interned identifiers by joseph-isaacs · Pull Request #7412 · vortex-data/vortex

joseph-isaacs · 2026-04-13T15:40:01Z

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Summary

Closes: #000

Testing

Signed-off-by: Nicholas Gates <nick@nickgates.com>

Signed-off-by: Joe Isaacs <joe.isaacs@live.co.uk> # Conflicts: # vortex-layout/src/layouts/dict/reader.rs

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

codspeed-hq · 2026-04-13T18:08:55Z

Merging this PR will degrade performance by 33.85%

⚡ 12 improved benchmarks
❌ 5 regressed benchmarks
✅ 1106 untouched benchmarks
⏩ 1455 skipped benchmarks¹

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

Performance Changes

	Mode	Benchmark	`BASE`	`HEAD`	Efficiency
⚡	Simulation	`chunked_constant_utf8_append_to_builder[("hi", 1000, 10)]`	143.3 µs	105.6 µs	+35.61%
❌	Simulation	`chunked_dict_primitive_into_canonical[u32, (1000, 10, 10)]`	151.2 µs	180.9 µs	-16.46%
⚡	Simulation	`encode_varbin[(1000, 4)]`	169.5 µs	148.3 µs	+14.33%
⚡	Simulation	`encode_varbin[(1000, 8)]`	174.1 µs	149 µs	+16.86%
⚡	Simulation	`encode_varbin[(1000, 32)]`	173.5 µs	154.8 µs	+12.05%
⚡	Simulation	`encode_varbin[(1000, 2)]`	168.7 µs	147.3 µs	+14.56%
⚡	Simulation	`case_when_fragmented[100]`	154 µs	124.2 µs	+24%
❌	Simulation	`dict_canonicalize_zipfian[16, 1000]`	60.2 µs	91 µs	-33.85%
⚡	Simulation	`varbinview_zip_fragmented_mask`	7.1 ms	6.4 ms	+11.74%
⚡	Simulation	`varbinview_zip_block_mask`	3.7 ms	2.9 ms	+27.69%
⚡	Simulation	`patched_take_10k_random`	298.2 µs	269.8 µs	+10.53%
⚡	Simulation	`patched_take_10k_contiguous_patches`	286 µs	257.6 µs	+11.04%
⚡	Simulation	`patched_take_10k_contiguous_not_patches`	286.3 µs	257.9 µs	+11.02%
⚡	Simulation	`new_raw_prim_test_between[i32, 2048]`	38.3 µs	33.4 µs	+14.61%
❌	Simulation	`null_count_run_end[(10000, 4, 0.01)]`	104.5 µs	129.6 µs	-19.36%
❌	Simulation	`decode_bool_nullable[10000_10_alternating_mostly_valid]`	91.6 µs	124.5 µs	-26.41%
❌	Simulation	`decompress_rd[f32, (10000, 0.0)]`	199.7 µs	244.7 µs	-18.39%

_{Comparing ji/extern-array-id (a759303) with develop (3fd9f26)}

1455 benchmarks were skipped, so the baseline results were used instead. If they were deleted from the codebase, click here and archive them to remove them from the performance reports. ↩

github-actions · 2026-04-13T23:41:25Z

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	`22d305a`		1	Explore Profiling Data

Previous Runs (2)

Status	Commit	Job	Attempt	Link
🟢 Done	`48dce08`		1	Explore Profiling Data
🟢 Done	`c60a089`		1	Explore Profiling Data

Powered by Polar Signals Cloud

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

github-actions · 2026-04-13T23:50:47Z

Benchmarks: PolarSignals Profiling

Vortex (geomean): 1.015x ➖

datafusion / vortex-file-compressed (1.015x ➖, 0↑ 1↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	123080968	121375256	1.01
polarsignals_q01/datafusion:vortex-file-compressed	360184842	373009552	0.97
polarsignals_q02/datafusion:vortex-file-compressed	22009851	21374032	1.03
polarsignals_q03/datafusion:vortex-file-compressed	367140376	371306256	0.99
polarsignals_q04/datafusion:vortex-file-compressed	10839515	11015537	0.98
polarsignals_q05/datafusion:vortex-file-compressed 🚨	16403563	14759585	1.11
polarsignals_q06/datafusion:vortex-file-compressed	18407548	17670273	1.04
polarsignals_q07/datafusion:vortex-file-compressed	12744652	13151632	0.97
polarsignals_q08/datafusion:vortex-file-compressed	459615665	452444319	1.02
polarsignals_q09/datafusion:vortex-file-compressed	11316663	10890770	1.04

github-actions · 2026-04-13T23:50:49Z

File Sizes: PolarSignals Profiling

No file size changes detected.

github-actions · 2026-04-13T23:51:10Z

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -2.0%
Vortex (geomean): 0.907x ➖
Parquet (geomean): 0.944x ➖
Shifts: Parquet (control) -5.6% · Median polish -6.7%

datafusion / vortex-file-compressed (0.885x ✅, 16↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 🚀	47649341	56440372	0.84
tpch_q02/datafusion:vortex-file-compressed 🚀	31939170	36993863	0.86
tpch_q03/datafusion:vortex-file-compressed 🚀	26078003	31554663	0.83
tpch_q04/datafusion:vortex-file-compressed	17958987	19534969	0.92
tpch_q05/datafusion:vortex-file-compressed 🚀	52742878	59979961	0.88
tpch_q06/datafusion:vortex-file-compressed 🚀	10136042	11294678	0.90
tpch_q07/datafusion:vortex-file-compressed 🚀	62269560	70887929	0.88
tpch_q08/datafusion:vortex-file-compressed	43399639	47845041	0.91
tpch_q09/datafusion:vortex-file-compressed 🚀	54158585	62395104	0.87
tpch_q10/datafusion:vortex-file-compressed 🚀	44202488	49495114	0.89
tpch_q11/datafusion:vortex-file-compressed 🚀	17703692	21395301	0.83
tpch_q12/datafusion:vortex-file-compressed 🚀	21476301	24804384	0.87
tpch_q13/datafusion:vortex-file-compressed 🚀	26781128	30415788	0.88
tpch_q14/datafusion:vortex-file-compressed 🚀	15596705	18029977	0.87
tpch_q15/datafusion:vortex-file-compressed	25015515	27497827	0.91
tpch_q16/datafusion:vortex-file-compressed 🚀	23985134	27173162	0.88
tpch_q17/datafusion:vortex-file-compressed 🚀	63314245	75008054	0.84
tpch_q18/datafusion:vortex-file-compressed	77324663	83919921	0.92
tpch_q19/datafusion:vortex-file-compressed	22452578	22352485	1.00
tpch_q20/datafusion:vortex-file-compressed 🚀	31933355	35626014	0.90
tpch_q21/datafusion:vortex-file-compressed 🚀	73806097	83043824	0.89
tpch_q22/datafusion:vortex-file-compressed	15944351	17359188	0.92

datafusion / vortex-compact (0.913x ➖, 8↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	59758331	63094367	0.95
tpch_q02/datafusion:vortex-compact	36874357	40678382	0.91
tpch_q03/datafusion:vortex-compact 🚀	31011900	35727054	0.87
tpch_q04/datafusion:vortex-compact	23039747	25177661	0.92
tpch_q05/datafusion:vortex-compact 🚀	56180569	64980515	0.86
tpch_q06/datafusion:vortex-compact	13654093	12455064	1.10
tpch_q07/datafusion:vortex-compact	69445408	73689915	0.94
tpch_q08/datafusion:vortex-compact	48449353	53525327	0.91
tpch_q09/datafusion:vortex-compact	60404930	66147974	0.91
tpch_q10/datafusion:vortex-compact 🚀	51705107	57943512	0.89
tpch_q11/datafusion:vortex-compact 🚀	19200315	22612767	0.85
tpch_q12/datafusion:vortex-compact	32490855	35286800	0.92
tpch_q13/datafusion:vortex-compact	36896251	39775625	0.93
tpch_q14/datafusion:vortex-compact	20994398	22808582	0.92
tpch_q15/datafusion:vortex-compact 🚀	32370685	36309335	0.89
tpch_q16/datafusion:vortex-compact	29888161	32444016	0.92
tpch_q17/datafusion:vortex-compact	69244842	72122478	0.96
tpch_q18/datafusion:vortex-compact	85541159	92224336	0.93
tpch_q19/datafusion:vortex-compact	32831259	35232818	0.93
tpch_q20/datafusion:vortex-compact 🚀	38408286	44157580	0.87
tpch_q21/datafusion:vortex-compact 🚀	85394008	98966767	0.86
tpch_q22/datafusion:vortex-compact 🚀	16976157	19271165	0.88

datafusion / parquet (0.938x ➖, 4↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	95760167	94141432	1.02
tpch_q02/datafusion:parquet	69338564	70933399	0.98
tpch_q03/datafusion:parquet	75093091	75960179	0.99
tpch_q04/datafusion:parquet	49645603	50874647	0.98
tpch_q05/datafusion:parquet	104014779	104985437	0.99
tpch_q06/datafusion:parquet	41686142	45516322	0.92
tpch_q07/datafusion:parquet	110934095	116708940	0.95
tpch_q08/datafusion:parquet 🚀	95442939	109495431	0.87
tpch_q09/datafusion:parquet	130647087	140546587	0.93
tpch_q10/datafusion:parquet	119407119	122171834	0.98
tpch_q11/datafusion:parquet	47221613	50159478	0.94
tpch_q12/datafusion:parquet	80973535	85325555	0.95
tpch_q13/datafusion:parquet 🚀	203936422	239331976	0.85
tpch_q14/datafusion:parquet	50713975	50708299	1.00
tpch_q15/datafusion:parquet	70476601	71811226	0.98
tpch_q16/datafusion:parquet 🚀	49948984	59919047	0.83
tpch_q17/datafusion:parquet 🚀	138216371	166664708	0.83
tpch_q18/datafusion:parquet	170856737	184519153	0.93
tpch_q19/datafusion:parquet	68059646	74887488	0.91
tpch_q20/datafusion:parquet	77903020	80586188	0.97
tpch_q21/datafusion:parquet	147034562	151695244	0.97
tpch_q22/datafusion:parquet	34730356	37598285	0.92

datafusion / arrow (0.955x ➖, 3↑ 1↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow 🚀	50817392	57115496	0.89
tpch_q02/datafusion:arrow	21234365	21523677	0.99
tpch_q03/datafusion:arrow	31950290	33635921	0.95
tpch_q04/datafusion:arrow 🚀	25653598	29175086	0.88
tpch_q05/datafusion:arrow 🚀	73155809	83487285	0.88
tpch_q06/datafusion:arrow	19667917	21415883	0.92
tpch_q07/datafusion:arrow	108918534	117221750	0.93
tpch_q08/datafusion:arrow	42328751	43566321	0.97
tpch_q09/datafusion:arrow	66616151	68663090	0.97
tpch_q10/datafusion:arrow	49154949	53970385	0.91
tpch_q11/datafusion:arrow	11185256	11863007	0.94
tpch_q12/datafusion:arrow	60035596	56598946	1.06
tpch_q13/datafusion:arrow 🚨	57746108	49207428	1.17
tpch_q14/datafusion:arrow	22826548	23683702	0.96
tpch_q15/datafusion:arrow	43292239	45471644	0.95
tpch_q16/datafusion:arrow	20048785	21401628	0.94
tpch_q17/datafusion:arrow	71943715	71550463	1.01
tpch_q18/datafusion:arrow	139393098	145605702	0.96
tpch_q19/datafusion:arrow	41499816	43229798	0.96
tpch_q20/datafusion:arrow	37252319	41027280	0.91
tpch_q21/datafusion:arrow	150375206	158172404	0.95
tpch_q22/datafusion:arrow	19207917	20139088	0.95

duckdb / vortex-file-compressed (0.904x ➖, 11↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	33463360	35681084	0.94
tpch_q02/duckdb:vortex-file-compressed 🚀	26535060	31352798	0.85
tpch_q03/duckdb:vortex-file-compressed	28649002	31296753	0.92
tpch_q04/duckdb:vortex-file-compressed 🚀	28151797	32487648	0.87
tpch_q05/duckdb:vortex-file-compressed	34827264	36381091	0.96
tpch_q06/duckdb:vortex-file-compressed	10719456	11536752	0.93
tpch_q07/duckdb:vortex-file-compressed 🚀	37355464	43061240	0.87
tpch_q08/duckdb:vortex-file-compressed 🚀	40003203	44562115	0.90
tpch_q09/duckdb:vortex-file-compressed 🚀	75532798	88041418	0.86
tpch_q10/duckdb:vortex-file-compressed	35043146	37325698	0.94
tpch_q11/duckdb:vortex-file-compressed	16223467	16332992	0.99
tpch_q12/duckdb:vortex-file-compressed	22238314	24695564	0.90
tpch_q13/duckdb:vortex-file-compressed 🚀	37576783	42458227	0.89
tpch_q14/duckdb:vortex-file-compressed 🚀	21466363	25793135	0.83
tpch_q15/duckdb:vortex-file-compressed 🚀	16003007	18421237	0.87
tpch_q16/duckdb:vortex-file-compressed	30867413	29951373	1.03
tpch_q17/duckdb:vortex-file-compressed	25096701	26495537	0.95
tpch_q18/duckdb:vortex-file-compressed	46913918	49948020	0.94
tpch_q19/duckdb:vortex-file-compressed 🚀	31450474	37116156	0.85
tpch_q20/duckdb:vortex-file-compressed 🚀	34018618	40256306	0.85
tpch_q21/duckdb:vortex-file-compressed 🚀	101939324	116364350	0.88
tpch_q22/duckdb:vortex-file-compressed	18474367	19682710	0.94

duckdb / vortex-compact (0.925x ➖, 6↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	38213330	39560767	0.97
tpch_q02/duckdb:vortex-compact	38188521	41183390	0.93
tpch_q03/duckdb:vortex-compact	32401009	35801903	0.91
tpch_q04/duckdb:vortex-compact	34644199	35388093	0.98
tpch_q05/duckdb:vortex-compact	36607400	39064415	0.94
tpch_q06/duckdb:vortex-compact	14273520	14326974	1.00
tpch_q07/duckdb:vortex-compact	42290162	44615332	0.95
tpch_q08/duckdb:vortex-compact 🚀	44337038	51119286	0.87
tpch_q09/duckdb:vortex-compact	91460724	90212289	1.01
tpch_q10/duckdb:vortex-compact	39835527	43318406	0.92
tpch_q11/duckdb:vortex-compact	20160049	21642924	0.93
tpch_q12/duckdb:vortex-compact	35609819	38483652	0.93
tpch_q13/duckdb:vortex-compact 🚀	45679175	52649407	0.87
tpch_q14/duckdb:vortex-compact 🚀	29564458	33451717	0.88
tpch_q15/duckdb:vortex-compact	19177875	20638642	0.93
tpch_q16/duckdb:vortex-compact	36474026	37525413	0.97
tpch_q17/duckdb:vortex-compact	30538370	32765401	0.93
tpch_q18/duckdb:vortex-compact	50222847	55759456	0.90
tpch_q19/duckdb:vortex-compact 🚀	36431944	42391178	0.86
tpch_q20/duckdb:vortex-compact	42923104	45165713	0.95
tpch_q21/duckdb:vortex-compact 🚀	109098857	121685340	0.90
tpch_q22/duckdb:vortex-compact 🚀	20329196	23382896	0.87

duckdb / parquet (0.949x ➖, 7↑ 2↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	80456605	76846853	1.05
tpch_q02/duckdb:parquet	39856874	41192684	0.97
tpch_q03/duckdb:parquet	68860636	71786032	0.96
tpch_q04/duckdb:parquet 🚀	46439595	56603414	0.82
tpch_q05/duckdb:parquet	67648322	71180336	0.95
tpch_q06/duckdb:parquet	20606357	21121890	0.98
tpch_q07/duckdb:parquet	77083592	74967193	1.03
tpch_q08/duckdb:parquet 🚀	81407746	100745152	0.81
tpch_q09/duckdb:parquet 🚀	131368562	147671518	0.89
tpch_q10/duckdb:parquet	125881260	139596256	0.90
tpch_q11/duckdb:parquet	22714012	23244429	0.98
tpch_q12/duckdb:parquet 🚀	45206761	57450780	0.79
tpch_q13/duckdb:parquet 🚀	260576142	306191849	0.85
tpch_q14/duckdb:parquet	56722939	52180415	1.09
tpch_q15/duckdb:parquet 🚨	29598441	26424662	1.12
tpch_q16/duckdb:parquet	55336663	57880177	0.96
tpch_q17/duckdb:parquet 🚨	65405386	51005916	1.28
tpch_q18/duckdb:parquet	120934109	120634207	1.00
tpch_q19/duckdb:parquet 🚀	67374087	78388194	0.86
tpch_q20/duckdb:parquet	62909947	66719288	0.94
tpch_q21/duckdb:parquet 🚀	173779918	199824324	0.87
tpch_q22/duckdb:parquet	50534142	54680839	0.92

