcds_q99/duckdb:vortex-file-compressed 🚨	25518141	22786337	1.12

duckdb / vortex-compact (1.118x ❌, 0↑ 49↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact	29692747	28746361	1.03
tpcds_q02/duckdb:vortex-compact	38282512	35852812	1.07
tpcds_q03/duckdb:vortex-compact	52436838	48641772	1.08
tpcds_q04/duckdb:vortex-compact	112407535	110661726	1.02
tpcds_q05/duckdb:vortex-compact	43955667	42035306	1.05
tpcds_q06/duckdb:vortex-compact	43501390	40184004	1.08
tpcds_q07/duckdb:vortex-compact	37471129	34813641	1.08
tpcds_q08/duckdb:vortex-compact	45428637	41342846	1.10
tpcds_q09/duckdb:vortex-compact 🚨	21765450	19398009	1.12
tpcds_q10/duckdb:vortex-compact	57088791	53207466	1.07
tpcds_q11/duckdb:vortex-compact	81449772	75823290	1.07
tpcds_q12/duckdb:vortex-compact 🚨	24754138	21292173	1.16
tpcds_q13/duckdb:vortex-compact	56210659	51251440	1.10
tpcds_q14/duckdb:vortex-compact	123177977	116365825	1.06
tpcds_q15/duckdb:vortex-compact 🚨	34833446	30079298	1.16
tpcds_q16/duckdb:vortex-compact 🚨	34105065	27816471	1.23
tpcds_q17/duckdb:vortex-compact 🚨	68797354	55063209	1.25
tpcds_q18/duckdb:vortex-compact 🚨	61532060	52407800	1.17
tpcds_q19/duckdb:vortex-compact 🚨	53193254	44778708	1.19
tpcds_q20/duckdb:vortex-compact 🚨	26790144	21562615	1.24
tpcds_q21/duckdb:vortex-compact 🚨	23033569	18306727	1.26
tpcds_q22/duckdb:vortex-compact	88123063	82526927	1.07
tpcds_q23/duckdb:vortex-compact	118495283	109367275	1.08
tpcds_q24/duckdb:vortex-compact	62972604	59310178	1.06
tpcds_q25/duckdb:vortex-compact 🚨	61000846	54225412	1.12
tpcds_q26/duckdb:vortex-compact	33633198	32740830	1.03
tpcds_q27/duckdb:vortex-compact	38620369	37233331	1.04
tpcds_q28/duckdb:vortex-compact	37026511	33839713	1.09
tpcds_q29/duckdb:vortex-compact	58186848	54361420	1.07
tpcds_q30/duckdb:vortex-compact	33600595	31327629	1.07
tpcds_q31/duckdb:vortex-compact 🚨	40052627	35182936	1.14
tpcds_q32/duckdb:vortex-compact 🚨	24974460	21899867	1.14
tpcds_q33/duckdb:vortex-compact 🚨	35431033	31527085	1.12
tpcds_q34/duckdb:vortex-compact	33114389	30911576	1.07
tpcds_q35/duckdb:vortex-compact 🚨	84753947	76848184	1.10
tpcds_q36/duckdb:vortex-compact	37923350	36560567	1.04
tpcds_q37/duckdb:vortex-compact	27068971	24884027	1.09
tpcds_q38/duckdb:vortex-compact	46068973	43145120	1.07
tpcds_q39/duckdb:vortex-compact 🚨	43949010	38302527	1.15
tpcds_q40/duckdb:vortex-compact 🚨	29858341	25219369	1.18
tpcds_q41/duckdb:vortex-compact 🚨	14734524	12325319	1.20
tpcds_q42/duckdb:vortex-compact 🚨	24350290	19333067	1.26
tpcds_q43/duckdb:vortex-compact 🚨	34934162	31363072	1.11
tpcds_q44/duckdb:vortex-compact 🚨	38285171	29102544	1.32
tpcds_q45/duckdb:vortex-compact 🚨	50639184	36788374	1.38
tpcds_q46/duckdb:vortex-compact 🚨	49719199	44903024	1.11
tpcds_q47/duckdb:vortex-compact 🚨	76116945	63587986	1.20
tpcds_q48/duckdb:vortex-compact	52349923	49460056	1.06
tpcds_q49/duckdb:vortex-compact 🚨	56651642	44941137	1.26
tpcds_q50/duckdb:vortex-compact 🚨	46092618	38021901	1.21
tpcds_q51/duckdb:vortex-compact 🚨	133605320	114994073	1.16
tpcds_q52/duckdb:vortex-compact 🚨	24055845	19545367	1.23
tpcds_q53/duckdb:vortex-compact 🚨	39161275	32525126	1.20
tpcds_q54/duckdb:vortex-compact 🚨	44609669	39257192	1.14
tpcds_q55/duckdb:vortex-compact 🚨	23286311	19018369	1.22
tpcds_q56/duckdb:vortex-compact 🚨	38265792	33616199	1.14
tpcds_q57/duckdb:vortex-compact 🚨	52854425	45795686	1.15
tpcds_q58/duckdb:vortex-compact	39462531	38524175	1.02
tpcds_q59/duckdb:vortex-compact	72697542	67474752	1.08
tpcds_q60/duckdb:vortex-compact 🚨	42114574	34913612	1.21
tpcds_q61/duckdb:vortex-compact 🚨	61519315	55852185	1.10
tpcds_q62/duckdb:vortex-compact 🚨	26491773	21357639	1.24
tpcds_q63/duckdb:vortex-compact	34534680	31830927	1.08
tpcds_q64/duckdb:vortex-compact	132467924	129582671	1.02
tpcds_q65/duckdb:vortex-compact	32853077	30707167	1.07
tpcds_q66/duckdb:vortex-compact	38988840	36162911	1.08
tpcds_q67/duckdb:vortex-compact	160686335	151249778	1.06
tpcds_q68/duckdb:vortex-compact	46996188	46994502	1.00
tpcds_q69/duckdb:vortex-compact 🚨	61459051	55668886	1.10
tpcds_q70/duckdb:vortex-compact 🚨	67144437	59923699	1.12
tpcds_q71/duckdb:vortex-compact 🚨	36936270	31234903	1.18
tpcds_q72/duckdb:vortex-compact	205483017	187017476	1.10
tpcds_q73/duckdb:vortex-compact 🚨	35136372	28959625	1.21
tpcds_q74/duckdb:vortex-compact	54916023	50859810	1.08
tpcds_q75/duckdb:vortex-compact 🚨	71376075	63927246	1.12
tpcds_q76/duckdb:vortex-compact	32086770	30365470	1.06
tpcds_q77/duckdb:vortex-compact	38923650	36744962	1.06
tpcds_q78/duckdb:vortex-compact 🚨	98792810	88945234	1.11
tpcds_q79/duckdb:vortex-compact	43060216	39191612	1.10
tpcds_q80/duckdb:vortex-compact	76809125	70643324	1.09
tpcds_q81/duckdb:vortex-compact	38836053	35637654	1.09
tpcds_q82/duckdb:vortex-compact	54017839	49822270	1.08
tpcds_q83/duckdb:vortex-compact	39048057	36056413	1.08
tpcds_q84/duckdb:vortex-compact 🚨	24875493	22133637	1.12
tpcds_q85/duckdb:vortex-compact	58360631	53183174	1.10
tpcds_q86/duckdb:vortex-compact	23985040	23243608	1.03
tpcds_q87/duckdb:vortex-compact	49951496	47131876	1.06
tpcds_q88/duckdb:vortex-compact	80319986	77557217	1.04
tpcds_q89/duckdb:vortex-compact	35232091	32363152	1.09
tpcds_q90/duckdb:vortex-compact 🚨	13079351	11105833	1.18
tpcds_q91/duckdb:vortex-compact	44370679	42009062	1.06
tpcds_q92/duckdb:vortex-compact	45743187	43784139	1.04
tpcds_q93/duckdb:vortex-compact 🚨	37284979	32976594	1.13
tpcds_q94/duckdb:vortex-compact	28741175	26727468	1.08
tpcds_q95/duckdb:vortex-compact 🚨	173577053	152968884	1.13
tpcds_q96/duckdb:vortex-compact 🚨	18621686	16364978	1.14
tpcds_q97/duckdb:vortex-compact 🚨	49033484	42525410	1.15
tpcds_q98/duckdb:vortex-compact 🚨	32065421	27795971	1.15
tpcds_q99/duckdb:vortex-compact 🚨	30717966	26624918	1.15

duckdb / parquet (1.080x ➖, 0↑ 24↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet 🚨	36200391	29308516	1.24
tpcds_q02/duckdb:parquet	25304090	24160052	1.05
tpcds_q03/duckdb:parquet 🚨	14886568	13018207	1.14
tpcds_q04/duckdb:parquet 🚨	193571936	171072852	1.13
tpcds_q05/duckdb:parquet 🚨	37741752	33098442	1.14
tpcds_q06/duckdb:parquet 🚨	40795976	34394922	1.19
tpcds_q07/duckdb:parquet	26636705	24386244	1.09
tpcds_q08/duckdb:parquet 🚨	34081032	29403785	1.16
tpcds_q09/duckdb:parquet 🚨	49906109	45230088	1.10
tpcds_q10/duckdb:parquet 🚨	44247372	37740688	1.17
tpcds_q11/duckdb:parquet 🚨	112263321	93441572	1.20
tpcds_q12/duckdb:parquet 🚨	21021956	17355591	1.21
tpcds_q13/duckdb:parquet 🚨	39209887	35386593	1.11
tpcds_q14/duckdb:parquet	110674751	104876317	1.06
tpcds_q15/duckdb:parquet 🚨	38596580	31335049	1.23
tpcds_q16/duckdb:parquet 🚨	26982282	22747407	1.19
tpcds_q17/duckdb:parquet 🚨	46299402	40806948	1.13
tpcds_q18/duckdb:parquet	52649279	49142807	1.07
tpcds_q19/duckdb:parquet	34364439	32454508	1.06
tpcds_q20/duckdb:parquet	20242818	19026734	1.06
tpcds_q21/duckdb:parquet	12839896	11940189	1.08
tpcds_q22/duckdb:parquet	76407149	73750748	1.04
tpcds_q23/duckdb:parquet	87724893	84401116	1.04
tpcds_q24/duckdb:parquet 🚨	53817509	47893057	1.12
tpcds_q25/duckdb:parquet	38438107	36254406	1.06
tpcds_q26/duckdb:parquet	42799763	40373744	1.06
tpcds_q27/duckdb:parquet	57018516	53036144	1.08
tpcds_q28/duckdb:parquet	45353108	42352434	1.07
tpcds_q29/duckdb:parquet	39442635	38616902	1.02
tpcds_q30/duckdb:parquet	40067839	38061897	1.05
tpcds_q31/duckdb:parquet	30749687	28512246	1.08
tpcds_q32/duckdb:parquet	14203005	13312444	1.07
tpcds_q33/duckdb:parquet	25096564	24729489	1.01
tpcds_q34/duckdb:parquet	24922244	22961411	1.09
tpcds_q35/duckdb:parquet	67338913	62756806	1.07
tpcds_q36/duckdb:parquet	24650670	22766039	1.08
tpcds_q37/duckdb:parquet	15812531	14931410	1.06
tpcds_q38/duckdb:parquet	39754211	37927412	1.05
tpcds_q39/duckdb:parquet	34706690	32455989	1.07
tpcds_q40/duckdb:parquet 🚨	21994156	19697880	1.12
tpcds_q41/duckdb:parquet	9855249	9026564	1.09
tpcds_q42/duckdb:parquet	13756476	12532789	1.10
tpcds_q43/duckdb:parquet 🚨	19931443	18079038	1.10
tpcds_q44/duckdb:parquet	28406079	26425505	1.07
tpcds_q45/duckdb:parquet	32478103	29583709	1.10
tpcds_q46/duckdb:parquet 🚨	53079021	47957598	1.11
tpcds_q47/duckdb:parquet	54845831	51818351	1.06
tpcds_q48/duckdb:parquet	34543785	32931519	1.05
tpcds_q49/duckdb:parquet	30049366	29184771	1.03
tpcds_q50/duckdb:parquet	27583282	26502102	1.04
tpcds_q51/duckdb:parquet	108792059	104498875	1.04
tpcds_q52/duckdb:parquet	13848786	13088621	1.06
tpcds_q53/duckdb:parquet	20914134	19708064	1.06
tpcds_q54/duckdb:parquet	30042634	29774460	1.01
tpcds_q55/duckdb:parquet 🚨	13925451	12598461	1.11
tpcds_q56/duckdb:parquet	25749395	24552370	1.05
tpcds_q57/duckdb:parquet	41215221	37818153	1.09
tpcds_q58/duckdb:parquet	27672755	26218265	1.06
tpcds_q59/duckdb:parquet	38124779	36517494	1.04
tpcds_q60/duckdb:parquet	26550314	25454403	1.04
tpcds_q61/duckdb:parquet	36323285	34138827	1.06
tpcds_q62/duckdb:parquet	13692397	13023739	1.05
tpcds_q63/duckdb:parquet	18921780	18133573	1.04
tpcds_q64/duckdb:parquet 🚨	86172316	76330060	1.13
tpcds_q65/duckdb:parquet	24453557	23227104	1.05
tpcds_q66/duckdb:parquet	34398204	33068188	1.04
tpcds_q67/duckdb:parquet	151926239	140730775	1.08
tpcds_q68/duckdb:parquet	41281771	39276282	1.05
tpcds_q69/duckdb:parquet	41280097	38584254	1.07
tpcds_q70/duckdb:parquet	22951974	22309850	1.03
tpcds_q71/duckdb:parquet	24580636	22410113	1.10
tpcds_q72/duckdb:parquet	172819592	169969116	1.02
tpcds_q73/duckdb:parquet	21021791	20049368	1.05
tpcds_q74/duckdb:parquet	136130624	129494415	1.05
tpcds_q75/duckdb:parquet	63174833	60449734	1.05
tpcds_q76/duckdb:parquet	23487448	22681586	1.04
tpcds_q77/duckdb:parquet	27710582	25674879	1.08
tpcds_q78/duckdb:parquet	83708810	77056913	1.09
tpcds_q79/duckdb:parquet	32107955	30513756	1.05
tpcds_q80/duckdb:parquet	47354631	43152208	1.10
tpcds_q81/duckdb:parquet	38374301	35862143	1.07
tpcds_q82/duckdb:parquet	18359706	16884390	1.09
tpcds_q83/duckdb:parquet	20139140	19039728	1.06
tpcds_q84/duckdb:parquet	22289802	21046551	1.06
tpcds_q85/duckdb:parquet	46379718	42381595	1.09
tpcds_q86/duckdb:parquet	14851648	13811403	1.08
tpcds_q87/duckdb:parquet	42279896	39976858	1.06
tpcds_q88/duckdb:parquet	55825628	54190418	1.03
tpcds_q89/duckdb:parquet	22645835	21819515	1.04
tpcds_q90/duckdb:parquet 🚨	9293258	8377324	1.11
tpcds_q91/duckdb:parquet	27822367	25940170	1.07
tpcds_q92/duckdb:parquet	14563674	14429704	1.01
tpcds_q93/duckdb:parquet 🚨	36142654	32093939	1.13
tpcds_q94/duckdb:parquet	19802900	18580323	1.07
tpcds_q95/duckdb:parquet 🚨	153216824	126934141	1.21
tpcds_q96/duckdb:parquet	11169150	10738250	1.04
tpcds_q97/duckdb:parquet 🚨	43748006	38385184	1.14
tpcds_q98/duckdb:parquet	25445889	23471125	1.08
tpcds_q99/duckdb:parquet	21919065	20389408	1.08

duckdb / duckdb (1.064x ➖, 0↑ 19↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb 🚨	28555745	22899141	1.25
tpcds_q02/duckdb:duckdb 🚨	22344416	19815884	1.13
tpcds_q03/duckdb:duckdb 🚨	13061354	10490486	1.25
tpcds_q04/duckdb:duckdb 🚨	200583332	180533191	1.11
tpcds_q05/duckdb:duckdb 🚨	24848025	21823669	1.14
tpcds_q06/duckdb:duckdb 🚨	33536109	28565938	1.17
tpcds_q07/duckdb:duckdb 🚨	49020623	41980294	1.17
tpcds_q08/duckdb:duckdb	125506427	121931501	1.03
tpcds_q09/duckdb:duckdb 🚨	23139123	20996439	1.10
tpcds_q10/duckdb:duckdb	31932812	29082111	1.10
tpcds_q11/duckdb:duckdb	103571642	94539267	1.10
tpcds_q12/duckdb:duckdb	15695737	14598532	1.08
tpcds_q13/duckdb:duckdb	27942808	26305055	1.06
tpcds_q14/duckdb:duckdb	102790637	96084156	1.07
tpcds_q15/duckdb:duckdb 🚨	28334362	25674188	1.10
tpcds_q16/duckdb:duckdb	21392547	19995212	1.07
tpcds_q17/duckdb:duckdb	27780543	25440147	1.09
tpcds_q18/duckdb:duckdb	53484049	49020938	1.09
tpcds_q19/duckdb:duckdb	21652762	19926098	1.09
tpcds_q20/duckdb:duckdb	15993894	14774690	1.08
tpcds_q21/duckdb:duckdb	8382500	7841797	1.07
tpcds_q22/duckdb:duckdb 🚨	71893021	64536010	1.11
tpcds_q23/duckdb:duckdb 🚨	86670171	77723778	1.12
tpcds_q24/duckdb:duckdb	27855148	26692128	1.04
tpcds_q25/duckdb:duckdb	21164107	19275248	1.10
tpcds_q26/duckdb:duckdb 🚨	32277851	29045863	1.11
tpcds_q27/duckdb:duckdb	44795707	43377617	1.03
tpcds_q28/duckdb:duckdb	26076198	26690423	0.98
tpcds_q29/duckdb:duckdb 🚨	25456036	23066072	1.10
tpcds_q30/duckdb:duckdb	32227195	31977222	1.01
tpcds_q31/duckdb:duckdb	57890884	55223221	1.05
tpcds_q32/duckdb:duckdb	9277125	9086586	1.02
tpcds_q33/duckdb:duckdb	16644137	16424885	1.01
tpcds_q34/duckdb:duckdb	19174807	18052716	1.06
tpcds_q35/duckdb:duckdb 🚨	40619868	36652668	1.11
tpcds_q36/duckdb:duckdb	81342226	74972743	1.08
tpcds_q37/duckdb:duckdb	10137996	9362607	1.08
tpcds_q38/duckdb:duckdb	36497631	34024464	1.07
tpcds_q39/duckdb:duckdb	30339989	28413935	1.07
tpcds_q40/duckdb:duckdb	17003795	15924536	1.07
tpcds_q41/duckdb:duckdb	10680529	10224352	1.04
tpcds_q42/duckdb:duckdb	11351684	10515420	1.08
tpcds_q43/duckdb:duckdb	15359220	15386932	1.00
tpcds_q44/duckdb:duckdb 🚨	16983691	15391154	1.10
tpcds_q45/duckdb:duckdb	21530505	19617069	1.10
tpcds_q46/duckdb:duckdb	45120494	41078188	1.10
tpcds_q47/duckdb:duckdb	50940119	46448220	1.10
tpcds_q48/duckdb:duckdb	26639506	25502001	1.04
tpcds_q49/duckdb:duckdb	22210567	22340266	0.99
tpcds_q50/duckdb:duckdb	17644287	16331255	1.08
tpcds_q51/duckdb:duckdb	107696511	103638893	1.04
tpcds_q52/duckdb:duckdb	10769789	10844736	0.99
tpcds_q53/duckdb:duckdb	19381565	17846150	1.09
tpcds_q54/duckdb:duckdb	20752213	19856372	1.05
tpcds_q55/duckdb:duckdb	10733703	9812509	1.09
tpcds_q56/duckdb:duckdb	17635005	17486142	1.01
tpcds_q57/duckdb:duckdb	39198245	36723001	1.07
tpcds_q58/duckdb:duckdb	17761365	18141019	0.98
tpcds_q59/duckdb:duckdb	39302441	37472606	1.05
tpcds_q60/duckdb:duckdb	19424557	19201142	1.01
tpcds_q61/duckdb:duckdb	18116704	17456306	1.04
tpcds_q62/duckdb:duckdb	10964904	10535606	1.04
tpcds_q63/duckdb:duckdb	17547615	16454493	1.07
tpcds_q64/duckdb:duckdb	63881550	61494910	1.04
tpcds_q65/duckdb:duckdb	39931626	37288966	1.07
tpcds_q66/duckdb:duckdb	29437248	27835051	1.06
tpcds_q67/duckdb:duckdb	146771365	138652048	1.06
tpcds_q68/duckdb:duckdb	30540367	28095776	1.09
tpcds_q69/duckdb:duckdb	31083506	29027867	1.07
tpcds_q70/duckdb:duckdb	17814369	17390013	1.02
tpcds_q71/duckdb:duckdb	18380015	17485792	1.05
tpcds_q72/duckdb:duckdb	49912918	46890553	1.06
tpcds_q73/duckdb:duckdb	14808722	14232151	1.04
tpcds_q74/duckdb:duckdb	154057993	150877222	1.02
tpcds_q75/duckdb:duckdb	50280780	48625375	1.03
tpcds_q76/duckdb:duckdb 🚨	16531580	14976173	1.10
tpcds_q77/duckdb:duckdb	16449145	16475639	1.00
tpcds_q78/duckdb:duckdb	71500040	69209848	1.03
tpcds_q79/duckdb:duckdb	21779673	20724152	1.05
tpcds_q80/duckdb:duckdb	34895996	33063104	1.06
tpcds_q81/duckdb:duckdb	44974718	43198588	1.04
tpcds_q82/duckdb:duckdb	10979794	10235008	1.07
tpcds_q83/duckdb:duckdb	12207865	11961893	1.02
tpcds_q84/duckdb:duckdb 🚨	17512888	15523734	1.13
tpcds_q85/duckdb:duckdb	29536225	27229922	1.08
tpcds_q86/duckdb:duckdb	13407131	13164680	1.02
tpcds_q87/duckdb:duckdb	38561915	37174468	1.04
tpcds_q88/duckdb:duckdb	31042377	31601590	0.98
tpcds_q89/duckdb:duckdb	23293402	22576328	1.03
tpcds_q90/duckdb:duckdb	7108860	6841155	1.04
tpcds_q91/duckdb:duckdb	16710450	16354235	1.02
tpcds_q92/duckdb:duckdb	11431950	10810132	1.06
tpcds_q93/duckdb:duckdb 🚨	28207711	25057545	1.13
tpcds_q94/duckdb:duckdb	15918832	16016953	0.99
tpcds_q95/duckdb:duckdb 🚨	128090344	113446898	1.13
tpcds_q96/duckdb:duckdb	6500604	6242047	1.04
tpcds_q97/duckdb:duckdb	35408142	34369436	1.03
tpcds_q98/duckdb:duckdb	22082684	22273644	0.99
tpcds_q99/duckdb:duckdb	17962080	17977634	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+6.0%	+16.2%	-8.8%	+23.3%	➖ noise
1	datafusion:vortex-file-compressed	+27.0%	+16.2%	+9.3%	+24.1%	➖ noise
1	duckdb:duckdb	+24.7%	+16.2%	+7.3%	+25.6%	➖ noise
1	duckdb:vortex-compact	+3.3%	+16.2%	-11.1%	+22.1%	➖ noise
1	duckdb:vortex-file-compressed	+7.7%	+16.2%	-7.3%	+26.1%	➖ noise
2	datafusion:vortex-compact	-3.8%	+4.3%	-7.7%	+12.8%	➖ noise
2	datafusion:vortex-file-compressed	+20.8%	+4.3%	+15.9%	+12.3%	🚨 regression
2	duckdb:duckdb	+12.8%	+4.3%	+8.1%	+12.3%	➖ noise
2	duckdb:vortex-compact	+6.8%	+4.3%	+2.4%	+26.6%	➖ noise
2	duckdb:vortex-file-compressed	+1.0%	+4.3%	-3.1%	+14.6%	➖ noise
3	datafusion:vortex-compact	+2.1%	+6.7%	-4.4%	+28.6%	➖ noise
3	datafusion:vortex-file-compressed	+23.3%	+6.7%	+15.5%	+14.8%	🚨 regression
3	duckdb:duckdb	+24.5%	+6.7%	+16.7%	+12.3%	🚨 regression
3	duckdb:vortex-compact	+7.8%	+6.7%	+1.0%	+12.3%	➖ noise
3	duckdb:vortex-file-compressed	+10.2%	+6.7%	+3.3%	+12.3%	➖ noise
4	datafusion:vortex-compact	-1.4%	+12.9%	-12.7%	+12.3%	✅ faster
4	datafusion:vortex-file-compressed	+24.7%	+12.9%	+10.4%	+12.3%	➖ noise
4	duckdb:duckdb	+11.1%	+12.9%	-1.6%	+12.3%	➖ noise
4	duckdb:vortex-compact	+1.6%	+12.9%	-10.0%	+14.2%	➖ noise
4	duckdb:vortex-file-compressed	+10.7%	+12.9%	-2.0%	+13.1%	➖ noise
5	datafusion:vortex-compact	+9.4%	+10.9%	-1.3%	+12.3%	➖ noise
5	datafusion:vortex-file-compressed	+22.0%	+10.9%	+10.1%	+16.0%	➖ noise
5	duckdb:duckdb	+13.9%	+10.9%	+2.7%	+17.0%	➖ noise
5	duckdb:vortex-compact	+4.6%	+10.9%	-5.7%	+12.3%	➖ noise
5	duckdb:vortex-file-compressed	+13.6%	+10.9%	+2.5%	+12.3%	➖ noise
6	datafusion:vortex-compact	+8.4%	+13.4%	-4.5%	+14.7%	➖ noise
6	datafusion:vortex-file-compressed	+13.7%	+13.4%	+0.2%	+18.3%	➖ noise
6	duckdb:duckdb	+17.4%	+13.4%	+3.5%	+12.3%	➖ noise
6	duckdb:vortex-compact	+8.3%	+13.4%	-4.6%	+12.4%	➖ noise
6	duckdb:vortex-file-compressed	+8.4%	+13.4%	-4.5%	+12.3%	➖ noise
7	datafusion:vortex-compact	+21.4%	+11.1%	+9.3%	+28.0%	➖ noise
7	datafusion:vortex-file-compressed	+40.2%	+11.1%	+26.2%	+13.5%	🚨 regression
7	duckdb:duckdb	+16.8%	+11.1%	+5.1%	+12.3%	➖ noise
7	duckdb:vortex-compact	+7.6%	+11.1%	-3.1%	+33.5%	➖ noise
7	duckdb:vortex-file-compressed	+7.3%	+11.1%	-3.4%	+12.3%	➖ noise
8	datafusion:vortex-compact	+13.9%	+13.5%	+0.4%	+12.3%	➖ noise
8	datafusion:vortex-file-compressed	+11.2%	+13.5%	-2.0%	+12.3%	➖ noise
8	duckdb:duckdb	+2.9%	+13.5%	-9.3%	+12.3%	➖ noise
8	duckdb:vortex-compact	+9.9%	+13.5%	-3.2%	+12.3%	➖ noise
8	duckdb:vortex-file-compressed	+13.3%	+13.5%	-0.1%	+16.3%	➖ noise
9	datafusion:vortex-compact	+14.4%	+15.3%	-0.8%	+16.2%	➖ noise
9	datafusion:vortex-file-compressed	+12.8%	+15.3%	-2.2%	+12.3%	➖ noise
9	duckdb:duckdb	+10.2%	+15.3%	-4.4%	+12.3%	➖ noise
9	duckdb:vortex-compact	+12.2%	+15.3%	-2.7%	+13.5%	➖ noise
9	duckdb:vortex-file-compressed	+13.9%	+15.3%	-1.3%	+12.7%	➖ noise
10	datafusion:vortex-compact	+3.6%	+20.1%	-13.7%	+12.3%	✅ faster
10	datafusion:vortex-file-compressed	+21.8%	+20.1%	+1.4%	+21.0%	➖ noise
10	duckdb:duckdb	+9.8%	+20.1%	-8.6%	+12.3%	➖ noise
10	duckdb:vortex-compact	+7.3%	+20.1%	-10.7%	+12.3%	➖ noise
10	duckdb:vortex-file-compressed	+13.0%	+20.1%	-5.9%	+12.3%	➖ noise
11	datafusion:vortex-compact	+8.5%	+21.8%	-10.9%	+14.7%	➖ noise
11	datafusion:vortex-file-compressed	+14.7%	+21.8%	-5.8%	+12.3%	➖ noise
11	duckdb:duckdb	+9.6%	+21.8%	-10.1%	+12.3%	➖ noise
11	duckdb:vortex-compact	+7.4%	+21.8%	-11.8%	+12.3%	✅ faster
11	duckdb:vortex-file-compressed	+8.2%	+21.8%	-11.2%	+12.3%	✅ faster
12	datafusion:vortex-compact	+8.8%	+27.2%	-14.4%	+18.3%	➖ noise
12	datafusion:vortex-file-compressed	+15.9%	+27.2%	-8.9%	+24.3%	➖ noise
12	duckdb:duckdb	+7.5%	+27.2%	-15.5%	+12.3%	✅ faster
12	duckdb:vortex-compact	+16.3%	+27.2%	-8.6%	+12.3%	➖ noise
12	duckdb:vortex-file-compressed	+9.9%	+27.2%	-13.6%	+28.6%	➖ noise
13	datafusion:vortex-compact	+22.5%	+14.6%	+6.9%	+22.7%	➖ noise
13	datafusion:vortex-file-compressed	+2.5%	+14.6%	-10.5%	+12.3%	➖ noise
13	duckdb:duckdb	+6.2%	+14.6%	-7.3%	+12.3%	➖ noise
13	duckdb:vortex-compact	+9.7%	+14.6%	-4.3%	+13.4%	➖ noise
13	duckdb:vortex-file-compressed	+4.1%	+14.6%	-9.1%	+12.3%	➖ noise
14	datafusion:vortex-compact	+8.2%	+9.4%	-1.1%	+12.3%	➖ noise
14	datafusion:vortex-file-compressed	+17.6%	+9.4%	+7.5%	+12.3%	➖ noise
14	duckdb:duckdb	+7.0%	+9.4%	-2.2%	+12.3%	➖ noise
14	duckdb:vortex-compact	+5.9%	+9.4%	-3.2%	+12.3%	➖ noise
14	duckdb:vortex-file-compressed	+10.8%	+9.4%	+1.3%	+12.3%	➖ noise
15	datafusion:vortex-compact	+11.2%	+18.0%	-5.7%	+12.3%	➖ noise
15	datafusion:vortex-file-compressed	+23.0%	+18.0%	+4.3%	+13.2%	➖ noise
15	duckdb:duckdb	+10.4%	+18.0%	-6.4%	+12.3%	➖ noise
15	duckdb:vortex-compact	+15.8%	+18.0%	-1.8%	+13.9%	➖ noise
15	duckdb:vortex-file-compressed	+8.5%	+18.0%	-8.0%	+18.4%	➖ noise
16	datafusion:vortex-compact	+7.1%	+12.0%	-4.3%	+12.5%	➖ noise
16	datafusion:vortex-file-compressed	+28.1%	+12.0%	+14.4%	+14.7%	➖ noise
16	duckdb:duckdb	+7.0%	+12.0%	-4.4%	+13.7%	➖ noise
16	duckdb:vortex-compact	+22.6%	+12.0%	+9.5%	+12.6%	➖ noise
16	duckdb:vortex-file-compressed	+8.8%	+12.0%	-2.9%	+12.3%	➖ noise
17	datafusion:vortex-compact	+12.0%	+10.0%	+1.8%	+22.6%	➖ noise
17	datafusion:vortex-file-compressed	+27.1%	+10.0%	+15.5%	+15.2%	🚨 regression
17	duckdb:duckdb	+9.2%	+10.0%	-0.8%	+12.3%	➖ noise
17	duckdb:vortex-compact	+24.9%	+10.0%	+13.6%	+12.3%	🚨 regression
17	duckdb:vortex-file-compressed	+11.1%	+10.0%	+1.0%	+20.1%	➖ noise
18	datafusion:vortex-compact	+7.5%	+7.0%	+0.4%	+12.3%	➖ noise
18	datafusion:vortex-file-compressed	+28.3%	+7.0%	+19.9%	+12.3%	🚨 regression
18	duckdb:duckdb	+9.1%	+7.0%	+1.9%	+12.3%	➖ noise
18	duckdb:vortex-compact	+17.4%	+7.0%	+9.7%	+12.3%	➖ noise
18	duckdb:vortex-file-compressed	+16.2%	+7.0%	+8.5%	+12.3%	➖ noise
19	datafusion:vortex-compact	+10.3%	+7.3%	+2.7%	+12.3%	➖ noise
19	datafusion:vortex-file-compressed	+26.0%	+7.3%	+17.4%	+12.3%	🚨 regression
19	duckdb:duckdb	+8.7%	+7.3%	+1.2%	+12.3%	➖ noise
19	duckdb:vortex-compact	+18.8%	+7.3%	+10.7%	+12.3%	➖ noise
19	duckdb:vortex-file-compressed	+6.9%	+7.3%	-0.4%	+12.8%	➖ noise
20	datafusion:vortex-compact	+1.3%	+10.8%	-8.6%	+24.7%	➖ noise
20	datafusion:vortex-file-compressed	+34.3%	+10.8%	+21.2%	+12.3%	🚨 regression
20	duckdb:duckdb	+8.3%	+10.8%	-2.3%	+12.3%	➖ noise
20	duckdb:vortex-compact	+24.2%	+10.8%	+12.1%	+12.3%	➖ noise
20	duckdb:vortex-file-compressed	+6.9%	+10.8%	-3.5%	+12.3%	➖ noise
21	datafusion:vortex-compact	+25.8%	+11.4%	+13.0%	+18.5%	➖ noise
21	datafusion:vortex-file-compressed	+30.8%	+11.4%	+17.4%	+16.4%	🚨 regression
21	duckdb:duckdb	+6.9%	+11.4%	-4.0%	+20.0%	➖ noise
21	duckdb:vortex-compact	+25.8%	+11.4%	+13.0%	+18.9%	➖ noise
21	duckdb:vortex-file-compressed	+8.8%	+11.4%	-2.3%	+12.3%	➖ noise
22	datafusion:vortex-compact	-7.2%	-3.2%	-4.2%	+31.4%	➖ noise
22	datafusion:vortex-file-compressed	+20.0%	-3.2%	+23.9%	+23.5%	🚨 regression
22	duckdb:duckdb	+11.4%	-3.2%	+15.1%	+14.3%	🚨 regression
22	duckdb:vortex-compact	+6.8%	-3.2%	+10.3%	+14.3%	➖ noise
22	duckdb:vortex-file-compressed	+14.1%	-3.2%	+17.9%	+19.2%	➖ noise
23	datafusion:vortex-compact	+5.3%	+9.6%	-3.9%	+12.3%	➖ noise
23	datafusion:vortex-file-compressed	+14.0%	+9.6%	+4.1%	+15.5%	➖ noise
23	duckdb:duckdb	+11.5%	+9.6%	+1.8%	+12.9%	➖ noise
23	duckdb:vortex-compact	+8.3%	+9.6%	-1.1%	+13.2%	➖ noise
23	duckdb:vortex-file-compressed	+9.3%	+9.6%	-0.3%	+12.6%	➖ noise
24	datafusion:vortex-compact	+11.2%	+10.9%	+0.3%	+19.9%	➖ noise
24	datafusion:vortex-file-compressed	+13.1%	+10.9%	+2.0%	+12.6%	➖ noise
24	duckdb:duckdb	+4.4%	+10.9%	-5.9%	+12.3%	➖ noise
24	duckdb:vortex-compact	+6.2%	+10.9%	-4.3%	+12.3%	➖ noise
24	duckdb:vortex-file-compressed	+11.7%	+10.9%	+0.7%	+12.3%	➖ noise
25	datafusion:vortex-compact	+8.4%	+8.4%	+0.0%	+12.3%	➖ noise
25	datafusion:vortex-file-compressed	+6.8%	+8.4%	-1.4%	+12.3%	➖ noise
25	duckdb:duckdb	+9.8%	+8.4%	+1.3%	+16.6%	➖ noise
25	duckdb:vortex-compact	+12.5%	+8.4%	+3.8%	+12.3%	➖ noise
25	duckdb:vortex-file-compressed	+8.4%	+8.4%	+0.0%	+14.1%	➖ noise
26	datafusion:vortex-compact	+7.1%	+9.5%	-2.2%	+32.8%	➖ noise
26	datafusion:vortex-file-compressed	+16.0%	+9.5%	+5.9%	+12.3%	➖ noise
26	duckdb:duckdb	+11.1%	+9.5%	+1.5%	+12.3%	➖ noise
26	duckdb:vortex-compact	+2.7%	+9.5%	-6.2%	+15.0%	➖ noise
26	duckdb:vortex-file-compressed	+10.1%	+9.5%	+0.5%	+29.1%	➖ noise
27	datafusion:vortex-compact	+4.3%	+11.4%	-6.3%	+12.3%	➖ noise
27	datafusion:vortex-file-compressed	+14.7%	+11.4%	+3.0%	+12.3%	➖ noise
27	duckdb:duckdb	+3.3%	+11.4%	-7.3%	+12.3%	➖ noise
27	duckdb:vortex-compact	+3.7%	+11.4%	-6.9%	+12.3%	➖ noise
27	duckdb:vortex-file-compressed	+8.6%	+11.4%	-2.5%	+12.3%	➖ noise
28	datafusion:vortex-compact	+4.4%	+11.7%	-6.5%	+14.5%	➖ noise
28	datafusion:vortex-file-compressed	+15.8%	+11.7%	+3.7%	+12.3%	➖ noise
28	duckdb:duckdb	-2.3%	+11.7%	-12.5%	+12.3%	✅ faster
28	duckdb:vortex-compact	+9.4%	+11.7%	-2.0%	+18.2%	➖ noise
28	duckdb:vortex-file-compressed	+2.4%	+11.7%	-8.3%	+12.3%	➖ noise
29	datafusion:vortex-compact	+6.0%	+7.8%	-1.6%	+12.3%	➖ noise
29	datafusion:vortex-file-compressed	+12.8%	+7.8%	+4.6%	+26.9%	➖ noise
29	duckdb:duckdb	+10.4%	+7.8%	+2.4%	+12.3%	➖ noise
29	duckdb:vortex-compact	+7.0%	+7.8%	-0.7%	+12.3%	➖ noise
29	duckdb:vortex-file-compressed	+8.9%	+7.8%	+1.0%	+12.3%	➖ noise
30	datafusion:vortex-compact	+21.3%	+7.0%	+13.4%	+21.6%	➖ noise
30	datafusion:vortex-file-compressed	+12.5%	+7.0%	+5.1%	+22.2%	➖ noise
30	duckdb:duckdb	+0.8%	+7.0%	-5.8%	+12.3%	➖ noise
30	duckdb:vortex-compact	+7.3%	+7.0%	+0.2%	+12.3%	➖ noise
30	duckdb:vortex-file-compressed	+3.4%	+7.0%	-3.4%	+22.8%	➖ noise
31	datafusion:vortex-compact	+3.7%	+11.6%	-7.1%	+12.3%	➖ noise
31	datafusion:vortex-file-compressed	+13.4%	+11.6%	+1.6%	+12.3%	➖ noise
31	duckdb:duckdb	+4.8%	+11.6%	-6.1%	+12.3%	➖ noise
31	duckdb:vortex-compact	+13.8%	+11.6%	+2.0%	+14.3%	➖ noise
31	duckdb:vortex-file-compressed	+10.4%	+11.6%	-1.1%	+13.7%	➖ noise
32	datafusion:vortex-compact	+10.6%	+8.9%	+1.5%	+12.3%	➖ noise
32	datafusion:vortex-file-compressed	+8.7%	+8.9%	-0.1%	+12.3%	➖ noise
32	duckdb:duckdb	+2.1%	+8.9%	-6.2%	+12.3%	➖ noise
32	duckdb:vortex-compact	+14.0%	+8.9%	+4.7%	+12.3%	➖ noise
32	duckdb:vortex-file-compressed	+8.8%	+8.9%	-0.0%	+12.3%	➖ noise
33	datafusion:vortex-compact	+11.5%	+4.1%	+7.1%	+20.1%	➖ noise
33	datafusion:vortex-file-compressed	+6.0%	+4.1%	+1.8%	+23.3%	➖ noise
33	duckdb:duckdb	+1.3%	+4.1%	-2.7%	+12.3%	➖ noise
33	duckdb:vortex-compact	+12.4%	+4.1%	+7.9%	+12.3%	➖ noise
33	duckdb:vortex-file-compressed	+5.0%	+4.1%	+0.8%	+12.3%	➖ noise
34	datafusion:vortex-compact	+26.6%	+12.2%	+12.8%	+12.3%	🚨 regression
34	datafusion:vortex-file-compressed	+8.3%	+12.2%	-3.5%	+30.9%	➖ noise
34	duckdb:duckdb	+6.2%	+12.2%	-5.3%	+12.3%	➖ noise
34	duckdb:vortex-compact	+7.1%	+12.2%	-4.5%	+20.8%	➖ noise
34	duckdb:vortex-file-compressed	+7.0%	+12.2%	-4.6%	+12.3%	➖ noise
35	datafusion:vortex-compact	+14.5%	+9.8%	+4.4%	+12.3%	➖ noise
35	datafusion:vortex-file-compressed	+4.6%	+9.8%	-4.7%	+12.3%	➖ noise
35	duckdb:duckdb	+10.8%	+9.8%	+1.0%	+12.3%	➖ noise
35	duckdb:vortex-compact	+10.3%	+9.8%	+0.5%	+12.3%	➖ noise
35	duckdb:vortex-file-compressed	+5.3%	+9.8%	-4.0%	+12.3%	➖ noise
36	datafusion:vortex-compact	+18.2%	+7.3%	+10.1%	+12.3%	➖ noise
36	datafusion:vortex-file-compressed	+6.4%	+7.3%	-0.9%	+12.3%	➖ noise
36	duckdb:duckdb	+8.5%	+7.3%	+1.1%	+12.3%	➖ noise
36	duckdb:vortex-compact	+3.7%	+7.3%	-3.4%	+12.3%	➖ noise
36	duckdb:vortex-file-compressed	+10.6%	+7.3%	+3.0%	+12.3%	➖ noise
37	datafusion:vortex-compact	+21.3%	+9.6%	+10.7%	+14.0%	➖ noise
37	datafusion:vortex-file-compressed	+7.2%	+9.6%	-2.2%	+13.9%	➖ noise
37	duckdb:duckdb	+8.3%	+9.6%	-1.2%	+12.3%	➖ noise
37	duckdb:vortex-compact	+8.8%	+9.6%	-0.7%	+34.7%	➖ noise
37	duckdb:vortex-file-compressed	+10.2%	+9.6%	+0.6%	+12.3%	➖ noise
38	datafusion:vortex-compact	+19.5%	+5.5%	+13.3%	+14.4%	➖ noise
38	datafusion:vortex-file-compressed	+12.4%	+5.5%	+6.5%	+17.1%	➖ noise
38	duckdb:duckdb	+7.3%	+5.5%	+1.7%	+12.3%	➖ noise
38	duckdb:vortex-compact	+6.8%	+5.5%	+1.2%	+12.3%	➖ noise
38	duckdb:vortex-file-compressed	+10.9%	+5.5%	+5.1%	+12.3%	➖ noise
39	datafusion:vortex-compact	+34.4%	+12.3%	+19.6%	+13.2%	🚨 regression
39	datafusion:vortex-file-compressed	+18.7%	+12.3%	+5.7%	+12.6%	➖ noise
39	duckdb:duckdb	+6.8%	+12.3%	-4.9%	+15.8%	➖ noise
39	duckdb:vortex-compact	+14.7%	+12.3%	+2.1%	+14.5%	➖ noise
39	duckdb:vortex-file-compressed	+2.8%	+12.3%	-8.5%	+12.3%	➖ noise
40	datafusion:vortex-compact	+26.6%	+10.1%	+15.0%	+12.3%	🚨 regression
40	datafusion:vortex-file-compressed	+11.5%	+10.1%	+1.3%	+17.5%	➖ noise
40	duckdb:duckdb	+6.8%	+10.1%	-3.0%	+12.3%	➖ noise
40	duckdb:vortex-compact	+18.4%	+10.1%	+7.5%	+12.3%	➖ noise
40	duckdb:vortex-file-compressed	+7.5%	+10.1%	-2.3%	+19.4%	➖ noise
41	datafusion:vortex-compact	+30.4%	+11.8%	+16.6%	+12.3%	🚨 regression
41	datafusion:vortex-file-compressed	+12.2%	+11.8%	+0.3%	+12.3%	➖ noise
41	duckdb:duckdb	+4.5%	+11.8%	-6.6%	+12.3%	➖ noise
41	duckdb:vortex-compact	+19.5%	+11.8%	+6.9%	+12.3%	➖ noise
41	duckdb:vortex-file-compressed	+7.5%	+11.8%	-3.8%	+12.3%	➖ noise
42	datafusion:vortex-compact	+23.3%	+9.0%	+13.1%	+12.3%	🚨 regression
42	datafusion:vortex-file-compressed	+11.7%	+9.0%	+2.5%	+12.3%	➖ noise
42	duckdb:duckdb	+8.0%	+9.0%	-1.0%	+12.3%	➖ noise
42	duckdb:vortex-compact	+26.0%	+9.0%	+15.5%	+13.9%	🚨 regression
42	duckdb:vortex-file-compressed	+13.1%	+9.0%	+3.7%	+12.3%	➖ noise