duckdb / duckdb (0.967x ➖, 2↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	15961397	16216349	0.98
tpch_q02/duckdb:duckdb	12323204	12699131	0.97
tpch_q03/duckdb:duckdb	19545255	20134272	0.97
tpch_q04/duckdb:duckdb	19394700	20217656	0.96
tpch_q05/duckdb:duckdb	21218535	19826153	1.07
tpch_q06/duckdb:duckdb	5171314	5465857	0.95
tpch_q07/duckdb:duckdb	22388217	23343379	0.96
tpch_q08/duckdb:duckdb	20768961	21603380	0.96
tpch_q09/duckdb:duckdb 🚀	51530451	57384319	0.90
tpch_q10/duckdb:duckdb	44015366	45974871	0.96
tpch_q11/duckdb:duckdb	5571897	5871504	0.95
tpch_q12/duckdb:duckdb	13751393	13988289	0.98
tpch_q13/duckdb:duckdb 🚀	37397674	43462055	0.86
tpch_q14/duckdb:duckdb	15594949	16700094	0.93
tpch_q15/duckdb:duckdb	11925324	11717171	1.02
tpch_q16/duckdb:duckdb	22108336	22878712	0.97
tpch_q17/duckdb:duckdb	13427908	13511668	0.99
tpch_q18/duckdb:duckdb	37372624	39142351	0.95
tpch_q19/duckdb:duckdb	25525795	26140784	0.98
tpch_q20/duckdb:duckdb	22295452	23262002	0.96
tpch_q21/duckdb:duckdb	56134266	55452448	1.01
tpch_q22/duckdb:duckdb	23909546	23838636	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-11.0%	+3.2%	-13.8%	+26.1%	➖ noise
1	datafusion:vortex-compact	-5.3%	+3.2%	-8.2%	+26.3%	➖ noise
1	datafusion:vortex-file-compressed	-15.6%	+3.2%	-18.2%	+28.4%	➖ noise
1	duckdb:duckdb	-1.6%	+3.2%	-4.6%	+24.3%	➖ noise
1	duckdb:vortex-compact	-3.4%	+3.2%	-6.4%	+24.7%	➖ noise
1	duckdb:vortex-file-compressed	-6.2%	+3.2%	-9.1%	+24.1%	➖ noise
2	datafusion:arrow	-1.3%	-2.7%	+1.4%	+18.1%	➖ noise
2	datafusion:vortex-compact	-9.4%	-2.7%	-6.8%	+18.1%	➖ noise
2	datafusion:vortex-file-compressed	-13.7%	-2.7%	-11.2%	+18.1%	➖ noise
2	duckdb:duckdb	-3.0%	-2.7%	-0.2%	+18.1%	➖ noise
2	duckdb:vortex-compact	-7.3%	-2.7%	-4.7%	+18.1%	➖ noise
2	duckdb:vortex-file-compressed	-15.4%	-2.7%	-13.0%	+18.1%	➖ noise
3	datafusion:arrow	-5.0%	-2.6%	-2.5%	+18.1%	➖ noise
3	datafusion:vortex-compact	-13.2%	-2.6%	-10.9%	+18.1%	➖ noise
3	datafusion:vortex-file-compressed	-17.4%	-2.6%	-15.1%	+18.1%	➖ noise
3	duckdb:duckdb	-2.9%	-2.6%	-0.3%	+18.1%	➖ noise
3	duckdb:vortex-compact	-9.5%	-2.6%	-7.1%	+18.1%	➖ noise
3	duckdb:vortex-file-compressed	-8.5%	-2.6%	-6.0%	+22.9%	➖ noise
4	datafusion:arrow	-12.1%	-10.5%	-1.7%	+18.1%	➖ noise
4	datafusion:vortex-compact	-8.5%	-10.5%	+2.3%	+18.1%	➖ noise
4	datafusion:vortex-file-compressed	-8.1%	-10.5%	+2.7%	+18.1%	➖ noise
4	duckdb:duckdb	-4.1%	-10.5%	+7.2%	+18.1%	➖ noise
4	duckdb:vortex-compact	-2.1%	-10.5%	+9.4%	+18.1%	➖ noise
4	duckdb:vortex-file-compressed	-13.3%	-10.5%	-3.2%	+18.1%	➖ noise
5	datafusion:arrow	-12.4%	-3.0%	-9.7%	+18.1%	➖ noise
5	datafusion:vortex-compact	-13.5%	-3.0%	-10.9%	+18.1%	➖ noise
5	datafusion:vortex-file-compressed	-12.1%	-3.0%	-9.4%	+18.1%	➖ noise
5	duckdb:duckdb	+7.0%	-3.0%	+10.3%	+18.1%	➖ noise
5	duckdb:vortex-compact	-6.3%	-3.0%	-3.4%	+18.1%	➖ noise
5	duckdb:vortex-file-compressed	-4.3%	-3.0%	-1.3%	+18.1%	➖ noise
6	datafusion:arrow	-8.2%	-5.5%	-2.8%	+18.1%	➖ noise
6	datafusion:vortex-compact	+9.6%	-5.5%	+16.0%	+19.0%	➖ noise
6	datafusion:vortex-file-compressed	-10.3%	-5.5%	-5.1%	+21.9%	➖ noise
6	duckdb:duckdb	-5.4%	-5.5%	+0.1%	+21.2%	➖ noise
6	duckdb:vortex-compact	-0.4%	-5.5%	+5.4%	+22.5%	➖ noise
6	duckdb:vortex-file-compressed	-7.1%	-5.5%	-1.7%	+20.2%	➖ noise
7	datafusion:arrow	-7.1%	-1.1%	-6.0%	+18.1%	➖ noise
7	datafusion:vortex-compact	-5.8%	-1.1%	-4.7%	+18.1%	➖ noise
7	datafusion:vortex-file-compressed	-12.2%	-1.1%	-11.1%	+18.1%	➖ noise
7	duckdb:duckdb	-4.1%	-1.1%	-3.0%	+18.1%	➖ noise
7	duckdb:vortex-compact	-5.2%	-1.1%	-4.1%	+18.1%	➖ noise
7	duckdb:vortex-file-compressed	-13.3%	-1.1%	-12.3%	+18.1%	➖ noise
8	datafusion:arrow	-2.8%	-16.1%	+15.8%	+18.1%	➖ noise
8	datafusion:vortex-compact	-9.5%	-16.1%	+7.9%	+18.1%	➖ noise
8	datafusion:vortex-file-compressed	-9.3%	-16.1%	+8.1%	+18.1%	➖ noise
8	duckdb:duckdb	-3.9%	-16.1%	+14.6%	+18.1%	➖ noise
8	duckdb:vortex-compact	-13.3%	-16.1%	+3.3%	+18.1%	➖ noise
8	duckdb:vortex-file-compressed	-10.2%	-16.1%	+7.0%	+18.1%	➖ noise
9	datafusion:arrow	-3.0%	-9.1%	+6.7%	+18.1%	➖ noise
9	datafusion:vortex-compact	-8.7%	-9.1%	+0.4%	+18.1%	➖ noise
9	datafusion:vortex-file-compressed	-13.2%	-9.1%	-4.5%	+18.1%	➖ noise
9	duckdb:duckdb	-10.2%	-9.1%	-1.3%	+18.1%	➖ noise
9	duckdb:vortex-compact	+1.4%	-9.1%	+11.5%	+18.1%	➖ noise
9	duckdb:vortex-file-compressed	-14.2%	-9.1%	-5.7%	+18.1%	➖ noise
10	datafusion:arrow	-8.9%	-6.1%	-3.0%	+18.1%	➖ noise
10	datafusion:vortex-compact	-10.8%	-6.1%	-4.9%	+18.1%	➖ noise
10	datafusion:vortex-file-compressed	-10.7%	-6.1%	-4.9%	+18.1%	➖ noise
10	duckdb:duckdb	-4.3%	-6.1%	+2.0%	+18.8%	➖ noise
10	duckdb:vortex-compact	-8.0%	-6.1%	-2.0%	+18.1%	➖ noise
10	duckdb:vortex-file-compressed	-6.1%	-6.1%	+0.0%	+18.1%	➖ noise
11	datafusion:arrow	-5.7%	-4.1%	-1.7%	+18.1%	➖ noise
11	datafusion:vortex-compact	-15.1%	-4.1%	-11.5%	+18.1%	➖ noise
11	datafusion:vortex-file-compressed	-17.3%	-4.1%	-13.7%	+18.1%	➖ noise
11	duckdb:duckdb	-5.1%	-4.1%	-1.1%	+18.1%	➖ noise
11	duckdb:vortex-compact	-6.9%	-4.1%	-2.9%	+18.1%	➖ noise
11	duckdb:vortex-file-compressed	-0.7%	-4.1%	+3.6%	+18.1%	➖ noise
12	datafusion:arrow	+6.1%	-13.6%	+22.7%	+18.6%	🚨 regression
12	datafusion:vortex-compact	-7.9%	-13.6%	+6.6%	+18.1%	➖ noise
12	datafusion:vortex-file-compressed	-13.4%	-13.6%	+0.2%	+18.1%	➖ noise
12	duckdb:duckdb	-1.7%	-13.6%	+13.8%	+18.1%	➖ noise
12	duckdb:vortex-compact	-7.5%	-13.6%	+7.1%	+18.1%	➖ noise
12	duckdb:vortex-file-compressed	-10.0%	-13.6%	+4.2%	+18.1%	➖ noise
13	datafusion:arrow	+17.4%	-14.8%	+37.8%	+18.1%	🚨 regression
13	datafusion:vortex-compact	-7.2%	-14.8%	+8.9%	+18.1%	➖ noise
13	datafusion:vortex-file-compressed	-11.9%	-14.8%	+3.4%	+18.1%	➖ noise
13	duckdb:duckdb	-14.0%	-14.8%	+1.0%	+18.1%	➖ noise
13	duckdb:vortex-compact	-13.2%	-14.8%	+1.9%	+18.1%	➖ noise
13	duckdb:vortex-file-compressed	-11.5%	-14.8%	+3.9%	+18.1%	➖ noise
14	datafusion:arrow	-3.6%	+4.3%	-7.6%	+18.1%	➖ noise
14	datafusion:vortex-compact	-8.0%	+4.3%	-11.7%	+18.1%	➖ noise
14	datafusion:vortex-file-compressed	-13.5%	+4.3%	-17.0%	+18.1%	✅ faster
14	duckdb:duckdb	-6.6%	+4.3%	-10.4%	+23.6%	➖ noise
14	duckdb:vortex-compact	-11.6%	+4.3%	-15.2%	+18.1%	➖ noise
14	duckdb:vortex-file-compressed	-16.8%	+4.3%	-20.2%	+18.1%	✅ faster
15	datafusion:arrow	-4.8%	+4.8%	-9.2%	+18.1%	➖ noise
15	datafusion:vortex-compact	-10.8%	+4.8%	-15.0%	+18.1%	➖ noise
15	datafusion:vortex-file-compressed	-9.0%	+4.8%	-13.2%	+18.1%	➖ noise
15	duckdb:duckdb	+1.8%	+4.8%	-2.9%	+18.1%	➖ noise
15	duckdb:vortex-compact	-7.1%	+4.8%	-11.4%	+18.1%	➖ noise
15	duckdb:vortex-file-compressed	-13.1%	+4.8%	-17.1%	+18.1%	✅ faster
16	datafusion:arrow	-6.3%	-10.7%	+4.9%	+18.1%	➖ noise
16	datafusion:vortex-compact	-7.9%	-10.7%	+3.2%	+18.1%	➖ noise
16	datafusion:vortex-file-compressed	-11.7%	-10.7%	-1.1%	+18.1%	➖ noise
16	duckdb:duckdb	-3.4%	-10.7%	+8.2%	+18.1%	➖ noise
16	duckdb:vortex-compact	-2.8%	-10.7%	+8.9%	+18.1%	➖ noise
16	duckdb:vortex-file-compressed	+3.1%	-10.7%	+15.4%	+18.1%	➖ noise
17	datafusion:arrow	+0.5%	+3.1%	-2.5%	+18.1%	➖ noise
17	datafusion:vortex-compact	-4.0%	+3.1%	-6.9%	+19.5%	➖ noise
17	datafusion:vortex-file-compressed	-15.6%	+3.1%	-18.1%	+19.5%	✅ faster
17	duckdb:duckdb	-0.6%	+3.1%	-3.6%	+18.7%	➖ noise
17	duckdb:vortex-compact	-6.8%	+3.1%	-9.6%	+18.1%	➖ noise
17	duckdb:vortex-file-compressed	-5.3%	+3.1%	-8.1%	+19.7%	➖ noise
18	datafusion:arrow	-4.3%	-3.7%	-0.6%	+18.1%	➖ noise
18	datafusion:vortex-compact	-7.2%	-3.7%	-3.7%	+18.1%	➖ noise
18	datafusion:vortex-file-compressed	-7.9%	-3.7%	-4.4%	+18.1%	➖ noise
18	duckdb:duckdb	-4.5%	-3.7%	-0.9%	+18.1%	➖ noise
18	duckdb:vortex-compact	-9.9%	-3.7%	-6.5%	+18.1%	➖ noise
18	duckdb:vortex-file-compressed	-6.1%	-3.7%	-2.5%	+18.1%	➖ noise
19	datafusion:arrow	-4.0%	-11.6%	+8.6%	+18.1%	➖ noise
19	datafusion:vortex-compact	-6.8%	-11.6%	+5.4%	+18.1%	➖ noise
19	datafusion:vortex-file-compressed	+0.4%	-11.6%	+13.7%	+18.1%	➖ noise
19	duckdb:duckdb	-2.4%	-11.6%	+10.5%	+19.4%	➖ noise
19	duckdb:vortex-compact	-14.1%	-11.6%	-2.8%	+18.1%	➖ noise
19	duckdb:vortex-file-compressed	-15.3%	-11.6%	-4.1%	+18.1%	➖ noise
20	datafusion:arrow	-9.2%	-4.5%	-4.9%	+18.1%	➖ noise
20	datafusion:vortex-compact	-13.0%	-4.5%	-8.9%	+18.1%	➖ noise
20	datafusion:vortex-file-compressed	-10.4%	-4.5%	-6.1%	+18.1%	➖ noise
20	duckdb:duckdb	-4.2%	-4.5%	+0.4%	+18.1%	➖ noise
20	duckdb:vortex-compact	-5.0%	-4.5%	-0.5%	+18.1%	➖ noise
20	duckdb:vortex-file-compressed	-15.5%	-4.5%	-11.5%	+20.5%	➖ noise
21	datafusion:arrow	-4.9%	-8.2%	+3.5%	+18.1%	➖ noise
21	datafusion:vortex-compact	-13.7%	-8.2%	-6.0%	+18.1%	➖ noise
21	datafusion:vortex-file-compressed	-11.1%	-8.2%	-3.2%	+18.1%	➖ noise
21	duckdb:duckdb	+1.2%	-8.2%	+10.3%	+18.1%	➖ noise
21	duckdb:vortex-compact	-10.3%	-8.2%	-2.3%	+18.1%	➖ noise
21	duckdb:vortex-file-compressed	-12.4%	-8.2%	-4.6%	+18.1%	➖ noise
22	datafusion:arrow	-4.6%	-7.6%	+3.2%	+18.1%	➖ noise
22	datafusion:vortex-compact	-11.9%	-7.6%	-4.7%	+18.1%	➖ noise
22	datafusion:vortex-file-compressed	-8.2%	-7.6%	-0.6%	+18.1%	➖ noise
22	duckdb:duckdb	+0.3%	-7.6%	+8.6%	+18.1%	➖ noise
22	duckdb:vortex-compact	-13.1%	-7.6%	-5.9%	+18.1%	➖ noise
22	duckdb:vortex-file-compressed	-6.1%	-7.6%	+1.6%	+18.1%	➖ noise