43	datafusion:vortex-compact	+15.0%	+10.4%	+4.2%	+25.3%	➖ noise
43	datafusion:vortex-file-compressed	+10.0%	+10.4%	-0.3%	+12.3%	➖ noise
43	duckdb:duckdb	-0.2%	+10.4%	-9.6%	+12.3%	➖ noise
43	duckdb:vortex-compact	+11.4%	+10.4%	+0.9%	+24.9%	➖ noise
43	duckdb:vortex-file-compressed	+2.3%	+10.4%	-7.3%	+27.4%	➖ noise
44	datafusion:vortex-compact	+19.0%	+3.5%	+14.9%	+12.3%	🚨 regression
44	datafusion:vortex-file-compressed	+4.3%	+3.5%	+0.8%	+15.1%	➖ noise
44	duckdb:duckdb	+10.3%	+3.5%	+6.6%	+12.3%	➖ noise
44	duckdb:vortex-compact	+31.6%	+3.5%	+27.1%	+12.3%	🚨 regression
44	duckdb:vortex-file-compressed	+9.3%	+3.5%	+5.6%	+19.9%	➖ noise
45	datafusion:vortex-compact	+25.9%	+7.7%	+16.9%	+12.3%	🚨 regression
45	datafusion:vortex-file-compressed	+11.4%	+7.7%	+3.4%	+12.3%	➖ noise
45	duckdb:duckdb	+9.8%	+7.7%	+1.9%	+12.3%	➖ noise
45	duckdb:vortex-compact	+37.6%	+7.7%	+27.8%	+12.3%	🚨 regression
45	duckdb:vortex-file-compressed	+11.2%	+7.7%	+3.2%	+12.3%	➖ noise
46	datafusion:vortex-compact	+18.8%	+8.7%	+9.3%	+12.3%	➖ noise
46	datafusion:vortex-file-compressed	+10.3%	+8.7%	+1.4%	+12.3%	➖ noise
46	duckdb:duckdb	+9.8%	+8.7%	+1.0%	+12.3%	➖ noise
46	duckdb:vortex-compact	+10.7%	+8.7%	+1.8%	+12.3%	➖ noise
46	duckdb:vortex-file-compressed	+4.8%	+8.7%	-3.6%	+12.3%	➖ noise
47	datafusion:vortex-compact	+28.8%	+6.4%	+21.0%	+12.3%	🚨 regression
47	datafusion:vortex-file-compressed	+3.9%	+6.4%	-2.4%	+12.3%	➖ noise
47	duckdb:duckdb	+9.7%	+6.4%	+3.1%	+12.3%	➖ noise
47	duckdb:vortex-compact	+19.7%	+6.4%	+12.5%	+12.3%	🚨 regression
47	duckdb:vortex-file-compressed	+15.3%	+6.4%	+8.3%	+13.0%	➖ noise
48	datafusion:vortex-compact	+20.2%	+7.8%	+11.5%	+16.7%	➖ noise
48	datafusion:vortex-file-compressed	+4.8%	+7.8%	-2.7%	+12.3%	➖ noise
48	duckdb:duckdb	+4.5%	+7.8%	-3.1%	+12.3%	➖ noise
48	duckdb:vortex-compact	+5.8%	+7.8%	-1.8%	+12.3%	➖ noise
48	duckdb:vortex-file-compressed	+3.9%	+7.8%	-3.6%	+22.0%	➖ noise
49	datafusion:vortex-compact	+26.5%	+4.3%	+21.2%	+14.2%	🚨 regression
49	datafusion:vortex-file-compressed	+5.0%	+4.3%	+0.6%	+12.3%	➖ noise
49	duckdb:duckdb	-0.6%	+4.3%	-4.7%	+13.0%	➖ noise
49	duckdb:vortex-compact	+26.1%	+4.3%	+20.8%	+22.0%	➖ noise
49	duckdb:vortex-file-compressed	+19.8%	+4.3%	+14.8%	+12.8%	🚨 regression
50	datafusion:vortex-compact	+28.8%	+4.1%	+23.8%	+12.3%	🚨 regression
50	datafusion:vortex-file-compressed	+6.6%	+4.1%	+2.5%	+12.3%	➖ noise
50	duckdb:duckdb	+8.0%	+4.1%	+3.8%	+12.3%	➖ noise
50	duckdb:vortex-compact	+21.2%	+4.1%	+16.5%	+12.3%	🚨 regression
50	duckdb:vortex-file-compressed	+12.5%	+4.1%	+8.1%	+12.3%	➖ noise
51	datafusion:vortex-compact	+15.9%	+7.5%	+7.8%	+12.3%	➖ noise
51	datafusion:vortex-file-compressed	+5.9%	+7.5%	-1.5%	+13.6%	➖ noise
51	duckdb:duckdb	+3.9%	+7.5%	-3.3%	+12.3%	➖ noise
51	duckdb:vortex-compact	+16.2%	+7.5%	+8.1%	+14.5%	➖ noise
51	duckdb:vortex-file-compressed	+10.1%	+7.5%	+2.4%	+24.2%	➖ noise
52	datafusion:vortex-compact	+24.3%	+10.7%	+12.3%	+15.2%	➖ noise
52	datafusion:vortex-file-compressed	+2.4%	+10.7%	-7.4%	+12.3%	➖ noise
52	duckdb:duckdb	-0.7%	+10.7%	-10.3%	+18.3%	➖ noise
52	duckdb:vortex-compact	+23.1%	+10.7%	+11.2%	+14.2%	➖ noise
52	duckdb:vortex-file-compressed	+7.1%	+10.7%	-3.2%	+13.9%	➖ noise
53	datafusion:vortex-compact	+23.8%	+9.1%	+13.5%	+19.1%	➖ noise
53	datafusion:vortex-file-compressed	+5.9%	+9.1%	-2.9%	+25.4%	➖ noise
53	duckdb:duckdb	+8.6%	+9.1%	-0.4%	+12.3%	➖ noise
53	duckdb:vortex-compact	+20.4%	+9.1%	+10.4%	+12.3%	➖ noise
53	duckdb:vortex-file-compressed	+13.3%	+9.1%	+3.9%	+12.3%	➖ noise
54	datafusion:vortex-compact	+19.2%	+4.3%	+14.2%	+12.3%	🚨 regression
54	datafusion:vortex-file-compressed	+3.2%	+4.3%	-1.1%	+12.3%	➖ noise
54	duckdb:duckdb	+4.5%	+4.3%	+0.2%	+12.3%	➖ noise
54	duckdb:vortex-compact	+13.6%	+4.3%	+8.9%	+18.1%	➖ noise
54	duckdb:vortex-file-compressed	+20.2%	+4.3%	+15.2%	+12.3%	🚨 regression
55	datafusion:vortex-compact	+28.0%	+6.4%	+20.2%	+13.7%	🚨 regression
55	datafusion:vortex-file-compressed	+2.1%	+6.4%	-4.1%	+12.3%	➖ noise
55	duckdb:duckdb	+9.4%	+6.4%	+2.8%	+14.9%	➖ noise
55	duckdb:vortex-compact	+22.4%	+6.4%	+15.0%	+12.3%	🚨 regression
55	duckdb:vortex-file-compressed	+17.1%	+6.4%	+10.0%	+12.3%	➖ noise
56	datafusion:vortex-compact	+21.0%	+4.8%	+15.4%	+12.3%	🚨 regression
56	datafusion:vortex-file-compressed	-1.1%	+4.8%	-5.7%	+12.3%	➖ noise
56	duckdb:duckdb	+0.9%	+4.8%	-3.8%	+12.3%	➖ noise
56	duckdb:vortex-compact	+13.8%	+4.8%	+8.6%	+12.3%	➖ noise
56	duckdb:vortex-file-compressed	+3.6%	+4.8%	-1.2%	+40.4%	➖ noise
57	datafusion:vortex-compact	+9.7%	+10.6%	-0.8%	+12.3%	➖ noise
57	datafusion:vortex-file-compressed	+2.7%	+10.6%	-7.2%	+14.9%	➖ noise
57	duckdb:duckdb	+6.7%	+10.6%	-3.5%	+12.3%	➖ noise
57	duckdb:vortex-compact	+15.4%	+10.6%	+4.3%	+12.3%	➖ noise
57	duckdb:vortex-file-compressed	+8.5%	+10.6%	-1.9%	+12.3%	➖ noise
58	datafusion:vortex-compact	+5.3%	+10.1%	-4.4%	+12.3%	➖ noise
58	datafusion:vortex-file-compressed	+11.6%	+10.1%	+1.4%	+12.6%	➖ noise
58	duckdb:duckdb	-2.1%	+10.1%	-11.1%	+12.3%	✅ faster
58	duckdb:vortex-compact	+2.4%	+10.1%	-7.0%	+22.2%	➖ noise
58	duckdb:vortex-file-compressed	+16.3%	+10.1%	+5.6%	+14.3%	➖ noise
59	datafusion:vortex-compact	+0.7%	+6.3%	-5.3%	+14.9%	➖ noise
59	datafusion:vortex-file-compressed	+13.6%	+6.3%	+6.8%	+14.9%	➖ noise
59	duckdb:duckdb	+4.9%	+6.3%	-1.3%	+12.3%	➖ noise
59	duckdb:vortex-compact	+7.7%	+6.3%	+1.3%	+12.3%	➖ noise
59	duckdb:vortex-file-compressed	+6.0%	+6.3%	-0.3%	+25.4%	➖ noise
60	datafusion:vortex-compact	+11.8%	+7.3%	+4.1%	+13.0%	➖ noise
60	datafusion:vortex-file-compressed	+20.7%	+7.3%	+12.5%	+12.3%	🚨 regression
60	duckdb:duckdb	+1.2%	+7.3%	-5.7%	+12.3%	➖ noise
60	duckdb:vortex-compact	+20.6%	+7.3%	+12.4%	+15.5%	➖ noise
60	duckdb:vortex-file-compressed	+10.0%	+7.3%	+2.5%	+12.3%	➖ noise
61	datafusion:vortex-compact	+16.3%	+6.9%	+8.8%	+12.3%	➖ noise
61	datafusion:vortex-file-compressed	+20.2%	+6.9%	+12.4%	+14.7%	➖ noise
61	duckdb:duckdb	+3.8%	+6.9%	-3.0%	+12.3%	➖ noise
61	duckdb:vortex-compact	+10.1%	+6.9%	+3.0%	+12.3%	➖ noise
61	duckdb:vortex-file-compressed	+7.6%	+6.9%	+0.7%	+22.9%	➖ noise
62	datafusion:vortex-compact	+49.9%	-1.0%	+51.4%	+24.9%	🚨 regression
62	datafusion:vortex-file-compressed	+51.0%	-1.0%	+52.5%	+26.9%	🚨 regression
62	duckdb:duckdb	+4.1%	-1.0%	+5.1%	+15.1%	➖ noise
62	duckdb:vortex-compact	+24.0%	-1.0%	+25.3%	+17.9%	🚨 regression
62	duckdb:vortex-file-compressed	+5.1%	-1.0%	+6.1%	+14.6%	➖ noise
63	datafusion:vortex-compact	+22.2%	+1.8%	+20.0%	+14.5%	🚨 regression
63	datafusion:vortex-file-compressed	+14.6%	+1.8%	+12.5%	+17.5%	➖ noise
63	duckdb:duckdb	+6.6%	+1.8%	+4.7%	+12.3%	➖ noise
63	duckdb:vortex-compact	+8.5%	+1.8%	+6.5%	+14.0%	➖ noise
63	duckdb:vortex-file-compressed	+13.8%	+1.8%	+11.8%	+12.3%	➖ noise
64	datafusion:vortex-compact	+17.9%	+11.2%	+5.9%	+12.3%	➖ noise
64	datafusion:vortex-file-compressed	+20.0%	+11.2%	+7.9%	+12.3%	➖ noise
64	duckdb:duckdb	+3.9%	+11.2%	-6.6%	+12.3%	➖ noise
64	duckdb:vortex-compact	+2.2%	+11.2%	-8.1%	+12.3%	➖ noise
64	duckdb:vortex-file-compressed	+8.0%	+11.2%	-2.9%	+12.3%	➖ noise
65	datafusion:vortex-compact	+18.9%	+5.7%	+12.5%	+29.5%	➖ noise
65	datafusion:vortex-file-compressed	-3.6%	+5.7%	-8.8%	+33.4%	➖ noise
65	duckdb:duckdb	+7.1%	+5.7%	+1.3%	+12.3%	➖ noise
65	duckdb:vortex-compact	+7.0%	+5.7%	+1.2%	+12.3%	➖ noise
65	duckdb:vortex-file-compressed	+10.1%	+5.7%	+4.1%	+12.3%	➖ noise
66	datafusion:vortex-compact	+22.8%	+15.4%	+6.4%	+19.0%	➖ noise
66	datafusion:vortex-file-compressed	+1.4%	+15.4%	-12.1%	+12.3%	✅ faster
66	duckdb:duckdb	+5.8%	+15.4%	-8.4%	+12.3%	➖ noise
66	duckdb:vortex-compact	+7.8%	+15.4%	-6.6%	+13.6%	➖ noise
66	duckdb:vortex-file-compressed	+7.8%	+15.4%	-6.6%	+12.3%	➖ noise
67	datafusion:vortex-compact	+13.7%	+20.6%	-5.7%	+12.3%	➖ noise
67	datafusion:vortex-file-compressed	+6.6%	+20.6%	-11.6%	+18.9%	➖ noise
67	duckdb:duckdb	+5.9%	+20.6%	-12.2%	+14.7%	➖ noise
67	duckdb:vortex-compact	+6.2%	+20.6%	-11.9%	+12.3%	✅ faster
67	duckdb:vortex-file-compressed	+8.0%	+20.6%	-10.4%	+12.3%	➖ noise
68	datafusion:vortex-compact	+17.2%	+11.8%	+4.8%	+23.0%	➖ noise
68	datafusion:vortex-file-compressed	+2.7%	+11.8%	-8.2%	+12.3%	➖ noise
68	duckdb:duckdb	+8.7%	+11.8%	-2.8%	+12.3%	➖ noise
68	duckdb:vortex-compact	+0.0%	+11.8%	-10.6%	+12.3%	➖ noise
68	duckdb:vortex-file-compressed	+11.3%	+11.8%	-0.5%	+29.4%	➖ noise
69	datafusion:vortex-compact	+20.5%	+12.5%	+7.1%	+31.1%	➖ noise
69	datafusion:vortex-file-compressed	+9.9%	+12.5%	-2.3%	+14.4%	➖ noise
69	duckdb:duckdb	+7.1%	+12.5%	-4.8%	+12.3%	➖ noise
69	duckdb:vortex-compact	+10.4%	+12.5%	-1.8%	+12.3%	➖ noise
69	duckdb:vortex-file-compressed	+14.7%	+12.5%	+2.0%	+12.3%	➖ noise
70	datafusion:vortex-compact	+24.8%	+16.6%	+7.1%	+12.3%	➖ noise
70	datafusion:vortex-file-compressed	+7.4%	+16.6%	-7.9%	+27.0%	➖ noise
70	duckdb:duckdb	+2.4%	+16.6%	-12.1%	+12.3%	✅ faster
70	duckdb:vortex-compact	+12.0%	+16.6%	-3.9%	+12.3%	➖ noise
70	duckdb:vortex-file-compressed	+2.1%	+16.6%	-12.4%	+12.3%	✅ faster
71	datafusion:vortex-compact	+21.2%	+11.0%	+9.2%	+12.3%	➖ noise
71	datafusion:vortex-file-compressed	+4.7%	+11.0%	-5.7%	+12.3%	➖ noise
71	duckdb:duckdb	+5.1%	+11.0%	-5.3%	+12.3%	➖ noise
71	duckdb:vortex-compact	+18.3%	+11.0%	+6.5%	+20.8%	➖ noise
71	duckdb:vortex-file-compressed	+7.0%	+11.0%	-3.6%	+12.3%	➖ noise
72	datafusion:vortex-compact	+18.7%	+8.4%	+9.5%	+12.3%	➖ noise
72	datafusion:vortex-file-compressed	+20.8%	+8.4%	+11.5%	+12.3%	➖ noise
72	duckdb:duckdb	+6.4%	+8.4%	-1.8%	+12.3%	➖ noise
72	duckdb:vortex-compact	+9.9%	+8.4%	+1.4%	+12.3%	➖ noise
72	duckdb:vortex-file-compressed	+12.2%	+8.4%	+3.5%	+12.3%	➖ noise
73	datafusion:vortex-compact	+17.3%	+3.7%	+13.1%	+13.4%	➖ noise
73	datafusion:vortex-file-compressed	+20.1%	+3.7%	+15.8%	+12.3%	🚨 regression
73	duckdb:duckdb	+4.1%	+3.7%	+0.3%	+12.3%	➖ noise
73	duckdb:vortex-compact	+21.3%	+3.7%	+17.0%	+12.3%	🚨 regression
73	duckdb:vortex-file-compressed	+20.8%	+3.7%	+16.5%	+18.4%	➖ noise
74	datafusion:vortex-compact	+21.2%	+9.5%	+10.7%	+12.3%	➖ noise
74	datafusion:vortex-file-compressed	+4.9%	+9.5%	-4.1%	+21.1%	➖ noise
74	duckdb:duckdb	+2.1%	+9.5%	-6.7%	+12.3%	➖ noise
74	duckdb:vortex-compact	+8.0%	+9.5%	-1.4%	+12.3%	➖ noise
74	duckdb:vortex-file-compressed	+19.7%	+9.5%	+9.3%	+12.7%	➖ noise
75	datafusion:vortex-compact	+20.4%	+7.6%	+11.9%	+16.9%	➖ noise
75	datafusion:vortex-file-compressed	+17.2%	+7.6%	+8.9%	+13.0%	➖ noise
75	duckdb:duckdb	+3.4%	+7.6%	-3.9%	+12.3%	➖ noise
75	duckdb:vortex-compact	+11.7%	+7.6%	+3.8%	+16.0%	➖ noise
75	duckdb:vortex-file-compressed	+17.3%	+7.6%	+9.0%	+12.3%	➖ noise
76	datafusion:vortex-compact	+14.6%	-0.8%	+15.4%	+12.3%	🚨 regression
76	datafusion:vortex-file-compressed	+6.4%	-0.8%	+7.2%	+12.3%	➖ noise
76	duckdb:duckdb	+10.4%	-0.8%	+11.2%	+12.7%	➖ noise
76	duckdb:vortex-compact	+5.7%	-0.8%	+6.5%	+12.8%	➖ noise
76	duckdb:vortex-file-compressed	+19.8%	-0.8%	+20.7%	+21.6%	➖ noise
77	datafusion:vortex-compact	+5.6%	+9.6%	-3.6%	+27.1%	➖ noise
77	datafusion:vortex-file-compressed	+17.6%	+9.6%	+7.3%	+30.1%	➖ noise
77	duckdb:duckdb	-0.2%	+9.6%	-8.9%	+13.2%	➖ noise
77	duckdb:vortex-compact	+5.9%	+9.6%	-3.3%	+16.3%	➖ noise
77	duckdb:vortex-file-compressed	+22.5%	+9.6%	+11.8%	+13.7%	➖ noise
78	datafusion:vortex-compact	+8.7%	+12.6%	-3.5%	+12.3%	➖ noise
78	datafusion:vortex-file-compressed	+0.4%	+12.6%	-10.8%	+12.3%	➖ noise
78	duckdb:duckdb	+3.3%	+12.6%	-8.2%	+12.3%	➖ noise
78	duckdb:vortex-compact	+11.1%	+12.6%	-1.3%	+12.3%	➖ noise
78	duckdb:vortex-file-compressed	+19.6%	+12.6%	+6.3%	+12.3%	➖ noise
79	datafusion:vortex-compact	+6.6%	+7.6%	-0.9%	+17.5%	➖ noise
79	datafusion:vortex-file-compressed	+22.8%	+7.6%	+14.2%	+28.8%	➖ noise
79	duckdb:duckdb	+5.1%	+7.6%	-2.3%	+12.3%	➖ noise
79	duckdb:vortex-compact	+9.9%	+7.6%	+2.1%	+13.6%	➖ noise
79	duckdb:vortex-file-compressed	+27.6%	+7.6%	+18.6%	+14.4%	🚨 regression
80	datafusion:vortex-compact	+7.2%	+19.1%	-10.0%	+12.3%	➖ noise
80	datafusion:vortex-file-compressed	+16.0%	+19.1%	-2.6%	+12.3%	➖ noise
80	duckdb:duckdb	+5.5%	+19.1%	-11.4%	+12.3%	✅ faster
80	duckdb:vortex-compact	+8.7%	+19.1%	-8.7%	+12.3%	➖ noise
80	duckdb:vortex-file-compressed	+13.2%	+19.1%	-5.0%	+12.3%	➖ noise
81	datafusion:vortex-compact	+15.4%	+14.8%	+0.5%	+16.8%	➖ noise
81	datafusion:vortex-file-compressed	+21.5%	+14.8%	+5.8%	+12.3%	➖ noise
81	duckdb:duckdb	+4.1%	+14.8%	-9.3%	+12.3%	➖ noise
81	duckdb:vortex-compact	+9.0%	+14.8%	-5.1%	+12.3%	➖ noise
81	duckdb:vortex-file-compressed	+27.5%	+14.8%	+11.1%	+15.7%	➖ noise
82	datafusion:vortex-compact	+9.3%	+16.9%	-6.5%	+12.3%	➖ noise
82	datafusion:vortex-file-compressed	+18.7%	+16.9%	+1.5%	+31.2%	➖ noise
82	duckdb:duckdb	+7.3%	+16.9%	-8.2%	+12.3%	➖ noise
82	duckdb:vortex-compact	+8.4%	+16.9%	-7.3%	+12.3%	➖ noise
82	duckdb:vortex-file-compressed	+22.1%	+16.9%	+4.4%	+12.3%	➖ noise
83	datafusion:vortex-compact	+2.3%	+15.1%	-11.1%	+20.9%	➖ noise
83	datafusion:vortex-file-compressed	+32.6%	+15.1%	+15.2%	+12.3%	🚨 regression
83	duckdb:duckdb	+2.1%	+15.1%	-11.4%	+12.3%	✅ faster
83	duckdb:vortex-compact	+8.3%	+15.1%	-5.9%	+12.3%	➖ noise
83	duckdb:vortex-file-compressed	+15.7%	+15.1%	+0.5%	+13.3%	➖ noise
84	datafusion:vortex-compact	+12.9%	+13.0%	-0.1%	+12.3%	➖ noise
84	datafusion:vortex-file-compressed	+18.8%	+13.0%	+5.1%	+12.3%	➖ noise
84	duckdb:duckdb	+12.8%	+13.0%	-0.2%	+12.3%	➖ noise
84	duckdb:vortex-compact	+12.4%	+13.0%	-0.6%	+33.4%	➖ noise
84	duckdb:vortex-file-compressed	+7.7%	+13.0%	-4.7%	+27.1%	➖ noise
85	datafusion:vortex-compact	+6.8%	+12.7%	-5.2%	+12.3%	➖ noise
85	datafusion:vortex-file-compressed	+20.1%	+12.7%	+6.6%	+12.3%	➖ noise
85	duckdb:duckdb	+8.5%	+12.7%	-3.7%	+12.3%	➖ noise
85	duckdb:vortex-compact	+9.7%	+12.7%	-2.6%	+12.3%	➖ noise
85	duckdb:vortex-file-compressed	+14.0%	+12.7%	+1.2%	+16.0%	➖ noise
86	datafusion:vortex-compact	-11.4%	+11.1%	-20.3%	+16.1%	✅ faster
86	datafusion:vortex-file-compressed	+12.2%	+11.1%	+1.0%	+37.4%	➖ noise
86	duckdb:duckdb	+1.8%	+11.1%	-8.3%	+12.3%	➖ noise
86	duckdb:vortex-compact	+3.2%	+11.1%	-7.1%	+30.8%	➖ noise
86	duckdb:vortex-file-compressed	+10.0%	+11.1%	-1.0%	+12.3%	➖ noise
87	datafusion:vortex-compact	+6.4%	+5.1%	+1.2%	+12.3%	➖ noise
87	datafusion:vortex-file-compressed	+15.8%	+5.1%	+10.2%	+13.5%	➖ noise
87	duckdb:duckdb	+3.7%	+5.1%	-1.3%	+12.6%	➖ noise
87	duckdb:vortex-compact	+6.0%	+5.1%	+0.8%	+12.4%	➖ noise
87	duckdb:vortex-file-compressed	+6.5%	+5.1%	+1.3%	+12.3%	➖ noise
88	datafusion:vortex-compact	+9.0%	+3.4%	+5.5%	+12.3%	➖ noise
88	datafusion:vortex-file-compressed	+13.0%	+3.4%	+9.3%	+12.3%	➖ noise
88	duckdb:duckdb	-1.8%	+3.4%	-5.0%	+12.3%	➖ noise
88	duckdb:vortex-compact	+3.6%	+3.4%	+0.2%	+12.3%	➖ noise
88	duckdb:vortex-file-compressed	+6.9%	+3.4%	+3.4%	+12.3%	➖ noise
89	datafusion:vortex-compact	+8.3%	+12.1%	-3.4%	+16.8%	➖ noise
89	datafusion:vortex-file-compressed	+20.3%	+12.1%	+7.4%	+21.5%	➖ noise
89	duckdb:duckdb	+3.2%	+12.1%	-7.9%	+14.0%	➖ noise
89	duckdb:vortex-compact	+8.9%	+12.1%	-2.9%	+26.0%	➖ noise
89	duckdb:vortex-file-compressed	+6.6%	+12.1%	-4.8%	+14.6%	➖ noise
90	datafusion:vortex-compact	+5.0%	+18.3%	-11.2%	+33.5%	➖ noise
90	datafusion:vortex-file-compressed	+17.9%	+18.3%	-0.4%	+13.0%	➖ noise
90	duckdb:duckdb	+3.9%	+18.3%	-12.1%	+12.3%	✅ faster
90	duckdb:vortex-compact	+17.8%	+18.3%	-0.4%	+12.3%	➖ noise
90	duckdb:vortex-file-compressed	+14.7%	+18.3%	-3.1%	+12.3%	➖ noise
91	datafusion:vortex-compact	+5.6%	+10.0%	-4.0%	+12.3%	➖ noise
91	datafusion:vortex-file-compressed	+30.5%	+10.0%	+18.7%	+23.7%	➖ noise
91	duckdb:duckdb	+2.2%	+10.0%	-7.1%	+16.2%	➖ noise
91	duckdb:vortex-compact	+5.6%	+10.0%	-3.9%	+16.7%	➖ noise
91	duckdb:vortex-file-compressed	+17.3%	+10.0%	+6.6%	+12.3%	➖ noise
92	datafusion:vortex-compact	+6.8%	+13.9%	-6.3%	+12.3%	➖ noise
92	datafusion:vortex-file-compressed	+41.0%	+13.9%	+23.8%	+16.1%	🚨 regression
92	duckdb:duckdb	+5.8%	+13.9%	-7.2%	+12.3%	➖ noise
92	duckdb:vortex-compact	+4.5%	+13.9%	-8.3%	+21.3%	➖ noise
92	duckdb:vortex-file-compressed	+3.9%	+13.9%	-8.8%	+14.0%	➖ noise
93	datafusion:vortex-compact	+16.4%	+19.9%	-2.9%	+15.1%	➖ noise
93	datafusion:vortex-file-compressed	-3.6%	+19.9%	-19.6%	+15.2%	✅ faster
93	duckdb:duckdb	+12.6%	+19.9%	-6.1%	+12.3%	➖ noise
93	duckdb:vortex-compact	+13.1%	+19.9%	-5.7%	+12.3%	➖ noise
93	duckdb:vortex-file-compressed	+13.1%	+19.9%	-5.7%	+12.3%	➖ noise
94	datafusion:vortex-compact	+0.7%	+12.4%	-10.4%	+13.1%	➖ noise
94	datafusion:vortex-file-compressed	+14.8%	+12.4%	+2.1%	+15.6%	➖ noise
94	duckdb:duckdb	-0.6%	+12.4%	-11.6%	+12.3%	✅ faster
94	duckdb:vortex-compact	+7.5%	+12.4%	-4.3%	+12.3%	➖ noise
94	duckdb:vortex-file-compressed	+11.2%	+12.4%	-1.1%	+12.3%	➖ noise
95	datafusion:vortex-compact	+6.7%	+17.8%	-9.4%	+12.3%	➖ noise
95	datafusion:vortex-file-compressed	+2.4%	+17.8%	-13.1%	+12.3%	✅ faster
95	duckdb:duckdb	+12.9%	+17.8%	-4.2%	+15.6%	➖ noise
95	duckdb:vortex-compact	+13.5%	+17.8%	-3.7%	+17.1%	➖ noise
95	duckdb:vortex-file-compressed	-3.4%	+17.8%	-18.0%	+12.6%	✅ faster
96	datafusion:vortex-compact	+3.5%	+9.9%	-5.8%	+12.3%	➖ noise
96	datafusion:vortex-file-compressed	+8.7%	+9.9%	-1.1%	+28.8%	➖ noise
96	duckdb:duckdb	+4.1%	+9.9%	-5.2%	+20.2%	➖ noise
96	duckdb:vortex-compact	+13.8%	+9.9%	+3.6%	+24.1%	➖ noise
96	duckdb:vortex-file-compressed	+10.6%	+9.9%	+0.6%	+14.8%	➖ noise
97	datafusion:vortex-compact	+9.9%	+15.5%	-4.9%	+12.3%	➖ noise
97	datafusion:vortex-file-compressed	+3.7%	+15.5%	-10.2%	+12.3%	➖ noise
97	duckdb:duckdb	+3.0%	+15.5%	-10.8%	+12.3%	➖ noise
97	duckdb:vortex-compact	+15.3%	+15.5%	-0.2%	+12.3%	➖ noise
97	duckdb:vortex-file-compressed	+5.7%	+15.5%	-8.4%	+12.3%	➖ noise
98	datafusion:vortex-compact	+14.8%	+13.2%	+1.4%	+22.8%	➖ noise
98	datafusion:vortex-file-compressed	-0.7%	+13.2%	-12.2%	+30.9%	➖ noise
98	duckdb:duckdb	-0.9%	+13.2%	-12.4%	+12.3%	✅ faster
98	duckdb:vortex-compact	+15.4%	+13.2%	+1.9%	+12.3%	➖ noise
98	duckdb:vortex-file-compressed	+19.5%	+13.2%	+5.5%	+25.1%	➖ noise
99	datafusion:vortex-compact	-1.4%	+11.5%	-11.6%	+18.8%	➖ noise
99	datafusion:vortex-file-compressed	-9.8%	+11.5%	-19.2%	+20.2%	✅ faster
99	duckdb:duckdb	-0.1%	+11.5%	-10.4%	+12.3%	➖ noise
99	duckdb:vortex-compact	+15.4%	+11.5%	+3.4%	+12.4%	➖ noise
99	duckdb:vortex-file-compressed	+12.0%	+11.5%	+0.4%	+30.1%	➖ noise