github-actions · 2026-04-13T23:51:12Z

File Sizes: TPC-H SF=1 on NVME

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

File	Scale	Format	Base	Change	%
lineitem_18.vortex	100	vortex-file-compressed	148.20 MB	148.20 MB	-100.0%
orders_0.vortex	100	vortex-file-compressed	179.57 MB	179.57 MB	-100.0%
lineitem_119.vortex	100	vortex-file-compressed	148.75 MB	148.75 MB	-100.0%
orders_14.vortex	100	vortex-file-compressed	179.74 MB	179.74 MB	-100.0%
lineitem_79.vortex	100	vortex-file-compressed	148.82 MB	148.82 MB	-100.0%
lineitem_63.vortex	100	vortex-file-compressed	148.99 MB	148.99 MB	-100.0%
lineitem_3.vortex	100	vortex-file-compressed	148.59 MB	148.59 MB	-100.0%
part_2.vortex	100	vortex-file-compressed	28.39 MB	28.39 MB	-100.0%
partsupp_7.vortex	100	vortex-file-compressed	190.87 MB	190.87 MB	-100.0%
lineitem_37.vortex	100	vortex-file-compressed	148.12 MB	148.12 MB	-100.0%
lineitem_10.vortex	100	vortex-file-compressed	148.72 MB	148.72 MB	-100.0%
lineitem_85.vortex	100	vortex-file-compressed	148.44 MB	148.44 MB	-100.0%
customer_3.vortex	100	vortex-file-compressed	261.33 MB	261.33 MB	-100.0%
lineitem_33.vortex	100	vortex-file-compressed	148.30 MB	148.30 MB	-100.0%
lineitem_35.vortex	100	vortex-file-compressed	148.79 MB	148.79 MB	-100.0%
lineitem_92.vortex	100	vortex-file-compressed	148.56 MB	148.56 MB	-100.0%
orders_4.vortex	100	vortex-file-compressed	179.97 MB	179.97 MB	-100.0%
orders_20.vortex	100	vortex-file-compressed	179.42 MB	179.42 MB	-100.0%
orders_17.vortex	100	vortex-file-compressed	179.59 MB	179.59 MB	-100.0%
lineitem_47.vortex	100	vortex-file-compressed	148.68 MB	148.68 MB	-100.0%
customer_2.vortex	100	vortex-file-compressed	261.23 MB	261.23 MB	-100.0%
lineitem_60.vortex	100	vortex-file-compressed	148.96 MB	148.96 MB	-100.0%
lineitem_36.vortex	100	vortex-file-compressed	148.27 MB	148.27 MB	-100.0%
lineitem_68.vortex	100	vortex-file-compressed	148.56 MB	148.56 MB	-100.0%
lineitem_5.vortex	100	vortex-file-compressed	148.64 MB	148.64 MB	-100.0%
lineitem_49.vortex	100	vortex-file-compressed	148.86 MB	148.86 MB	-100.0%
lineitem_104.vortex	100	vortex-file-compressed	148.93 MB	148.93 MB	-100.0%
lineitem_43.vortex	100	vortex-file-compressed	148.40 MB	148.40 MB	-100.0%
lineitem_46.vortex	100	vortex-file-compressed	148.32 MB	148.32 MB	-100.0%
duckdb.db	100	vortex-file-compressed	268.00 KB	268.00 KB	-100.0%
lineitem_100.vortex	100	vortex-file-compressed	148.57 MB	148.57 MB	-100.0%
lineitem_17.vortex	100	vortex-file-compressed	148.93 MB	148.93 MB	-100.0%
lineitem_89.vortex	100	vortex-file-compressed	148.51 MB	148.51 MB	-100.0%
nation_0.vortex	100	vortex-file-compressed	8.10 KB	8.10 KB	-100.0%
part_8.vortex	100	vortex-file-compressed	28.36 MB	28.36 MB	-100.0%
part_9.vortex	100	vortex-file-compressed	28.33 MB	28.33 MB	-100.0%
lineitem_87.vortex	100	vortex-file-compressed	148.12 MB	148.12 MB	-100.0%
lineitem_34.vortex	100	vortex-file-compressed	149.17 MB	149.17 MB	-100.0%
part_6.vortex	100	vortex-file-compressed	28.36 MB	28.36 MB	-100.0%
orders_2.vortex	100	vortex-file-compressed	179.91 MB	179.91 MB	-100.0%
partsupp_18.vortex	100	vortex-file-compressed	190.65 MB	190.65 MB	-100.0%
partsupp_0.vortex	100	vortex-file-compressed	190.64 MB	190.64 MB	-100.0%
lineitem_0.vortex	100	vortex-file-compressed	149.03 MB	149.03 MB	-100.0%
lineitem_101.vortex	100	vortex-file-compressed	148.77 MB	148.77 MB	-100.0%
lineitem_74.vortex	100	vortex-file-compressed	148.21 MB	148.21 MB	-100.0%
partsupp_14.vortex	100	vortex-file-compressed	190.89 MB	190.89 MB	-100.0%
orders_5.vortex	100	vortex-file-compressed	179.60 MB	179.60 MB	-100.0%
part_4.vortex	100	vortex-file-compressed	28.34 MB	28.34 MB	-100.0%
lineitem_66.vortex	100	vortex-file-compressed	148.56 MB	148.56 MB	-100.0%
region_0.vortex	100	vortex-file-compressed	4.50 KB	4.50 KB	-100.0%
lineitem_113.vortex	100	vortex-file-compressed	148.17 MB	148.17 MB	-100.0%
lineitem_109.vortex	100	vortex-file-compressed	148.55 MB	148.55 MB	-100.0%
lineitem_6.vortex	100	vortex-file-compressed	148.42 MB	148.42 MB	-100.0%
orders_16.vortex	100	vortex-file-compressed	179.44 MB	179.44 MB	-100.0%
part_7.vortex	100	vortex-file-compressed	28.34 MB	28.34 MB	-100.0%
part_3.vortex	100	vortex-file-compressed	28.35 MB	28.35 MB	-100.0%
orders_3.vortex	100	vortex-file-compressed	179.68 MB	179.68 MB	-100.0%
lineitem_117.vortex	100	vortex-file-compressed	148.67 MB	148.67 MB	-100.0%
part_10.vortex	100	vortex-file-compressed	28.35 MB	28.35 MB	-100.0%
partsupp_6.vortex	100	vortex-file-compressed	190.65 MB	190.65 MB	-100.0%
orders_19.vortex	100	vortex-file-compressed	179.62 MB	179.62 MB	-100.0%
lineitem_52.vortex	100	vortex-file-compressed	147.76 MB	147.76 MB	-100.0%
lineitem_24.vortex	100	vortex-file-compressed	148.15 MB	148.15 MB	-100.0%
lineitem_73.vortex	100	vortex-file-compressed	148.75 MB	148.75 MB	-100.0%
lineitem_14.vortex	100	vortex-file-compressed	148.36 MB	148.36 MB	-100.0%
orders_18.vortex	100	vortex-file-compressed	180.03 MB	180.03 MB	-100.0%
lineitem_22.vortex	100	vortex-file-compressed	148.04 MB	148.04 MB	-100.0%
orders_26.vortex	100	vortex-file-compressed	179.54 MB	179.54 MB	-100.0%
lineitem_120.vortex	100	vortex-file-compressed	147.85 MB	147.85 MB	-100.0%
orders_13.vortex	100	vortex-file-compressed	179.40 MB	179.40 MB	-100.0%
lineitem_21.vortex	100	vortex-file-compressed	148.75 MB	148.75 MB	-100.0%
orders_27.vortex	100	vortex-file-compressed	179.35 MB	179.35 MB	-100.0%
partsupp_2.vortex	100	vortex-file-compressed	190.66 MB	190.66 MB	-100.0%
lineitem_25.vortex	100	vortex-file-compressed	148.88 MB	148.88 MB	-100.0%
partsupp_16.vortex	100	vortex-file-compressed	190.52 MB	190.52 MB	-100.0%
lineitem_51.vortex	100	vortex-file-compressed	148.81 MB	148.81 MB	-100.0%
orders_15.vortex	100	vortex-file-compressed	179.78 MB	179.78 MB	-100.0%
supplier_0.vortex	100	vortex-file-compressed	66.58 MB	66.58 MB	-100.0%
lineitem_42.vortex	100	vortex-file-compressed	148.80 MB	148.80 MB	-100.0%
lineitem_111.vortex	100	vortex-file-compressed	148.34 MB	148.34 MB	-100.0%
lineitem_99.vortex	100	vortex-file-compressed	147.97 MB	147.97 MB	-100.0%
orders_21.vortex	100	vortex-file-compressed	179.45 MB	179.45 MB	-100.0%
orders_22.vortex	100	vortex-file-compressed	179.61 MB	179.61 MB	-100.0%
lineitem_32.vortex	100	vortex-file-compressed	149.15 MB	149.15 MB	-100.0%
lineitem_12.vortex	100	vortex-file-compressed	148.66 MB	148.66 MB	-100.0%
partsupp_8.vortex	100	vortex-file-compressed	190.76 MB	190.76 MB	-100.0%
orders_1.vortex	100	vortex-file-compressed	179.50 MB	179.50 MB	-100.0%
lineitem_50.vortex	100	vortex-file-compressed	149.12 MB	149.12 MB	-100.0%
lineitem_48.vortex	100	vortex-file-compressed	148.66 MB	148.66 MB	-100.0%
lineitem_56.vortex	100	vortex-file-compressed	148.30 MB	148.30 MB	-100.0%
lineitem_40.vortex	100	vortex-file-compressed	148.48 MB	148.48 MB	-100.0%
partsupp_1.vortex	100	vortex-file-compressed	190.96 MB	190.96 MB	-100.0%
lineitem_16.vortex	100	vortex-file-compressed	148.50 MB	148.50 MB	-100.0%
part_18.vortex	100	vortex-file-compressed	28.43 MB	28.43 MB	-100.0%
orders_8.vortex	100	vortex-file-compressed	179.77 MB	179.77 MB	-100.0%
lineitem_72.vortex	100	vortex-file-compressed	148.52 MB	148.52 MB	-100.0%
lineitem_112.vortex	100	vortex-file-compressed	148.06 MB	148.06 MB	-100.0%
lineitem_81.vortex	100	vortex-file-compressed	148.32 MB	148.32 MB	-100.0%
lineitem_75.vortex	100	vortex-file-compressed	148.40 MB	148.40 MB	-100.0%
partsupp_17.vortex	100	vortex-file-compressed	190.76 MB	190.76 MB	-100.0%
orders_7.vortex	100	vortex-file-compressed	179.70 MB	179.70 MB	-100.0%
part_0.vortex	100	vortex-file-compressed	28.37 MB	28.37 MB	-100.0%
lineitem_78.vortex	100	vortex-file-compressed	148.04 MB	148.04 MB	-100.0%
partsupp_12.vortex	100	vortex-file-compressed	190.77 MB	190.77 MB	-100.0%
part_16.vortex	100	vortex-file-compressed	28.34 MB	28.34 MB	-100.0%
lineitem_83.vortex	100	vortex-file-compressed	148.97 MB	148.97 MB	-100.0%
partsupp_10.vortex	100	vortex-file-compressed	190.86 MB	190.86 MB	-100.0%
lineitem_57.vortex	100	vortex-file-compressed	148.79 MB	148.79 MB	-100.0%
lineitem_26.vortex	100	vortex-file-compressed	148.59 MB	148.59 MB	-100.0%
partsupp_4.vortex	100	vortex-file-compressed	190.67 MB	190.67 MB	-100.0%
lineitem_96.vortex	100	vortex-file-compressed	148.51 MB	148.51 MB	-100.0%
lineitem_118.vortex	100	vortex-file-compressed	148.35 MB	148.35 MB	-100.0%
lineitem_69.vortex	100	vortex-file-compressed	148.58 MB	148.58 MB	-100.0%
part_12.vortex	100	vortex-file-compressed	28.35 MB	28.35 MB	-100.0%
partsupp_9.vortex	100	vortex-file-compressed	190.76 MB	190.76 MB	-100.0%
partsupp_5.vortex	100	vortex-file-compressed	190.67 MB	190.67 MB	-100.0%
lineitem_95.vortex	100	vortex-file-compressed	148.14 MB	148.14 MB	-100.0%
lineitem_94.vortex	100	vortex-file-compressed	148.77 MB	148.77 MB	-100.0%
lineitem_59.vortex	100	vortex-file-compressed	148.81 MB	148.81 MB	-100.0%
part_15.vortex	100	vortex-file-compressed	28.40 MB	28.40 MB	-100.0%
lineitem_102.vortex	100	vortex-file-compressed	148.62 MB	148.62 MB	-100.0%
lineitem_110.vortex	100	vortex-file-compressed	148.80 MB	148.80 MB	-100.0%
lineitem_53.vortex	100	vortex-file-compressed	148.66 MB	148.66 MB	-100.0%
customer_1.vortex	100	vortex-file-compressed	261.31 MB	261.31 MB	-100.0%
lineitem_115.vortex	100	vortex-file-compressed	148.24 MB	148.24 MB	-100.0%
lineitem_8.vortex	100	vortex-file-compressed	148.90 MB	148.90 MB	-100.0%
lineitem_97.vortex	100	vortex-file-compressed	148.58 MB	148.58 MB	-100.0%
partsupp_3.vortex	100	vortex-file-compressed	190.63 MB	190.63 MB	-100.0%
lineitem_80.vortex	100	vortex-file-compressed	148.17 MB	148.17 MB	-100.0%
orders_10.vortex	100	vortex-file-compressed	179.70 MB	179.70 MB	-100.0%
lineitem_44.vortex	100	vortex-file-compressed	148.42 MB	148.42 MB	-100.0%
lineitem_107.vortex	100	vortex-file-compressed	148.52 MB	148.52 MB	-100.0%
lineitem_67.vortex	100	vortex-file-compressed	149.09 MB	149.09 MB	-100.0%
lineitem_91.vortex	100	vortex-file-compressed	148.69 MB	148.69 MB	-100.0%
orders_25.vortex	100	vortex-file-compressed	179.39 MB	179.39 MB	-100.0%
lineitem_13.vortex	100	vortex-file-compressed	148.69 MB	148.69 MB	-100.0%
lineitem_98.vortex	100	vortex-file-compressed	148.93 MB	148.93 MB	-100.0%
lineitem_2.vortex	100	vortex-file-compressed	148.93 MB	148.93 MB	-100.0%
part_1.vortex	100	vortex-file-compressed	28.41 MB	28.41 MB	-100.0%
lineitem_20.vortex	100	vortex-file-compressed	149.06 MB	149.06 MB	-100.0%
lineitem_29.vortex	100	vortex-file-compressed	149.04 MB	149.04 MB	-100.0%
lineitem_93.vortex	100	vortex-file-compressed	148.33 MB	148.33 MB	-100.0%
lineitem_11.vortex	100	vortex-file-compressed	148.96 MB	148.96 MB	-100.0%
lineitem_88.vortex	100	vortex-file-compressed	149.00 MB	149.00 MB	-100.0%
lineitem_39.vortex	100	vortex-file-compressed	148.04 MB	148.04 MB	-100.0%
lineitem_45.vortex	100	vortex-file-compressed	147.67 MB	147.67 MB	-100.0%
lineitem_86.vortex	100	vortex-file-compressed	148.23 MB	148.23 MB	-100.0%
lineitem_90.vortex	100	vortex-file-compressed	148.38 MB	148.38 MB	-100.0%
lineitem_31.vortex	100	vortex-file-compressed	148.87 MB	148.87 MB	-100.0%
orders_24.vortex	100	vortex-file-compressed	179.13 MB	179.13 MB	-100.0%
orders_9.vortex	100	vortex-file-compressed	179.68 MB	179.68 MB	-100.0%
part_13.vortex	100	vortex-file-compressed	28.36 MB	28.36 MB	-100.0%
lineitem_1.vortex	100	vortex-file-compressed	148.90 MB	148.90 MB	-100.0%
lineitem_105.vortex	100	vortex-file-compressed	148.13 MB	148.13 MB	-100.0%
lineitem_106.vortex	100	vortex-file-compressed	148.54 MB	148.54 MB	-100.0%
lineitem_108.vortex	100	vortex-file-compressed	147.99 MB	147.99 MB	-100.0%
partsupp_15.vortex	100	vortex-file-compressed	190.79 MB	190.79 MB	-100.0%
lineitem_114.vortex	100	vortex-file-compressed	148.13 MB	148.13 MB	-100.0%
orders_6.vortex	100	vortex-file-compressed	179.39 MB	179.39 MB	-100.0%
lineitem_4.vortex	100	vortex-file-compressed	147.97 MB	147.97 MB	-100.0%
lineitem_27.vortex	100	vortex-file-compressed	148.82 MB	148.82 MB	-100.0%
lineitem_77.vortex	100	vortex-file-compressed	148.67 MB	148.67 MB	-100.0%
lineitem_41.vortex	100	vortex-file-compressed	147.56 MB	147.56 MB	-100.0%
lineitem_58.vortex	100	vortex-file-compressed	149.01 MB	149.01 MB	-100.0%
partsupp_11.vortex	100	vortex-file-compressed	190.69 MB	190.69 MB	-100.0%
lineitem_71.vortex	100	vortex-file-compressed	148.46 MB	148.46 MB	-100.0%
orders_11.vortex	100	vortex-file-compressed	179.64 MB	179.64 MB	-100.0%
lineitem_61.vortex	100	vortex-file-compressed	148.30 MB	148.30 MB	-100.0%
lineitem_7.vortex	100	vortex-file-compressed	148.39 MB	148.39 MB	-100.0%
orders_12.vortex	100	vortex-file-compressed	179.89 MB	179.89 MB	-100.0%
part_17.vortex	100	vortex-file-compressed	28.33 MB	28.33 MB	-100.0%
part_5.vortex	100	vortex-file-compressed	28.31 MB	28.31 MB	-100.0%
lineitem_76.vortex	100	vortex-file-compressed	148.05 MB	148.05 MB	-100.0%
lineitem_84.vortex	100	vortex-file-compressed	148.45 MB	148.45 MB	-100.0%
part_14.vortex	100	vortex-file-compressed	28.38 MB	28.38 MB	-100.0%
lineitem_15.vortex	100	vortex-file-compressed	148.24 MB	148.24 MB	-100.0%
customer_0.vortex	100	vortex-file-compressed	261.34 MB	261.34 MB	-100.0%
lineitem_82.vortex	100	vortex-file-compressed	148.75 MB	148.75 MB	-100.0%
lineitem_54.vortex	100	vortex-file-compressed	149.31 MB	149.31 MB	-100.0%
orders_23.vortex	100	vortex-file-compressed	179.50 MB	179.50 MB	-100.0%
partsupp_13.vortex	100	vortex-file-compressed	190.61 MB	190.61 MB	-100.0%
lineitem_64.vortex	100	vortex-file-compressed	148.28 MB	148.28 MB	-100.0%
lineitem_62.vortex	100	vortex-file-compressed	147.73 MB	147.73 MB	-100.0%
part_11.vortex	100	vortex-file-compressed	28.37 MB	28.37 MB	-100.0%
lineitem_55.vortex	100	vortex-file-compressed	148.62 MB	148.62 MB	-100.0%
lineitem_38.vortex	100	vortex-file-compressed	149.30 MB	149.30 MB	-100.0%
lineitem_70.vortex	100	vortex-file-compressed	148.41 MB	148.41 MB	-100.0%
lineitem_116.vortex	100	vortex-file-compressed	148.63 MB	148.63 MB	-100.0%
lineitem_30.vortex	100	vortex-file-compressed	148.12 MB	148.12 MB	-100.0%
lineitem_9.vortex	100	vortex-file-compressed	149.12 MB	149.12 MB	-100.0%
lineitem_65.vortex	100	vortex-file-compressed	148.17 MB	148.17 MB	-100.0%
lineitem_19.vortex	100	vortex-file-compressed	149.06 MB	149.06 MB	-100.0%
lineitem_23.vortex	100	vortex-file-compressed	148.65 MB	148.65 MB	-100.0%
lineitem_28.vortex	100	vortex-file-compressed	149.00 MB	149.00 MB	-100.0%
lineitem_103.vortex	100	vortex-file-compressed	148.75 MB	148.75 MB	-100.0%

Totals:

vortex-compact: 194.43 MB → 194.43 MB (0.0%)
vortex-file-compressed: 27.88 GB → 266.83 MB (-99.1%)

github-actions · 2026-04-13T23:51:47Z

Benchmarks: FineWeb NVMe

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.8%
Vortex (geomean): 1.006x ➖
Parquet (geomean): 0.998x ➖
Shifts: Parquet (control) -0.2% · Median polish +0.1%

datafusion / vortex-file-compressed (1.022x ➖, 0↑ 2↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚨	5657513	4886768	1.16
fineweb_q01/datafusion:vortex-file-compressed	25873902	26164679	0.99
fineweb_q02/datafusion:vortex-file-compressed	28226252	28902735	0.98
fineweb_q03/datafusion:vortex-file-compressed	75878193	78227370	0.97
fineweb_q04/datafusion:vortex-file-compressed	257420120	267437355	0.96
fineweb_q05/datafusion:vortex-file-compressed	231864929	229936429	1.01
fineweb_q06/datafusion:vortex-file-compressed	70681211	70114592	1.01
fineweb_q07/datafusion:vortex-file-compressed	70030080	69222375	1.01
fineweb_q08/datafusion:vortex-file-compressed 🚨	26169988	23015964	1.14

datafusion / vortex-compact (0.983x ➖, 1↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 🚀	4882140	5445734	0.90
fineweb_q01/datafusion:vortex-compact	163252262	162835497	1.00
fineweb_q02/datafusion:vortex-compact	164377741	163024990	1.01
fineweb_q03/datafusion:vortex-compact	1438095359	1445717281	0.99
fineweb_q04/datafusion:vortex-compact	1565335683	1556608682	1.01
fineweb_q05/datafusion:vortex-compact	1244171520	1229426795	1.01
fineweb_q06/datafusion:vortex-compact	687842683	693715510	0.99
fineweb_q07/datafusion:vortex-compact	732994709	733379448	1.00
fineweb_q08/datafusion:vortex-compact	21421667	22694624	0.94

datafusion / parquet (0.997x ➖, 0↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	6427487	6500170	0.99
fineweb_q01/datafusion:parquet	281059890	286175616	0.98
fineweb_q02/datafusion:parquet	279311341	285165637	0.98
fineweb_q03/datafusion:parquet	288030342	279318607	1.03
fineweb_q04/datafusion:parquet	296602655	290680612	1.02
fineweb_q05/datafusion:parquet	292242401	290718953	1.01
fineweb_q06/datafusion:parquet	283584034	293877560	0.96
fineweb_q07/datafusion:parquet	279170830	279120527	1.00
fineweb_q08/datafusion:parquet	276926959	276327133	1.00

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

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	3380755	3431485	0.99
fineweb_q01/duckdb:vortex-file-compressed 🚀	24349437	27219565	0.89
fineweb_q02/duckdb:vortex-file-compressed	26177219	26451180	0.99
fineweb_q03/duckdb:vortex-file-compressed 🚨	169168252	126465455	1.34
fineweb_q04/duckdb:vortex-file-compressed	235272546	229495929	1.03
fineweb_q05/duckdb:vortex-file-compressed	216549059	220148523	0.98
fineweb_q06/duckdb:vortex-file-compressed	65584745	61221693	1.07
fineweb_q07/duckdb:vortex-file-compressed	62737403	68489089	0.92
fineweb_q08/duckdb:vortex-file-compressed	24709472	24010711	1.03

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

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	4099217	4087238	1.00
fineweb_q01/duckdb:vortex-compact	108475453	109298792	0.99
fineweb_q02/duckdb:vortex-compact	117510050	118234610	0.99
fineweb_q03/duckdb:vortex-compact	880722755	850881714	1.04
fineweb_q04/duckdb:vortex-compact	907314803	904064010	1.00
fineweb_q05/duckdb:vortex-compact	839808404	803239834	1.05
fineweb_q06/duckdb:vortex-compact	468153478	465283401	1.01
fineweb_q07/duckdb:vortex-compact	472841323	479489083	0.99
fineweb_q08/duckdb:vortex-compact	21719096	23413793	0.93

duckdb / parquet (0.999x ➖, 0↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	36012458	35958620	1.00
fineweb_q01/duckdb:parquet	91721497	93938384	0.98
fineweb_q02/duckdb:parquet	96890594	95996517	1.01
fineweb_q03/duckdb:parquet	306268801	307436052	1.00
fineweb_q04/duckdb:parquet	441001032	439450653	1.00
fineweb_q05/duckdb:parquet	408550253	409848941	1.00
fineweb_q06/duckdb:parquet	196556186	198519685	0.99
fineweb_q07/duckdb:parquet	207900702	208633287	1.00
fineweb_q08/duckdb:parquet	57527845	56549472	1.02

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-10.3%	-0.5%	-9.9%	+34.8%	➖ noise
0	datafusion:vortex-file-compressed	+15.8%	-0.5%	+16.3%	+64.6%	➖ noise
0	duckdb:vortex-compact	+0.3%	-0.5%	+0.8%	+34.6%	➖ noise
0	duckdb:vortex-file-compressed	-1.5%	-0.5%	-1.0%	+48.8%	➖ noise
1	datafusion:vortex-compact	+0.3%	-2.1%	+2.4%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	-1.1%	-2.1%	+1.0%	+26.1%	➖ noise
1	duckdb:vortex-compact	-0.8%	-2.1%	+1.3%	+14.3%	➖ noise
1	duckdb:vortex-file-compressed	-10.5%	-2.1%	-8.6%	+44.2%	➖ noise
2	datafusion:vortex-compact	+0.8%	-0.6%	+1.4%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-2.3%	-0.6%	-1.8%	+13.6%	➖ noise
2	duckdb:vortex-compact	-0.6%	-0.6%	-0.0%	+13.1%	➖ noise
2	duckdb:vortex-file-compressed	-1.0%	-0.6%	-0.5%	+13.5%	➖ noise
3	datafusion:vortex-compact	-0.5%	+1.4%	-1.9%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-3.0%	+1.4%	-4.3%	+14.4%	➖ noise
3	duckdb:vortex-compact	+3.5%	+1.4%	+2.1%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+33.8%	+1.4%	+32.0%	+30.3%	🚨 regression
4	datafusion:vortex-compact	+0.6%	+1.2%	-0.6%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-3.7%	+1.2%	-4.9%	+10.0%	➖ noise
4	duckdb:vortex-compact	+0.4%	+1.2%	-0.8%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+2.5%	+1.2%	+1.3%	+10.0%	➖ noise
5	datafusion:vortex-compact	+1.2%	+0.1%	+1.1%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+0.8%	+0.1%	+0.7%	+10.0%	➖ noise
5	duckdb:vortex-compact	+4.6%	+0.1%	+4.4%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-1.6%	+0.1%	-1.7%	+10.0%	➖ noise
6	datafusion:vortex-compact	-0.8%	-2.3%	+1.4%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+0.8%	-2.3%	+3.1%	+21.0%	➖ noise
6	duckdb:vortex-compact	+0.6%	-2.3%	+2.9%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+7.1%	-2.3%	+9.6%	+12.9%	➖ noise
7	datafusion:vortex-compact	-0.1%	-0.2%	+0.1%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+1.2%	-0.2%	+1.3%	+14.8%	➖ noise
7	duckdb:vortex-compact	-1.4%	-0.2%	-1.2%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-8.4%	-0.2%	-8.2%	+10.0%	➖ noise
8	datafusion:vortex-compact	-5.6%	+1.0%	-6.5%	+15.3%	➖ noise
8	datafusion:vortex-file-compressed	+13.7%	+1.0%	+12.6%	+34.1%	➖ noise
8	duckdb:vortex-compact	-7.2%	+1.0%	-8.1%	+19.7%	➖ noise
8	duckdb:vortex-file-compressed	+2.9%	+1.0%	+1.9%	+17.3%	➖ noise

github-actions · 2026-04-13T23:51:50Z

File Sizes: FineWeb NVMe

No file size changes detected.