github-actions · 2026-05-27T15:30:17Z

File Sizes: TPC-DS SF=1 on NVME

File Size Changes (11 files changed, -0.5% overall, 0↑ 11↓)

File	Scale	Format	Base	HEAD	Change	%
catalog_sales.vortex	1.0	vortex-compact	59.31 MB	59.31 MB	40 B	-0.0%
store_sales.vortex	1.0	vortex-file-compressed	97.04 MB	97.04 MB	4.68 KB	-0.0%
promotion.vortex	1.0	vortex-file-compressed	60.19 KB	60.09 KB	104 B	-0.2%
item.vortex	1.0	vortex-file-compressed	1.75 MB	1.74 MB	3.72 KB	-0.2%
customer.vortex	1.0	vortex-file-compressed	4.52 MB	4.51 MB	11.40 KB	-0.2%
customer_address.vortex	1.0	vortex-file-compressed	1012.96 KB	1007.23 KB	5.73 KB	-0.6%
catalog_returns.vortex	1.0	vortex-file-compressed	7.43 MB	7.32 MB	115.12 KB	-1.5%
catalog_sales.vortex	1.0	vortex-file-compressed	70.78 MB	69.63 MB	1.16 MB	-1.6%
web_returns.vortex	1.0	vortex-file-compressed	3.55 MB	3.49 MB	60.14 KB	-1.7%
web_sales.vortex	1.0	vortex-file-compressed	34.27 MB	33.70 MB	583.86 KB	-1.7%
store_returns.vortex	1.0	vortex-file-compressed	11.39 MB	11.14 MB	247.97 KB	-2.1%

Totals:

vortex-compact: 207.50 MB → 207.50 MB (-0.0%)
vortex-file-compressed: 272.70 MB → 270.54 MB (-0.8%)

github-actions · 2026-05-27T15:31:59Z

Benchmarks: FineWeb S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -3.9%
Vortex (geomean): 1.000x ➖
Parquet (geomean): 1.041x ➖
Shifts: Parquet (control) +4.1% · Median polish +0.8%

datafusion / vortex-file-compressed (1.019x ➖, 0↑ 1↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚨	56407174	38522319	1.46
fineweb_q01/datafusion:vortex-file-compressed	662018956	637075947	1.04
fineweb_q02/datafusion:vortex-file-compressed	591217812	694394614	0.85
fineweb_q03/datafusion:vortex-file-compressed	1397861681	1912223579	0.73
fineweb_q04/datafusion:vortex-file-compressed	1355053753	1505366015	0.90
fineweb_q05/datafusion:vortex-file-compressed	1418757605	1406304048	1.01
fineweb_q06/datafusion:vortex-file-compressed	1907166345	1687550972	1.13
fineweb_q07/datafusion:vortex-file-compressed	1615601036	1424007091	1.13
fineweb_q08/datafusion:vortex-file-compressed	665326350	617334810	1.08

datafusion / vortex-compact (1.031x ➖, 0↑ 1↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 🚨	67919692	44417811	1.53
fineweb_q01/datafusion:vortex-compact	673448693	648439509	1.04
fineweb_q02/datafusion:vortex-compact	688366452	635575845	1.08
fineweb_q03/datafusion:vortex-compact	1337318922	1362783484	0.98
fineweb_q04/datafusion:vortex-compact	1612381030	1606990217	1.00
fineweb_q05/datafusion:vortex-compact	1408122827	1384815896	1.02
fineweb_q06/datafusion:vortex-compact	1322817393	1422977446	0.93
fineweb_q07/datafusion:vortex-compact	1194782686	1179860416	1.01
fineweb_q08/datafusion:vortex-compact	374087530	460076337	0.81

datafusion / parquet (1.088x ➖, 0↑ 2↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet 🚨	1429193390	1059504034	1.35
fineweb_q01/datafusion:parquet	2285403305	1764547183	1.30
fineweb_q02/datafusion:parquet	2199900961	2207347310	1.00
fineweb_q03/datafusion:parquet	2458618594	1913542127	1.28
fineweb_q04/datafusion:parquet	2084400842	1861689259	1.12
fineweb_q05/datafusion:parquet	2048854061	2301474796	0.89
fineweb_q06/datafusion:parquet	1904394139	2071555351	0.92
fineweb_q07/datafusion:parquet	1867120668	2368147652	0.79
fineweb_q08/datafusion:parquet 🚨	2985434990	2264353503	1.32

duckdb / vortex-file-compressed (0.947x ➖, 0↑ 0↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	80122195	111447207	0.72
fineweb_q01/duckdb:vortex-file-compressed	690434897	737995443	0.94
fineweb_q02/duckdb:vortex-file-compressed	561679793	532700841	1.05
fineweb_q03/duckdb:vortex-file-compressed	1738529209	1645967277	1.06
fineweb_q04/duckdb:vortex-file-compressed	1728102265	1772106659	0.98
fineweb_q05/duckdb:vortex-file-compressed	1784427907	1678804675	1.06
fineweb_q06/duckdb:vortex-file-compressed	1729664176	1839257766	0.94
fineweb_q07/duckdb:vortex-file-compressed	1654593523	1694570554	0.98
fineweb_q08/duckdb:vortex-file-compressed	671011276	777348752	0.86

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

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	93436689	86016009	1.09
fineweb_q01/duckdb:vortex-compact	582532860	598471835	0.97
fineweb_q02/duckdb:vortex-compact	686881355	625337101	1.10
fineweb_q03/duckdb:vortex-compact	1773109760	1780100897	1.00
fineweb_q04/duckdb:vortex-compact	1972172236	1940617223	1.02
fineweb_q05/duckdb:vortex-compact	1812880133	1696696312	1.07
fineweb_q06/duckdb:vortex-compact	1578775870	1632690016	0.97
fineweb_q07/duckdb:vortex-compact	1566087992	1523191672	1.03
fineweb_q08/duckdb:vortex-compact	548468060	649051570	0.85

duckdb / parquet (0.996x ➖, 0↑ 0↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1209640119	1293608998	0.94
fineweb_q01/duckdb:parquet	1446953674	1475280470	0.98
fineweb_q02/duckdb:parquet	1503608494	1576510460	0.95
fineweb_q03/duckdb:parquet	4452530128	4080743829	1.09
fineweb_q04/duckdb:parquet	2019722000	2052816272	0.98
fineweb_q05/duckdb:parquet	2470056168	2249282196	1.10
fineweb_q06/duckdb:parquet	4569131239	4772896970	0.96
fineweb_q07/duckdb:parquet	2708368003	2877110506	0.94
fineweb_q08/duckdb:parquet	1302439280	1255746138	1.04

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+52.9%	+12.3%	+36.2%	+155.2%	➖ noise
0	datafusion:vortex-file-compressed	+46.4%	+12.3%	+30.4%	+141.3%	➖ noise
0	duckdb:vortex-compact	+8.6%	+12.3%	-3.3%	+71.9%	➖ noise
0	duckdb:vortex-file-compressed	-28.1%	+12.3%	-36.0%	+113.7%	➖ noise
1	datafusion:vortex-compact	+3.9%	+12.7%	-7.9%	+109.7%	➖ noise
1	datafusion:vortex-file-compressed	+3.9%	+12.7%	-7.8%	+89.9%	➖ noise
1	duckdb:vortex-compact	-2.7%	+12.7%	-13.6%	+41.0%	➖ noise
1	duckdb:vortex-file-compressed	-6.4%	+12.7%	-17.0%	+64.1%	➖ noise
2	datafusion:vortex-compact	+8.3%	-2.5%	+11.1%	+47.7%	➖ noise
2	datafusion:vortex-file-compressed	-14.9%	-2.5%	-12.7%	+32.6%	➖ noise
2	duckdb:vortex-compact	+9.8%	-2.5%	+12.7%	+71.1%	➖ noise
2	duckdb:vortex-file-compressed	+5.4%	-2.5%	+8.1%	+36.0%	➖ noise
3	datafusion:vortex-compact	-1.9%	+18.4%	-17.1%	+82.3%	➖ noise
3	datafusion:vortex-file-compressed	-26.9%	+18.4%	-38.3%	+90.0%	➖ noise
3	duckdb:vortex-compact	-0.4%	+18.4%	-15.9%	+80.5%	➖ noise
3	duckdb:vortex-file-compressed	+5.6%	+18.4%	-10.8%	+81.6%	➖ noise
4	datafusion:vortex-compact	+0.3%	+5.0%	-4.4%	+32.6%	➖ noise
4	datafusion:vortex-file-compressed	-10.0%	+5.0%	-14.2%	+32.6%	➖ noise
4	duckdb:vortex-compact	+1.6%	+5.0%	-3.2%	+32.6%	➖ noise
4	duckdb:vortex-file-compressed	-2.5%	+5.0%	-7.1%	+32.6%	➖ noise
5	datafusion:vortex-compact	+1.7%	-1.1%	+2.8%	+32.6%	➖ noise
5	datafusion:vortex-file-compressed	+0.9%	-1.1%	+2.0%	+32.6%	➖ noise
5	duckdb:vortex-compact	+6.8%	-1.1%	+8.1%	+32.6%	➖ noise
5	duckdb:vortex-file-compressed	+6.3%	-1.1%	+7.5%	+32.6%	➖ noise
6	datafusion:vortex-compact	-7.0%	-6.2%	-0.9%	+32.6%	➖ noise
6	datafusion:vortex-file-compressed	+13.0%	-6.2%	+20.5%	+32.6%	➖ noise
6	duckdb:vortex-compact	-3.3%	-6.2%	+3.1%	+32.6%	➖ noise
6	duckdb:vortex-file-compressed	-6.0%	-6.2%	+0.2%	+32.6%	➖ noise
7	datafusion:vortex-compact	+1.3%	-13.8%	+17.5%	+32.6%	➖ noise
7	datafusion:vortex-file-compressed	+13.5%	-13.8%	+31.7%	+32.6%	➖ noise
7	duckdb:vortex-compact	+2.8%	-13.8%	+19.3%	+32.6%	➖ noise
7	duckdb:vortex-file-compressed	-2.4%	-13.8%	+13.3%	+32.6%	➖ noise
8	datafusion:vortex-compact	-18.7%	+16.9%	-30.5%	+32.6%	✅ faster
8	datafusion:vortex-file-compressed	+7.8%	+16.9%	-7.8%	+32.6%	➖ noise
8	duckdb:vortex-compact	-15.5%	+16.9%	-27.7%	+46.0%	➖ noise
8	duckdb:vortex-file-compressed	-13.7%	+16.9%	-26.2%	+38.6%	➖ noise

github-actions · 2026-05-27T15:33:35Z

Benchmarks: Random Access

Vortex (geomean): 0.949x ➖
Parquet (geomean): 0.967x ➖

unknown / unknown (0.963x ➖, 1↑ 0↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk	377789	386799	0.98
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer	1041432	1093651	0.95
random-access/feature-vectors/correlated/parquet-tokio-local-disk	8468406579	8698896955	0.97
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	8308280449	8398299252	0.99
random-access/feature-vectors/correlated/vortex-tokio-local-disk	7620934	8163803	0.93
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer	7383261	7748724	0.95
random-access/feature-vectors/uniform/lance-tokio-local-disk	1184014	1208414	0.98
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer	1849997	1888499	0.98
random-access/feature-vectors/uniform/parquet-tokio-local-disk	8305368828	8478370433	0.98
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer	8261656779	8506645729	0.97
random-access/feature-vectors/uniform/vortex-tokio-local-disk	13264282	13945952	0.95
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer	13086565	13867767	0.94
random-access/lance-tokio-local-disk	633053	656952	0.96
random-access/lance-tokio-local-disk-footer	1304433	1324538	0.98
random-access/nested-lists/correlated/lance-tokio-local-disk	234817	246275	0.95
random-access/nested-lists/correlated/lance-tokio-local-disk-footer	583425	599005	0.97
random-access/nested-lists/correlated/parquet-tokio-local-disk	129760042	132580227	0.98
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	128283294	130951333	0.98
random-access/nested-lists/correlated/vortex-tokio-local-disk	594872	649137	0.92
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer 🚀	584675	669740	0.87
random-access/nested-lists/uniform/lance-tokio-local-disk	1002696	1020446	0.98
random-access/nested-lists/uniform/lance-tokio-local-disk-footer	1356753	1397719	0.97
random-access/nested-lists/uniform/parquet-tokio-local-disk	128311900	133727042	0.96
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	127926282	129843986	0.99
random-access/nested-lists/uniform/vortex-tokio-local-disk	2118412	2164843	0.98
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer	2098136	2157853	0.97
random-access/nested-structs/correlated/lance-tokio-local-disk	367994	379537	0.97
random-access/nested-structs/correlated/lance-tokio-local-disk-footer	553607	568235	0.97
random-access/nested-structs/correlated/parquet-tokio-local-disk	22826825	23869223	0.96
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer	22850115	23724537	0.96
random-access/nested-structs/correlated/vortex-tokio-local-disk	735011	792573	0.93
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer	733093	793228	0.92
random-access/nested-structs/uniform/lance-tokio-local-disk	2627793	2671962	0.98
random-access/nested-structs/uniform/lance-tokio-local-disk-footer	2770414	2812376	0.99
random-access/nested-structs/uniform/parquet-tokio-local-disk	22821416	24092778	0.95
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer	22893971	24168675	0.95
random-access/nested-structs/uniform/vortex-tokio-local-disk	1658847	1712951	0.97
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer	1629239	1715752	0.95
random-access/parquet-tokio-local-disk	167389063	173748318	0.96
random-access/parquet-tokio-local-disk-footer	168594280	174849354	0.96
random-access/taxi/correlated/lance-tokio-local-disk	940931	966253	0.97
random-access/taxi/correlated/lance-tokio-local-disk-footer	1828384	1907681	0.96
random-access/taxi/correlated/parquet-tokio-local-disk	253149450	262474050	0.96
random-access/taxi/correlated/parquet-tokio-local-disk-footer	253867606	263549265	0.96
random-access/taxi/correlated/vortex-tokio-local-disk	1830263	1912733	0.96
random-access/taxi/correlated/vortex-tokio-local-disk-footer	1804045	1938306	0.93
random-access/taxi/uniform/lance-tokio-local-disk	9107600	9377716	0.97
random-access/taxi/uniform/lance-tokio-local-disk-footer	9744784	10055983	0.97
random-access/taxi/uniform/parquet-tokio-local-disk	268467851	278851280	0.96
random-access/taxi/uniform/parquet-tokio-local-disk-footer	268272038	278064592	0.96
random-access/taxi/uniform/vortex-tokio-local-disk	4950372	4932561	1.00
random-access/taxi/uniform/vortex-tokio-local-disk-footer	4865218	4903569	0.99
random-access/vortex-tokio-local-disk	1254073	1313324	0.95
random-access/vortex-tokio-local-disk-footer	1308260	1352498	0.97

github-actions · 2026-05-27T15:34:43Z

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +2.9%
Vortex (geomean): 1.155x ❌
Parquet (geomean): 1.123x ❌
Shifts: Parquet (control) +12.3% · Median polish +12.7%

duckdb / vortex-file-compressed (1.166x ❌, 1↑ 6↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed 🚨	13308152	11829101	1.13
statpopgen_q01/duckdb:vortex-file-compressed 🚨	29478025	26520781	1.11
statpopgen_q02/duckdb:vortex-file-compressed 🚀	483444813	541423180	0.89
statpopgen_q03/duckdb:vortex-file-compressed	1141177816	1060887979	1.08
statpopgen_q04/duckdb:vortex-file-compressed 🚨	1247543500	1079689482	1.16
statpopgen_q05/duckdb:vortex-file-compressed	517713405	487899567	1.06
statpopgen_q06/duckdb:vortex-file-compressed	1565955350	1527606530	1.03
statpopgen_q07/duckdb:vortex-file-compressed 🚨	365002758	201638556	1.81
statpopgen_q08/duckdb:vortex-file-compressed 🚨	385132960	237007448	1.62
statpopgen_q09/duckdb:vortex-file-compressed	890292307	837862159	1.06
statpopgen_q10/duckdb:vortex-file-compressed 🚨	2955907494	2580311506	1.15

duckdb / vortex-compact (1.144x ❌, 0↑ 10↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact 🚨	13043802	11608005	1.12
statpopgen_q01/duckdb:vortex-compact 🚨	247133909	214117060	1.15
statpopgen_q02/duckdb:vortex-compact 🚨	633583136	554633101	1.14
statpopgen_q03/duckdb:vortex-compact 🚨	1305954977	1147818309	1.14
statpopgen_q04/duckdb:vortex-compact 🚨	1299304957	1153969138	1.13
statpopgen_q05/duckdb:vortex-compact 🚨	647847883	561162889	1.15
statpopgen_q06/duckdb:vortex-compact 🚨	1696884369	1506325926	1.13
statpopgen_q07/duckdb:vortex-compact 🚨	986164206	879827470	1.12
statpopgen_q08/duckdb:vortex-compact	995277449	915008263	1.09
statpopgen_q09/duckdb:vortex-compact 🚨	1118553147	910409853	1.23
statpopgen_q10/duckdb:vortex-compact 🚨	3118145970	2613016108	1.19

duckdb / parquet (1.123x ❌, 0↑ 8↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	320133568	304324375	1.05
statpopgen_q01/duckdb:parquet	411335940	380083990	1.08
statpopgen_q02/duckdb:parquet 🚨	852299629	761548468	1.12
statpopgen_q03/duckdb:parquet 🚨	1341652932	1190788195	1.13
statpopgen_q04/duckdb:parquet 🚨	1398651308	1180084712	1.19
statpopgen_q05/duckdb:parquet 🚨	953075511	804166985	1.19
statpopgen_q06/duckdb:parquet 🚨	1632065556	1433055552	1.14
statpopgen_q07/duckdb:parquet	926079718	867914281	1.07
statpopgen_q08/duckdb:parquet 🚨	952423106	855743730	1.11
statpopgen_q09/duckdb:parquet 🚨	1173304484	1017380222	1.15
statpopgen_q10/duckdb:parquet 🚨	2587099707	2275665676	1.14

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	+12.4%	+5.2%	+6.8%	+10.6%	➖ noise
0	duckdb:vortex-file-compressed	+12.5%	+5.2%	+6.9%	+17.2%	➖ noise
1	duckdb:vortex-compact	+15.4%	+8.2%	+6.7%	+13.1%	➖ noise
1	duckdb:vortex-file-compressed	+11.2%	+8.2%	+2.7%	+229.2%	➖ noise
2	duckdb:vortex-compact	+14.2%	+11.9%	+2.1%	+10.6%	➖ noise
2	duckdb:vortex-file-compressed	-10.7%	+11.9%	-20.2%	+10.6%	✅ faster
3	duckdb:vortex-compact	+13.8%	+12.7%	+1.0%	+10.6%	➖ noise
3	duckdb:vortex-file-compressed	+7.6%	+12.7%	-4.5%	+10.6%	➖ noise
4	duckdb:vortex-compact	+12.6%	+18.5%	-5.0%	+10.6%	➖ noise
4	duckdb:vortex-file-compressed	+15.5%	+18.5%	-2.5%	+10.6%	➖ noise
5	duckdb:vortex-compact	+15.4%	+18.5%	-2.6%	+10.6%	➖ noise
5	duckdb:vortex-file-compressed	+6.1%	+18.5%	-10.5%	+12.0%	➖ noise
6	duckdb:vortex-compact	+12.7%	+13.9%	-1.1%	+10.6%	➖ noise
6	duckdb:vortex-file-compressed	+2.5%	+13.9%	-10.0%	+10.6%	✅ faster
7	duckdb:vortex-compact	+12.1%	+6.7%	+5.0%	+10.6%	➖ noise
7	duckdb:vortex-file-compressed	+81.0%	+6.7%	+69.6%	+10.6%	🚨 regression
8	duckdb:vortex-compact	+8.8%	+11.3%	-2.3%	+10.6%	➖ noise
8	duckdb:vortex-file-compressed	+62.5%	+11.3%	+46.0%	+10.6%	🚨 regression
9	duckdb:vortex-compact	+22.9%	+15.3%	+6.5%	+10.6%	➖ noise
9	duckdb:vortex-file-compressed	+6.3%	+15.3%	-7.9%	+10.6%	➖ noise
10	duckdb:vortex-compact	+19.3%	+13.7%	+5.0%	+10.6%	➖ noise
10	duckdb:vortex-file-compressed	+14.6%	+13.7%	+0.8%	+10.6%	➖ noise

github-actions · 2026-05-27T15:34:46Z

File Sizes: Statistical and Population Genetics

File Size Changes (2 files changed, -6.0% overall, 1↑ 1↓)

File	Scale	Format	Base	HEAD	Change	%
gnomad.genomes.v3.1.2.hgdp_tgp.chr21.vortex	100000	vortex-compact	959.35 MB	959.44 MB	+86.88 KB	+0.0%
gnomad.genomes.v3.1.2.hgdp_tgp.chr21.vortex	100000	vortex-file-compressed	1.97 GB	1.79 GB	178.20 MB	-8.9%

Totals:

vortex-compact: 959.62 MB → 959.70 MB (+0.0%)
vortex-file-compressed: 1.97 GB → 1.79 GB (-8.9%)

github-actions · 2026-05-27T15:37:54Z

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +1.9%
Vortex (geomean): 1.116x ❌
Parquet (geomean): 1.077x ➖
Shifts: Parquet (control) +7.7% · Median polish +9.1%

datafusion / vortex-file-compressed (1.133x ❌, 0↑ 30↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed	1750657	1620822	1.08
clickbench_q01/datafusion:vortex-file-compressed	18330424	17988144	1.02
clickbench_q02/datafusion:vortex-file-compressed	40091035	37703848	1.06
clickbench_q03/datafusion:vortex-file-compressed 🚨	48066683	42201848	1.14
clickbench_q04/datafusion:vortex-file-compressed 🚨	328164232	279712451	1.17
clickbench_q05/datafusion:vortex-file-compressed 🚨	362200508	314467363	1.15
clickbench_q06/datafusion:vortex-file-compressed	1776410	1631536	1.09
clickbench_q07/datafusion:vortex-file-compressed	23619150	25095924	0.94
clickbench_q08/datafusion:vortex-file-compressed 🚨	414745085	350037596	1.18
clickbench_q09/datafusion:vortex-file-compressed 🚨	636274022	556530469	1.14
clickbench_q10/datafusion:vortex-file-compressed 🚨	88321900	75064799	1.18
clickbench_q11/datafusion:vortex-file-compressed 🚨	95795656	84297610	1.14
clickbench_q12/datafusion:vortex-file-compressed 🚨	320819768	268839138	1.19
clickbench_q13/datafusion:vortex-file-compressed 🚨	506620974	417480379	1.21
clickbench_q14/datafusion:vortex-file-compressed 🚨	298116725	245898313	1.21
clickbench_q15/datafusion:vortex-file-compressed 🚨	379641211	330922817	1.15
clickbench_q16/datafusion:vortex-file-compressed 🚨	774428435	654746642	1.18
clickbench_q17/datafusion:vortex-file-compressed 🚨	754200937	637483280	1.18
clickbench_q18/datafusion:vortex-file-compressed 🚨	1618072612	1314037111	1.23
clickbench_q19/datafusion:vortex-file-compressed 🚨	35648890	29858679	1.19
clickbench_q20/datafusion:vortex-file-compressed	378740632	354227668	1.07
clickbench_q21/datafusion:vortex-file-compressed	414481099	384827741	1.08
clickbench_q22/datafusion:vortex-file-compressed 🚨	524234440	457960667	1.14
clickbench_q23/datafusion:vortex-file-compressed 🚨	724183833	625383767	1.16
clickbench_q24/datafusion:vortex-file-compressed	52346429	49081613	1.07
clickbench_q25/datafusion:vortex-file-compressed	84453732	77936624	1.08
clickbench_q26/datafusion:vortex-file-compressed 🚨	52898890	45762921	1.16
clickbench_q27/datafusion:vortex-file-compressed	812214157	771786789	1.05
clickbench_q28/datafusion:vortex-file-compressed	6915532310	6761681231	1.02
clickbench_q29/datafusion:vortex-file-compressed	249240986	243308125	1.02
clickbench_q30/datafusion:vortex-file-compressed 🚨	272217604	222725460	1.22
clickbench_q31/datafusion:vortex-file-compressed 🚨	307930459	262442738	1.17
clickbench_q32/datafusion:vortex-file-compressed 🚨	1356424287	1096531682	1.24
clickbench_q33/datafusion:vortex-file-compressed 🚨	1541986053	1343388958	1.15
clickbench_q34/datafusion:vortex-file-compressed 🚨	1534023196	1337652437	1.15
clickbench_q35/datafusion:vortex-file-compressed 🚨	530374069	480775833	1.10
clickbench_q36/datafusion:vortex-file-compressed 🚨	83021915	69758005	1.19
clickbench_q37/datafusion:vortex-file-compressed 🚨	44555339	34778580	1.28
clickbench_q38/datafusion:vortex-file-compressed 🚨	20952792	18365745	1.14
clickbench_q39/datafusion:vortex-file-compressed 🚨	155243102	139200905	1.12
clickbench_q40/datafusion:vortex-file-compressed 🚨	17858423	16041991	1.11
clickbench_q41/datafusion:vortex-file-compressed 🚨	16842767	14286189	1.18
clickbench_q42/datafusion:vortex-file-compressed	17931222	17167178	1.04

datafusion / parquet (1.101x ❌, 1↑ 26↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet 🚀	1932245	2469003	0.78
clickbench_q01/datafusion:parquet	20121449	19215942	1.05
clickbench_q02/datafusion:parquet	49107101	47272114	1.04
clickbench_q03/datafusion:parquet	40138721	37974341	1.06
clickbench_q04/datafusion:parquet 🚨	350043679	307131800	1.14
clickbench_q05/datafusion:parquet 🚨	384047447	344901257	1.11
clickbench_q06/datafusion:parquet 🚨	1722640	1554695	1.11
clickbench_q07/datafusion:parquet 🚨	24747840	21818249	1.13
clickbench_q08/datafusion:parquet	415756913	381802016	1.09
clickbench_q09/datafusion:parquet 🚨	698840662	613316578	1.14
clickbench_q10/datafusion:parquet 🚨	122375060	108245624	1.13
clickbench_q11/datafusion:parquet	141042157	128761696	1.10
clickbench_q12/datafusion:parquet 🚨	386013129	345655817	1.12
clickbench_q13/datafusion:parquet	544423927	510204178	1.07
clickbench_q14/datafusion:parquet	376078630	346618218	1.08
clickbench_q15/datafusion:parquet 🚨	381699148	342565331	1.11
clickbench_q16/datafusion:parquet 🚨	748971228	678859825	1.10
clickbench_q17/datafusion:parquet 🚨	753178689	637719325	1.18
clickbench_q18/datafusion:parquet	1543157464	1445732368	1.07
clickbench_q19/datafusion:parquet 🚨	33149622	29935340	1.11
clickbench_q20/datafusion:parquet 🚨	680546454	593162485	1.15
clickbench_q21/datafusion:parquet 🚨	716432067	647961190	1.11
clickbench_q22/datafusion:parquet 🚨	1062031228	964481406	1.10
clickbench_q23/datafusion:parquet 🚨	4141779221	3630363096	1.14
clickbench_q24/datafusion:parquet	87817694	85263228	1.03
clickbench_q25/datafusion:parquet	142846678	130118446	1.10
clickbench_q26/datafusion:parquet 🚨	87246443	79299030	1.10
clickbench_q27/datafusion:parquet	1132418822	1060311109	1.07
clickbench_q28/datafusion:parquet	6849307965	6547886557	1.05
clickbench_q29/datafusion:parquet	254717264	234844515	1.08
clickbench_q30/datafusion:parquet 🚨	370486939	329397977	1.12
clickbench_q31/datafusion:parquet 🚨	409144982	361644806	1.13
clickbench_q32/datafusion:parquet 🚨	1411217260	1171792760	1.20
clickbench_q33/datafusion:parquet 🚨	1706090980	1483455848	1.15
clickbench_q34/datafusion:parquet 🚨	1680080144	1488345937	1.13
clickbench_q35/datafusion:parquet 🚨	531387173	460409571	1.15
clickbench_q36/datafusion:parquet 🚨	167992401	142817538	1.18
clickbench_q37/datafusion:parquet 🚨	64453059	55737556	1.16
clickbench_q38/datafusion:parquet	94451515	86671045	1.09
clickbench_q39/datafusion:parquet	291749990	265655326	1.10
clickbench_q40/datafusion:parquet	33840854	31124756	1.09
clickbench_q41/datafusion:parquet 🚨	29748599	26409490	1.13
clickbench_q42/datafusion:parquet 🚨	35771920	30419739	1.18

duckdb / vortex-file-compressed (1.099x ➖, 1↑ 25↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed	6868250	7212555	0.95
clickbench_q01/duckdb:vortex-file-compressed 🚨	12280112	11026844	1.11
clickbench_q02/duckdb:vortex-file-compressed 🚨	29124140	25538171	1.14
clickbench_q03/duckdb:vortex-file-compressed	32153668	31731317	1.01
clickbench_q04/duckdb:vortex-file-compressed	197575263	186846779	1.06
clickbench_q05/duckdb:vortex-file-compressed 🚨	203030020	175783923	1.15
clickbench_q06/duckdb:vortex-file-compressed	21801520	20215499	1.08
clickbench_q07/duckdb:vortex-file-compressed	15850743	16061053	0.99
clickbench_q08/duckdb:vortex-file-compressed	272337603	259627063	1.05
clickbench_q09/duckdb:vortex-file-compressed	367123821	336451804	1.09
clickbench_q10/duckdb:vortex-file-compressed 🚨	75245360	67710562	1.11
clickbench_q11/duckdb:vortex-file-compressed	85152342	77665581	1.10
clickbench_q12/duckdb:vortex-file-compressed 🚨	222644640	192772371	1.15
clickbench_q13/duckdb:vortex-file-compressed 🚨	448960253	400678347	1.12
clickbench_q14/duckdb:vortex-file-compressed 🚨	262599308	228461051	1.15
clickbench_q15/duckdb:vortex-file-compressed	257548584	241973410	1.06
clickbench_q16/duckdb:vortex-file-compressed 🚨	592039583	514443234	1.15
clickbench_q17/duckdb:vortex-file-compressed	452671791	420405762	1.08
clickbench_q18/duckdb:vortex-file-compressed	1022693935	941650271	1.09
clickbench_q19/duckdb:vortex-file-compressed 🚨	23769789	20816120	1.14
clickbench_q20/duckdb:vortex-file-compressed	342400125	330288046	1.04
clickbench_q21/duckdb:vortex-file-compressed 🚨	417707203	365859921	1.14
clickbench_q22/duckdb:vortex-file-compressed 🚀	567404358	650313214	0.87
clickbench_q23/duckdb:vortex-file-compressed 🚨	199789917	165301374	1.21
clickbench_q24/duckdb:vortex-file-compressed 🚨	39901908	35525964	1.12
clickbench_q25/duckdb:vortex-file-compressed 🚨	78490187	68887926	1.14
clickbench_q26/duckdb:vortex-file-compressed 🚨	48958983	42378207	1.16
clickbench_q27/duckdb:vortex-file-compressed	527279835	482220525	1.09
clickbench_q28/duckdb:vortex-file-compressed	3146522859	3069180521	1.03
clickbench_q29/duckdb:vortex-file-compressed 🚨	30825670	27532654	1.12
clickbench_q30/duckdb:vortex-file-compressed 🚨	209046534	189654333	1.10
clickbench_q31/duckdb:vortex-file-compressed 🚨	315868678	281790197	1.12
clickbench_q32/duckdb:vortex-file-compressed	1206247150	1120139322	1.08
clickbench_q33/duckdb:vortex-file-compressed 🚨	1211920740	1080319052	1.12
clickbench_q34/duckdb:vortex-file-compressed 🚨	1298517386	1171455416	1.11
clickbench_q35/duckdb:vortex-file-compressed	394873016	375164697	1.05
clickbench_q36/duckdb:vortex-file-compressed 🚨	29090112	25690556	1.13
clickbench_q37/duckdb:vortex-file-compressed 🚨	21468120	17747678	1.21
clickbench_q38/duckdb:vortex-file-compressed 🚨	21817988	18927235	1.15
clickbench_q39/duckdb:vortex-file-compressed 🚨	44720049	39877582	1.12
clickbench_q40/duckdb:vortex-file-compressed 🚨	22306325	17872266	1.25
clickbench_q41/duckdb:vortex-file-compressed	19387703	17861809	1.09
clickbench_q42/duckdb:vortex-file-compressed 🚨	22067305	19867176	1.11

duckdb / parquet (1.054x ➖, 0↑ 4↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	24861010	23770494	1.05
clickbench_q01/duckdb:parquet	29652969	29654923	1.00
clickbench_q02/duckdb:parquet	50798953	51557231	0.99
clickbench_q03/duckdb:parquet	40934225	39829309	1.03
clickbench_q04/duckdb:parquet	215880979	203587234	1.06
clickbench_q05/duckdb:parquet	270232042	254917720	1.06
clickbench_q06/duckdb:parquet	47495108	47034914	1.01
clickbench_q07/duckdb:parquet	32136593	31481786	1.02
clickbench_q08/duckdb:parquet	287050702	269932003	1.06
clickbench_q09/duckdb:parquet	420221304	399320240	1.05
clickbench_q10/duckdb:parquet	87716405	81753510	1.07
clickbench_q11/duckdb:parquet	104694416	99121534	1.06
clickbench_q12/duckdb:parquet	294692351	278336504	1.06
clickbench_q13/duckdb:parquet	502373739	460813046	1.09
clickbench_q14/duckdb:parquet	329899940	310891650	1.06
clickbench_q15/duckdb:parquet	274575723	254616874	1.08
clickbench_q16/duckdb:parquet	645584361	599648479	1.08
clickbench_q17/duckdb:parquet	537690943	495002805	1.09
clickbench_q18/duckdb:parquet	1118481174	1032487936	1.08
clickbench_q19/duckdb:parquet	28856657	27975614	1.03
clickbench_q20/duckdb:parquet	435665805	417135571	1.04
clickbench_q21/duckdb:parquet	561566184	532223098	1.06
clickbench_q22/duckdb:parquet	948354562	917127341	1.03
clickbench_q23/duckdb:parquet	268626281	258234598	1.04
clickbench_q24/duckdb:parquet	72948296	71481531	1.02
clickbench_q25/duckdb:parquet	166258298	163508417	1.02
clickbench_q26/duckdb:parquet	55965075	56127301	1.00
clickbench_q27/duckdb:parquet	666308442	644153605	1.03
clickbench_q28/duckdb:parquet	5001423669	4872027889	1.03
clickbench_q29/duckdb:parquet	43917816	41727937	1.05
clickbench_q30/duckdb:parquet	322505709	312305832	1.03
clickbench_q31/duckdb:parquet	397488329	371686354	1.07
clickbench_q32/duckdb:parquet	1191316191	1105191375	1.08
clickbench_q33/duckdb:parquet	1200858274	1098193675	1.09
clickbench_q34/duckdb:parquet 🚨	1254349638	1138952041	1.10
clickbench_q35/duckdb:parquet	384818829	369577015	1.04
clickbench_q36/duckdb:parquet 🚨	51035502	45049337	1.13
clickbench_q37/duckdb:parquet	35526710	33477820	1.06
clickbench_q38/duckdb:parquet	36499540	36002001	1.01
clickbench_q39/duckdb:parquet 🚨	93501694	75633369	1.24
clickbench_q40/duckdb:parquet	20605716	20513524	1.00
clickbench_q41/duckdb:parquet 🚨	22093208	20072970	1.10
clickbench_q42/duckdb:parquet	23200052	22428967	1.03

duckdb / duckdb (1.063x ➖, 1↑ 7↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb 🚨	19203618	16991726	1.13
clickbench_q01/duckdb:duckdb	36625829	33772256	1.08
clickbench_q02/duckdb:duckdb	53460800	50288071	1.06
clickbench_q03/duckdb:duckdb	58316858	55068320	1.06
clickbench_q04/duckdb:duckdb	217774083	208997814	1.04
clickbench_q05/duckdb:duckdb	297618210	281716924	1.06
clickbench_q06/duckdb:duckdb 🚨	36632854	33229469	1.10
clickbench_q07/duckdb:duckdb	37505887	34787950	1.08
clickbench_q08/duckdb:duckdb	290986770	273723042	1.06
clickbench_q09/duckdb:duckdb	410729411	399221628	1.03
clickbench_q10/duckdb:duckdb	124354107	115629607	1.08
clickbench_q11/duckdb:duckdb	131658411	126318073	1.04
clickbench_q12/duckdb:duckdb	276635171	255948536	1.08
clickbench_q13/duckdb:duckdb	469083889	438184007	1.07
clickbench_q14/duckdb:duckdb	305220317	285137154	1.07
clickbench_q15/duckdb:duckdb	258009113	238424286	1.08
clickbench_q16/duckdb:duckdb	598461146	556148215	1.08
clickbench_q17/duckdb:duckdb	509051103	468979654	1.09
clickbench_q18/duckdb:duckdb 🚨	1101582289	985011880	1.12
clickbench_q19/duckdb:duckdb	36803042	34516419	1.07
clickbench_q20/duckdb:duckdb	487158854	490524877	0.99
clickbench_q21/duckdb:duckdb	491240957	503637175	0.98
clickbench_q22/duckdb:duckdb	576862793	531125237	1.09
clickbench_q23/duckdb:duckdb	260485872	247140545	1.05
clickbench_q24/duckdb:duckdb	64914880	61048855	1.06
clickbench_q25/duckdb:duckdb	154803958	148955799	1.04
clickbench_q26/duckdb:duckdb	65679077	61354442	1.07
clickbench_q27/duckdb:duckdb	567613072	563272514	1.01
clickbench_q28/duckdb:duckdb	4630087397	4502956936	1.03
clickbench_q29/duckdb:duckdb	53976794	50084970	1.08
clickbench_q30/duckdb:duckdb	294148817	273097322	1.08
clickbench_q31/duckdb:duckdb 🚨	394355673	357789711	1.10
clickbench_q32/duckdb:duckdb	1192250947	1093049484	1.09
clickbench_q33/duckdb:duckdb 🚨	1232585119	1115455241	1.11
clickbench_q34/duckdb:duckdb	1307050692	1190104120	1.10
clickbench_q35/duckdb:duckdb	311231937	296562999	1.05
clickbench_q36/duckdb:duckdb	52175289	48217820	1.08
clickbench_q37/duckdb:duckdb 🚀	30499889	34920559	0.87
clickbench_q38/duckdb:duckdb	35623405	32482621	1.10
clickbench_q39/duckdb:duckdb	83972027	82984681	1.01
clickbench_q40/duckdb:duckdb 🚨	30667282	27529546	1.11
clickbench_q41/duckdb:duckdb 🚨	29695377	26990965	1.10
clickbench_q42/duckdb:duckdb	31679704	29030245	1.09

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	+8.0%	-9.5%	+19.4%	+778.4%	➖ noise
0	duckdb:duckdb	+13.0%	-9.5%	+24.9%	+283.8%	➖ noise
0	duckdb:vortex-file-compressed	-4.8%	-9.5%	+5.3%	+473.3%	➖ noise
1	datafusion:vortex-file-compressed	+1.9%	+2.3%	-0.4%	+24.8%	➖ noise
1	duckdb:duckdb	+8.4%	+2.3%	+6.0%	+54.4%	➖ noise
1	duckdb:vortex-file-compressed	+11.4%	+2.3%	+8.8%	+23.8%	➖ noise
2	datafusion:vortex-file-compressed	+6.3%	+1.2%	+5.1%	+16.9%	➖ noise
2	duckdb:duckdb	+6.3%	+1.2%	+5.1%	+30.8%	➖ noise
2	duckdb:vortex-file-compressed	+14.0%	+1.2%	+12.7%	+14.4%	➖ noise
3	datafusion:vortex-file-compressed	+13.9%	+4.2%	+9.3%	+139.1%	➖ noise
3	duckdb:duckdb	+5.9%	+4.2%	+1.6%	+56.9%	➖ noise
3	duckdb:vortex-file-compressed	+1.3%	+4.2%	-2.8%	+94.3%	➖ noise
4	datafusion:vortex-file-compressed	+17.3%	+9.9%	+6.7%	+11.1%	➖ noise
4	duckdb:duckdb	+4.2%	+9.9%	-5.2%	+11.1%	➖ noise
4	duckdb:vortex-file-compressed	+5.7%	+9.9%	-3.8%	+11.1%	➖ noise
5	datafusion:vortex-file-compressed	+15.2%	+8.6%	+6.0%	+11.1%	➖ noise
5	duckdb:duckdb	+5.6%	+8.6%	-2.8%	+11.1%	➖ noise
5	duckdb:vortex-file-compressed	+15.5%	+8.6%	+6.3%	+11.1%	➖ noise
6	datafusion:vortex-file-compressed	+8.9%	+5.8%	+2.9%	+42.2%	➖ noise
6	duckdb:duckdb	+10.2%	+5.8%	+4.2%	+13.7%	➖ noise
6	duckdb:vortex-file-compressed	+7.8%	+5.8%	+2.0%	+14.9%	➖ noise
7	datafusion:vortex-file-compressed	-5.9%	+7.6%	-12.5%	+27.2%	➖ noise
7	duckdb:duckdb	+7.8%	+7.6%	+0.2%	+11.1%	➖ noise
7	duckdb:vortex-file-compressed	-1.3%	+7.6%	-8.3%	+11.1%	➖ noise
8	datafusion:vortex-file-compressed	+18.5%	+7.6%	+10.1%	+11.1%	➖ noise
8	duckdb:duckdb	+6.3%	+7.6%	-1.2%	+11.1%	➖ noise
8	duckdb:vortex-file-compressed	+4.9%	+7.6%	-2.5%	+11.1%	➖ noise
9	datafusion:vortex-file-compressed	+14.3%	+9.5%	+4.4%	+11.1%	➖ noise
9	duckdb:duckdb	+2.9%	+9.5%	-6.0%	+11.1%	➖ noise
9	duckdb:vortex-file-compressed	+9.1%	+9.5%	-0.4%	+11.1%	➖ noise
10	datafusion:vortex-file-compressed	+17.7%	+10.1%	+6.8%	+11.1%	➖ noise
10	duckdb:duckdb	+7.5%	+10.1%	-2.4%	+11.1%	➖ noise
10	duckdb:vortex-file-compressed	+11.1%	+10.1%	+0.9%	+11.1%	➖ noise
11	datafusion:vortex-file-compressed	+13.6%	+7.6%	+5.7%	+11.8%	➖ noise
11	duckdb:duckdb	+4.2%	+7.6%	-3.1%	+11.1%	➖ noise
11	duckdb:vortex-file-compressed	+9.6%	+7.6%	+1.9%	+11.1%	➖ noise
12	datafusion:vortex-file-compressed	+19.3%	+8.7%	+9.7%	+11.1%	➖ noise
12	duckdb:duckdb	+8.1%	+8.7%	-0.6%	+11.1%	➖ noise
12	duckdb:vortex-file-compressed	+15.5%	+8.7%	+6.2%	+11.9%	➖ noise
13	datafusion:vortex-file-compressed	+21.4%	+7.9%	+12.5%	+11.1%	🚨 regression
13	duckdb:duckdb	+7.1%	+7.9%	-0.7%	+11.1%	➖ noise
13	duckdb:vortex-file-compressed	+12.1%	+7.9%	+3.9%	+11.1%	➖ noise
14	datafusion:vortex-file-compressed	+21.2%	+7.3%	+13.0%	+11.1%	🚨 regression
14	duckdb:duckdb	+7.0%	+7.3%	-0.2%	+11.1%	➖ noise
14	duckdb:vortex-file-compressed	+14.9%	+7.3%	+7.1%	+11.1%	➖ noise
15	datafusion:vortex-file-compressed	+14.7%	+9.6%	+4.7%	+11.1%	➖ noise
15	duckdb:duckdb	+8.2%	+9.6%	-1.3%	+11.1%	➖ noise
15	duckdb:vortex-file-compressed	+6.4%	+9.6%	-2.9%	+11.1%	➖ noise
16	datafusion:vortex-file-compressed	+18.3%	+9.0%	+8.5%	+11.1%	➖ noise
16	duckdb:duckdb	+7.6%	+9.0%	-1.3%	+11.1%	➖ noise
16	duckdb:vortex-file-compressed	+15.1%	+9.0%	+5.6%	+11.1%	➖ noise
17	datafusion:vortex-file-compressed	+18.3%	+13.3%	+4.5%	+11.1%	➖ noise
17	duckdb:duckdb	+8.5%	+13.3%	-4.2%	+11.1%	➖ noise
17	duckdb:vortex-file-compressed	+7.7%	+13.3%	-4.9%	+11.1%	➖ noise
18	datafusion:vortex-file-compressed	+23.1%	+7.5%	+14.5%	+11.1%	🚨 regression
18	duckdb:duckdb	+11.8%	+7.5%	+4.0%	+11.1%	➖ noise
18	duckdb:vortex-file-compressed	+8.6%	+7.5%	+1.0%	+11.1%	➖ noise
19	datafusion:vortex-file-compressed	+19.4%	+6.9%	+11.7%	+26.9%	➖ noise
19	duckdb:duckdb	+6.6%	+6.9%	-0.2%	+16.3%	➖ noise
19	duckdb:vortex-file-compressed	+14.2%	+6.9%	+6.8%	+23.8%	➖ noise
20	datafusion:vortex-file-compressed	+6.9%	+9.5%	-2.3%	+195.2%	➖ noise
20	duckdb:duckdb	-0.7%	+9.5%	-9.3%	+87.4%	➖ noise
20	duckdb:vortex-file-compressed	+3.7%	+9.5%	-5.3%	+71.8%	➖ noise
21	datafusion:vortex-file-compressed	+7.7%	+8.0%	-0.3%	+11.1%	➖ noise
21	duckdb:duckdb	-2.5%	+8.0%	-9.7%	+11.1%	➖ noise
21	duckdb:vortex-file-compressed	+14.2%	+8.0%	+5.7%	+11.1%	➖ noise
22	datafusion:vortex-file-compressed	+14.5%	+6.7%	+7.3%	+12.5%	➖ noise
22	duckdb:duckdb	+8.6%	+6.7%	+1.8%	+43.8%	➖ noise
22	duckdb:vortex-file-compressed	-12.7%	+6.7%	-18.2%	+11.1%	✅ faster
23	datafusion:vortex-file-compressed	+15.8%	+8.9%	+6.3%	+44.5%	➖ noise
23	duckdb:duckdb	+5.4%	+8.9%	-3.2%	+11.1%	➖ noise
23	duckdb:vortex-file-compressed	+20.9%	+8.9%	+10.9%	+19.8%	➖ noise
24	datafusion:vortex-file-compressed	+6.7%	+2.5%	+4.0%	+18.1%	➖ noise
24	duckdb:duckdb	+6.3%	+2.5%	+3.7%	+39.3%	➖ noise
24	duckdb:vortex-file-compressed	+12.3%	+2.5%	+9.6%	+19.4%	➖ noise
25	datafusion:vortex-file-compressed	+8.4%	+5.7%	+2.6%	+11.1%	➖ noise
25	duckdb:duckdb	+3.9%	+5.7%	-1.6%	+11.1%	➖ noise
25	duckdb:vortex-file-compressed	+13.9%	+5.7%	+7.8%	+11.9%	➖ noise
26	datafusion:vortex-file-compressed	+15.6%	+4.7%	+10.4%	+12.9%	➖ noise
26	duckdb:duckdb	+7.0%	+4.7%	+2.2%	+11.1%	➖ noise
26	duckdb:vortex-file-compressed	+15.5%	+4.7%	+10.3%	+18.3%	➖ noise
27	datafusion:vortex-file-compressed	+5.2%	+5.1%	+0.1%	+11.1%	➖ noise
27	duckdb:duckdb	+0.8%	+5.1%	-4.1%	+11.1%	➖ noise
27	duckdb:vortex-file-compressed	+9.3%	+5.1%	+4.0%	+11.1%	➖ noise
28	datafusion:vortex-file-compressed	+2.3%	+3.6%	-1.3%	+11.1%	➖ noise
28	duckdb:duckdb	+2.8%	+3.6%	-0.8%	+11.1%	➖ noise
28	duckdb:vortex-file-compressed	+2.5%	+3.6%	-1.1%	+14.9%	➖ noise
29	datafusion:vortex-file-compressed	+2.4%	+6.8%	-4.1%	+13.3%	➖ noise
29	duckdb:duckdb	+7.8%	+6.8%	+0.9%	+11.1%	➖ noise
29	duckdb:vortex-file-compressed	+12.0%	+6.8%	+4.8%	+31.8%	➖ noise
30	datafusion:vortex-file-compressed	+22.2%	+7.8%	+13.4%	+11.1%	🚨 regression
30	duckdb:duckdb	+7.7%	+7.8%	-0.1%	+11.1%	➖ noise
30	duckdb:vortex-file-compressed	+10.2%	+7.8%	+2.3%	+11.1%	➖ noise
31	datafusion:vortex-file-compressed	+17.3%	+10.0%	+6.7%	+11.1%	➖ noise
31	duckdb:duckdb	+10.2%	+10.0%	+0.2%	+11.1%	➖ noise
31	duckdb:vortex-file-compressed	+12.1%	+10.0%	+1.9%	+11.1%	➖ noise
32	datafusion:vortex-file-compressed	+23.7%	+13.9%	+8.6%	+11.1%	➖ noise
32	duckdb:duckdb	+9.1%	+13.9%	-4.3%	+11.1%	➖ noise
32	duckdb:vortex-file-compressed	+7.7%	+13.9%	-5.5%	+11.1%	➖ noise
33	datafusion:vortex-file-compressed	+14.8%	+12.1%	+2.4%	+11.1%	➖ noise
33	duckdb:duckdb	+10.5%	+12.1%	-1.5%	+11.1%	➖ noise
33	duckdb:vortex-file-compressed	+12.2%	+12.1%	+0.0%	+17.3%	➖ noise
34	datafusion:vortex-file-compressed	+14.7%	+11.5%	+2.9%	+11.1%	➖ noise
34	duckdb:duckdb	+9.8%	+11.5%	-1.5%	+11.1%	➖ noise
34	duckdb:vortex-file-compressed	+10.8%	+11.5%	-0.6%	+11.1%	➖ noise
35	datafusion:vortex-file-compressed	+10.3%	+9.6%	+0.6%	+11.1%	➖ noise
35	duckdb:duckdb	+4.9%	+9.6%	-4.3%	+11.1%	➖ noise
35	duckdb:vortex-file-compressed	+5.3%	+9.6%	-4.0%	+11.1%	➖ noise
36	datafusion:vortex-file-compressed	+19.0%	+15.4%	+3.1%	+11.4%	➖ noise
36	duckdb:duckdb	+8.2%	+15.4%	-6.3%	+19.3%	➖ noise
36	duckdb:vortex-file-compressed	+13.2%	+15.4%	-1.9%	+11.1%	➖ noise
37	datafusion:vortex-file-compressed	+28.1%	+10.8%	+15.6%	+16.7%	➖ noise
37	duckdb:duckdb	-12.7%	+10.8%	-21.2%	+11.1%	✅ faster
37	duckdb:vortex-file-compressed	+21.0%	+10.8%	+9.2%	+19.5%	➖ noise
38	datafusion:vortex-file-compressed	+14.1%	+5.1%	+8.5%	+11.1%	➖ noise
38	duckdb:duckdb	+9.7%	+5.1%	+4.3%	+11.1%	➖ noise
38	duckdb:vortex-file-compressed	+15.3%	+5.1%	+9.7%	+12.0%	➖ noise
39	datafusion:vortex-file-compressed	+11.5%	+16.5%	-4.3%	+11.9%	➖ noise
39	duckdb:duckdb	+1.2%	+16.5%	-13.2%	+14.3%	✅ faster
39	duckdb:vortex-file-compressed	+12.1%	+16.5%	-3.8%	+11.1%	➖ noise
40	datafusion:vortex-file-compressed	+11.3%	+4.5%	+6.5%	+11.1%	➖ noise
40	duckdb:duckdb	+11.4%	+4.5%	+6.6%	+11.1%	➖ noise
40	duckdb:vortex-file-compressed	+24.8%	+4.5%	+19.4%	+15.3%	🚨 regression
41	datafusion:vortex-file-compressed	+17.9%	+11.3%	+5.9%	+11.1%	➖ noise
41	duckdb:duckdb	+10.0%	+11.3%	-1.2%	+11.1%	➖ noise
41	duckdb:vortex-file-compressed	+8.5%	+11.3%	-2.5%	+11.1%	➖ noise
42	datafusion:vortex-file-compressed	+4.5%	+10.3%	-5.3%	+12.0%	➖ noise
42	duckdb:duckdb	+9.1%	+10.3%	-1.1%	+11.1%	➖ noise
42	duckdb:vortex-file-compressed	+11.1%	+10.3%	+0.7%	+14.3%	➖ noise

github-actions · 2026-05-27T15:37:57Z

File Sizes: Clickbench on NVME

File Size Changes (184 files changed, -0.5% overall, 40↑ 144↓)