github-actions · 2026-04-13T23:55:04Z

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.1%
Vortex (geomean): 1.010x ➖
Parquet (geomean): 1.011x ➖
Shifts: Parquet (control) +1.1% · Median polish +1.0%

datafusion / vortex-file-compressed (1.022x ➖, 1↑ 2↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	27236959	27265768	1.00
tpcds_q02/datafusion:vortex-file-compressed	54708584	52046053	1.05
tpcds_q03/datafusion:vortex-file-compressed	19926498	19857098	1.00
tpcds_q04/datafusion:vortex-file-compressed	307162361	288355666	1.07
tpcds_q05/datafusion:vortex-file-compressed	53260639	55623425	0.96
tpcds_q06/datafusion:vortex-file-compressed	50542928	51949396	0.97
tpcds_q07/datafusion:vortex-file-compressed	50971570	53628972	0.95
tpcds_q08/datafusion:vortex-file-compressed	38387819	36850240	1.04
tpcds_q09/datafusion:vortex-file-compressed	48675663	49285747	0.99
tpcds_q10/datafusion:vortex-file-compressed	44681822	43657588	1.02
tpcds_q11/datafusion:vortex-file-compressed	166884883	163352874	1.02
tpcds_q12/datafusion:vortex-file-compressed	24301226	22802315	1.07
tpcds_q13/datafusion:vortex-file-compressed	54444111	53079000	1.03
tpcds_q14/datafusion:vortex-file-compressed	207842367	202326043	1.03
tpcds_q15/datafusion:vortex-file-compressed	35474593	34278135	1.03
tpcds_q16/datafusion:vortex-file-compressed	27940740	27852034	1.00
tpcds_q17/datafusion:vortex-file-compressed	66746307	66863372	1.00
tpcds_q18/datafusion:vortex-file-compressed	78008168	76195624	1.02
tpcds_q19/datafusion:vortex-file-compressed	29946393	29883872	1.00
tpcds_q20/datafusion:vortex-file-compressed	26223542	25578248	1.03
tpcds_q21/datafusion:vortex-file-compressed	142821081	135447813	1.05
tpcds_q22/datafusion:vortex-file-compressed	58553015	58207048	1.01
tpcds_q23/datafusion:vortex-file-compressed	148112116	145812135	1.02
tpcds_q24/datafusion:vortex-file-compressed	110422720	111042267	0.99
tpcds_q25/datafusion:vortex-file-compressed	69844670	66962812	1.04
tpcds_q26/datafusion:vortex-file-compressed	37260233	36593944	1.02
tpcds_q27/datafusion:vortex-file-compressed	119224227	118912787	1.00
tpcds_q28/datafusion:vortex-file-compressed	46076778	42578162	1.08
tpcds_q29/datafusion:vortex-file-compressed	66088659	64668571	1.02
tpcds_q30/datafusion:vortex-file-compressed	31222292	30597180	1.02
tpcds_q31/datafusion:vortex-file-compressed	95586052	91778124	1.04
tpcds_q32/datafusion:vortex-file-compressed	21800910	21329978	1.02
tpcds_q33/datafusion:vortex-file-compressed	38792035	39259705	0.99
tpcds_q34/datafusion:vortex-file-compressed	31716489	32409004	0.98
tpcds_q35/datafusion:vortex-file-compressed	54715474	54757177	1.00
tpcds_q36/datafusion:vortex-file-compressed	75824190	73984657	1.02
tpcds_q37/datafusion:vortex-file-compressed	33890577	32820118	1.03
tpcds_q38/datafusion:vortex-file-compressed	52662008	52095132	1.01
tpcds_q39/datafusion:vortex-file-compressed 🚀	137421674	154403021	0.89
tpcds_q40/datafusion:vortex-file-compressed	53209185	52580221	1.01
tpcds_q41/datafusion:vortex-file-compressed	18891927	18558627	1.02
tpcds_q42/datafusion:vortex-file-compressed	19017546	18312768	1.04
tpcds_q43/datafusion:vortex-file-compressed	33107630	31816068	1.04
tpcds_q44/datafusion:vortex-file-compressed	43039205	42614295	1.01
tpcds_q45/datafusion:vortex-file-compressed	34013422	34060660	1.00
tpcds_q46/datafusion:vortex-file-compressed	47014336	46437402	1.01
tpcds_q47/datafusion:vortex-file-compressed	207262951	206667465	1.00
tpcds_q48/datafusion:vortex-file-compressed	43517265	40629951	1.07
tpcds_q49/datafusion:vortex-file-compressed	71383711	66556970	1.07
tpcds_q50/datafusion:vortex-file-compressed	47923002	43914048	1.09
tpcds_q51/datafusion:vortex-file-compressed	89219891	89710052	0.99
tpcds_q52/datafusion:vortex-file-compressed	19099240	18277154	1.04
tpcds_q53/datafusion:vortex-file-compressed 🚨	28686079	25134542	1.14
tpcds_q54/datafusion:vortex-file-compressed	45088688	43642053	1.03
tpcds_q55/datafusion:vortex-file-compressed	18427176	17815029	1.03
tpcds_q56/datafusion:vortex-file-compressed 🚨	44175809	38965673	1.13
tpcds_q57/datafusion:vortex-file-compressed	136479839	126984821	1.07
tpcds_q58/datafusion:vortex-file-compressed	70122397	70451871	1.00
tpcds_q59/datafusion:vortex-file-compressed	72109622	71135376	1.01
tpcds_q60/datafusion:vortex-file-compressed	43082392	41218186	1.05
tpcds_q61/datafusion:vortex-file-compressed	50910695	50580175	1.01
tpcds_q62/datafusion:vortex-file-compressed	30999188	31373531	0.99
tpcds_q63/datafusion:vortex-file-compressed	25920842	25455101	1.02
tpcds_q64/datafusion:vortex-file-compressed	475093883	467981931	1.02
tpcds_q65/datafusion:vortex-file-compressed	51425399	48303884	1.06
tpcds_q66/datafusion:vortex-file-compressed	90491466	91214887	0.99
tpcds_q67/datafusion:vortex-file-compressed	123920643	121762134	1.02
tpcds_q68/datafusion:vortex-file-compressed	47695333	45305047	1.05
tpcds_q69/datafusion:vortex-file-compressed	43721629	40846789	1.07
tpcds_q70/datafusion:vortex-file-compressed	110543164	109244869	1.01
tpcds_q71/datafusion:vortex-file-compressed	30072680	30674061	0.98
tpcds_q72/datafusion:vortex-file-compressed	2662047671	2588703100	1.03
tpcds_q73/datafusion:vortex-file-compressed	35226714	34188516	1.03
tpcds_q74/datafusion:vortex-file-compressed	117981127	114932058	1.03
tpcds_q75/datafusion:vortex-file-compressed	118497416	118541125	1.00
tpcds_q76/datafusion:vortex-file-compressed	33787029	33959117	0.99
tpcds_q77/datafusion:vortex-file-compressed	51567241	50174099	1.03
tpcds_q78/datafusion:vortex-file-compressed	122707270	120774237	1.02
tpcds_q79/datafusion:vortex-file-compressed	37446820	36988088	1.01
tpcds_q80/datafusion:vortex-file-compressed	112979063	111444140	1.01
tpcds_q81/datafusion:vortex-file-compressed	38441616	36435619	1.06
tpcds_q82/datafusion:vortex-file-compressed	36386023	36279056	1.00
tpcds_q83/datafusion:vortex-file-compressed	52651902	49905379	1.06
tpcds_q84/datafusion:vortex-file-compressed	16204950	15454832	1.05
tpcds_q85/datafusion:vortex-file-compressed	104353872	100233820	1.04
tpcds_q86/datafusion:vortex-file-compressed	19177659	18080573	1.06
tpcds_q87/datafusion:vortex-file-compressed	54540691	52266296	1.04
tpcds_q88/datafusion:vortex-file-compressed	73102747	73009227	1.00
tpcds_q89/datafusion:vortex-file-compressed	35789155	34959043	1.02
tpcds_q90/datafusion:vortex-file-compressed	17642800	18561510	0.95
tpcds_q91/datafusion:vortex-file-compressed	25572132	24849967	1.03
tpcds_q92/datafusion:vortex-file-compressed	19536567	18010104	1.08
tpcds_q93/datafusion:vortex-file-compressed	32841874	33166878	0.99
tpcds_q94/datafusion:vortex-file-compressed	24802220	25130694	0.99
tpcds_q95/datafusion:vortex-file-compressed	60682812	59701583	1.02
tpcds_q96/datafusion:vortex-file-compressed	16186248	14976199	1.08
tpcds_q97/datafusion:vortex-file-compressed	30881794	30104806	1.03
tpcds_q98/datafusion:vortex-file-compressed	32400476	31256395	1.04
tpcds_q99/datafusion:vortex-file-compressed	45939580	46906899	0.98

datafusion / vortex-compact (1.012x ➖, 0↑ 3↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	35302524	35640149	0.99
tpcds_q02/datafusion:vortex-compact	60716252	61388755	0.99
tpcds_q03/datafusion:vortex-compact	26817921	25794512	1.04
tpcds_q04/datafusion:vortex-compact	336518343	331582958	1.01
tpcds_q05/datafusion:vortex-compact	64122049	62967669	1.02
tpcds_q06/datafusion:vortex-compact	60379542	57793020	1.04
tpcds_q07/datafusion:vortex-compact	65601826	66550791	0.99
tpcds_q08/datafusion:vortex-compact	45333523	43971538	1.03
tpcds_q09/datafusion:vortex-compact	72413225	69280782	1.05
tpcds_q10/datafusion:vortex-compact	67133479	63409208	1.06
tpcds_q11/datafusion:vortex-compact	193986977	188162626	1.03
tpcds_q12/datafusion:vortex-compact	27309664	27595108	0.99
tpcds_q13/datafusion:vortex-compact	123582783	115830049	1.07
tpcds_q14/datafusion:vortex-compact	257489125	251288394	1.02
tpcds_q15/datafusion:vortex-compact	39243875	39046111	1.01
tpcds_q16/datafusion:vortex-compact	37362766	38618731	0.97
tpcds_q17/datafusion:vortex-compact	96428791	91176773	1.06
tpcds_q18/datafusion:vortex-compact	88711405	90009967	0.99
tpcds_q19/datafusion:vortex-compact	44722094	44453433	1.01
tpcds_q20/datafusion:vortex-compact	30388570	28645123	1.06
tpcds_q21/datafusion:vortex-compact	145018594	141778721	1.02
tpcds_q22/datafusion:vortex-compact	63908574	65615471	0.97
tpcds_q23/datafusion:vortex-compact 🚨	197584123	179291564	1.10
tpcds_q24/datafusion:vortex-compact 🚨	156806031	140849392	1.11
tpcds_q25/datafusion:vortex-compact	101279937	97059195	1.04
tpcds_q26/datafusion:vortex-compact	45921659	45534709	1.01
tpcds_q27/datafusion:vortex-compact	158515460	159973656	0.99
tpcds_q28/datafusion:vortex-compact	86446234	85385712	1.01
tpcds_q29/datafusion:vortex-compact	93498877	95922690	0.97
tpcds_q30/datafusion:vortex-compact	38038289	34632956	1.10
tpcds_q31/datafusion:vortex-compact	131934386	131975301	1.00
tpcds_q32/datafusion:vortex-compact	26854499	27302014	0.98
tpcds_q33/datafusion:vortex-compact	54666670	56608722	0.97
tpcds_q34/datafusion:vortex-compact	50662790	53171790	0.95
tpcds_q35/datafusion:vortex-compact	70494068	70157575	1.00
tpcds_q36/datafusion:vortex-compact	100250769	101062321	0.99
tpcds_q37/datafusion:vortex-compact	46981550	47277381	0.99
tpcds_q38/datafusion:vortex-compact	70750588	67855261	1.04
tpcds_q39/datafusion:vortex-compact	150049652	151386119	0.99
tpcds_q40/datafusion:vortex-compact	57959881	58012732	1.00
tpcds_q41/datafusion:vortex-compact	20979951	19777193	1.06
tpcds_q42/datafusion:vortex-compact	25087689	24904767	1.01
tpcds_q43/datafusion:vortex-compact	39126087	38199365	1.02
tpcds_q44/datafusion:vortex-compact	72629130	72320321	1.00
tpcds_q45/datafusion:vortex-compact	39689633	39160003	1.01
tpcds_q46/datafusion:vortex-compact	74980323	72561014	1.03
tpcds_q47/datafusion:vortex-compact	231439885	230915644	1.00
tpcds_q48/datafusion:vortex-compact 🚨	85905341	78043367	1.10
tpcds_q49/datafusion:vortex-compact	89058893	91157123	0.98
tpcds_q50/datafusion:vortex-compact	65228054	63683642	1.02
tpcds_q51/datafusion:vortex-compact	97595562	97310789	1.00
tpcds_q52/datafusion:vortex-compact	25508414	25459370	1.00
tpcds_q53/datafusion:vortex-compact	36939299	35061092	1.05
tpcds_q54/datafusion:vortex-compact	59895514	60359557	0.99
tpcds_q55/datafusion:vortex-compact	24834516	24463233	1.02
tpcds_q56/datafusion:vortex-compact	57284746	56220241	1.02
tpcds_q57/datafusion:vortex-compact	137728032	144905359	0.95
tpcds_q58/datafusion:vortex-compact	78404922	80148140	0.98
tpcds_q59/datafusion:vortex-compact	83700870	84302161	0.99
tpcds_q60/datafusion:vortex-compact	56800152	57432515	0.99
tpcds_q61/datafusion:vortex-compact	76760135	76570771	1.00
tpcds_q62/datafusion:vortex-compact	33812022	33723555	1.00
tpcds_q63/datafusion:vortex-compact	35276775	35135172	1.00
tpcds_q64/datafusion:vortex-compact	545065822	547898638	0.99
tpcds_q65/datafusion:vortex-compact	69450631	70785240	0.98
tpcds_q66/datafusion:vortex-compact	98396882	97742503	1.01
tpcds_q67/datafusion:vortex-compact	127527160	128494795	0.99
tpcds_q68/datafusion:vortex-compact	72309627	74230462	0.97
tpcds_q69/datafusion:vortex-compact	60340120	59950027	1.01
tpcds_q70/datafusion:vortex-compact	123340250	123603814	1.00
tpcds_q71/datafusion:vortex-compact	47741535	46919513	1.02
tpcds_q72/datafusion:vortex-compact	2590540926	2615481740	0.99
tpcds_q73/datafusion:vortex-compact	52482764	53040730	0.99
tpcds_q74/datafusion:vortex-compact	135699839	133178527	1.02
tpcds_q75/datafusion:vortex-compact	161537820	161449134	1.00
tpcds_q76/datafusion:vortex-compact	51125990	50087322	1.02
tpcds_q77/datafusion:vortex-compact	68645199	68240006	1.01
tpcds_q78/datafusion:vortex-compact	147843267	149271495	0.99
tpcds_q79/datafusion:vortex-compact	62877826	61438628	1.02
tpcds_q80/datafusion:vortex-compact	134931780	131261293	1.03
tpcds_q81/datafusion:vortex-compact	43975710	42033040	1.05
tpcds_q82/datafusion:vortex-compact	49524567	47304905	1.05
tpcds_q83/datafusion:vortex-compact	56412922	57465048	0.98
tpcds_q84/datafusion:vortex-compact	19140315	18454221	1.04
tpcds_q85/datafusion:vortex-compact	125471072	124097775	1.01
tpcds_q86/datafusion:vortex-compact	22017730	22827111	0.96
tpcds_q87/datafusion:vortex-compact	71271272	67635270	1.05
tpcds_q88/datafusion:vortex-compact	121820344	123104018	0.99
tpcds_q89/datafusion:vortex-compact	45935562	44161114	1.04
tpcds_q90/datafusion:vortex-compact	24170682	23766575	1.02
tpcds_q91/datafusion:vortex-compact	39923585	38863358	1.03
tpcds_q92/datafusion:vortex-compact	25052494	25543443	0.98
tpcds_q93/datafusion:vortex-compact	47061879	45772211	1.03
tpcds_q94/datafusion:vortex-compact	30365822	31370760	0.97
tpcds_q95/datafusion:vortex-compact	69971755	69380546	1.01
tpcds_q96/datafusion:vortex-compact	25824536	25448032	1.01
tpcds_q97/datafusion:vortex-compact	44288439	42487235	1.04
tpcds_q98/datafusion:vortex-compact	39007457	38606096	1.01
tpcds_q99/datafusion:vortex-compact	50589802	49814451	1.02

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

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	37991422	36177212	1.05
tpcds_q02/datafusion:parquet	47444469	44967622	1.06
tpcds_q03/datafusion:parquet	15078437	15225685	0.99
tpcds_q04/datafusion:parquet	310501441	326424861	0.95
tpcds_q05/datafusion:parquet 🚨	55492225	48925593	1.13
tpcds_q06/datafusion:parquet	65478086	66365957	0.99
tpcds_q07/datafusion:parquet	86856917	88703183	0.98
tpcds_q08/datafusion:parquet 🚨	36058016	32216092	1.12
tpcds_q09/datafusion:parquet	57918725	55362424	1.05
tpcds_q10/datafusion:parquet	84721982	79645452	1.06
tpcds_q11/datafusion:parquet	176866152	178897497	0.99
tpcds_q12/datafusion:parquet	22478308	24183883	0.93
tpcds_q13/datafusion:parquet	87049048	85772365	1.01
tpcds_q14/datafusion:parquet	190218990	199243152	0.95
tpcds_q15/datafusion:parquet	25256970	24720443	1.02
tpcds_q16/datafusion:parquet	27157325	27444223	0.99
tpcds_q17/datafusion:parquet	68389216	68587837	1.00
tpcds_q18/datafusion:parquet	130651493	130243277	1.00
tpcds_q19/datafusion:parquet	27783258	27351012	1.02
tpcds_q20/datafusion:parquet	21583322	20426783	1.06
tpcds_q21/datafusion:parquet	22825832	21440704	1.06
tpcds_q22/datafusion:parquet	142657995	146741737	0.97
tpcds_q23/datafusion:parquet	167401887	163116876	1.03
tpcds_q24/datafusion:parquet	104214331	104459459	1.00
tpcds_q25/datafusion:parquet	72678568	71587250	1.02
tpcds_q26/datafusion:parquet	75855518	78398400	0.97
tpcds_q27/datafusion:parquet	163796763	159451621	1.03
tpcds_q28/datafusion:parquet	49519486	49154711	1.01
tpcds_q29/datafusion:parquet	72553999	74529488	0.97
tpcds_q30/datafusion:parquet	44299032	42946985	1.03
tpcds_q31/datafusion:parquet	75478730	73976649	1.02
tpcds_q32/datafusion:parquet	22976878	21834936	1.05
tpcds_q33/datafusion:parquet	34904544	35436388	0.98
tpcds_q34/datafusion:parquet	28043481	26508286	1.06
tpcds_q35/datafusion:parquet	83124402	84148095	0.99
tpcds_q36/datafusion:parquet	63827969	65003952	0.98
tpcds_q37/datafusion:parquet	24152015	23056513	1.05
tpcds_q38/datafusion:parquet	49304657	50469465	0.98
tpcds_q39/datafusion:parquet	83643052	83901820	1.00
tpcds_q40/datafusion:parquet	28163591	27402998	1.03
tpcds_q41/datafusion:parquet	15831032	15523902	1.02
tpcds_q42/datafusion:parquet	13507000	13938559	0.97
tpcds_q43/datafusion:parquet	19055527	19798589	0.96
tpcds_q44/datafusion:parquet	42778845	41187142	1.04
tpcds_q45/datafusion:parquet	32088346	33499883	0.96
tpcds_q46/datafusion:parquet	38247188	39170665	0.98
tpcds_q47/datafusion:parquet	136902186	135524697	1.01
tpcds_q48/datafusion:parquet	79884954	81081122	0.99
tpcds_q49/datafusion:parquet	67555162	65125825	1.04
tpcds_q50/datafusion:parquet	50476333	49236842	1.03
tpcds_q51/datafusion:parquet	91837005	88195058	1.04
tpcds_q52/datafusion:parquet	14827864	13980834	1.06
tpcds_q53/datafusion:parquet	22875560	22224974	1.03
tpcds_q54/datafusion:parquet	45578273	41745319	1.09
tpcds_q55/datafusion:parquet	14030058	13957769	1.01
tpcds_q56/datafusion:parquet	37534406	35625469	1.05
tpcds_q57/datafusion:parquet	116261700	109198954	1.06
tpcds_q58/datafusion:parquet	57768379	57104552	1.01
tpcds_q59/datafusion:parquet	60337942	58392628	1.03
tpcds_q60/datafusion:parquet	34922363	34954246	1.00
tpcds_q61/datafusion:parquet	51257382	51112266	1.00
tpcds_q62/datafusion:parquet 🚨	28241782	24879367	1.14
tpcds_q63/datafusion:parquet	22404429	20657752	1.08
tpcds_q64/datafusion:parquet	557157882	537018587	1.04
tpcds_q65/datafusion:parquet	44476238	44982815	0.99
tpcds_q66/datafusion:parquet	73751677	73140090	1.01
tpcds_q67/datafusion:parquet	153106786	150476380	1.02
tpcds_q68/datafusion:parquet	38673306	38866514	1.00
tpcds_q69/datafusion:parquet	78173173	76080568	1.03
tpcds_q70/datafusion:parquet	94510434	95300741	0.99
tpcds_q71/datafusion:parquet	26559008	26889109	0.99
tpcds_q72/datafusion:parquet	647070547	631594195	1.02
tpcds_q73/datafusion:parquet	26877693	27053993	0.99
tpcds_q74/datafusion:parquet	102650679	104169210	0.99
tpcds_q75/datafusion:parquet	116551858	117526859	0.99
tpcds_q76/datafusion:parquet	37645143	34365852	1.10
tpcds_q77/datafusion:parquet	49693293	49667481	1.00
tpcds_q78/datafusion:parquet	125317655	122624511	1.02
tpcds_q79/datafusion:parquet	32941942	32514423	1.01
tpcds_q80/datafusion:parquet	93016024	93101456	1.00
tpcds_q81/datafusion:parquet	42056944	41881057	1.00
tpcds_q82/datafusion:parquet	22977457	23900230	0.96
tpcds_q83/datafusion:parquet	47525533	47558438	1.00
tpcds_q84/datafusion:parquet	50716538	47524280	1.07
tpcds_q85/datafusion:parquet	170855707	170407862	1.00
tpcds_q86/datafusion:parquet	17464849	17168137	1.02
tpcds_q87/datafusion:parquet	49267626	49877853	0.99
tpcds_q88/datafusion:parquet	69062329	69258544	1.00
tpcds_q89/datafusion:parquet	25226141	24614953	1.02
tpcds_q90/datafusion:parquet	18964790	18538950	1.02
tpcds_q91/datafusion:parquet	69637162	68755670	1.01
tpcds_q92/datafusion:parquet	21976120	21509746	1.02
tpcds_q93/datafusion:parquet	35589524	34557015	1.03
tpcds_q94/datafusion:parquet	25480090	25756088	0.99
tpcds_q95/datafusion:parquet	66029201	67514434	0.98
tpcds_q96/datafusion:parquet	14118978	15000972	0.94
tpcds_q97/datafusion:parquet	33213692	33568218	0.99
tpcds_q98/datafusion:parquet	26683500	26783265	1.00
tpcds_q99/datafusion:parquet	31283827	29446006	1.06