File	Scale	Format	Base	HEAD	Change	%
hits_16.vortex	1.0	vortex-compact	48.30 MB	48.35 MB	+50.33 KB	+0.1%
hits_33.vortex	1.0	vortex-compact	35.95 MB	35.97 MB	+27.05 KB	+0.1%
hits_66.vortex	1.0	vortex-compact	53.49 MB	53.53 MB	+38.77 KB	+0.1%
hits_77.vortex	1.0	vortex-compact	118.11 MB	118.17 MB	+61.56 KB	+0.1%
hits_72.vortex	1.0	vortex-compact	51.79 MB	51.81 MB	+25.11 KB	+0.0%
hits_88.vortex	1.0	vortex-compact	73.31 MB	73.35 MB	+35.17 KB	+0.0%
hits_61.vortex	1.0	vortex-compact	57.66 MB	57.69 MB	+24.13 KB	+0.0%
hits_56.vortex	1.0	vortex-compact	77.87 MB	77.90 MB	+26.34 KB	+0.0%
hits_93.vortex	1.0	vortex-compact	58.90 MB	58.92 MB	+16.41 KB	+0.0%
hits_18.vortex	1.0	vortex-compact	64.28 MB	64.30 MB	+15.91 KB	+0.0%
hits_15.vortex	1.0	vortex-compact	48.14 MB	48.15 MB	+10.24 KB	+0.0%
hits_23.vortex	1.0	vortex-compact	44.17 MB	44.18 MB	+7.70 KB	+0.0%
hits_37.vortex	1.0	vortex-compact	53.83 MB	53.84 MB	+7.79 KB	+0.0%
hits_12.vortex	1.0	vortex-compact	69.27 MB	69.28 MB	+9.11 KB	+0.0%
hits_69.vortex	1.0	vortex-compact	81.02 MB	81.03 MB	+6.95 KB	+0.0%
hits_70.vortex	1.0	vortex-compact	61.29 MB	61.29 MB	+5.18 KB	+0.0%
hits_25.vortex	1.0	vortex-compact	73.14 MB	73.14 MB	+5.82 KB	+0.0%
hits_36.vortex	1.0	vortex-compact	48.99 MB	49.00 MB	+3.70 KB	+0.0%
hits_73.vortex	1.0	vortex-compact	70.04 MB	70.04 MB	+4.20 KB	+0.0%
hits_29.vortex	1.0	vortex-compact	36.61 MB	36.61 MB	+1.58 KB	+0.0%
hits_81.vortex	1.0	vortex-compact	65.45 MB	65.45 MB	+2.82 KB	+0.0%
hits_28.vortex	1.0	vortex-compact	70.27 MB	70.28 MB	+2.71 KB	+0.0%
hits_27.vortex	1.0	vortex-compact	69.88 MB	69.89 MB	+2.10 KB	+0.0%
hits_24.vortex	1.0	vortex-compact	43.63 MB	43.63 MB	+1.20 KB	+0.0%
hits_17.vortex	1.0	vortex-compact	58.32 MB	58.32 MB	+1.52 KB	+0.0%
hits_63.vortex	1.0	vortex-compact	46.10 MB	46.10 MB	+1.05 KB	+0.0%
hits_62.vortex	1.0	vortex-compact	74.26 MB	74.26 MB	+1000 B	+0.0%
hits_26.vortex	1.0	vortex-compact	70.89 MB	70.89 MB	+928 B	+0.0%
hits_43.vortex	1.0	vortex-compact	168.91 MB	168.91 MB	+1.79 KB	+0.0%
hits_38.vortex	1.0	vortex-compact	63.10 MB	63.10 MB	+640 B	+0.0%
hits_11.vortex	1.0	vortex-compact	54.35 MB	54.35 MB	+496 B	+0.0%
hits_74.vortex	1.0	vortex-compact	71.62 MB	71.62 MB	+640 B	+0.0%
hits_2.vortex	1.0	vortex-compact	129.36 MB	129.36 MB	+1.01 KB	+0.0%
hits_4.vortex	1.0	vortex-compact	71.81 MB	71.81 MB	+424 B	+0.0%
hits_14.vortex	1.0	vortex-compact	73.75 MB	73.75 MB	+424 B	+0.0%
hits_40.vortex	1.0	vortex-compact	75.92 MB	75.92 MB	+344 B	+0.0%
hits_80.vortex	1.0	vortex-compact	68.07 MB	68.07 MB	+264 B	+0.0%
hits_42.vortex	1.0	vortex-compact	164.22 MB	164.22 MB	+424 B	+0.0%
hits_90.vortex	1.0	vortex-compact	81.86 MB	81.86 MB	+48 B	+0.0%
hits_57.vortex	1.0	vortex-compact	83.54 MB	83.54 MB	+48 B	+0.0%
hits_94.vortex	1.0	vortex-compact	90.63 MB	90.63 MB	848 B	-0.0%
hits_41.vortex	1.0	vortex-compact	165.78 MB	165.77 MB	5.24 KB	-0.0%
hits_96.vortex	1.0	vortex-compact	91.08 MB	91.08 MB	3.23 KB	-0.0%
hits_71.vortex	1.0	vortex-compact	69.29 MB	69.29 MB	3.05 KB	-0.0%
hits_86.vortex	1.0	vortex-compact	48.25 MB	48.24 MB	2.91 KB	-0.0%
hits_87.vortex	1.0	vortex-compact	119.04 MB	119.04 MB	7.34 KB	-0.0%
hits_55.vortex	1.0	vortex-compact	93.77 MB	93.76 MB	6.10 KB	-0.0%
hits_92.vortex	1.0	vortex-compact	94.27 MB	94.27 MB	6.19 KB	-0.0%
hits_99.vortex	1.0	vortex-compact	77.31 MB	77.31 MB	5.10 KB	-0.0%
hits_3.vortex	1.0	vortex-compact	94.23 MB	94.22 MB	6.32 KB	-0.0%
hits_44.vortex	1.0	vortex-compact	132.46 MB	132.45 MB	10.34 KB	-0.0%
hits_98.vortex	1.0	vortex-compact	72.77 MB	72.76 MB	6.63 KB	-0.0%
hits_85.vortex	1.0	vortex-compact	52.73 MB	52.73 MB	5.23 KB	-0.0%
hits_65.vortex	1.0	vortex-compact	129.95 MB	129.92 MB	20.90 KB	-0.0%
hits_97.vortex	1.0	vortex-compact	69.16 MB	69.15 MB	11.48 KB	-0.0%
hits_91.vortex	1.0	vortex-compact	60.94 MB	60.93 MB	10.86 KB	-0.0%
hits_35.vortex	1.0	vortex-compact	75.11 MB	75.10 MB	16.30 KB	-0.0%
hits_31.vortex	1.0	vortex-compact	55.56 MB	55.54 MB	13.93 KB	-0.0%
hits_79.vortex	1.0	vortex-compact	85.70 MB	85.68 MB	25.80 KB	-0.0%
hits_50.vortex	1.0	vortex-compact	113.12 MB	113.08 MB	35.12 KB	-0.0%
hits_52.vortex	1.0	vortex-compact	63.73 MB	63.71 MB	20.70 KB	-0.0%
hits_84.vortex	1.0	vortex-compact	73.14 MB	73.11 MB	24.63 KB	-0.0%
hits_39.vortex	1.0	vortex-compact	49.82 MB	49.80 MB	17.38 KB	-0.0%
hits_83.vortex	1.0	vortex-compact	52.57 MB	52.56 MB	18.79 KB	-0.0%
hits_95.vortex	1.0	vortex-compact	57.75 MB	57.73 MB	21.18 KB	-0.0%
hits_89.vortex	1.0	vortex-compact	112.82 MB	112.77 MB	44.27 KB	-0.0%
hits_76.vortex	1.0	vortex-compact	76.44 MB	76.41 MB	30.84 KB	-0.0%
hits_68.vortex	1.0	vortex-compact	75.99 MB	75.96 MB	30.72 KB	-0.0%
hits_78.vortex	1.0	vortex-compact	97.87 MB	97.83 MB	42.37 KB	-0.0%
hits_64.vortex	1.0	vortex-compact	53.91 MB	53.89 MB	23.56 KB	-0.0%
hits_60.vortex	1.0	vortex-compact	64.33 MB	64.30 MB	28.95 KB	-0.0%
hits_49.vortex	1.0	vortex-compact	50.53 MB	50.51 MB	23.61 KB	-0.0%
hits_59.vortex	1.0	vortex-compact	66.30 MB	66.27 MB	32.66 KB	-0.0%
hits_54.vortex	1.0	vortex-compact	117.66 MB	117.60 MB	66.99 KB	-0.1%
hits_46.vortex	1.0	vortex-compact	41.92 MB	41.89 MB	28.55 KB	-0.1%
hits_21.vortex	1.0	vortex-compact	51.60 MB	51.56 MB	36.25 KB	-0.1%
hits_22.vortex	1.0	vortex-compact	44.74 MB	44.71 MB	31.66 KB	-0.1%
hits_82.vortex	1.0	vortex-compact	66.89 MB	66.84 MB	47.48 KB	-0.1%
hits_0.vortex	1.0	vortex-compact	58.66 MB	58.61 MB	44.34 KB	-0.1%
hits_51.vortex	1.0	vortex-compact	167.81 MB	167.67 MB	140.59 KB	-0.1%
hits_45.vortex	1.0	vortex-compact	76.07 MB	76.00 MB	73.33 KB	-0.1%
hits_20.vortex	1.0	vortex-compact	38.14 MB	38.10 MB	39.04 KB	-0.1%
hits_19.vortex	1.0	vortex-compact	44.88 MB	44.81 MB	69.48 KB	-0.2%
hits_54.vortex	1.0	vortex-file-compressed	361.83 MB	361.05 MB	795.97 KB	-0.2%
hits_78.vortex	1.0	vortex-file-compressed	238.59 MB	237.97 MB	634.10 KB	-0.3%
hits_55.vortex	1.0	vortex-file-compressed	251.56 MB	250.85 MB	727.37 KB	-0.3%
hits_89.vortex	1.0	vortex-file-compressed	266.01 MB	265.21 MB	820.84 KB	-0.3%
hits_1.vortex	1.0	vortex-file-compressed	181.16 MB	180.56 MB	613.62 KB	-0.3%
hits_51.vortex	1.0	vortex-file-compressed	428.84 MB	427.27 MB	1.56 MB	-0.4%
hits_50.vortex	1.0	vortex-file-compressed	255.24 MB	254.30 MB	960.34 KB	-0.4%
hits_18.vortex	1.0	vortex-file-compressed	126.06 MB	125.57 MB	498.24 KB	-0.4%
hits_0.vortex	1.0	vortex-file-compressed	112.17 MB	111.74 MB	444.45 KB	-0.4%
hits_67.vortex	1.0	vortex-file-compressed	265.94 MB	264.89 MB	1.05 MB	-0.4%
hits_68.vortex	1.0	vortex-file-compressed	172.16 MB	171.48 MB	703.89 KB	-0.4%
hits_92.vortex	1.0	vortex-file-compressed	196.47 MB	195.68 MB	807.55 KB	-0.4%
hits_47.vortex	1.0	vortex-file-compressed	41.86 MB	41.68 MB	177.05 KB	-0.4%
hits_60.vortex	1.0	vortex-file-compressed	121.19 MB	120.66 MB	542.58 KB	-0.4%
hits_58.vortex	1.0	vortex-file-compressed	113.78 MB	113.27 MB	519.38 KB	-0.4%
hits_27.vortex	1.0	vortex-file-compressed	174.61 MB	173.82 MB	809.73 KB	-0.5%
hits_96.vortex	1.0	vortex-file-compressed	180.76 MB	179.86 MB	914.75 KB	-0.5%
hits_79.vortex	1.0	vortex-file-compressed	204.16 MB	203.13 MB	1.03 MB	-0.5%
hits_28.vortex	1.0	vortex-file-compressed	167.55 MB	166.70 MB	874.74 KB	-0.5%
hits_98.vortex	1.0	vortex-file-compressed	150.55 MB	149.78 MB	786.17 KB	-0.5%
hits_56.vortex	1.0	vortex-file-compressed	163.76 MB	162.90 MB	873.32 KB	-0.5%
hits_94.vortex	1.0	vortex-file-compressed	185.12 MB	184.16 MB	989.23 KB	-0.5%
hits_3.vortex	1.0	vortex-file-compressed	193.11 MB	192.08 MB	1.03 MB	-0.5%
hits_81.vortex	1.0	vortex-file-compressed	126.55 MB	125.87 MB	695.97 KB	-0.5%
hits_2.vortex	1.0	vortex-file-compressed	241.46 MB	240.14 MB	1.31 MB	-0.5%
hits_91.vortex	1.0	vortex-file-compressed	116.23 MB	115.60 MB	649.37 KB	-0.5%
hits_90.vortex	1.0	vortex-file-compressed	204.12 MB	202.99 MB	1.13 MB	-0.6%
hits_10.vortex	1.0	vortex-file-compressed	81.76 MB	81.30 MB	466.49 KB	-0.6%
hits_99.vortex	1.0	vortex-file-compressed	158.88 MB	157.99 MB	907.18 KB	-0.6%
hits_8.vortex	1.0	vortex-file-compressed	122.86 MB	122.17 MB	704.96 KB	-0.6%
hits_5.vortex	1.0	vortex-file-compressed	122.64 MB	121.93 MB	731.02 KB	-0.6%
hits_36.vortex	1.0	vortex-file-compressed	80.27 MB	79.79 MB	495.09 KB	-0.6%
hits_9.vortex	1.0	vortex-file-compressed	124.22 MB	123.45 MB	782.62 KB	-0.6%
hits_7.vortex	1.0	vortex-file-compressed	123.82 MB	123.04 MB	792.30 KB	-0.6%
hits_4.vortex	1.0	vortex-file-compressed	138.86 MB	137.98 MB	900.84 KB	-0.6%
hits_65.vortex	1.0	vortex-file-compressed	238.05 MB	236.53 MB	1.52 MB	-0.6%
hits_77.vortex	1.0	vortex-file-compressed	218.96 MB	217.56 MB	1.40 MB	-0.6%
hits_86.vortex	1.0	vortex-file-compressed	81.40 MB	80.88 MB	534.07 KB	-0.6%
hits_6.vortex	1.0	vortex-file-compressed	122.86 MB	122.07 MB	811.68 KB	-0.6%
hits_62.vortex	1.0	vortex-file-compressed	148.36 MB	147.39 MB	994.16 KB	-0.7%
hits_35.vortex	1.0	vortex-file-compressed	138.81 MB	137.89 MB	933.59 KB	-0.7%
hits_70.vortex	1.0	vortex-file-compressed	115.14 MB	114.38 MB	777.80 KB	-0.7%
hits_75.vortex	1.0	vortex-file-compressed	74.18 MB	73.68 MB	514.61 KB	-0.7%
hits_14.vortex	1.0	vortex-file-compressed	135.14 MB	134.22 MB	946.91 KB	-0.7%
hits_43.vortex	1.0	vortex-file-compressed	305.71 MB	303.58 MB	2.14 MB	-0.7%
hits_44.vortex	1.0	vortex-file-compressed	243.64 MB	241.94 MB	1.71 MB	-0.7%
hits_71.vortex	1.0	vortex-file-compressed	126.41 MB	125.52 MB	908.05 KB	-0.7%
hits_83.vortex	1.0	vortex-file-compressed	103.72 MB	102.99 MB	746.19 KB	-0.7%
hits_48.vortex	1.0	vortex-file-compressed	28.53 MB	28.32 MB	206.27 KB	-0.7%
hits_87.vortex	1.0	vortex-file-compressed	221.68 MB	220.08 MB	1.60 MB	-0.7%
hits_57.vortex	1.0	vortex-file-compressed	158.37 MB	157.23 MB	1.15 MB	-0.7%
hits_95.vortex	1.0	vortex-file-compressed	114.33 MB	113.50 MB	851.08 KB	-0.7%
hits_59.vortex	1.0	vortex-file-compressed	121.84 MB	120.95 MB	913.71 KB	-0.7%
hits_97.vortex	1.0	vortex-file-compressed	130.96 MB	130.00 MB	984.11 KB	-0.7%
hits_42.vortex	1.0	vortex-file-compressed	298.79 MB	296.59 MB	2.20 MB	-0.7%
hits_17.vortex	1.0	vortex-file-compressed	103.64 MB	102.87 MB	781.46 KB	-0.7%
hits_41.vortex	1.0	vortex-file-compressed	300.49 MB	298.28 MB	2.21 MB	-0.7%
hits_40.vortex	1.0	vortex-file-compressed	142.99 MB	141.94 MB	1.06 MB	-0.7%
hits_49.vortex	1.0	vortex-file-compressed	88.67 MB	88.01 MB	681.11 KB	-0.8%
hits_63.vortex	1.0	vortex-file-compressed	80.62 MB	80.01 MB	625.30 KB	-0.8%
hits_11.vortex	1.0	vortex-file-compressed	96.07 MB	95.34 MB	747.26 KB	-0.8%
hits_74.vortex	1.0	vortex-file-compressed	152.12 MB	150.96 MB	1.16 MB	-0.8%
hits_88.vortex	1.0	vortex-file-compressed	137.34 MB	136.27 MB	1.07 MB	-0.8%
hits_26.vortex	1.0	vortex-file-compressed	144.05 MB	142.91 MB	1.14 MB	-0.8%
hits_19.vortex	1.0	vortex-file-compressed	82.10 MB	81.45 MB	670.86 KB	-0.8%
hits_73.vortex	1.0	vortex-file-compressed	131.83 MB	130.76 MB	1.07 MB	-0.8%
hits_12.vortex	1.0	vortex-file-compressed	125.34 MB	124.32 MB	1.02 MB	-0.8%
hits_25.vortex	1.0	vortex-file-compressed	137.01 MB	135.87 MB	1.13 MB	-0.8%
hits_30.vortex	1.0	vortex-file-compressed	104.00 MB	103.13 MB	889.26 KB	-0.8%
hits_38.vortex	1.0	vortex-file-compressed	118.43 MB	117.42 MB	1.01 MB	-0.8%
hits_31.vortex	1.0	vortex-file-compressed	104.39 MB	103.50 MB	911.80 KB	-0.9%
hits_84.vortex	1.0	vortex-file-compressed	145.05 MB	143.80 MB	1.25 MB	-0.9%
hits_93.vortex	1.0	vortex-file-compressed	107.66 MB	106.73 MB	952.38 KB	-0.9%
hits_64.vortex	1.0	vortex-file-compressed	95.27 MB	94.45 MB	845.59 KB	-0.9%
hits_69.vortex	1.0	vortex-file-compressed	147.61 MB	146.33 MB	1.28 MB	-0.9%
hits_34.vortex	1.0	vortex-file-compressed	111.68 MB	110.70 MB	1009.22 KB	-0.9%
hits_29.vortex	1.0	vortex-file-compressed	65.47 MB	64.89 MB	596.88 KB	-0.9%
hits_66.vortex	1.0	vortex-file-compressed	105.34 MB	104.39 MB	969.60 KB	-0.9%
hits_32.vortex	1.0	vortex-file-compressed	77.12 MB	76.41 MB	720.57 KB	-0.9%
hits_80.vortex	1.0	vortex-file-compressed	124.24 MB	123.09 MB	1.15 MB	-0.9%
hits_85.vortex	1.0	vortex-file-compressed	106.37 MB	105.37 MB	1020.95 KB	-0.9%
hits_37.vortex	1.0	vortex-file-compressed	97.54 MB	96.62 MB	943.88 KB	-0.9%
hits_46.vortex	1.0	vortex-file-compressed	80.32 MB	79.56 MB	781.84 KB	-1.0%
hits_20.vortex	1.0	vortex-file-compressed	67.53 MB	66.89 MB	662.15 KB	-1.0%
hits_13.vortex	1.0	vortex-file-compressed	123.20 MB	121.99 MB	1.22 MB	-1.0%
hits_76.vortex	1.0	vortex-file-compressed	140.05 MB	138.65 MB	1.39 MB	-1.0%
hits_52.vortex	1.0	vortex-file-compressed	120.78 MB	119.55 MB	1.23 MB	-1.0%
hits_16.vortex	1.0	vortex-file-compressed	87.59 MB	86.67 MB	943.01 KB	-1.1%
hits_45.vortex	1.0	vortex-file-compressed	145.48 MB	143.94 MB	1.53 MB	-1.1%
hits_72.vortex	1.0	vortex-file-compressed	96.27 MB	95.22 MB	1.06 MB	-1.1%
hits_39.vortex	1.0	vortex-file-compressed	94.06 MB	93.00 MB	1.05 MB	-1.1%
hits_33.vortex	1.0	vortex-file-compressed	62.97 MB	62.23 MB	749.52 KB	-1.2%
hits_82.vortex	1.0	vortex-file-compressed	122.77 MB	121.32 MB	1.45 MB	-1.2%
hits_61.vortex	1.0	vortex-file-compressed	114.43 MB	113.08 MB	1.35 MB	-1.2%
hits_53.vortex	1.0	vortex-file-compressed	98.26 MB	97.08 MB	1.18 MB	-1.2%
hits_15.vortex	1.0	vortex-file-compressed	97.01 MB	95.80 MB	1.21 MB	-1.2%
hits_21.vortex	1.0	vortex-file-compressed	101.28 MB	99.99 MB	1.29 MB	-1.3%
hits_24.vortex	1.0	vortex-file-compressed	79.71 MB	78.32 MB	1.39 MB	-1.7%
hits_23.vortex	1.0	vortex-file-compressed	80.37 MB	78.73 MB	1.64 MB	-2.0%
hits_22.vortex	1.0	vortex-file-compressed	81.17 MB	79.30 MB	1.87 MB	-2.3%
duckdb.db	1.0	vortex-compact	268.00 KB	0 B	268.00 KB	-100.0%

Totals:

vortex-compact: 7.06 GB → 7.06 GB (-0.0%)
vortex-file-compressed: 14.01 GB → 13.92 GB (-0.7%)

github-actions · 2026-05-27T15:38:55Z

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -10.0%
Vortex (geomean): 0.927x ➖
Parquet (geomean): 1.029x ➖
Shifts: Parquet (control) +2.9% · Median polish -2.4%

datafusion / vortex-file-compressed (0.828x ➖, 9↑ 4↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 🚀	327775965	496940028	0.66
tpch_q02/datafusion:vortex-file-compressed 🚨	677610532	500063845	1.36
tpch_q03/datafusion:vortex-file-compressed	480488050	459744515	1.05
tpch_q04/datafusion:vortex-file-compressed 🚨	371118543	283822855	1.31
tpch_q05/datafusion:vortex-file-compressed 🚀	535521438	785543514	0.68
tpch_q06/datafusion:vortex-file-compressed	375605680	489662099	0.77
tpch_q07/datafusion:vortex-file-compressed 🚀	456289089	689181115	0.66
tpch_q08/datafusion:vortex-file-compressed	801991005	759775741	1.06
tpch_q09/datafusion:vortex-file-compressed	560730568	683751414	0.82
tpch_q10/datafusion:vortex-file-compressed	524373889	620220291	0.85
tpch_q11/datafusion:vortex-file-compressed 🚀	307960647	501019762	0.61
tpch_q12/datafusion:vortex-file-compressed	496603982	501917272	0.99
tpch_q13/datafusion:vortex-file-compressed 🚀	154711866	245089864	0.63
tpch_q14/datafusion:vortex-file-compressed	257317823	308307909	0.83
tpch_q15/datafusion:vortex-file-compressed 🚀	412327147	716159360	0.58
tpch_q16/datafusion:vortex-file-compressed	204988495	221549114	0.93
tpch_q17/datafusion:vortex-file-compressed 🚀	496514396	724623800	0.69
tpch_q18/datafusion:vortex-file-compressed 🚀	366062328	827887278	0.44
tpch_q19/datafusion:vortex-file-compressed 🚀	474372765	752598045	0.63
tpch_q20/datafusion:vortex-file-compressed	408450297	486150303	0.84
tpch_q21/datafusion:vortex-file-compressed 🚨	905930041	682634840	1.33
tpch_q22/datafusion:vortex-file-compressed 🚨	187130895	133788850	1.40

datafusion / vortex-compact (1.016x ➖, 1↑ 3↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	255897034	248357413	1.03
tpch_q02/datafusion:vortex-compact	460164744	450577718	1.02
tpch_q03/datafusion:vortex-compact	386528288	385846283	1.00
tpch_q04/datafusion:vortex-compact	232207590	247873889	0.94
tpch_q05/datafusion:vortex-compact	612645058	481212313	1.27
tpch_q06/datafusion:vortex-compact 🚨	434343871	332793510	1.31
tpch_q07/datafusion:vortex-compact	519298511	490168694	1.06
tpch_q08/datafusion:vortex-compact	745061257	692674790	1.08
tpch_q09/datafusion:vortex-compact	556923125	459175689	1.21
tpch_q10/datafusion:vortex-compact	706522465	612609107	1.15
tpch_q11/datafusion:vortex-compact	324350906	386169793	0.84
tpch_q12/datafusion:vortex-compact	604422879	784684569	0.77
tpch_q13/datafusion:vortex-compact	193898343	256394874	0.76
tpch_q14/datafusion:vortex-compact	333370352	332281659	1.00
tpch_q15/datafusion:vortex-compact 🚨	721942654	446554320	1.62
tpch_q16/datafusion:vortex-compact	268629799	216948200	1.24
tpch_q17/datafusion:vortex-compact	518468975	619940688	0.84
tpch_q18/datafusion:vortex-compact 🚀	331645431	492810046	0.67
tpch_q19/datafusion:vortex-compact	611523272	775493937	0.79
tpch_q20/datafusion:vortex-compact	525098069	570761449	0.92
tpch_q21/datafusion:vortex-compact	671798896	701590988	0.96
tpch_q22/datafusion:vortex-compact 🚨	189091343	134894737	1.40

datafusion / parquet (1.068x ➖, 0↑ 5↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚨	311524736	230960685	1.35
tpch_q02/datafusion:parquet	403831024	411475430	0.98
tpch_q03/datafusion:parquet	348466417	383115542	0.91
tpch_q04/datafusion:parquet	244144413	238237883	1.02
tpch_q05/datafusion:parquet	551869922	632744613	0.87
tpch_q06/datafusion:parquet	148911746	164746826	0.90
tpch_q07/datafusion:parquet	585007438	456303639	1.28
tpch_q08/datafusion:parquet	632807579	564656632	1.12
tpch_q09/datafusion:parquet	583483871	522003254	1.12
tpch_q10/datafusion:parquet 🚨	683793749	514160150	1.33
tpch_q11/datafusion:parquet	407754181	357021219	1.14
tpch_q12/datafusion:parquet	287307254	258022854	1.11
tpch_q13/datafusion:parquet	443539887	466501870	0.95
tpch_q14/datafusion:parquet 🚨	243881330	167866930	1.45
tpch_q15/datafusion:parquet 🚨	470737563	281547379	1.67
tpch_q16/datafusion:parquet 🚨	266149710	165862565	1.60
tpch_q17/datafusion:parquet	465401525	424768876	1.10
tpch_q18/datafusion:parquet	512418036	667766254	0.77
tpch_q19/datafusion:parquet	334926349	376687663	0.89
tpch_q20/datafusion:parquet	306988306	351586180	0.87
tpch_q21/datafusion:parquet	494138801	580284814	0.85
tpch_q22/datafusion:parquet	139471404	176758527	0.79