duckdb / vortex-file-compressed (1.001x ➖, 1↑ 2↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	25715692	25256196	1.02
tpcds_q02/duckdb:vortex-file-compressed	79903867	78863292	1.01
tpcds_q03/duckdb:vortex-file-compressed	24069463	24868353	0.97
tpcds_q04/duckdb:vortex-file-compressed	99066777	100222861	0.99
tpcds_q05/duckdb:vortex-file-compressed	93425512	98008517	0.95
tpcds_q06/duckdb:vortex-file-compressed	34422335	34882632	0.99
tpcds_q07/duckdb:vortex-file-compressed	22655482	22413448	1.01
tpcds_q08/duckdb:vortex-file-compressed	27293030	27324160	1.00
tpcds_q09/duckdb:vortex-file-compressed	34599336	33660109	1.03
tpcds_q10/duckdb:vortex-file-compressed	42453480	43389351	0.98
tpcds_q11/duckdb:vortex-file-compressed	61229763	60927284	1.00
tpcds_q12/duckdb:vortex-file-compressed	14849708	14209890	1.05
tpcds_q13/duckdb:vortex-file-compressed	42721547	41137567	1.04
tpcds_q14/duckdb:vortex-file-compressed	182312796	189214057	0.96
tpcds_q15/duckdb:vortex-file-compressed	40600263	40296572	1.01
tpcds_q16/duckdb:vortex-file-compressed	29194749	29132320	1.00
tpcds_q17/duckdb:vortex-file-compressed	37813371	39296315	0.96
tpcds_q18/duckdb:vortex-file-compressed	44701910	45974940	0.97
tpcds_q19/duckdb:vortex-file-compressed	32132937	32768499	0.98
tpcds_q20/duckdb:vortex-file-compressed	15914491	17186798	0.93
tpcds_q21/duckdb:vortex-file-compressed	20195227	20981382	0.96
tpcds_q22/duckdb:vortex-file-compressed	100935319	106637342	0.95
tpcds_q23/duckdb:vortex-file-compressed	147573100	150535514	0.98
tpcds_q24/duckdb:vortex-file-compressed	55851009	55013001	1.02
tpcds_q25/duckdb:vortex-file-compressed	36227510	35542809	1.02
tpcds_q26/duckdb:vortex-file-compressed	39779734	39252462	1.01
tpcds_q27/duckdb:vortex-file-compressed	86160750	87308624	0.99
tpcds_q28/duckdb:vortex-file-compressed	34891516	33985420	1.03
tpcds_q29/duckdb:vortex-file-compressed	37037506	37509896	0.99
tpcds_q30/duckdb:vortex-file-compressed	29289731	29482617	0.99
tpcds_q31/duckdb:vortex-file-compressed	28360298	29143233	0.97
tpcds_q32/duckdb:vortex-file-compressed	17316186	17189287	1.01
tpcds_q33/duckdb:vortex-file-compressed 🚨	68979583	62194537	1.11
tpcds_q34/duckdb:vortex-file-compressed	19234226	19600060	0.98
tpcds_q35/duckdb:vortex-file-compressed	72290121	72876188	0.99
tpcds_q36/duckdb:vortex-file-compressed	27452222	27056619	1.01
tpcds_q37/duckdb:vortex-file-compressed	22405887	21508445	1.04
tpcds_q38/duckdb:vortex-file-compressed	39358953	39975820	0.98
tpcds_q39/duckdb:vortex-file-compressed	44156881	44729487	0.99
tpcds_q40/duckdb:vortex-file-compressed	22599861	23940432	0.94
tpcds_q41/duckdb:vortex-file-compressed	14225383	13008718	1.09
tpcds_q42/duckdb:vortex-file-compressed	11956560	12239509	0.98
tpcds_q43/duckdb:vortex-file-compressed	31374130	31120850	1.01
tpcds_q44/duckdb:vortex-file-compressed	24584167	25212655	0.98
tpcds_q45/duckdb:vortex-file-compressed	26664070	28490988	0.94
tpcds_q46/duckdb:vortex-file-compressed	45918844	46367753	0.99
tpcds_q47/duckdb:vortex-file-compressed	50550233	50720113	1.00
tpcds_q48/duckdb:vortex-file-compressed	37814557	38524941	0.98
tpcds_q49/duckdb:vortex-file-compressed	29295608	30758552	0.95
tpcds_q50/duckdb:vortex-file-compressed	33628519	33259814	1.01
tpcds_q51/duckdb:vortex-file-compressed	98756537	100716563	0.98
tpcds_q52/duckdb:vortex-file-compressed	12175844	11835669	1.03
tpcds_q53/duckdb:vortex-file-compressed	16735349	16688635	1.00
tpcds_q54/duckdb:vortex-file-compressed	48047835	45803298	1.05
tpcds_q55/duckdb:vortex-file-compressed	12379230	11325739	1.09
tpcds_q56/duckdb:vortex-file-compressed	61100207	61564198	0.99
tpcds_q57/duckdb:vortex-file-compressed	47280473	46287336	1.02
tpcds_q58/duckdb:vortex-file-compressed	34982711	34018030	1.03
tpcds_q59/duckdb:vortex-file-compressed	82006387	80706111	1.02
tpcds_q60/duckdb:vortex-file-compressed	64037654	65031823	0.98
tpcds_q61/duckdb:vortex-file-compressed	36686925	38426054	0.95
tpcds_q62/duckdb:vortex-file-compressed 🚀	18875326	21582307	0.87
tpcds_q63/duckdb:vortex-file-compressed	17739572	17925785	0.99
tpcds_q64/duckdb:vortex-file-compressed	80752185	77525245	1.04
tpcds_q65/duckdb:vortex-file-compressed	23730655	24281718	0.98
tpcds_q66/duckdb:vortex-file-compressed	57199064	52495894	1.09
tpcds_q67/duckdb:vortex-file-compressed	145510472	144619876	1.01
tpcds_q68/duckdb:vortex-file-compressed	40418032	39236721	1.03
tpcds_q69/duckdb:vortex-file-compressed	42930896	43727943	0.98
tpcds_q70/duckdb:vortex-file-compressed	28600967	28127038	1.02
tpcds_q71/duckdb:vortex-file-compressed	21147468	21303054	0.99
tpcds_q72/duckdb:vortex-file-compressed	172499450	174743138	0.99
tpcds_q73/duckdb:vortex-file-compressed	19708727	20027499	0.98
tpcds_q74/duckdb:vortex-file-compressed	46999390	47099899	1.00
tpcds_q75/duckdb:vortex-file-compressed	57194063	56777927	1.01
tpcds_q76/duckdb:vortex-file-compressed	57892929	61684008	0.94
tpcds_q77/duckdb:vortex-file-compressed	57911454	63426913	0.91
tpcds_q78/duckdb:vortex-file-compressed	80855575	80219163	1.01
tpcds_q79/duckdb:vortex-file-compressed	36245084	34500749	1.05
tpcds_q80/duckdb:vortex-file-compressed	89205626	87736814	1.02
tpcds_q81/duckdb:vortex-file-compressed	33249619	32316292	1.03
tpcds_q82/duckdb:vortex-file-compressed	20950416	21875808	0.96
tpcds_q83/duckdb:vortex-file-compressed	28636981	27606450	1.04
tpcds_q84/duckdb:vortex-file-compressed	18450764	17385144	1.06
tpcds_q85/duckdb:vortex-file-compressed	47109566	46218278	1.02
tpcds_q86/duckdb:vortex-file-compressed	17677507	17881331	0.99
tpcds_q87/duckdb:vortex-file-compressed	42712001	45919955	0.93
tpcds_q88/duckdb:vortex-file-compressed	41959900	39918272	1.05
tpcds_q89/duckdb:vortex-file-compressed	18476154	18296727	1.01
tpcds_q90/duckdb:vortex-file-compressed	14684322	13774284	1.07
tpcds_q91/duckdb:vortex-file-compressed	29342759	28716112	1.02
tpcds_q92/duckdb:vortex-file-compressed	14252152	14689492	0.97
tpcds_q93/duckdb:vortex-file-compressed 🚨	29745482	25562469	1.16
tpcds_q94/duckdb:vortex-file-compressed	21763738	22161606	0.98
tpcds_q95/duckdb:vortex-file-compressed	152536430	151118914	1.01
tpcds_q96/duckdb:vortex-file-compressed	17825887	17661214	1.01
tpcds_q97/duckdb:vortex-file-compressed	39296353	38400938	1.02
tpcds_q98/duckdb:vortex-file-compressed	18675407	18023402	1.04
tpcds_q99/duckdb:vortex-file-compressed	31397148	31661063	0.99

duckdb / vortex-compact (1.005x ➖, 2↑ 3↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact 🚨	34989140	31694111	1.10
tpcds_q02/duckdb:vortex-compact	118438072	119373222	0.99
tpcds_q03/duckdb:vortex-compact	50677699	49421997	1.03
tpcds_q04/duckdb:vortex-compact	116608361	122655609	0.95
tpcds_q05/duckdb:vortex-compact	162310659	159604124	1.02
tpcds_q06/duckdb:vortex-compact	41464651	40286940	1.03
tpcds_q07/duckdb:vortex-compact	38313170	36971962	1.04
tpcds_q08/duckdb:vortex-compact	34803628	35858752	0.97
tpcds_q09/duckdb:vortex-compact	57471340	58649046	0.98
tpcds_q10/duckdb:vortex-compact	56018733	53705031	1.04
tpcds_q11/duckdb:vortex-compact	74628045	74359352	1.00
tpcds_q12/duckdb:vortex-compact 🚀	18742198	21297668	0.88
tpcds_q13/duckdb:vortex-compact	66774739	67844722	0.98
tpcds_q14/duckdb:vortex-compact	273175181	283709892	0.96
tpcds_q15/duckdb:vortex-compact	44366892	44302073	1.00
tpcds_q16/duckdb:vortex-compact	33491756	33723005	0.99
tpcds_q17/duckdb:vortex-compact	50784064	50375561	1.01
tpcds_q18/duckdb:vortex-compact	56868643	57750684	0.98
tpcds_q19/duckdb:vortex-compact	42017500	41167797	1.02
tpcds_q20/duckdb:vortex-compact	21159363	21711088	0.97
tpcds_q21/duckdb:vortex-compact	28994955	27676775	1.05
tpcds_q22/duckdb:vortex-compact	113399605	110537182	1.03
tpcds_q23/duckdb:vortex-compact	169388630	163624069	1.04
tpcds_q24/duckdb:vortex-compact	77453171	76285886	1.02
tpcds_q25/duckdb:vortex-compact	50731483	51743304	0.98
tpcds_q26/duckdb:vortex-compact	49213523	51323308	0.96
tpcds_q27/duckdb:vortex-compact	142445189	140057352	1.02
tpcds_q28/duckdb:vortex-compact	83006899	84451503	0.98
tpcds_q29/duckdb:vortex-compact	51151450	49960302	1.02
tpcds_q30/duckdb:vortex-compact	35602243	34628788	1.03
tpcds_q31/duckdb:vortex-compact	39852855	36791208	1.08
tpcds_q32/duckdb:vortex-compact	24363591	22378531	1.09
tpcds_q33/duckdb:vortex-compact	137541682	136070056	1.01
tpcds_q34/duckdb:vortex-compact	30392064	31315606	0.97
tpcds_q35/duckdb:vortex-compact	81855362	78680832	1.04
tpcds_q36/duckdb:vortex-compact	35613895	35748652	1.00
tpcds_q37/duckdb:vortex-compact	30421387	30737899	0.99
tpcds_q38/duckdb:vortex-compact 🚨	49050062	44312592	1.11
tpcds_q39/duckdb:vortex-compact	53780617	52919731	1.02
tpcds_q40/duckdb:vortex-compact	27600541	28190308	0.98
tpcds_q41/duckdb:vortex-compact	17043012	16299544	1.05
tpcds_q42/duckdb:vortex-compact	16487689	17068839	0.97
tpcds_q43/duckdb:vortex-compact	38630228	38665434	1.00
tpcds_q44/duckdb:vortex-compact	35895312	35297132	1.02
tpcds_q45/duckdb:vortex-compact	33063270	31399161	1.05
tpcds_q46/duckdb:vortex-compact	63097639	63069758	1.00
tpcds_q47/duckdb:vortex-compact	56631793	55868200	1.01
tpcds_q48/duckdb:vortex-compact	56336043	55944738	1.01
tpcds_q49/duckdb:vortex-compact	44961465	43024813	1.05
tpcds_q50/duckdb:vortex-compact	55544089	56698413	0.98
tpcds_q51/duckdb:vortex-compact	108142020	107648177	1.00
tpcds_q52/duckdb:vortex-compact	16686057	17693764	0.94
tpcds_q53/duckdb:vortex-compact	24696121	26084418	0.95
tpcds_q54/duckdb:vortex-compact	78303491	78503776	1.00
tpcds_q55/duckdb:vortex-compact	16811201	17110540	0.98
tpcds_q56/duckdb:vortex-compact	138623180	136790932	1.01
tpcds_q57/duckdb:vortex-compact	48148034	48054592	1.00
tpcds_q58/duckdb:vortex-compact	43231227	43308180	1.00
tpcds_q59/duckdb:vortex-compact	102149619	99736792	1.02
tpcds_q60/duckdb:vortex-compact	138282636	143414363	0.96
tpcds_q61/duckdb:vortex-compact	54563560	54783138	1.00
tpcds_q62/duckdb:vortex-compact 🚀	20235716	27216431	0.74
tpcds_q63/duckdb:vortex-compact	24207682	24916941	0.97
tpcds_q64/duckdb:vortex-compact	106842134	105537698	1.01
tpcds_q65/duckdb:vortex-compact	31222708	30371180	1.03
tpcds_q66/duckdb:vortex-compact	92899650	92252448	1.01
tpcds_q67/duckdb:vortex-compact	152964889	152423689	1.00
tpcds_q68/duckdb:vortex-compact	58503913	56334852	1.04
tpcds_q69/duckdb:vortex-compact	55231589	53953019	1.02
tpcds_q70/duckdb:vortex-compact	35084257	35681306	0.98
tpcds_q71/duckdb:vortex-compact	28507236	26983462	1.06
tpcds_q72/duckdb:vortex-compact	196541174	196483965	1.00
tpcds_q73/duckdb:vortex-compact	30427284	29648832	1.03
tpcds_q74/duckdb:vortex-compact	56169305	55405141	1.01
tpcds_q75/duckdb:vortex-compact	71597280	71336217	1.00
tpcds_q76/duckdb:vortex-compact	133342209	124507511	1.07
tpcds_q77/duckdb:vortex-compact	135988286	132690780	1.02
tpcds_q78/duckdb:vortex-compact	89862224	84664015	1.06
tpcds_q79/duckdb:vortex-compact	66908325	65477006	1.02
tpcds_q80/duckdb:vortex-compact	166769919	164656696	1.01
tpcds_q81/duckdb:vortex-compact	40706683	39847177	1.02
tpcds_q82/duckdb:vortex-compact	31450654	32014281	0.98
tpcds_q83/duckdb:vortex-compact	45594526	45981008	0.99
tpcds_q84/duckdb:vortex-compact	22283931	22240719	1.00
tpcds_q85/duckdb:vortex-compact	59455830	58980176	1.01
tpcds_q86/duckdb:vortex-compact	20854632	20317865	1.03
tpcds_q87/duckdb:vortex-compact	49414899	46524346	1.06
tpcds_q88/duckdb:vortex-compact	42812213	43842184	0.98
tpcds_q89/duckdb:vortex-compact	25519238	25179547	1.01
tpcds_q90/duckdb:vortex-compact	15680655	16411981	0.96
tpcds_q91/duckdb:vortex-compact	45423495	46148029	0.98
tpcds_q92/duckdb:vortex-compact	20708662	21746401	0.95
tpcds_q93/duckdb:vortex-compact	35996277	35936371	1.00
tpcds_q94/duckdb:vortex-compact	26489592	25903779	1.02
tpcds_q95/duckdb:vortex-compact	147025463	152150881	0.97
tpcds_q96/duckdb:vortex-compact 🚨	20727573	18162515	1.14
tpcds_q97/duckdb:vortex-compact	44205797	42441182	1.04
tpcds_q98/duckdb:vortex-compact	24516105	24869942	0.99
tpcds_q99/duckdb:vortex-compact	34549441	32787399	1.05

duckdb / parquet (1.009x ➖, 1↑ 1↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	45838675	43314424	1.06
tpcds_q02/duckdb:parquet	62861679	62608591	1.00
tpcds_q03/duckdb:parquet	11601432	11866352	0.98
tpcds_q04/duckdb:parquet	128181329	125736892	1.02
tpcds_q05/duckdb:parquet	74111470	70646015	1.05
tpcds_q06/duckdb:parquet	29367825	28392237	1.03
tpcds_q07/duckdb:parquet	23345321	23077864	1.01
tpcds_q08/duckdb:parquet	28695232	28180612	1.02
tpcds_q09/duckdb:parquet	39196422	39671265	0.99
tpcds_q10/duckdb:parquet	35555323	34439146	1.03
tpcds_q11/duckdb:parquet	88581371	85501380	1.04
tpcds_q12/duckdb:parquet	14651394	14483319	1.01
tpcds_q13/duckdb:parquet	34181385	33554626	1.02
tpcds_q14/duckdb:parquet	161383705	158679001	1.02
tpcds_q15/duckdb:parquet	30121226	30029943	1.00
tpcds_q16/duckdb:parquet	21252210	21246471	1.00
tpcds_q17/duckdb:parquet	38563794	38147735	1.01
tpcds_q18/duckdb:parquet	46952848	45542476	1.03
tpcds_q19/duckdb:parquet	29901504	29227826	1.02
tpcds_q20/duckdb:parquet	15644826	15754800	0.99
tpcds_q21/duckdb:parquet 🚀	10612406	12061689	0.88
tpcds_q22/duckdb:parquet	67032765	64653697	1.04
tpcds_q23/duckdb:parquet	112505181	114605482	0.98
tpcds_q24/duckdb:parquet	45330000	45555400	1.00
tpcds_q25/duckdb:parquet	33587880	32711962	1.03
tpcds_q26/duckdb:parquet	38170856	35002443	1.09
tpcds_q27/duckdb:parquet	88827443	88003469	1.01
tpcds_q28/duckdb:parquet	37209661	36536869	1.02
tpcds_q29/duckdb:parquet	36042737	34249623	1.05
tpcds_q30/duckdb:parquet	40022352	37307745	1.07
tpcds_q31/duckdb:parquet	22236583	23294221	0.95
tpcds_q32/duckdb:parquet	11537710	11389569	1.01
tpcds_q33/duckdb:parquet	72103133	71287924	1.01
tpcds_q34/duckdb:parquet	21684873	21002299	1.03
tpcds_q35/duckdb:parquet	60961914	60877532	1.00
tpcds_q36/duckdb:parquet	20445192	20814909	0.98
tpcds_q37/duckdb:parquet	13333822	13417116	0.99
tpcds_q38/duckdb:parquet	33205260	33439880	0.99
tpcds_q39/duckdb:parquet	32513400	33196673	0.98
tpcds_q40/duckdb:parquet	18546743	17670876	1.05
tpcds_q41/duckdb:parquet	7696862	7612321	1.01
tpcds_q42/duckdb:parquet	10120275	10285996	0.98
tpcds_q43/duckdb:parquet	15482945	15390882	1.01
tpcds_q44/duckdb:parquet	21645397	21671211	1.00
tpcds_q45/duckdb:parquet	27060844	27651189	0.98
tpcds_q46/duckdb:parquet	45733428	46432983	0.98
tpcds_q47/duckdb:parquet	45165254	45342054	1.00
tpcds_q48/duckdb:parquet	31845456	30158298	1.06
tpcds_q49/duckdb:parquet	24773671	25175542	0.98
tpcds_q50/duckdb:parquet	24219201	24580644	0.99
tpcds_q51/duckdb:parquet	94561066	94453488	1.00
tpcds_q52/duckdb:parquet	10841311	10486273	1.03
tpcds_q53/duckdb:parquet	16224211	16008867	1.01
tpcds_q54/duckdb:parquet	40842788	42840420	0.95
tpcds_q55/duckdb:parquet	10817162	10660447	1.01
tpcds_q56/duckdb:parquet	71843104	67806309	1.06
tpcds_q57/duckdb:parquet 🚨	38207977	34650291	1.10
tpcds_q58/duckdb:parquet	22601399	20970557	1.08
tpcds_q59/duckdb:parquet	36705137	36040150	1.02
tpcds_q60/duckdb:parquet	73585873	70594178	1.04
tpcds_q61/duckdb:parquet	31366259	31125240	1.01
tpcds_q62/duckdb:parquet	11631919	12029611	0.97
tpcds_q63/duckdb:parquet	15067371	14848255	1.01
tpcds_q64/duckdb:parquet	72934597	72899336	1.00
tpcds_q65/duckdb:parquet	20890491	21527869	0.97
tpcds_q66/duckdb:parquet	54621687	56718969	0.96
tpcds_q67/duckdb:parquet	133999170	136223592	0.98
tpcds_q68/duckdb:parquet	37675598	37190721	1.01
tpcds_q69/duckdb:parquet	36766626	36314507	1.01
tpcds_q70/duckdb:parquet	19612099	19979914	0.98
tpcds_q71/duckdb:parquet	18810636	18197415	1.03
tpcds_q72/duckdb:parquet	163440450	164374008	0.99
tpcds_q73/duckdb:parquet	18232910	17770911	1.03
tpcds_q74/duckdb:parquet	50734466	48921157	1.04
tpcds_q75/duckdb:parquet	52584234	53094091	0.99
tpcds_q76/duckdb:parquet	69086120	65787556	1.05
tpcds_q77/duckdb:parquet	61168351	60969458	1.00
tpcds_q78/duckdb:parquet	76757128	74069894	1.04
tpcds_q79/duckdb:parquet	28551054	26625432	1.07
tpcds_q80/duckdb:parquet	83890686	81810151	1.03
tpcds_q81/duckdb:parquet	46880283	47141684	0.99
tpcds_q82/duckdb:parquet	15559071	16068422	0.97
tpcds_q83/duckdb:parquet	16311747	15869093	1.03
tpcds_q84/duckdb:parquet	19394400	19936116	0.97
tpcds_q85/duckdb:parquet	38952337	39271199	0.99
tpcds_q86/duckdb:parquet	13056330	12535370	1.04
tpcds_q87/duckdb:parquet	37895638	35965409	1.05
tpcds_q88/duckdb:parquet	28561681	28687180	1.00
tpcds_q89/duckdb:parquet	17560059	17195333	1.02
tpcds_q90/duckdb:parquet	7121818	7400979	0.96
tpcds_q91/duckdb:parquet	23333830	23342354	1.00
tpcds_q92/duckdb:parquet	11971388	11616505	1.03
tpcds_q93/duckdb:parquet	29678364	30303084	0.98
tpcds_q94/duckdb:parquet	15819131	16197034	0.98
tpcds_q95/duckdb:parquet	119258667	129544748	0.92
tpcds_q96/duckdb:parquet	9138208	9031942	1.01
tpcds_q97/duckdb:parquet	34822566	35535005	0.98
tpcds_q98/duckdb:parquet	18580654	18712978	0.99
tpcds_q99/duckdb:parquet	19772490	19365967	1.02

duckdb / duckdb (1.010x ➖, 0↑ 3↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	19993959	19396270	1.03
tpcds_q02/duckdb:duckdb	19720398	18253961	1.08
tpcds_q03/duckdb:duckdb	8148923	8223283	0.99
tpcds_q04/duckdb:duckdb	161592487	163159441	0.99
tpcds_q05/duckdb:duckdb	17924132	18249113	0.98
tpcds_q06/duckdb:duckdb	22657081	22259951	1.02
tpcds_q07/duckdb:duckdb	38632573	36056536	1.07
tpcds_q08/duckdb:duckdb	120383981	119986192	1.00
tpcds_q09/duckdb:duckdb	19902270	19547993	1.02
tpcds_q10/duckdb:duckdb	23311517	23600280	0.99
tpcds_q11/duckdb:duckdb	139714669	136882921	1.02
tpcds_q12/duckdb:duckdb	11837388	11164994	1.06
tpcds_q13/duckdb:duckdb	23213512	23562900	0.99
tpcds_q14/duckdb:duckdb	92937945	92123794	1.01
tpcds_q15/duckdb:duckdb	24039961	24160325	1.00
tpcds_q16/duckdb:duckdb	16962735	18001402	0.94
tpcds_q17/duckdb:duckdb	21755613	22335130	0.97
tpcds_q18/duckdb:duckdb	42172574	43410817	0.97
tpcds_q19/duckdb:duckdb	15952448	16583717	0.96
tpcds_q20/duckdb:duckdb	11993146	11982304	1.00
tpcds_q21/duckdb:duckdb	6325553	6345793	1.00
tpcds_q22/duckdb:duckdb	59805842	61403559	0.97
tpcds_q23/duckdb:duckdb	81497023	76716499	1.06
tpcds_q24/duckdb:duckdb	22955151	24225217	0.95
tpcds_q25/duckdb:duckdb 🚨	17277760	15647909	1.10
tpcds_q26/duckdb:duckdb	26182565	24782969	1.06
tpcds_q27/duckdb:duckdb	35756807	38280957	0.93
tpcds_q28/duckdb:duckdb	21293974	21302313	1.00
tpcds_q29/duckdb:duckdb	19424938	19716937	0.99
tpcds_q30/duckdb:duckdb	28697260	29081114	0.99
tpcds_q31/duckdb:duckdb	19847658	20842463	0.95
tpcds_q32/duckdb:duckdb	7242441	7016025	1.03
tpcds_q33/duckdb:duckdb	13201910	12715960	1.04
tpcds_q34/duckdb:duckdb	14332858	14013517	1.02
tpcds_q35/duckdb:duckdb	32222499	29962985	1.08
tpcds_q36/duckdb:duckdb	70312936	68852326	1.02
tpcds_q37/duckdb:duckdb	7573369	6900502	1.10
tpcds_q38/duckdb:duckdb	30517464	29634893	1.03
tpcds_q39/duckdb:duckdb	25876820	25149456	1.03
tpcds_q40/duckdb:duckdb	13807015	13333488	1.04
tpcds_q41/duckdb:duckdb	7949027	8213690	0.97
tpcds_q42/duckdb:duckdb	6066111	6162221	0.98
tpcds_q43/duckdb:duckdb	11699758	11051779	1.06
tpcds_q44/duckdb:duckdb	12661346	13230611	0.96
tpcds_q45/duckdb:duckdb	17348331	16815838	1.03
tpcds_q46/duckdb:duckdb	36219738	35894610	1.01
tpcds_q47/duckdb:duckdb	40899281	40354053	1.01
tpcds_q48/duckdb:duckdb	21525939	21651447	0.99
tpcds_q49/duckdb:duckdb	17073476	15676218	1.09
tpcds_q50/duckdb:duckdb	13751299	13891303	0.99
tpcds_q51/duckdb:duckdb	91394555	91226135	1.00
tpcds_q52/duckdb:duckdb	7186069	7184019	1.00
tpcds_q53/duckdb:duckdb	11903523	11385789	1.05
tpcds_q54/duckdb:duckdb	16588651	16786455	0.99
tpcds_q55/duckdb:duckdb	6747845	6573435	1.03
tpcds_q56/duckdb:duckdb	13438882	12753542	1.05
tpcds_q57/duckdb:duckdb	32484963	30954911	1.05
tpcds_q58/duckdb:duckdb	13893316	12887000	1.08
tpcds_q59/duckdb:duckdb	34201581	33720642	1.01
tpcds_q60/duckdb:duckdb	14151080	13987578	1.01
tpcds_q61/duckdb:duckdb	14383110	14229202	1.01
tpcds_q62/duckdb:duckdb	8943382	8929779	1.00
tpcds_q63/duckdb:duckdb	10883057	11050239	0.98
tpcds_q64/duckdb:duckdb	52152779	53593212	0.97
tpcds_q65/duckdb:duckdb	33353633	34572662	0.96
tpcds_q66/duckdb:duckdb	23756859	24216392	0.98
tpcds_q67/duckdb:duckdb	129386637	128651415	1.01
tpcds_q68/duckdb:duckdb	24736926	24418316	1.01
tpcds_q69/duckdb:duckdb	23562810	23227332	1.01
tpcds_q70/duckdb:duckdb	13609295	13823340	0.98
tpcds_q71/duckdb:duckdb	12567135	12430385	1.01
tpcds_q72/duckdb:duckdb	42957088	42787674	1.00
tpcds_q73/duckdb:duckdb	10555689	10667051	0.99
tpcds_q74/duckdb:duckdb	99010702	98501659	1.01
tpcds_q75/duckdb:duckdb	42241117	42679416	0.99
tpcds_q76/duckdb:duckdb	12440913	11773098	1.06
tpcds_q77/duckdb:duckdb	11457068	11596383	0.99
tpcds_q78/duckdb:duckdb	62974306	63845293	0.99
tpcds_q79/duckdb:duckdb	17443070	17463494	1.00
tpcds_q80/duckdb:duckdb	28133111	27892193	1.01
tpcds_q81/duckdb:duckdb	36055134	37534213	0.96
tpcds_q82/duckdb:duckdb 🚨	8761112	7779156	1.13
tpcds_q83/duckdb:duckdb	9179795	8813744	1.04
tpcds_q84/duckdb:duckdb	13645849	13181075	1.04
tpcds_q85/duckdb:duckdb	23470880	23368410	1.00
tpcds_q86/duckdb:duckdb	10559034	10673448	0.99
tpcds_q87/duckdb:duckdb	33412957	34033810	0.98
tpcds_q88/duckdb:duckdb	23764900	23759830	1.00
tpcds_q89/duckdb:duckdb	13504127	13332702	1.01
tpcds_q90/duckdb:duckdb	5468783	5422092	1.01
tpcds_q91/duckdb:duckdb	12921898	12809290	1.01
tpcds_q92/duckdb:duckdb	8505581	8926328	0.95
tpcds_q93/duckdb:duckdb 🚨	21632975	18791424	1.15
tpcds_q94/duckdb:duckdb	12817639	13111230	0.98
tpcds_q95/duckdb:duckdb	127519508	128485989	0.99
tpcds_q96/duckdb:duckdb	4399160	4513541	0.97
tpcds_q97/duckdb:duckdb	30601655	29188032	1.05
tpcds_q98/duckdb:duckdb	13329784	13057550	1.02
tpcds_q99/duckdb:duckdb	16143110	16546627	0.98