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

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	274135722	296411683	0.92
tpch_q02/duckdb:vortex-file-compressed	1078322167	1117382007	0.97
tpch_q03/duckdb:vortex-file-compressed	790143621	786628356	1.00
tpch_q04/duckdb:vortex-file-compressed	431361589	490314868	0.88
tpch_q05/duckdb:vortex-file-compressed	916412131	1073567090	0.85
tpch_q06/duckdb:vortex-file-compressed	370144560	409917419	0.90
tpch_q07/duckdb:vortex-file-compressed	963425573	1131933985	0.85
tpch_q08/duckdb:vortex-file-compressed	1104109965	1110598675	0.99
tpch_q09/duckdb:vortex-file-compressed	1036986179	1085720998	0.96
tpch_q10/duckdb:vortex-file-compressed	838952127	956429542	0.88
tpch_q11/duckdb:vortex-file-compressed	520001150	605828726	0.86
tpch_q12/duckdb:vortex-file-compressed	727285368	717871896	1.01
tpch_q13/duckdb:vortex-file-compressed	479048640	571525499	0.84
tpch_q14/duckdb:vortex-file-compressed	419951527	494896310	0.85
tpch_q15/duckdb:vortex-file-compressed	280798172	374623224	0.75
tpch_q16/duckdb:vortex-file-compressed	379679338	380175198	1.00
tpch_q17/duckdb:vortex-file-compressed	888011735	989247865	0.90
tpch_q18/duckdb:vortex-file-compressed	674812233	697231595	0.97
tpch_q19/duckdb:vortex-file-compressed	540809491	596790943	0.91
tpch_q20/duckdb:vortex-file-compressed	923678196	1120452390	0.82
tpch_q21/duckdb:vortex-file-compressed	1102919500	1194244600	0.92
tpch_q22/duckdb:vortex-file-compressed	337956514	342748289	0.99

duckdb / vortex-compact (0.966x ➖, 0↑ 1↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	319595928	426583563	0.75
tpch_q02/duckdb:vortex-compact	928027283	1091834874	0.85
tpch_q03/duckdb:vortex-compact	689541529	793836353	0.87
tpch_q04/duckdb:vortex-compact	446703033	381016198	1.17
tpch_q05/duckdb:vortex-compact	938943382	853054931	1.10
tpch_q06/duckdb:vortex-compact	412385415	382909026	1.08
tpch_q07/duckdb:vortex-compact	979114817	1039495867	0.94
tpch_q08/duckdb:vortex-compact	1054534352	966399652	1.09
tpch_q09/duckdb:vortex-compact	1083761740	1179259868	0.92
tpch_q10/duckdb:vortex-compact	734782363	723161757	1.02
tpch_q11/duckdb:vortex-compact	540584712	548434414	0.99
tpch_q12/duckdb:vortex-compact	653655672	744007460	0.88
tpch_q13/duckdb:vortex-compact 🚨	497600468	372862623	1.33
tpch_q14/duckdb:vortex-compact	465696130	496672490	0.94
tpch_q15/duckdb:vortex-compact	375676783	370249668	1.01
tpch_q16/duckdb:vortex-compact	362609946	351286343	1.03
tpch_q17/duckdb:vortex-compact	776985902	891036000	0.87
tpch_q18/duckdb:vortex-compact	460323638	563739071	0.82
tpch_q19/duckdb:vortex-compact	545359973	539762844	1.01
tpch_q20/duckdb:vortex-compact	899241502	981144699	0.92
tpch_q21/duckdb:vortex-compact	1256621715	1314027153	0.96
tpch_q22/duckdb:vortex-compact	298855010	339426313	0.88

duckdb / parquet (0.991x ➖, 0↑ 0↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	543655174	523195252	1.04
tpch_q02/duckdb:parquet	1278406418	1193410797	1.07
tpch_q03/duckdb:parquet	1097757657	1120476326	0.98
tpch_q04/duckdb:parquet	730660697	773103610	0.95
tpch_q05/duckdb:parquet	1421134572	1463345883	0.97
tpch_q06/duckdb:parquet	488521923	478469871	1.02
tpch_q07/duckdb:parquet	1303853470	1423185077	0.92
tpch_q08/duckdb:parquet	1788008229	1648803028	1.08
tpch_q09/duckdb:parquet	1716343195	1558847557	1.10
tpch_q10/duckdb:parquet	1450968114	1431362507	1.01
tpch_q11/duckdb:parquet	845703501	850688322	0.99
tpch_q12/duckdb:parquet	858137648	763863127	1.12
tpch_q13/duckdb:parquet	953691743	989212078	0.96
tpch_q14/duckdb:parquet	736631315	794814583	0.93
tpch_q15/duckdb:parquet	651614223	786813002	0.83
tpch_q16/duckdb:parquet	820890624	803734638	1.02
tpch_q17/duckdb:parquet	863515913	863745374	1.00
tpch_q18/duckdb:parquet	948497980	1048685613	0.90
tpch_q19/duckdb:parquet	951086035	938742371	1.01
tpch_q20/duckdb:parquet	1320842670	1286644427	1.03
tpch_q21/duckdb:parquet	1226391946	1387028352	0.88
tpch_q22/duckdb:parquet	652115033	627334562	1.04

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+3.0%	+18.4%	-13.0%	+102.7%	➖ noise
1	datafusion:vortex-file-compressed	-34.0%	+18.4%	-44.3%	+91.8%	➖ noise
1	duckdb:vortex-compact	-25.1%	+18.4%	-36.7%	+55.0%	✅ faster
1	duckdb:vortex-file-compressed	-7.5%	+18.4%	-21.9%	+69.7%	➖ noise
2	datafusion:vortex-compact	+2.1%	+2.5%	-0.4%	+34.0%	➖ noise
2	datafusion:vortex-file-compressed	+35.5%	+2.5%	+32.2%	+43.2%	➖ noise
2	duckdb:vortex-compact	-15.0%	+2.5%	-17.1%	+34.0%	➖ noise
2	duckdb:vortex-file-compressed	-3.5%	+2.5%	-5.9%	+34.0%	➖ noise
3	datafusion:vortex-compact	+0.2%	-5.6%	+6.1%	+37.4%	➖ noise
3	datafusion:vortex-file-compressed	+4.5%	-5.6%	+10.7%	+55.9%	➖ noise
3	duckdb:vortex-compact	-13.1%	-5.6%	-8.0%	+36.3%	➖ noise
3	duckdb:vortex-file-compressed	+0.4%	-5.6%	+6.4%	+34.0%	➖ noise
4	datafusion:vortex-compact	-6.3%	-1.6%	-4.8%	+46.9%	➖ noise
4	datafusion:vortex-file-compressed	+30.8%	-1.6%	+32.9%	+53.9%	➖ noise
4	duckdb:vortex-compact	+17.2%	-1.6%	+19.1%	+34.0%	➖ noise
4	duckdb:vortex-file-compressed	-12.0%	-1.6%	-10.6%	+34.0%	➖ noise
5	datafusion:vortex-compact	+27.3%	-8.0%	+38.3%	+47.0%	➖ noise
5	datafusion:vortex-file-compressed	-31.8%	-8.0%	-25.9%	+34.0%	✅ faster
5	duckdb:vortex-compact	+10.1%	-8.0%	+19.6%	+34.0%	➖ noise
5	duckdb:vortex-file-compressed	-14.6%	-8.0%	-7.3%	+34.0%	➖ noise
6	datafusion:vortex-compact	+30.5%	-3.9%	+35.9%	+35.6%	🚨 regression
6	datafusion:vortex-file-compressed	-23.3%	-3.9%	-20.2%	+34.0%	➖ noise
6	duckdb:vortex-compact	+7.7%	-3.9%	+12.1%	+47.4%	➖ noise
6	duckdb:vortex-file-compressed	-9.7%	-3.9%	-6.0%	+34.0%	➖ noise
7	datafusion:vortex-compact	+5.9%	+8.4%	-2.2%	+51.3%	➖ noise
7	datafusion:vortex-file-compressed	-33.8%	+8.4%	-38.9%	+34.0%	✅ faster
7	duckdb:vortex-compact	-5.8%	+8.4%	-13.1%	+34.0%	➖ noise
7	duckdb:vortex-file-compressed	-14.9%	+8.4%	-21.5%	+34.0%	➖ noise
8	datafusion:vortex-compact	+7.6%	+10.2%	-2.4%	+34.0%	➖ noise
8	datafusion:vortex-file-compressed	+5.6%	+10.2%	-4.2%	+34.0%	➖ noise
8	duckdb:vortex-compact	+9.1%	+10.2%	-1.0%	+34.0%	➖ noise
8	duckdb:vortex-file-compressed	-0.6%	+10.2%	-9.8%	+34.0%	➖ noise
9	datafusion:vortex-compact	+21.3%	+10.9%	+9.3%	+34.0%	➖ noise
9	datafusion:vortex-file-compressed	-18.0%	+10.9%	-26.1%	+34.0%	✅ faster
9	duckdb:vortex-compact	-8.1%	+10.9%	-17.2%	+34.0%	➖ noise
9	duckdb:vortex-file-compressed	-4.5%	+10.9%	-13.9%	+34.0%	➖ noise
10	datafusion:vortex-compact	+15.3%	+16.1%	-0.7%	+37.2%	➖ noise
10	datafusion:vortex-file-compressed	-15.5%	+16.1%	-27.2%	+34.0%	✅ faster
10	duckdb:vortex-compact	+1.6%	+16.1%	-12.5%	+34.0%	➖ noise
10	duckdb:vortex-file-compressed	-12.3%	+16.1%	-24.5%	+34.0%	➖ noise
11	datafusion:vortex-compact	-16.0%	+6.6%	-21.2%	+34.0%	➖ noise
11	datafusion:vortex-file-compressed	-38.5%	+6.6%	-42.3%	+56.4%	✅ faster
11	duckdb:vortex-compact	-1.4%	+6.6%	-7.5%	+34.0%	➖ noise
11	duckdb:vortex-file-compressed	-14.2%	+6.6%	-19.4%	+34.0%	➖ noise
12	datafusion:vortex-compact	-23.0%	+11.8%	-31.1%	+35.6%	✅ faster
12	datafusion:vortex-file-compressed	-1.1%	+11.8%	-11.5%	+34.0%	➖ noise
12	duckdb:vortex-compact	-12.1%	+11.8%	-21.4%	+35.2%	➖ noise
12	duckdb:vortex-file-compressed	+1.3%	+11.8%	-9.4%	+34.0%	➖ noise
13	datafusion:vortex-compact	-24.4%	-4.3%	-21.0%	+57.4%	➖ noise
13	datafusion:vortex-file-compressed	-36.9%	-4.3%	-34.1%	+61.7%	➖ noise
13	duckdb:vortex-compact	+33.5%	-4.3%	+39.4%	+47.6%	➖ noise
13	duckdb:vortex-file-compressed	-16.2%	-4.3%	-12.5%	+34.0%	➖ noise
14	datafusion:vortex-compact	+0.3%	+16.0%	-13.5%	+44.8%	➖ noise
14	datafusion:vortex-file-compressed	-16.5%	+16.0%	-28.1%	+45.8%	➖ noise
14	duckdb:vortex-compact	-6.2%	+16.0%	-19.2%	+36.7%	➖ noise
14	duckdb:vortex-file-compressed	-15.1%	+16.0%	-26.9%	+34.0%	✅ faster
15	datafusion:vortex-compact	+61.7%	+17.7%	+37.4%	+34.0%	🚨 regression
15	datafusion:vortex-file-compressed	-42.4%	+17.7%	-51.1%	+34.0%	✅ faster
15	duckdb:vortex-compact	+1.5%	+17.7%	-13.8%	+36.4%	➖ noise
15	duckdb:vortex-file-compressed	-25.0%	+17.7%	-36.3%	+34.0%	✅ faster
16	datafusion:vortex-compact	+23.8%	+28.0%	-3.3%	+34.0%	➖ noise
16	datafusion:vortex-file-compressed	-7.5%	+28.0%	-27.7%	+34.0%	✅ faster
16	duckdb:vortex-compact	+3.2%	+28.0%	-19.4%	+107.8%	➖ noise
16	duckdb:vortex-file-compressed	-0.1%	+28.0%	-22.0%	+34.0%	➖ noise
17	datafusion:vortex-compact	-16.4%	+4.7%	-20.1%	+34.0%	➖ noise
17	datafusion:vortex-file-compressed	-31.5%	+4.7%	-34.5%	+37.1%	✅ faster
17	duckdb:vortex-compact	-12.8%	+4.7%	-16.7%	+34.0%	➖ noise
17	duckdb:vortex-file-compressed	-10.2%	+4.7%	-14.2%	+34.0%	➖ noise
18	datafusion:vortex-compact	-32.7%	-16.7%	-19.2%	+34.0%	➖ noise
18	datafusion:vortex-file-compressed	-55.8%	-16.7%	-46.9%	+34.0%	✅ faster
18	duckdb:vortex-compact	-18.3%	-16.7%	-2.0%	+34.0%	➖ noise
18	duckdb:vortex-file-compressed	-3.2%	-16.7%	+16.2%	+34.0%	➖ noise
19	datafusion:vortex-compact	-21.1%	-5.1%	-16.9%	+34.0%	➖ noise
19	datafusion:vortex-file-compressed	-37.0%	-5.1%	-33.6%	+34.0%	✅ faster
19	duckdb:vortex-compact	+1.0%	-5.1%	+6.5%	+34.0%	➖ noise
19	duckdb:vortex-file-compressed	-9.4%	-5.1%	-4.5%	+34.0%	➖ noise
20	datafusion:vortex-compact	-8.0%	-5.3%	-2.8%	+35.1%	➖ noise
20	datafusion:vortex-file-compressed	-16.0%	-5.3%	-11.3%	+34.0%	➖ noise
20	duckdb:vortex-compact	-8.3%	-5.3%	-3.2%	+34.8%	➖ noise
20	duckdb:vortex-file-compressed	-17.6%	-5.3%	-12.9%	+34.0%	➖ noise
21	datafusion:vortex-compact	-4.2%	-13.2%	+10.4%	+34.0%	➖ noise
21	datafusion:vortex-file-compressed	+32.7%	-13.2%	+52.9%	+41.8%	🚨 regression
21	duckdb:vortex-compact	-4.4%	-13.2%	+10.2%	+59.7%	➖ noise
21	duckdb:vortex-file-compressed	-7.6%	-13.2%	+6.4%	+34.0%	➖ noise
22	datafusion:vortex-compact	+40.2%	-9.4%	+54.8%	+42.2%	🚨 regression
22	datafusion:vortex-file-compressed	+39.9%	-9.4%	+54.4%	+35.6%	🚨 regression
22	duckdb:vortex-compact	-12.0%	-9.4%	-2.8%	+34.0%	➖ noise
22	duckdb:vortex-file-compressed	-1.4%	-9.4%	+8.9%	+41.9%	➖ noise

github-actions · 2026-05-27T15:39:46Z

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +7.9%
Vortex (geomean): 1.307x ❌
Parquet (geomean): 1.207x ❌
Shifts: Parquet (control) +20.7% · Median polish +27.0%

datafusion / vortex-file-compressed (1.335x ❌, 0↑ 22↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 🚨	504935339	413668626	1.22
tpch_q02/datafusion:vortex-file-compressed 🚨	147956662	116337808	1.27
tpch_q03/datafusion:vortex-file-compressed 🚨	287346793	222746375	1.29
tpch_q04/datafusion:vortex-file-compressed 🚨	145635895	119848169	1.22
tpch_q05/datafusion:vortex-file-compressed 🚨	522978644	404342274	1.29
tpch_q06/datafusion:vortex-file-compressed 🚨	51295789	38438366	1.33
tpch_q07/datafusion:vortex-file-compressed 🚨	798889269	531880252	1.50
tpch_q08/datafusion:vortex-file-compressed 🚨	549266331	393324570	1.40
tpch_q09/datafusion:vortex-file-compressed 🚨	895514549	668793939	1.34
tpch_q10/datafusion:vortex-file-compressed 🚨	300838729	238990797	1.26
tpch_q11/datafusion:vortex-file-compressed 🚨	115480234	89539353	1.29
tpch_q12/datafusion:vortex-file-compressed 🚨	179451915	121812441	1.47
tpch_q13/datafusion:vortex-file-compressed 🚨	302438044	226963217	1.33
tpch_q14/datafusion:vortex-file-compressed 🚨	69881011	57233652	1.22
tpch_q15/datafusion:vortex-file-compressed 🚨	146667807	105586753	1.39
tpch_q16/datafusion:vortex-file-compressed 🚨	112113408	80575600	1.39
tpch_q17/datafusion:vortex-file-compressed 🚨	953537493	682878665	1.40
tpch_q18/datafusion:vortex-file-compressed 🚨	1183168549	919930514	1.29
tpch_q19/datafusion:vortex-file-compressed 🚨	95606982	77075239	1.24
tpch_q20/datafusion:vortex-file-compressed 🚨	233376161	171927747	1.36
tpch_q21/datafusion:vortex-file-compressed 🚨	1045057339	709930120	1.47
tpch_q22/datafusion:vortex-file-compressed 🚨	99613851	68502663	1.45

datafusion / vortex-compact (1.356x ❌, 0↑ 22↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact 🚨	584101637	448464716	1.30
tpch_q02/datafusion:vortex-compact 🚨	171857705	119611455	1.44
tpch_q03/datafusion:vortex-compact 🚨	319685055	222660765	1.44
tpch_q04/datafusion:vortex-compact 🚨	174662521	124775221	1.40
tpch_q05/datafusion:vortex-compact 🚨	574158572	402074654	1.43
tpch_q06/datafusion:vortex-compact 🚨	80817405	61488646	1.31
tpch_q07/datafusion:vortex-compact 🚨	778009965	554715838	1.40
tpch_q08/datafusion:vortex-compact 🚨	557767459	392910140	1.42
tpch_q09/datafusion:vortex-compact 🚨	898913036	687031756	1.31
tpch_q10/datafusion:vortex-compact 🚨	320627344	263934667	1.21
tpch_q11/datafusion:vortex-compact 🚨	123483682	92529762	1.33
tpch_q12/datafusion:vortex-compact 🚨	218548939	164848132	1.33
tpch_q13/datafusion:vortex-compact 🚨	361145411	276543675	1.31
tpch_q14/datafusion:vortex-compact 🚨	106145577	73078559	1.45
tpch_q15/datafusion:vortex-compact 🚨	228348017	162157963	1.41
tpch_q16/datafusion:vortex-compact 🚨	123756719	84766449	1.46
tpch_q17/datafusion:vortex-compact 🚨	1008565456	677701587	1.49
tpch_q18/datafusion:vortex-compact 🚨	1201725003	922573198	1.30
tpch_q19/datafusion:vortex-compact 🚨	154466183	126758247	1.22
tpch_q20/datafusion:vortex-compact 🚨	268547545	195984140	1.37
tpch_q21/datafusion:vortex-compact 🚨	981580869	716243698	1.37
tpch_q22/datafusion:vortex-compact 🚨	92073970	77933840	1.18

datafusion / parquet (1.265x ❌, 0↑ 22↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚨	597170467	469886036	1.27
tpch_q02/datafusion:parquet 🚨	219383653	184102081	1.19
tpch_q03/datafusion:parquet 🚨	400334195	297978045	1.34
tpch_q04/datafusion:parquet 🚨	177922007	134130988	1.33
tpch_q05/datafusion:parquet 🚨	663846423	463055426	1.43
tpch_q06/datafusion:parquet 🚨	161946916	127220607	1.27
tpch_q07/datafusion:parquet 🚨	864572932	645847527	1.34
tpch_q08/datafusion:parquet 🚨	609977909	493255350	1.24
tpch_q09/datafusion:parquet 🚨	1089181260	803951519	1.35
tpch_q10/datafusion:parquet 🚨	655888922	522165964	1.26
tpch_q11/datafusion:parquet 🚨	154089179	124975802	1.23
tpch_q12/datafusion:parquet 🚨	242389747	204875729	1.18
tpch_q13/datafusion:parquet 🚨	401108970	344456884	1.16
tpch_q14/datafusion:parquet 🚨	197800375	167792280	1.18
tpch_q15/datafusion:parquet 🚨	334153755	266619951	1.25
tpch_q16/datafusion:parquet 🚨	152650552	131210008	1.16
tpch_q17/datafusion:parquet 🚨	1072654443	731135340	1.47
tpch_q18/datafusion:parquet 🚨	1316855284	967189283	1.36
tpch_q19/datafusion:parquet 🚨	317055578	266164117	1.19
tpch_q20/datafusion:parquet 🚨	368716657	303212711	1.22
tpch_q21/datafusion:parquet 🚨	994252534	742298716	1.34
tpch_q22/datafusion:parquet 🚨	248300860	221896585	1.12

datafusion / arrow (1.312x ❌, 0↑ 22↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow 🚨	772622624	620928160	1.24
tpch_q02/datafusion:arrow 🚨	243129737	173737565	1.40
tpch_q03/datafusion:arrow 🚨	686604644	503504702	1.36
tpch_q04/datafusion:arrow 🚨	557577756	373676029	1.49
tpch_q05/datafusion:arrow 🚨	1333142766	1019117139	1.31
tpch_q06/datafusion:arrow 🚨	371338322	305331737	1.22
tpch_q07/datafusion:arrow 🚨	1566554541	1249645762	1.25
tpch_q08/datafusion:arrow 🚨	1527555030	1190835634	1.28
tpch_q09/datafusion:arrow 🚨	2032335431	1414706219	1.44
tpch_q10/datafusion:arrow 🚨	805353066	636377565	1.27
tpch_q11/datafusion:arrow 🚨	206577394	146436032	1.41
tpch_q12/datafusion:arrow 🚨	1072136863	841376316	1.27
tpch_q13/datafusion:arrow 🚨	603653586	521361733	1.16
tpch_q14/datafusion:arrow 🚨	431471122	340538437	1.27
tpch_q15/datafusion:arrow 🚨	978990799	765317048	1.28
tpch_q16/datafusion:arrow 🚨	157674600	109607528	1.44
tpch_q17/datafusion:arrow 🚨	1912020677	1428342143	1.34
tpch_q18/datafusion:arrow 🚨	2602646297	2041199867	1.28
tpch_q19/datafusion:arrow 🚨	662484923	524701369	1.26
tpch_q20/datafusion:arrow 🚨	807980619	525184405	1.54
tpch_q21/datafusion:arrow 🚨	3749167666	3134536529	1.20
tpch_q22/datafusion:arrow 🚨	173654580	138954795	1.25

duckdb / vortex-file-compressed (1.282x ❌, 0↑ 22↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed 🚨	210272329	170409191	1.23
tpch_q02/duckdb:vortex-file-compressed 🚨	72331950	53089878	1.36
tpch_q03/duckdb:vortex-file-compressed 🚨	196928745	125748257	1.57
tpch_q04/duckdb:vortex-file-compressed 🚨	236212001	166243861	1.42
tpch_q05/duckdb:vortex-file-compressed 🚨	195560301	141187460	1.39
tpch_q06/duckdb:vortex-file-compressed 🚨	46736575	37172418	1.26
tpch_q07/duckdb:vortex-file-compressed 🚨	193443118	137782413	1.40
tpch_q08/duckdb:vortex-file-compressed 🚨	246856446	176914359	1.40
tpch_q09/duckdb:vortex-file-compressed 🚨	515908047	403580165	1.28
tpch_q10/duckdb:vortex-file-compressed 🚨	238295459	195393535	1.22
tpch_q11/duckdb:vortex-file-compressed 🚨	40369913	33231614	1.21
tpch_q12/duckdb:vortex-file-compressed 🚨	129705737	103800666	1.25
tpch_q13/duckdb:vortex-file-compressed 🚨	334586952	275611118	1.21
tpch_q14/duckdb:vortex-file-compressed 🚨	65316031	54148626	1.21
tpch_q15/duckdb:vortex-file-compressed 🚨	119112542	92493564	1.29
tpch_q16/duckdb:vortex-file-compressed 🚨	98670362	81116989	1.22
tpch_q17/duckdb:vortex-file-compressed 🚨	131676188	95760643	1.38
tpch_q18/duckdb:vortex-file-compressed 🚨	354495846	291631567	1.22
tpch_q19/duckdb:vortex-file-compressed 🚨	94397755	81062546	1.16
tpch_q20/duckdb:vortex-file-compressed 🚨	177926500	146298856	1.22
tpch_q21/duckdb:vortex-file-compressed 🚨	644790102	521131217	1.24
tpch_q22/duckdb:vortex-file-compressed 🚨	77521383	66219278	1.17

duckdb / vortex-compact (1.259x ❌, 0↑ 22↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact 🚨	261253910	233019956	1.12
tpch_q02/duckdb:vortex-compact 🚨	67607596	58230891	1.16
tpch_q03/duckdb:vortex-compact 🚨	172487115	143560227	1.20
tpch_q04/duckdb:vortex-compact 🚨	226753124	176059522	1.29
tpch_q05/duckdb:vortex-compact 🚨	218512942	169813753	1.29
tpch_q06/duckdb:vortex-compact 🚨	74823100	57728389	1.30
tpch_q07/duckdb:vortex-compact 🚨	248914500	177594959	1.40
tpch_q08/duckdb:vortex-compact 🚨	253702267	192940032	1.31
tpch_q09/duckdb:vortex-compact 🚨	567438563	439869065	1.29
tpch_q10/duckdb:vortex-compact 🚨	290519359	223653430	1.30
tpch_q11/duckdb:vortex-compact 🚨	49622323	40454898	1.23
tpch_q12/duckdb:vortex-compact 🚨	202702630	166749278	1.22
tpch_q13/duckdb:vortex-compact 🚨	386786016	333137798	1.16
tpch_q14/duckdb:vortex-compact 🚨	85332418	75131438	1.14
tpch_q15/duckdb:vortex-compact 🚨	154391305	117887829	1.31
tpch_q16/duckdb:vortex-compact 🚨	104866466	81121836	1.29
tpch_q17/duckdb:vortex-compact 🚨	148000180	110220787	1.34
tpch_q18/duckdb:vortex-compact 🚨	381824334	295965491	1.29
tpch_q19/duckdb:vortex-compact 🚨	125762280	97627337	1.29
tpch_q20/duckdb:vortex-compact 🚨	247463688	180318109	1.37
tpch_q21/duckdb:vortex-compact 🚨	676076850	539613164	1.25
tpch_q22/duckdb:vortex-compact 🚨	87849426	73971257	1.19

duckdb / parquet (1.153x ❌, 0↑ 18↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet 🚨	295465565	262418173	1.13
tpch_q02/duckdb:parquet	107841764	103122408	1.05
tpch_q03/duckdb:parquet 🚨	241716796	216395963	1.12
tpch_q04/duckdb:parquet 🚨	166162564	139368448	1.19
tpch_q05/duckdb:parquet 🚨	266803382	229009437	1.17
tpch_q06/duckdb:parquet 🚨	88193329	77169859	1.14
tpch_q07/duckdb:parquet 🚨	223484094	189296958	1.18
tpch_q08/duckdb:parquet 🚨	361872365	272186763	1.33
tpch_q09/duckdb:parquet 🚨	636101263	495290102	1.28
tpch_q10/duckdb:parquet 🚨	736598905	631054399	1.17
tpch_q11/duckdb:parquet	78064361	71580242	1.09
tpch_q12/duckdb:parquet 🚨	147014410	133227668	1.10
tpch_q13/duckdb:parquet	471367410	452854239	1.04
tpch_q14/duckdb:parquet 🚨	205625726	184611756	1.11
tpch_q15/duckdb:parquet 🚨	125049406	105745576	1.18
tpch_q16/duckdb:parquet 🚨	184480398	165905934	1.11
tpch_q17/duckdb:parquet 🚨	210228712	184828265	1.14
tpch_q18/duckdb:parquet 🚨	444894008	364624041	1.22
tpch_q19/duckdb:parquet 🚨	339761455	287686784	1.18
tpch_q20/duckdb:parquet 🚨	272527427	234768935	1.16
tpch_q21/duckdb:parquet 🚨	696865198	572276510	1.22
tpch_q22/duckdb:parquet	324359640	297892765	1.09

duckdb / duckdb (1.272x ❌, 0↑ 22↓)

name	PR `9a73899` (ns)	base `7bfe690` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb 🚨	145797856	120446987	1.21
tpch_q02/duckdb:duckdb 🚨	64370267	49789954	1.29
tpch_q03/duckdb:duckdb 🚨	142236293	106952908	1.33
tpch_q04/duckdb:duckdb 🚨	189739689	145357734	1.31
tpch_q05/duckdb:duckdb 🚨	163125461	121832911	1.34
tpch_q06/duckdb:duckdb 🚨	56239780	45144766	1.25
tpch_q07/duckdb:duckdb 🚨	120677380	92709360	1.30
tpch_q08/duckdb:duckdb 🚨	158630087	120248151	1.32
tpch_q09/duckdb:duckdb 🚨	375977875	284358617	1.32
tpch_q10/duckdb:duckdb 🚨	284604074	219909218	1.29
tpch_q11/duckdb:duckdb 🚨	24174223	19407055	1.25
tpch_q12/duckdb:duckdb 🚨	114880417	92067535	1.25
tpch_q13/duckdb:duckdb 🚨	318892401	238432734	1.34
tpch_q14/duckdb:duckdb 🚨	100795283	78803550	1.28
tpch_q15/duckdb:duckdb 🚨	104929695	82501017	1.27
tpch_q16/duckdb:duckdb 🚨	103002481	78024937	1.32
tpch_q17/duckdb:duckdb 🚨	108220244	88412927	1.22
tpch_q18/duckdb:duckdb 🚨	293611457	240073569	1.22
tpch_q19/duckdb:duckdb 🚨	152395409	124719495	1.22
tpch_q20/duckdb:duckdb 🚨	142984761	119091583	1.20
tpch_q21/duckdb:duckdb 🚨	410632739	310752759	1.32
tpch_q22/duckdb:duckdb 🚨	83410727	72081279	1.16

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+24.4%	+19.6%	+4.0%	+15.5%	➖ noise
1	datafusion:vortex-compact	+30.2%	+19.6%	+8.9%	+15.5%	➖ noise
1	datafusion:vortex-file-compressed	+22.1%	+19.6%	+2.0%	+15.5%	➖ noise
1	duckdb:duckdb	+21.0%	+19.6%	+1.2%	+15.5%	➖ noise
1	duckdb:vortex-compact	+12.1%	+19.6%	-6.3%	+15.5%	➖ noise
1	duckdb:vortex-file-compressed	+23.4%	+19.6%	+3.2%	+15.5%	➖ noise
2	datafusion:arrow	+39.9%	+11.6%	+25.4%	+15.5%	🚨 regression
2	datafusion:vortex-compact	+43.7%	+11.6%	+28.7%	+15.5%	🚨 regression
2	datafusion:vortex-file-compressed	+27.2%	+11.6%	+13.9%	+15.5%	➖ noise
2	duckdb:duckdb	+29.3%	+11.6%	+15.8%	+15.5%	🚨 regression
2	duckdb:vortex-compact	+16.1%	+11.6%	+4.0%	+15.5%	➖ noise
2	duckdb:vortex-file-compressed	+36.2%	+11.6%	+22.0%	+15.5%	🚨 regression
3	datafusion:arrow	+36.4%	+22.5%	+11.3%	+15.5%	➖ noise
3	datafusion:vortex-compact	+43.6%	+22.5%	+17.2%	+15.5%	🚨 regression
3	datafusion:vortex-file-compressed	+29.0%	+22.5%	+5.3%	+15.5%	➖ noise
3	duckdb:duckdb	+33.0%	+22.5%	+8.6%	+15.5%	➖ noise
3	duckdb:vortex-compact	+20.1%	+22.5%	-1.9%	+15.5%	➖ noise
3	duckdb:vortex-file-compressed	+56.6%	+22.5%	+27.8%	+15.5%	🚨 regression
4	datafusion:arrow	+49.2%	+25.8%	+18.7%	+15.5%	🚨 regression
4	datafusion:vortex-compact	+40.0%	+25.8%	+11.3%	+15.5%	➖ noise
4	datafusion:vortex-file-compressed	+21.5%	+25.8%	-3.4%	+15.5%	➖ noise
4	duckdb:duckdb	+30.5%	+25.8%	+3.8%	+15.5%	➖ noise
4	duckdb:vortex-compact	+28.8%	+25.8%	+2.4%	+15.5%	➖ noise
4	duckdb:vortex-file-compressed	+42.1%	+25.8%	+13.0%	+15.5%	➖ noise
5	datafusion:arrow	+30.8%	+29.2%	+1.2%	+15.5%	➖ noise
5	datafusion:vortex-compact	+42.8%	+29.2%	+10.5%	+15.5%	➖ noise
5	datafusion:vortex-file-compressed	+29.3%	+29.2%	+0.1%	+15.5%	➖ noise
5	duckdb:duckdb	+33.9%	+29.2%	+3.6%	+15.5%	➖ noise
5	duckdb:vortex-compact	+28.7%	+29.2%	-0.4%	+15.5%	➖ noise
5	duckdb:vortex-file-compressed	+38.5%	+29.2%	+7.2%	+15.5%	➖ noise
6	datafusion:arrow	+21.6%	+20.6%	+0.8%	+15.5%	➖ noise
6	datafusion:vortex-compact	+31.4%	+20.6%	+9.0%	+15.5%	➖ noise
6	datafusion:vortex-file-compressed	+33.4%	+20.6%	+10.6%	+15.5%	➖ noise
6	duckdb:duckdb	+24.6%	+20.6%	+3.3%	+15.5%	➖ noise
6	duckdb:vortex-compact	+29.6%	+20.6%	+7.5%	+15.5%	➖ noise
6	duckdb:vortex-file-compressed	+25.7%	+20.6%	+4.2%	+15.5%	➖ noise
7	datafusion:arrow	+25.4%	+25.7%	-0.3%	+15.5%	➖ noise
7	datafusion:vortex-compact	+40.3%	+25.7%	+11.6%	+15.5%	➖ noise
7	datafusion:vortex-file-compressed	+50.2%	+25.7%	+19.5%	+15.5%	🚨 regression
7	duckdb:duckdb	+30.2%	+25.7%	+3.5%	+15.5%	➖ noise
7	duckdb:vortex-compact	+40.2%	+25.7%	+11.5%	+15.5%	➖ noise
7	duckdb:vortex-file-compressed	+40.4%	+25.7%	+11.7%	+15.5%	➖ noise
8	datafusion:arrow	+28.3%	+28.2%	+0.0%	+15.5%	➖ noise
8	datafusion:vortex-compact	+42.0%	+28.2%	+10.7%	+15.5%	➖ noise
8	datafusion:vortex-file-compressed	+39.6%	+28.2%	+8.9%	+15.5%	➖ noise
8	duckdb:duckdb	+31.9%	+28.2%	+2.9%	+15.5%	➖ noise
8	duckdb:vortex-compact	+31.5%	+28.2%	+2.6%	+15.5%	➖ noise
8	duckdb:vortex-file-compressed	+39.5%	+28.2%	+8.8%	+15.5%	➖ noise
9	datafusion:arrow	+43.7%	+31.9%	+8.9%	+15.5%	➖ noise
9	datafusion:vortex-compact	+30.8%	+31.9%	-0.8%	+15.5%	➖ noise
9	datafusion:vortex-file-compressed	+33.9%	+31.9%	+1.5%	+15.5%	➖ noise
9	duckdb:duckdb	+32.2%	+31.9%	+0.2%	+15.5%	➖ noise
9	duckdb:vortex-compact	+29.0%	+31.9%	-2.2%	+15.5%	➖ noise
9	duckdb:vortex-file-compressed	+27.8%	+31.9%	-3.1%	+15.5%	➖ noise
10	datafusion:arrow	+26.6%	+21.1%	+4.5%	+15.5%	➖ noise
10	datafusion:vortex-compact	+21.5%	+21.1%	+0.3%	+15.5%	➖ noise
10	datafusion:vortex-file-compressed	+25.9%	+21.1%	+4.0%	+15.5%	➖ noise
10	duckdb:duckdb	+29.4%	+21.1%	+6.9%	+15.5%	➖ noise
10	duckdb:vortex-compact	+29.9%	+21.1%	+7.3%	+15.5%	➖ noise
10	duckdb:vortex-file-compressed	+22.0%	+21.1%	+0.7%	+15.5%	➖ noise
11	datafusion:arrow	+41.1%	+16.0%	+21.7%	+15.5%	🚨 regression
11	datafusion:vortex-compact	+33.5%	+16.0%	+15.1%	+15.5%	➖ noise
11	datafusion:vortex-file-compressed	+29.0%	+16.0%	+11.2%	+15.5%	➖ noise
11	duckdb:duckdb	+24.6%	+16.0%	+7.4%	+15.5%	➖ noise
11	duckdb:vortex-compact	+22.7%	+16.0%	+5.8%	+15.5%	➖ noise
11	duckdb:vortex-file-compressed	+21.5%	+16.0%	+4.8%	+15.5%	➖ noise
12	datafusion:arrow	+27.4%	+14.3%	+11.5%	+35.5%	➖ noise
12	datafusion:vortex-compact	+32.6%	+14.3%	+16.0%	+15.5%	🚨 regression
12	datafusion:vortex-file-compressed	+47.3%	+14.3%	+28.9%	+15.5%	🚨 regression
12	duckdb:duckdb	+24.8%	+14.3%	+9.2%	+15.5%	➖ noise
12	duckdb:vortex-compact	+21.6%	+14.3%	+6.4%	+15.5%	➖ noise
12	duckdb:vortex-file-compressed	+25.0%	+14.3%	+9.4%	+15.5%	➖ noise
13	datafusion:arrow	+15.8%	+10.1%	+5.2%	+15.5%	➖ noise
13	datafusion:vortex-compact	+30.6%	+10.1%	+18.6%	+15.5%	🚨 regression
13	datafusion:vortex-file-compressed	+33.3%	+10.1%	+21.0%	+15.5%	🚨 regression
13	duckdb:duckdb	+33.7%	+10.1%	+21.5%	+15.5%	🚨 regression
13	duckdb:vortex-compact	+16.1%	+10.1%	+5.5%	+15.5%	➖ noise
13	duckdb:vortex-file-compressed	+21.4%	+10.1%	+10.3%	+15.5%	➖ noise
14	datafusion:arrow	+26.7%	+14.6%	+10.6%	+15.5%	➖ noise
14	datafusion:vortex-compact	+45.2%	+14.6%	+26.8%	+15.5%	🚨 regression
14	datafusion:vortex-file-compressed	+22.1%	+14.6%	+6.6%	+15.5%	➖ noise
14	duckdb:duckdb	+27.9%	+14.6%	+11.6%	+15.5%	➖ noise
14	duckdb:vortex-compact	+13.6%	+14.6%	-0.9%	+15.5%	➖ noise
14	duckdb:vortex-file-compressed	+20.6%	+14.6%	+5.3%	+15.5%	➖ noise
15	datafusion:arrow	+27.9%	+21.7%	+5.1%	+15.5%	➖ noise
15	datafusion:vortex-compact	+40.8%	+21.7%	+15.7%	+15.5%	🚨 regression
15	datafusion:vortex-file-compressed	+38.9%	+21.7%	+14.1%	+15.5%	➖ noise
15	duckdb:duckdb	+27.2%	+21.7%	+4.5%	+15.5%	➖ noise
15	duckdb:vortex-compact	+31.0%	+21.7%	+7.6%	+15.5%	➖ noise
15	duckdb:vortex-file-compressed	+28.8%	+21.7%	+5.8%	+15.5%	➖ noise
16	datafusion:arrow	+43.9%	+13.7%	+26.5%	+15.5%	🚨 regression
16	datafusion:vortex-compact	+46.0%	+13.7%	+28.4%	+15.5%	🚨 regression
16	datafusion:vortex-file-compressed	+39.1%	+13.7%	+22.3%	+15.5%	🚨 regression
16	duckdb:duckdb	+32.0%	+13.7%	+16.1%	+15.5%	🚨 regression
16	duckdb:vortex-compact	+29.3%	+13.7%	+13.7%	+15.5%	➖ noise
16	duckdb:vortex-file-compressed	+21.6%	+13.7%	+6.9%	+15.5%	➖ noise
17	datafusion:arrow	+33.9%	+29.2%	+3.6%	+15.5%	➖ noise
17	datafusion:vortex-compact	+48.8%	+29.2%	+15.2%	+15.5%	➖ noise
17	datafusion:vortex-file-compressed	+39.6%	+29.2%	+8.1%	+15.5%	➖ noise
17	duckdb:duckdb	+22.4%	+29.2%	-5.2%	+15.5%	➖ noise
17	duckdb:vortex-compact	+34.3%	+29.2%	+3.9%	+15.5%	➖ noise
17	duckdb:vortex-file-compressed	+37.5%	+29.2%	+6.4%	+15.5%	➖ noise
18	datafusion:arrow	+27.5%	+28.9%	-1.1%	+15.5%	➖ noise
18	datafusion:vortex-compact	+30.3%	+28.9%	+1.1%	+15.5%	➖ noise
18	datafusion:vortex-file-compressed	+28.6%	+28.9%	-0.2%	+15.5%	➖ noise
18	duckdb:duckdb	+22.3%	+28.9%	-5.1%	+15.5%	➖ noise
18	duckdb:vortex-compact	+29.0%	+28.9%	+0.1%	+15.5%	➖ noise
18	duckdb:vortex-file-compressed	+21.6%	+28.9%	-5.7%	+15.5%	➖ noise
19	datafusion:arrow	+26.3%	+18.6%	+6.4%	+15.5%	➖ noise
19	datafusion:vortex-compact	+21.9%	+18.6%	+2.7%	+15.5%	➖ noise
19	datafusion:vortex-file-compressed	+24.0%	+18.6%	+4.6%	+15.5%	➖ noise
19	duckdb:duckdb	+22.2%	+18.6%	+3.0%	+15.5%	➖ noise
19	duckdb:vortex-compact	+28.8%	+18.6%	+8.6%	+15.5%	➖ noise
19	duckdb:vortex-file-compressed	+16.5%	+18.6%	-1.8%	+15.5%	➖ noise
20	datafusion:arrow	+53.8%	+18.8%	+29.5%	+15.5%	🚨 regression
20	datafusion:vortex-compact	+37.0%	+18.8%	+15.3%	+15.5%	➖ noise
20	datafusion:vortex-file-compressed	+35.7%	+18.8%	+14.2%	+15.5%	➖ noise
20	duckdb:duckdb	+20.1%	+18.8%	+1.1%	+15.5%	➖ noise
20	duckdb:vortex-compact	+37.2%	+18.8%	+15.5%	+15.5%	➖ noise
20	duckdb:vortex-file-compressed	+21.6%	+18.8%	+2.4%	+15.5%	➖ noise
21	datafusion:arrow	+19.6%	+27.7%	-6.3%	+15.5%	➖ noise
21	datafusion:vortex-compact	+37.0%	+27.7%	+7.3%	+15.5%	➖ noise
21	datafusion:vortex-file-compressed	+47.2%	+27.7%	+15.3%	+15.5%	➖ noise
21	duckdb:duckdb	+32.1%	+27.7%	+3.5%	+15.5%	➖ noise
21	duckdb:vortex-compact	+25.3%	+27.7%	-1.9%	+15.5%	➖ noise
21	duckdb:vortex-file-compressed	+23.7%	+27.7%	-3.1%	+15.5%	➖ noise
22	datafusion:arrow	+25.0%	+10.4%	+13.2%	+15.5%	➖ noise
22	datafusion:vortex-compact	+18.1%	+10.4%	+7.0%	+15.5%	➖ noise
22	datafusion:vortex-file-compressed	+45.4%	+10.4%	+31.7%	+15.5%	🚨 regression
22	duckdb:duckdb	+15.7%	+10.4%	+4.8%	+15.5%	➖ noise
22	duckdb:vortex-compact	+18.8%	+10.4%	+7.6%	+15.5%	➖ noise
22	duckdb:vortex-file-compressed	+17.1%	+10.4%	+6.1%	+15.5%	➖ noise

github-actions · 2026-05-27T15:39:49Z

File Sizes: TPC-H SF=10 on NVME

File Size Changes (19 files changed, -0.0% overall, 1↑ 18↓)

File	Scale	Format	Base	HEAD	Change	%
orders_2.vortex	10.0	vortex-compact	114.78 MB	114.78 MB	+744 B	+0.0%
partsupp_1.vortex	10.0	vortex-file-compressed	180.65 MB	180.65 MB	104 B	-0.0%
partsupp_0.vortex	10.0	vortex-file-compressed	180.47 MB	180.47 MB	104 B	-0.0%
orders_0.vortex	10.0	vortex-file-compressed	163.92 MB	163.88 MB	42.88 KB	-0.0%
orders_1.vortex	10.0	vortex-file-compressed	164.15 MB	164.10 MB	47.14 KB	-0.0%
orders_2.vortex	10.0	vortex-file-compressed	164.00 MB	163.95 MB	55.59 KB	-0.0%
lineitem_6.vortex	10.0	vortex-file-compressed	133.23 MB	133.12 MB	105.69 KB	-0.1%
lineitem_3.vortex	10.0	vortex-file-compressed	133.74 MB	133.63 MB	120.46 KB	-0.1%
lineitem_5.vortex	10.0	vortex-file-compressed	133.86 MB	133.74 MB	121.22 KB	-0.1%
lineitem_7.vortex	10.0	vortex-file-compressed	134.01 MB	133.88 MB	130.26 KB	-0.1%
lineitem_8.vortex	10.0	vortex-file-compressed	134.06 MB	133.93 MB	130.34 KB	-0.1%
lineitem_1.vortex	10.0	vortex-file-compressed	134.27 MB	134.13 MB	136.54 KB	-0.1%
lineitem_10.vortex	10.0	vortex-file-compressed	134.51 MB	134.37 MB	142.78 KB	-0.1%
lineitem_2.vortex	10.0	vortex-file-compressed	134.38 MB	134.24 MB	142.95 KB	-0.1%
lineitem_9.vortex	10.0	vortex-file-compressed	134.65 MB	134.51 MB	143.27 KB	-0.1%
lineitem_4.vortex	10.0	vortex-file-compressed	134.43 MB	134.29 MB	143.73 KB	-0.1%
lineitem_0.vortex	10.0	vortex-file-compressed	134.65 MB	134.51 MB	144.06 KB	-0.1%
lineitem_12.vortex	10.0	vortex-file-compressed	134.52 MB	134.37 MB	146.27 KB	-0.1%
lineitem_11.vortex	10.0	vortex-file-compressed	134.87 MB	134.72 MB	158.87 KB	-0.1%

Totals:

vortex-compact: 1.97 GB → 1.97 GB (+0.0%)
vortex-file-compressed: 2.70 GB → 2.70 GB (-0.1%)

joseph-isaacs changed the title ~~Claude/add transpose metadata 8i zd0~~ feat[array]: Patched array remove default transpose May 27, 2026

joseph-isaacs force-pushed the claude/add-transpose-metadata-8iZD0 branch from da1a0a9 to 9a73899 Compare May 27, 2026 14:08

joseph-isaacs added changelog/feature A new feature action/benchmark Trigger full benchmarks to run on this PR labels May 27, 2026

github-actions Bot removed the action/benchmark Trigger full benchmarks to run on this PR label May 27, 2026

claude and others added 4 commits May 27, 2026 16:15

chore[array]: rustfmt Patched slice.rs

b38b783

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

joseph-isaacs changed the title ~~feat[array]: Patched array remove default transpose~~ feat[array]: Patched array remove GPU transpose May 27, 2026

joseph-isaacs force-pushed the claude/add-transpose-metadata-8iZD0 branch from 9a73899 to b38b783 Compare May 27, 2026 15:16

joseph-isaacs added the action/benchmark Trigger full benchmarks to run on this PR label May 27, 2026

github-actions Bot removed the action/benchmark Trigger full benchmarks to run on this PR label May 27, 2026

joseph-isaacs added the action/benchmark Trigger full benchmarks to run on this PR label May 27, 2026

github-actions Bot removed the action/benchmark Trigger full benchmarks to run on this PR label May 27, 2026

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joseph-isaacs commented May 27, 2026

Summary

Testing

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Polar Signals Profiling Results

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Benchmarks: TPC-H SF=1 on NVME

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File Sizes: TPC-H SF=1 on NVME

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Benchmarks: FineWeb NVMe

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File Sizes: FineWeb NVMe

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Benchmarks: PolarSignals Profiling

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File Sizes: PolarSignals Profiling

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Benchmarks: TPC-DS SF=1 on NVME

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File Sizes: TPC-DS SF=1 on NVME

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Benchmarks: FineWeb S3

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Benchmarks: Random Access

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Benchmarks: Statistical and Population Genetics

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File Sizes: Statistical and Population Genetics

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github-actions Bot commented May 27, 2026

Benchmarks: Clickbench on NVME

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File Sizes: Clickbench on NVME

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Benchmarks: TPC-H SF=1 on S3

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Benchmarks: TPC-H SF=10 on NVME

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File Sizes: TPC-H SF=10 on NVME

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github-actions Bot commented May 27, 2026 •

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