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-0.9%	+5.4%	-6.0%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	-0.1%	+5.4%	-5.2%	+11.3%	➖ noise
1	duckdb:duckdb	+3.1%	+5.4%	-2.2%	+10.0%	➖ noise
1	duckdb:vortex-compact	+10.4%	+5.4%	+4.7%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	+1.8%	+5.4%	-3.4%	+10.6%	➖ noise
2	datafusion:vortex-compact	-1.1%	+2.9%	-3.9%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+5.1%	+2.9%	+2.1%	+12.7%	➖ noise
2	duckdb:duckdb	+8.0%	+2.9%	+5.0%	+11.1%	➖ noise
2	duckdb:vortex-compact	-0.8%	+2.9%	-3.6%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+1.3%	+2.9%	-1.6%	+12.2%	➖ noise
3	datafusion:vortex-compact	+4.0%	-1.6%	+5.7%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+0.3%	-1.6%	+2.0%	+10.0%	➖ noise
3	duckdb:duckdb	-0.9%	-1.6%	+0.7%	+25.8%	➖ noise
3	duckdb:vortex-compact	+2.5%	-1.6%	+4.2%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-3.2%	-1.6%	-1.6%	+11.7%	➖ noise
4	datafusion:vortex-compact	+1.5%	-1.5%	+3.1%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+6.5%	-1.5%	+8.2%	+10.0%	➖ noise
4	duckdb:duckdb	-1.0%	-1.5%	+0.6%	+10.0%	➖ noise
4	duckdb:vortex-compact	-4.9%	-1.5%	-3.5%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-1.2%	-1.5%	+0.4%	+10.0%	➖ noise
5	datafusion:vortex-compact	+1.8%	+9.1%	-6.6%	+12.9%	➖ noise
5	datafusion:vortex-file-compressed	-4.2%	+9.1%	-12.2%	+14.5%	➖ noise
5	duckdb:duckdb	-1.8%	+9.1%	-10.0%	+13.4%	➖ noise
5	duckdb:vortex-compact	+1.7%	+9.1%	-6.8%	+15.5%	➖ noise
5	duckdb:vortex-file-compressed	-4.7%	+9.1%	-12.6%	+14.1%	✅ faster
6	datafusion:vortex-compact	+4.5%	+1.0%	+3.4%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-2.7%	+1.0%	-3.7%	+10.0%	➖ noise
6	duckdb:duckdb	+1.8%	+1.0%	+0.8%	+12.0%	➖ noise
6	duckdb:vortex-compact	+2.9%	+1.0%	+1.9%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-1.3%	+1.0%	-2.3%	+10.0%	➖ noise
7	datafusion:vortex-compact	-1.4%	-0.5%	-1.0%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-5.0%	-0.5%	-4.5%	+10.0%	➖ noise
7	duckdb:duckdb	+7.1%	-0.5%	+7.7%	+17.2%	➖ noise
7	duckdb:vortex-compact	+3.6%	-0.5%	+4.1%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+1.1%	-0.5%	+1.6%	+10.0%	➖ noise
8	datafusion:vortex-compact	+3.1%	+6.8%	-3.4%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+4.2%	+6.8%	-2.4%	+10.0%	➖ noise
8	duckdb:duckdb	+0.3%	+6.8%	-6.0%	+10.0%	➖ noise
8	duckdb:vortex-compact	-2.9%	+6.8%	-9.1%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-0.1%	+6.8%	-6.4%	+12.1%	➖ noise
9	datafusion:vortex-compact	+4.5%	+1.7%	+2.8%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-1.2%	+1.7%	-2.9%	+10.0%	➖ noise
9	duckdb:duckdb	+1.8%	+1.7%	+0.1%	+10.0%	➖ noise
9	duckdb:vortex-compact	-2.0%	+1.7%	-3.6%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+2.8%	+1.7%	+1.1%	+10.5%	➖ noise
10	datafusion:vortex-compact	+5.9%	+4.8%	+1.0%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+2.3%	+4.8%	-2.3%	+10.0%	➖ noise
10	duckdb:duckdb	-1.2%	+4.8%	-5.7%	+10.0%	➖ noise
10	duckdb:vortex-compact	+4.3%	+4.8%	-0.5%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-2.2%	+4.8%	-6.6%	+11.0%	➖ noise
11	datafusion:vortex-compact	+3.1%	+1.2%	+1.9%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+2.2%	+1.2%	+0.9%	+10.0%	➖ noise
11	duckdb:duckdb	+2.1%	+1.2%	+0.9%	+10.0%	➖ noise
11	duckdb:vortex-compact	+0.4%	+1.2%	-0.8%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+0.5%	+1.2%	-0.7%	+10.0%	➖ noise
12	datafusion:vortex-compact	-1.0%	-3.0%	+2.1%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	+6.6%	-3.0%	+9.9%	+13.4%	➖ noise
12	duckdb:duckdb	+6.0%	-3.0%	+9.3%	+10.6%	➖ noise
12	duckdb:vortex-compact	-12.0%	-3.0%	-9.2%	+18.4%	➖ noise
12	duckdb:vortex-file-compressed	+4.5%	-3.0%	+7.8%	+14.5%	➖ noise
13	datafusion:vortex-compact	+6.7%	+1.7%	+4.9%	+11.2%	➖ noise
13	datafusion:vortex-file-compressed	+2.6%	+1.7%	+0.9%	+10.0%	➖ noise
13	duckdb:duckdb	-1.5%	+1.7%	-3.1%	+10.0%	➖ noise
13	duckdb:vortex-compact	-1.6%	+1.7%	-3.2%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+3.9%	+1.7%	+2.1%	+10.8%	➖ noise
14	datafusion:vortex-compact	+2.5%	-1.5%	+4.0%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+2.7%	-1.5%	+4.3%	+10.0%	➖ noise
14	duckdb:duckdb	+0.9%	-1.5%	+2.4%	+10.0%	➖ noise
14	duckdb:vortex-compact	-3.7%	-1.5%	-2.3%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-3.6%	-1.5%	-2.2%	+12.9%	➖ noise
15	datafusion:vortex-compact	+0.5%	+1.2%	-0.7%	+10.2%	➖ noise
15	datafusion:vortex-file-compressed	+3.5%	+1.2%	+2.2%	+13.8%	➖ noise
15	duckdb:duckdb	-0.5%	+1.2%	-1.7%	+12.3%	➖ noise
15	duckdb:vortex-compact	+0.1%	+1.2%	-1.1%	+13.8%	➖ noise
15	duckdb:vortex-file-compressed	+0.8%	+1.2%	-0.5%	+10.0%	➖ noise
16	datafusion:vortex-compact	-3.3%	-0.5%	-2.8%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+0.3%	-0.5%	+0.8%	+10.0%	➖ noise
16	duckdb:duckdb	-5.8%	-0.5%	-5.3%	+14.1%	➖ noise
16	duckdb:vortex-compact	-0.7%	-0.5%	-0.2%	+10.8%	➖ noise
16	duckdb:vortex-file-compressed	+0.2%	-0.5%	+0.7%	+10.0%	➖ noise
17	datafusion:vortex-compact	+5.8%	+0.4%	+5.3%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-0.2%	+0.4%	-0.6%	+11.6%	➖ noise
17	duckdb:duckdb	-2.6%	+0.4%	-3.0%	+10.7%	➖ noise
17	duckdb:vortex-compact	+0.8%	+0.4%	+0.4%	+11.7%	➖ noise
17	duckdb:vortex-file-compressed	-3.8%	+0.4%	-4.2%	+11.4%	➖ noise
18	datafusion:vortex-compact	-1.4%	+1.7%	-3.1%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+2.4%	+1.7%	+0.7%	+10.0%	➖ noise
18	duckdb:duckdb	-2.9%	+1.7%	-4.5%	+10.0%	➖ noise
18	duckdb:vortex-compact	-1.5%	+1.7%	-3.2%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-2.8%	+1.7%	-4.4%	+10.0%	➖ noise
19	datafusion:vortex-compact	+0.6%	+1.9%	-1.3%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+0.2%	+1.9%	-1.7%	+10.0%	➖ noise
19	duckdb:duckdb	-3.8%	+1.9%	-5.6%	+10.0%	➖ noise
19	duckdb:vortex-compact	+2.1%	+1.9%	+0.1%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	-1.9%	+1.9%	-3.8%	+10.1%	➖ noise
20	datafusion:vortex-compact	+6.1%	+2.4%	+3.6%	+12.3%	➖ noise
20	datafusion:vortex-file-compressed	+2.5%	+2.4%	+0.1%	+12.6%	➖ noise
20	duckdb:duckdb	+0.1%	+2.4%	-2.3%	+13.8%	➖ noise
20	duckdb:vortex-compact	-2.5%	+2.4%	-4.9%	+13.1%	➖ noise
20	duckdb:vortex-file-compressed	-7.4%	+2.4%	-9.6%	+14.5%	➖ noise
21	datafusion:vortex-compact	+2.3%	-3.2%	+5.7%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	+5.4%	-3.2%	+8.9%	+10.0%	➖ noise
21	duckdb:duckdb	-0.3%	-3.2%	+3.0%	+19.4%	➖ noise
21	duckdb:vortex-compact	+4.8%	-3.2%	+8.2%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	-3.7%	-3.2%	-0.5%	+15.1%	➖ noise
22	datafusion:vortex-compact	-2.6%	+0.4%	-3.0%	+17.5%	➖ noise
22	datafusion:vortex-file-compressed	+0.6%	+0.4%	+0.2%	+13.0%	➖ noise
22	duckdb:duckdb	-2.6%	+0.4%	-3.0%	+15.1%	➖ noise
22	duckdb:vortex-compact	+2.6%	+0.4%	+2.2%	+11.9%	➖ noise
22	duckdb:vortex-file-compressed	-5.3%	+0.4%	-5.7%	+12.3%	➖ noise
23	datafusion:vortex-compact	+10.2%	+0.4%	+9.8%	+10.0%	➖ noise
23	datafusion:vortex-file-compressed	+1.6%	+0.4%	+1.2%	+10.0%	➖ noise
23	duckdb:duckdb	+6.2%	+0.4%	+5.8%	+18.0%	➖ noise
23	duckdb:vortex-compact	+3.5%	+0.4%	+3.1%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	-2.0%	+0.4%	-2.3%	+10.0%	➖ noise
24	datafusion:vortex-compact	+11.3%	-0.4%	+11.7%	+10.0%	🚨 regression
24	datafusion:vortex-file-compressed	-0.6%	-0.4%	-0.2%	+10.0%	➖ noise
24	duckdb:duckdb	-5.2%	-0.4%	-4.9%	+10.0%	➖ noise
24	duckdb:vortex-compact	+1.5%	-0.4%	+1.9%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	+1.5%	-0.4%	+1.9%	+12.0%	➖ noise
25	datafusion:vortex-compact	+4.3%	+2.1%	+2.2%	+10.0%	➖ noise
25	datafusion:vortex-file-compressed	+4.3%	+2.1%	+2.2%	+10.0%	➖ noise
25	duckdb:duckdb	+10.4%	+2.1%	+8.1%	+10.0%	➖ noise
25	duckdb:vortex-compact	-2.0%	+2.1%	-4.0%	+10.9%	➖ noise
25	duckdb:vortex-file-compressed	+1.9%	+2.1%	-0.2%	+10.0%	➖ noise
26	datafusion:vortex-compact	+0.8%	+2.7%	-1.8%	+10.0%	➖ noise
26	datafusion:vortex-file-compressed	+1.8%	+2.7%	-0.9%	+10.0%	➖ noise
26	duckdb:duckdb	+5.6%	+2.7%	+2.8%	+15.4%	➖ noise
26	duckdb:vortex-compact	-4.1%	+2.7%	-6.7%	+16.7%	➖ noise
26	duckdb:vortex-file-compressed	+1.3%	+2.7%	-1.3%	+10.0%	➖ noise
27	datafusion:vortex-compact	-0.9%	+1.8%	-2.7%	+10.0%	➖ noise
27	datafusion:vortex-file-compressed	+0.3%	+1.8%	-1.5%	+10.0%	➖ noise
27	duckdb:duckdb	-6.6%	+1.8%	-8.3%	+14.7%	➖ noise
27	duckdb:vortex-compact	+1.7%	+1.8%	-0.1%	+10.0%	➖ noise
27	duckdb:vortex-file-compressed	-1.3%	+1.8%	-3.1%	+10.0%	➖ noise
28	datafusion:vortex-compact	+1.2%	+1.3%	-0.0%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+8.2%	+1.3%	+6.8%	+10.0%	➖ noise
28	duckdb:duckdb	-0.0%	+1.3%	-1.3%	+10.0%	➖ noise
28	duckdb:vortex-compact	-1.7%	+1.3%	-3.0%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+2.7%	+1.3%	+1.4%	+17.6%	➖ noise
29	datafusion:vortex-compact	-2.5%	+1.2%	-3.7%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	+2.2%	+1.2%	+1.0%	+10.0%	➖ noise
29	duckdb:duckdb	-1.5%	+1.2%	-2.7%	+13.0%	➖ noise
29	duckdb:vortex-compact	+2.4%	+1.2%	+1.2%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	-1.3%	+1.2%	-2.4%	+10.0%	➖ noise
30	datafusion:vortex-compact	+9.8%	+5.2%	+4.4%	+10.0%	➖ noise
30	datafusion:vortex-file-compressed	+2.0%	+5.2%	-3.0%	+11.5%	➖ noise
30	duckdb:duckdb	-1.3%	+5.2%	-6.2%	+10.0%	➖ noise
30	duckdb:vortex-compact	+2.8%	+5.2%	-2.3%	+11.0%	➖ noise
30	duckdb:vortex-file-compressed	-0.7%	+5.2%	-5.6%	+10.0%	➖ noise
31	datafusion:vortex-compact	-0.0%	-1.3%	+1.3%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+4.1%	-1.3%	+5.5%	+10.0%	➖ noise
31	duckdb:duckdb	-4.8%	-1.3%	-3.5%	+12.1%	➖ noise
31	duckdb:vortex-compact	+8.3%	-1.3%	+9.8%	+10.2%	➖ noise
31	duckdb:vortex-file-compressed	-2.7%	-1.3%	-1.4%	+10.0%	➖ noise
32	datafusion:vortex-compact	-1.6%	+3.2%	-4.7%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	+2.2%	+3.2%	-1.0%	+10.3%	➖ noise
32	duckdb:duckdb	+3.2%	+3.2%	-0.0%	+10.6%	➖ noise
32	duckdb:vortex-compact	+8.9%	+3.2%	+5.4%	+14.7%	➖ noise
32	duckdb:vortex-file-compressed	+0.7%	+3.2%	-2.4%	+12.6%	➖ noise
33	datafusion:vortex-compact	-3.4%	-0.2%	-3.2%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	-1.2%	-0.2%	-1.0%	+10.0%	➖ noise
33	duckdb:duckdb	+3.8%	-0.2%	+4.0%	+10.0%	➖ noise
33	duckdb:vortex-compact	+1.1%	-0.2%	+1.3%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	+10.9%	-0.2%	+11.1%	+13.1%	➖ noise
34	datafusion:vortex-compact	-4.7%	+4.5%	-8.8%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	-2.1%	+4.5%	-6.4%	+10.0%	➖ noise
34	duckdb:duckdb	+2.3%	+4.5%	-2.1%	+13.9%	➖ noise
34	duckdb:vortex-compact	-2.9%	+4.5%	-7.1%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	-1.9%	+4.5%	-6.1%	+10.9%	➖ noise
35	datafusion:vortex-compact	+0.5%	-0.5%	+1.0%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	-0.1%	-0.5%	+0.5%	+10.0%	➖ noise
35	duckdb:duckdb	+7.5%	-0.5%	+8.1%	+13.5%	➖ noise
35	duckdb:vortex-compact	+4.0%	-0.5%	+4.6%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	-0.8%	-0.5%	-0.3%	+12.3%	➖ noise
36	datafusion:vortex-compact	-0.8%	-1.8%	+1.0%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	+2.5%	-1.8%	+4.4%	+10.0%	➖ noise
36	duckdb:duckdb	+2.1%	-1.8%	+4.0%	+12.2%	➖ noise
36	duckdb:vortex-compact	-0.4%	-1.8%	+1.4%	+13.3%	➖ noise
36	duckdb:vortex-file-compressed	+1.5%	-1.8%	+3.3%	+10.0%	➖ noise
37	datafusion:vortex-compact	-0.6%	+2.0%	-2.6%	+10.3%	➖ noise
37	datafusion:vortex-file-compressed	+3.3%	+2.0%	+1.2%	+10.8%	➖ noise
37	duckdb:duckdb	+9.8%	+2.0%	+7.6%	+18.6%	➖ noise
37	duckdb:vortex-compact	-1.0%	+2.0%	-3.0%	+11.9%	➖ noise
37	duckdb:vortex-file-compressed	+4.2%	+2.0%	+2.1%	+15.3%	➖ noise
38	datafusion:vortex-compact	+4.3%	-1.5%	+5.9%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	+1.1%	-1.5%	+2.6%	+10.0%	➖ noise
38	duckdb:duckdb	+3.0%	-1.5%	+4.6%	+24.6%	➖ noise
38	duckdb:vortex-compact	+10.7%	-1.5%	+12.4%	+15.0%	➖ noise
38	duckdb:vortex-file-compressed	-1.5%	-1.5%	-0.0%	+10.0%	➖ noise
39	datafusion:vortex-compact	-0.9%	-1.2%	+0.3%	+15.0%	➖ noise
39	datafusion:vortex-file-compressed	-11.0%	-1.2%	-9.9%	+13.8%	➖ noise
39	duckdb:duckdb	+2.9%	-1.2%	+4.1%	+26.7%	➖ noise
39	duckdb:vortex-compact	+1.6%	-1.2%	+2.8%	+12.4%	➖ noise
39	duckdb:vortex-file-compressed	-1.3%	-1.2%	-0.1%	+19.2%	➖ noise
40	datafusion:vortex-compact	-0.1%	+3.9%	-3.8%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	+1.2%	+3.9%	-2.6%	+10.0%	➖ noise
40	duckdb:duckdb	+3.6%	+3.9%	-0.3%	+17.8%	➖ noise
40	duckdb:vortex-compact	-2.1%	+3.9%	-5.7%	+10.2%	➖ noise
40	duckdb:vortex-file-compressed	-5.6%	+3.9%	-9.1%	+16.8%	➖ noise
41	datafusion:vortex-compact	+6.1%	+1.5%	+4.5%	+11.8%	➖ noise
41	datafusion:vortex-file-compressed	+1.8%	+1.5%	+0.2%	+12.9%	➖ noise
41	duckdb:duckdb	-3.2%	+1.5%	-4.7%	+12.9%	➖ noise
41	duckdb:vortex-compact	+4.6%	+1.5%	+3.0%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	+9.4%	+1.5%	+7.7%	+10.6%	➖ noise
42	datafusion:vortex-compact	+0.7%	-2.4%	+3.2%	+14.4%	➖ noise
42	datafusion:vortex-file-compressed	+3.8%	-2.4%	+6.4%	+10.0%	➖ noise
42	duckdb:duckdb	-1.6%	-2.4%	+0.8%	+13.1%	➖ noise
42	duckdb:vortex-compact	-3.4%	-2.4%	-1.1%	+16.9%	➖ noise
42	duckdb:vortex-file-compressed	-2.3%	-2.4%	+0.0%	+12.8%	➖ noise
43	datafusion:vortex-compact	+2.4%	-1.6%	+4.1%	+10.0%	➖ noise
43	datafusion:vortex-file-compressed	+4.1%	-1.6%	+5.8%	+10.0%	➖ noise
43	duckdb:duckdb	+5.9%	-1.6%	+7.6%	+10.7%	➖ noise
43	duckdb:vortex-compact	-0.1%	-1.6%	+1.5%	+10.0%	➖ noise
43	duckdb:vortex-file-compressed	+0.8%	-1.6%	+2.5%	+32.4%	➖ noise
44	datafusion:vortex-compact	+0.4%	+1.9%	-1.4%	+10.0%	➖ noise
44	datafusion:vortex-file-compressed	+1.0%	+1.9%	-0.8%	+12.6%	➖ noise
44	duckdb:duckdb	-4.3%	+1.9%	-6.0%	+10.0%	➖ noise
44	duckdb:vortex-compact	+1.7%	+1.9%	-0.2%	+10.0%	➖ noise
44	duckdb:vortex-file-compressed	-2.5%	+1.9%	-4.3%	+12.0%	➖ noise
45	datafusion:vortex-compact	+1.4%	-3.2%	+4.7%	+10.0%	➖ noise
45	datafusion:vortex-file-compressed	-0.1%	-3.2%	+3.1%	+10.0%	➖ noise
45	duckdb:duckdb	+3.2%	-3.2%	+6.6%	+12.7%	➖ noise
45	duckdb:vortex-compact	+5.3%	-3.2%	+8.8%	+10.0%	➖ noise
45	duckdb:vortex-file-compressed	-6.4%	-3.2%	-3.3%	+10.0%	➖ noise
46	datafusion:vortex-compact	+3.3%	-1.9%	+5.4%	+10.5%	➖ noise
46	datafusion:vortex-file-compressed	+1.2%	-1.9%	+3.2%	+12.6%	➖ noise
46	duckdb:duckdb	+0.9%	-1.9%	+2.9%	+10.0%	➖ noise
46	duckdb:vortex-compact	+0.0%	-1.9%	+2.0%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	-1.0%	-1.9%	+1.0%	+10.0%	➖ noise
47	datafusion:vortex-compact	+0.2%	+0.3%	-0.1%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	+0.3%	+0.3%	-0.0%	+10.0%	➖ noise
47	duckdb:duckdb	+1.4%	+0.3%	+1.0%	+10.0%	➖ noise
47	duckdb:vortex-compact	+1.4%	+0.3%	+1.1%	+10.0%	➖ noise
47	duckdb:vortex-file-compressed	-0.3%	+0.3%	-0.6%	+10.0%	➖ noise
48	datafusion:vortex-compact	+10.1%	+2.0%	+7.9%	+10.0%	➖ noise
48	datafusion:vortex-file-compressed	+7.1%	+2.0%	+5.0%	+11.3%	➖ noise
48	duckdb:duckdb	-0.6%	+2.0%	-2.5%	+10.0%	➖ noise
48	duckdb:vortex-compact	+0.7%	+2.0%	-1.3%	+13.4%	➖ noise
48	duckdb:vortex-file-compressed	-1.8%	+2.0%	-3.8%	+10.1%	➖ noise
49	datafusion:vortex-compact	-2.3%	+1.0%	-3.3%	+10.0%	➖ noise
49	datafusion:vortex-file-compressed	+7.3%	+1.0%	+6.2%	+10.9%	➖ noise
49	duckdb:duckdb	+8.9%	+1.0%	+7.8%	+17.7%	➖ noise
49	duckdb:vortex-compact	+4.5%	+1.0%	+3.4%	+10.8%	➖ noise
49	duckdb:vortex-file-compressed	-4.8%	+1.0%	-5.7%	+16.1%	➖ noise
50	datafusion:vortex-compact	+2.4%	+0.5%	+1.9%	+10.0%	➖ noise
50	datafusion:vortex-file-compressed	+9.1%	+0.5%	+8.6%	+10.4%	➖ noise
50	duckdb:duckdb	-1.0%	+0.5%	-1.5%	+10.9%	➖ noise
50	duckdb:vortex-compact	-2.0%	+0.5%	-2.5%	+10.0%	➖ noise
50	duckdb:vortex-file-compressed	+1.1%	+0.5%	+0.6%	+10.0%	➖ noise
51	datafusion:vortex-compact	+0.3%	+2.1%	-1.8%	+10.0%	➖ noise
51	datafusion:vortex-file-compressed	-0.5%	+2.1%	-2.6%	+10.0%	➖ noise
51	duckdb:duckdb	+0.2%	+2.1%	-1.9%	+10.0%	➖ noise
51	duckdb:vortex-compact	+0.5%	+2.1%	-1.6%	+23.8%	➖ noise
51	duckdb:vortex-file-compressed	-1.9%	+2.1%	-4.0%	+10.0%	➖ noise
52	datafusion:vortex-compact	+0.2%	+4.7%	-4.3%	+14.2%	➖ noise
52	datafusion:vortex-file-compressed	+4.5%	+4.7%	-0.2%	+13.3%	➖ noise
52	duckdb:duckdb	+0.0%	+4.7%	-4.5%	+16.7%	➖ noise
52	duckdb:vortex-compact	-5.7%	+4.7%	-9.9%	+14.1%	➖ noise
52	duckdb:vortex-file-compressed	+2.9%	+4.7%	-1.8%	+16.9%	➖ noise
53	datafusion:vortex-compact	+5.4%	+2.1%	+3.2%	+10.5%	➖ noise
53	datafusion:vortex-file-compressed	+14.1%	+2.1%	+11.7%	+18.9%	➖ noise
53	duckdb:duckdb	+4.5%	+2.1%	+2.4%	+11.8%	➖ noise
53	duckdb:vortex-compact	-5.3%	+2.1%	-7.3%	+10.7%	➖ noise
53	duckdb:vortex-file-compressed	+0.3%	+2.1%	-1.8%	+11.0%	➖ noise
54	datafusion:vortex-compact	-0.8%	+2.0%	-2.7%	+10.0%	➖ noise
54	datafusion:vortex-file-compressed	+3.3%	+2.0%	+1.3%	+10.7%	➖ noise
54	duckdb:duckdb	-1.2%	+2.0%	-3.1%	+10.9%	➖ noise
54	duckdb:vortex-compact	-0.3%	+2.0%	-2.2%	+10.0%	➖ noise
54	duckdb:vortex-file-compressed	+4.9%	+2.0%	+2.8%	+10.0%	➖ noise
55	datafusion:vortex-compact	+1.5%	+1.0%	+0.5%	+10.8%	➖ noise
55	datafusion:vortex-file-compressed	+3.4%	+1.0%	+2.4%	+18.1%	➖ noise
55	duckdb:duckdb	+2.7%	+1.0%	+1.6%	+15.9%	➖ noise
55	duckdb:vortex-compact	-1.7%	+1.0%	-2.7%	+13.2%	➖ noise
55	duckdb:vortex-file-compressed	+9.3%	+1.0%	+8.2%	+16.0%	➖ noise
56	datafusion:vortex-compact	+1.9%	+5.7%	-3.6%	+10.8%	➖ noise
56	datafusion:vortex-file-compressed	+13.4%	+5.7%	+7.3%	+11.1%	➖ noise
56	duckdb:duckdb	+5.4%	+5.7%	-0.3%	+17.2%	➖ noise
56	duckdb:vortex-compact	+1.3%	+5.7%	-4.1%	+10.4%	➖ noise
56	duckdb:vortex-file-compressed	-0.8%	+5.7%	-6.1%	+12.6%	➖ noise
57	datafusion:vortex-compact	-5.0%	+8.4%	-12.3%	+10.0%	✅ faster
57	datafusion:vortex-file-compressed	+7.5%	+8.4%	-0.8%	+10.0%	➖ noise
57	duckdb:duckdb	+4.9%	+8.4%	-3.1%	+13.5%	➖ noise
57	duckdb:vortex-compact	+0.2%	+8.4%	-7.5%	+11.6%	➖ noise
57	duckdb:vortex-file-compressed	+2.1%	+8.4%	-5.7%	+24.6%	➖ noise
58	datafusion:vortex-compact	-2.2%	+4.4%	-6.3%	+10.0%	➖ noise
58	datafusion:vortex-file-compressed	-0.5%	+4.4%	-4.7%	+10.0%	➖ noise
58	duckdb:duckdb	+7.8%	+4.4%	+3.2%	+21.0%	➖ noise
58	duckdb:vortex-compact	-0.2%	+4.4%	-4.4%	+17.9%	➖ noise
58	duckdb:vortex-file-compressed	+2.8%	+4.4%	-1.5%	+11.0%	➖ noise
59	datafusion:vortex-compact	-0.7%	+2.6%	-3.2%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	+1.4%	+2.6%	-1.2%	+11.7%	➖ noise
59	duckdb:duckdb	+1.4%	+2.6%	-1.1%	+10.0%	➖ noise
59	duckdb:vortex-compact	+2.4%	+2.6%	-0.2%	+10.0%	➖ noise
59	duckdb:vortex-file-compressed	+1.6%	+2.6%	-0.9%	+10.0%	➖ noise
60	datafusion:vortex-compact	-1.1%	+2.1%	-3.1%	+10.0%	➖ noise
60	datafusion:vortex-file-compressed	+4.5%	+2.1%	+2.4%	+10.0%	➖ noise
60	duckdb:duckdb	+1.2%	+2.1%	-0.9%	+10.2%	➖ noise
60	duckdb:vortex-compact	-3.6%	+2.1%	-5.5%	+10.0%	➖ noise
60	duckdb:vortex-file-compressed	-1.5%	+2.1%	-3.5%	+12.9%	➖ noise
61	datafusion:vortex-compact	+0.2%	+0.5%	-0.3%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	+0.7%	+0.5%	+0.1%	+10.0%	➖ noise
61	duckdb:duckdb	+1.1%	+0.5%	+0.5%	+10.0%	➖ noise
61	duckdb:vortex-compact	-0.4%	+0.5%	-0.9%	+10.0%	➖ noise
61	duckdb:vortex-file-compressed	-4.5%	+0.5%	-5.0%	+10.0%	➖ noise
62	datafusion:vortex-compact	+0.3%	+4.8%	-4.3%	+10.2%	➖ noise
62	datafusion:vortex-file-compressed	-1.2%	+4.8%	-5.7%	+13.2%	➖ noise
62	duckdb:duckdb	+0.2%	+4.8%	-4.4%	+21.5%	➖ noise
62	duckdb:vortex-compact	-25.6%	+4.8%	-29.0%	+23.7%	✅ faster
62	duckdb:vortex-file-compressed	-12.5%	+4.8%	-16.5%	+24.7%	➖ noise
63	datafusion:vortex-compact	+0.4%	+4.9%	-4.3%	+10.0%	➖ noise
63	datafusion:vortex-file-compressed	+1.8%	+4.9%	-2.9%	+10.0%	➖ noise
63	duckdb:duckdb	-1.5%	+4.9%	-6.1%	+10.0%	➖ noise
63	duckdb:vortex-compact	-2.8%	+4.9%	-7.4%	+10.0%	➖ noise
63	duckdb:vortex-file-compressed	-1.0%	+4.9%	-5.7%	+10.7%	➖ noise
64	datafusion:vortex-compact	-0.5%	+1.9%	-2.4%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	+1.5%	+1.9%	-0.4%	+10.0%	➖ noise
64	duckdb:duckdb	-2.7%	+1.9%	-4.5%	+10.4%	➖ noise
64	duckdb:vortex-compact	+1.2%	+1.9%	-0.6%	+10.0%	➖ noise
64	duckdb:vortex-file-compressed	+4.2%	+1.9%	+2.2%	+10.0%	➖ noise
65	datafusion:vortex-compact	-1.9%	-2.0%	+0.2%	+10.0%	➖ noise
65	datafusion:vortex-file-compressed	+6.5%	-2.0%	+8.7%	+12.4%	➖ noise
65	duckdb:duckdb	-3.5%	-2.0%	-1.5%	+19.4%	➖ noise
65	duckdb:vortex-compact	+2.8%	-2.0%	+5.0%	+10.0%	➖ noise
65	duckdb:vortex-file-compressed	-2.3%	-2.0%	-0.2%	+14.2%	➖ noise
66	datafusion:vortex-compact	+0.7%	-1.5%	+2.2%	+10.3%	➖ noise
66	datafusion:vortex-file-compressed	-0.8%	-1.5%	+0.7%	+12.7%	➖ noise
66	duckdb:duckdb	-1.9%	-1.5%	-0.4%	+13.7%	➖ noise
66	duckdb:vortex-compact	+0.7%	-1.5%	+2.2%	+11.6%	➖ noise
66	duckdb:vortex-file-compressed	+9.0%	-1.5%	+10.6%	+20.6%	➖ noise
67	datafusion:vortex-compact	-0.8%	+0.0%	-0.8%	+10.0%	➖ noise
67	datafusion:vortex-file-compressed	+1.8%	+0.0%	+1.7%	+10.0%	➖ noise
67	duckdb:duckdb	+0.6%	+0.0%	+0.5%	+10.0%	➖ noise
67	duckdb:vortex-compact	+0.4%	+0.0%	+0.3%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	+0.6%	+0.0%	+0.6%	+10.0%	➖ noise
68	datafusion:vortex-compact	-2.6%	+0.4%	-3.0%	+10.0%	➖ noise
68	datafusion:vortex-file-compressed	+5.3%	+0.4%	+4.9%	+10.0%	➖ noise
68	duckdb:duckdb	+1.3%	+0.4%	+0.9%	+11.9%	➖ noise
68	duckdb:vortex-compact	+3.9%	+0.4%	+3.4%	+10.0%	➖ noise
68	duckdb:vortex-file-compressed	+3.0%	+0.4%	+2.6%	+10.0%	➖ noise
69	datafusion:vortex-compact	+0.7%	+2.0%	-1.3%	+10.0%	➖ noise
69	datafusion:vortex-file-compressed	+7.0%	+2.0%	+4.9%	+10.0%	➖ noise
69	duckdb:duckdb	+1.4%	+2.0%	-0.5%	+11.9%	➖ noise
69	duckdb:vortex-compact	+2.4%	+2.0%	+0.4%	+10.0%	➖ noise
69	duckdb:vortex-file-compressed	-1.8%	+2.0%	-3.7%	+10.0%	➖ noise
70	datafusion:vortex-compact	-0.2%	-1.3%	+1.1%	+10.0%	➖ noise
70	datafusion:vortex-file-compressed	+1.2%	-1.3%	+2.6%	+10.0%	➖ noise
70	duckdb:duckdb	-1.5%	-1.3%	-0.2%	+13.7%	➖ noise
70	duckdb:vortex-compact	-1.7%	-1.3%	-0.3%	+10.0%	➖ noise
70	duckdb:vortex-file-compressed	+1.7%	-1.3%	+3.1%	+10.0%	➖ noise
71	datafusion:vortex-compact	+1.8%	+1.0%	+0.7%	+10.1%	➖ noise
71	datafusion:vortex-file-compressed	-2.0%	+1.0%	-3.0%	+12.9%	➖ noise
71	duckdb:duckdb	+1.1%	+1.0%	+0.1%	+19.2%	➖ noise
71	duckdb:vortex-compact	+5.6%	+1.0%	+4.6%	+11.4%	➖ noise
71	duckdb:vortex-file-compressed	-0.7%	+1.0%	-1.8%	+15.0%	➖ noise
72	datafusion:vortex-compact	-1.0%	+0.9%	-1.9%	+10.0%	➖ noise
72	datafusion:vortex-file-compressed	+2.8%	+0.9%	+1.9%	+10.0%	➖ noise
72	duckdb:duckdb	+0.4%	+0.9%	-0.5%	+13.1%	➖ noise
72	duckdb:vortex-compact	+0.0%	+0.9%	-0.9%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	-1.3%	+0.9%	-2.2%	+10.0%	➖ noise
73	datafusion:vortex-compact	-1.1%	+1.0%	-2.0%	+15.6%	➖ noise
73	datafusion:vortex-file-compressed	+3.0%	+1.0%	+2.1%	+25.3%	➖ noise
73	duckdb:duckdb	-1.0%	+1.0%	-2.0%	+11.6%	➖ noise
73	duckdb:vortex-compact	+2.6%	+1.0%	+1.6%	+14.7%	➖ noise
73	duckdb:vortex-file-compressed	-1.6%	+1.0%	-2.5%	+10.0%	➖ noise
74	datafusion:vortex-compact	+1.9%	+1.1%	+0.8%	+10.0%	➖ noise
74	datafusion:vortex-file-compressed	+2.7%	+1.1%	+1.5%	+10.0%	➖ noise
74	duckdb:duckdb	+0.5%	+1.1%	-0.6%	+10.0%	➖ noise
74	duckdb:vortex-compact	+1.4%	+1.1%	+0.3%	+11.0%	➖ noise
74	duckdb:vortex-file-compressed	-0.2%	+1.1%	-1.3%	+10.0%	➖ noise
75	datafusion:vortex-compact	+0.1%	-0.9%	+1.0%	+10.0%	➖ noise
75	datafusion:vortex-file-compressed	-0.0%	-0.9%	+0.9%	+10.0%	➖ noise
75	duckdb:duckdb	-1.0%	-0.9%	-0.1%	+10.0%	➖ noise
75	duckdb:vortex-compact	+0.4%	-0.9%	+1.3%	+12.4%	➖ noise
75	duckdb:vortex-file-compressed	+0.7%	-0.9%	+1.6%	+10.0%	➖ noise
76	datafusion:vortex-compact	+2.1%	+7.3%	-4.8%	+10.0%	➖ noise
76	datafusion:vortex-file-compressed	-0.5%	+7.3%	-7.2%	+10.0%	➖ noise
76	duckdb:duckdb	+5.7%	+7.3%	-1.5%	+17.9%	➖ noise
76	duckdb:vortex-compact	+7.1%	+7.3%	-0.1%	+10.4%	➖ noise
76	duckdb:vortex-file-compressed	-6.1%	+7.3%	-12.5%	+20.9%	➖ noise
77	datafusion:vortex-compact	+0.6%	+0.2%	+0.4%	+10.0%	➖ noise
77	datafusion:vortex-file-compressed	+2.8%	+0.2%	+2.6%	+10.0%	➖ noise
77	duckdb:duckdb	-1.2%	+0.2%	-1.4%	+11.5%	➖ noise
77	duckdb:vortex-compact	+2.5%	+0.2%	+2.3%	+10.0%	➖ noise
77	duckdb:vortex-file-compressed	-8.7%	+0.2%	-8.9%	+12.0%	➖ noise
78	datafusion:vortex-compact	-1.0%	+2.9%	-3.8%	+10.0%	➖ noise
78	datafusion:vortex-file-compressed	+1.6%	+2.9%	-1.3%	+10.0%	➖ noise
78	duckdb:duckdb	-1.4%	+2.9%	-4.2%	+10.0%	➖ noise
78	duckdb:vortex-compact	+6.1%	+2.9%	+3.1%	+10.0%	➖ noise
78	duckdb:vortex-file-compressed	+0.8%	+2.9%	-2.1%	+10.0%	➖ noise
79	datafusion:vortex-compact	+2.3%	+4.2%	-1.8%	+10.4%	➖ noise
79	datafusion:vortex-file-compressed	+1.2%	+4.2%	-2.9%	+10.1%	➖ noise
79	duckdb:duckdb	-0.1%	+4.2%	-4.2%	+11.7%	➖ noise
79	duckdb:vortex-compact	+2.2%	+4.2%	-2.0%	+11.0%	➖ noise
79	duckdb:vortex-file-compressed	+5.1%	+4.2%	+0.8%	+12.7%	➖ noise
80	datafusion:vortex-compact	+2.8%	+1.2%	+1.6%	+10.0%	➖ noise
80	datafusion:vortex-file-compressed	+1.4%	+1.2%	+0.2%	+10.0%	➖ noise
80	duckdb:duckdb	+0.9%	+1.2%	-0.3%	+11.9%	➖ noise
80	duckdb:vortex-compact	+1.3%	+1.2%	+0.1%	+10.0%	➖ noise
80	duckdb:vortex-file-compressed	+1.7%	+1.2%	+0.5%	+10.0%	➖ noise
81	datafusion:vortex-compact	+4.6%	-0.1%	+4.7%	+10.7%	➖ noise
81	datafusion:vortex-file-compressed	+5.5%	-0.1%	+5.6%	+16.3%	➖ noise
81	duckdb:duckdb	-3.9%	-0.1%	-3.9%	+11.9%	➖ noise
81	duckdb:vortex-compact	+2.2%	-0.1%	+2.2%	+10.2%	➖ noise
81	duckdb:vortex-file-compressed	+2.9%	-0.1%	+3.0%	+11.3%	➖ noise
82	datafusion:vortex-compact	+4.7%	-3.5%	+8.5%	+11.4%	➖ noise
82	datafusion:vortex-file-compressed	+0.3%	-3.5%	+3.9%	+10.0%	➖ noise
82	duckdb:duckdb	+12.6%	-3.5%	+16.7%	+13.2%	🚨 regression
82	duckdb:vortex-compact	-1.8%	-3.5%	+1.8%	+10.8%	➖ noise
82	duckdb:vortex-file-compressed	-4.2%	-3.5%	-0.7%	+10.0%	➖ noise
83	datafusion:vortex-compact	-1.8%	+1.4%	-3.1%	+10.0%	➖ noise
83	datafusion:vortex-file-compressed	+5.5%	+1.4%	+4.1%	+11.1%	➖ noise
83	duckdb:duckdb	+4.2%	+1.4%	+2.8%	+12.6%	➖ noise
83	duckdb:vortex-compact	-0.8%	+1.4%	-2.2%	+11.4%	➖ noise
83	duckdb:vortex-file-compressed	+3.7%	+1.4%	+2.4%	+10.6%	➖ noise
84	datafusion:vortex-compact	+3.7%	+1.9%	+1.8%	+10.7%	➖ noise
84	datafusion:vortex-file-compressed	+4.9%	+1.9%	+2.9%	+11.2%	➖ noise
84	duckdb:duckdb	+3.5%	+1.9%	+1.6%	+10.4%	➖ noise
84	duckdb:vortex-compact	+0.2%	+1.9%	-1.7%	+10.0%	➖ noise
84	duckdb:vortex-file-compressed	+6.1%	+1.9%	+4.2%	+10.0%	➖ noise
85	datafusion:vortex-compact	+1.1%	-0.3%	+1.4%	+10.0%	➖ noise
85	datafusion:vortex-file-compressed	+4.1%	-0.3%	+4.4%	+10.0%	➖ noise
85	duckdb:duckdb	+0.4%	-0.3%	+0.7%	+15.5%	➖ noise
85	duckdb:vortex-compact	+0.8%	-0.3%	+1.1%	+10.0%	➖ noise
85	duckdb:vortex-file-compressed	+1.9%	-0.3%	+2.2%	+10.0%	➖ noise
86	datafusion:vortex-compact	-3.5%	+2.9%	-6.3%	+10.6%	➖ noise
86	datafusion:vortex-file-compressed	+6.1%	+2.9%	+3.0%	+13.5%	➖ noise
86	duckdb:duckdb	-1.1%	+2.9%	-3.9%	+12.2%	➖ noise
86	duckdb:vortex-compact	+2.6%	+2.9%	-0.3%	+18.6%	➖ noise
86	duckdb:vortex-file-compressed	-1.1%	+2.9%	-4.0%	+16.3%	➖ noise
87	datafusion:vortex-compact	+5.4%	+2.0%	+3.3%	+10.0%	➖ noise
87	datafusion:vortex-file-compressed	+4.4%	+2.0%	+2.3%	+10.0%	➖ noise
87	duckdb:duckdb	-1.8%	+2.0%	-3.8%	+12.5%	➖ noise
87	duckdb:vortex-compact	+6.2%	+2.0%	+4.1%	+11.8%	➖ noise
87	duckdb:vortex-file-compressed	-7.0%	+2.0%	-8.8%	+13.5%	➖ noise
88	datafusion:vortex-compact	-1.0%	-0.4%	-0.7%	+10.0%	➖ noise
88	datafusion:vortex-file-compressed	+0.1%	-0.4%	+0.5%	+10.0%	➖ noise
88	duckdb:duckdb	+0.0%	-0.4%	+0.4%	+10.0%	➖ noise
88	duckdb:vortex-compact	-2.3%	-0.4%	-2.0%	+11.8%	➖ noise
88	duckdb:vortex-file-compressed	+5.1%	-0.4%	+5.5%	+10.0%	➖ noise
89	datafusion:vortex-compact	+4.0%	+2.3%	+1.7%	+16.1%	➖ noise
89	datafusion:vortex-file-compressed	+2.4%	+2.3%	+0.1%	+19.8%	➖ noise
89	duckdb:duckdb	+1.3%	+2.3%	-1.0%	+16.3%	➖ noise
89	duckdb:vortex-compact	+1.3%	+2.3%	-0.9%	+14.7%	➖ noise
89	duckdb:vortex-file-compressed	+1.0%	+2.3%	-1.3%	+17.0%	➖ noise
90	datafusion:vortex-compact	+1.7%	-0.8%	+2.5%	+10.3%	➖ noise
90	datafusion:vortex-file-compressed	-4.9%	-0.8%	-4.2%	+10.0%	➖ noise
90	duckdb:duckdb	+0.9%	-0.8%	+1.7%	+10.0%	➖ noise
90	duckdb:vortex-compact	-4.5%	-0.8%	-3.7%	+10.0%	➖ noise
90	duckdb:vortex-file-compressed	+6.6%	-0.8%	+7.4%	+12.1%	➖ noise
91	datafusion:vortex-compact	+2.7%	+0.6%	+2.1%	+10.0%	➖ noise
91	datafusion:vortex-file-compressed	+2.9%	+0.6%	+2.3%	+10.0%	➖ noise
91	duckdb:duckdb	+0.9%	+0.6%	+0.3%	+10.0%	➖ noise
91	duckdb:vortex-compact	-1.6%	+0.6%	-2.2%	+10.0%	➖ noise
91	duckdb:vortex-file-compressed	+2.2%	+0.6%	+1.6%	+10.1%	➖ noise
92	datafusion:vortex-compact	-1.9%	+2.6%	-4.4%	+10.0%	➖ noise
92	datafusion:vortex-file-compressed	+8.5%	+2.6%	+5.7%	+10.6%	➖ noise
92	duckdb:duckdb	-4.7%	+2.6%	-7.1%	+15.9%	➖ noise
92	duckdb:vortex-compact	-4.8%	+2.6%	-7.2%	+13.5%	➖ noise
92	duckdb:vortex-file-compressed	-3.0%	+2.6%	-5.4%	+10.0%	➖ noise
93	datafusion:vortex-compact	+2.8%	+0.4%	+2.4%	+10.0%	➖ noise
93	datafusion:vortex-file-compressed	-1.0%	+0.4%	-1.4%	+10.0%	➖ noise
93	duckdb:duckdb	+15.1%	+0.4%	+14.6%	+14.8%	➖ noise
93	duckdb:vortex-compact	+0.2%	+0.4%	-0.3%	+11.3%	➖ noise
93	duckdb:vortex-file-compressed	+16.4%	+0.4%	+15.9%	+19.2%	➖ noise
94	datafusion:vortex-compact	-3.2%	-1.7%	-1.5%	+10.0%	➖ noise
94	datafusion:vortex-file-compressed	-1.3%	-1.7%	+0.4%	+10.0%	➖ noise
94	duckdb:duckdb	-2.2%	-1.7%	-0.5%	+10.0%	➖ noise
94	duckdb:vortex-compact	+2.3%	-1.7%	+4.0%	+12.4%	➖ noise
94	duckdb:vortex-file-compressed	-1.8%	-1.7%	-0.1%	+11.0%	➖ noise
95	datafusion:vortex-compact	+0.9%	-5.1%	+6.3%	+10.0%	➖ noise
95	datafusion:vortex-file-compressed	+1.6%	-5.1%	+7.1%	+10.0%	➖ noise
95	duckdb:duckdb	-0.8%	-5.1%	+4.6%	+18.0%	➖ noise
95	duckdb:vortex-compact	-3.4%	-5.1%	+1.8%	+11.1%	➖ noise
95	duckdb:vortex-file-compressed	+0.9%	-5.1%	+6.4%	+14.7%	➖ noise
96	datafusion:vortex-compact	+1.5%	-2.4%	+4.0%	+11.4%	➖ noise
96	datafusion:vortex-file-compressed	+8.1%	-2.4%	+10.8%	+14.6%	➖ noise
96	duckdb:duckdb	-2.5%	-2.4%	-0.1%	+17.6%	➖ noise
96	duckdb:vortex-compact	+14.1%	-2.4%	+16.9%	+28.0%	➖ noise
96	duckdb:vortex-file-compressed	+0.9%	-2.4%	+3.4%	+14.9%	➖ noise
97	datafusion:vortex-compact	+4.2%	-1.5%	+5.9%	+10.0%	➖ noise
97	datafusion:vortex-file-compressed	+2.6%	-1.5%	+4.2%	+10.8%	➖ noise
97	duckdb:duckdb	+4.8%	-1.5%	+6.5%	+11.5%	➖ noise
97	duckdb:vortex-compact	+4.2%	-1.5%	+5.8%	+10.8%	➖ noise
97	duckdb:vortex-file-compressed	+2.3%	-1.5%	+3.9%	+15.2%	➖ noise
98	datafusion:vortex-compact	+1.0%	-0.5%	+1.6%	+10.0%	➖ noise
98	datafusion:vortex-file-compressed	+3.7%	-0.5%	+4.2%	+10.0%	➖ noise
98	duckdb:duckdb	+2.1%	-0.5%	+2.6%	+16.0%	➖ noise
98	duckdb:vortex-compact	-1.4%	-0.5%	-0.9%	+10.5%	➖ noise
98	duckdb:vortex-file-compressed	+3.6%	-0.5%	+4.2%	+12.3%	➖ noise
99	datafusion:vortex-compact	+1.6%	+4.1%	-2.5%	+13.3%	➖ noise
99	datafusion:vortex-file-compressed	-2.1%	+4.1%	-6.0%	+13.8%	➖ noise
99	duckdb:duckdb	-2.4%	+4.1%	-6.3%	+37.0%	➖ noise
99	duckdb:vortex-compact	+5.4%	+4.1%	+1.2%	+20.2%	➖ noise
99	duckdb:vortex-file-compressed	-0.8%	+4.1%	-4.8%	+15.7%	➖ noise

github-actions · 2026-04-13T23:55:07Z

File Sizes: TPC-DS SF=1 on NVME

No file size changes detected.

github-actions · 2026-04-13T23:55:58Z

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -4.3%
Vortex (geomean): 0.987x ➖
Parquet (geomean): 1.031x ➖
Shifts: Parquet (control) +3.1% · Median polish +0.4%

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

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	394299085	406077690	0.97
tpch_q02/datafusion:vortex-file-compressed	120671518	116652207	1.03
tpch_q03/datafusion:vortex-file-compressed	213761375	210012544	1.02
tpch_q04/datafusion:vortex-file-compressed	102591676	101880203	1.01
tpch_q05/datafusion:vortex-file-compressed	400227901	386245153	1.04
tpch_q06/datafusion:vortex-file-compressed	41959138	41215662	1.02
tpch_q07/datafusion:vortex-file-compressed	585712264	565046086	1.04
tpch_q08/datafusion:vortex-file-compressed	406720431	372204136	1.09
tpch_q09/datafusion:vortex-file-compressed	706377077	668585723	1.06
tpch_q10/datafusion:vortex-file-compressed	249473603	244142403	1.02
tpch_q11/datafusion:vortex-file-compressed	92861550	92097120	1.01
tpch_q12/datafusion:vortex-file-compressed	113015001	114212136	0.99
tpch_q13/datafusion:vortex-file-compressed	237518309	234014699	1.01
tpch_q14/datafusion:vortex-file-compressed	63261809	59993055	1.05
tpch_q15/datafusion:vortex-file-compressed	116813996	109505265	1.07
tpch_q16/datafusion:vortex-file-compressed	80974933	83769562	0.97
tpch_q17/datafusion:vortex-file-compressed	713330486	686731372	1.04
tpch_q18/datafusion:vortex-file-compressed	927563851	946193505	0.98
tpch_q19/datafusion:vortex-file-compressed	93120959	92085279	1.01
tpch_q20/datafusion:vortex-file-compressed	179449831	180526656	0.99
tpch_q21/datafusion:vortex-file-compressed	701749912	699267753	1.00
tpch_q22/datafusion:vortex-file-compressed	63136246	62869507	1.00

datafusion / vortex-compact (1.004x ➖, 0↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	448146187	453637653	0.99
tpch_q02/datafusion:vortex-compact	127024093	127161000	1.00
tpch_q03/datafusion:vortex-compact	225339285	231037488	0.98
tpch_q04/datafusion:vortex-compact	123472535	122071380	1.01
tpch_q05/datafusion:vortex-compact	409354899	417472671	0.98
tpch_q06/datafusion:vortex-compact	64865233	64103140	1.01
tpch_q07/datafusion:vortex-compact	600611511	630294050	0.95
tpch_q08/datafusion:vortex-compact	395527301	400677122	0.99
tpch_q09/datafusion:vortex-compact	708491704	703181160	1.01
tpch_q10/datafusion:vortex-compact	278272668	279030875	1.00
tpch_q11/datafusion:vortex-compact	92984832	92030041	1.01
tpch_q12/datafusion:vortex-compact	168476346	162963735	1.03
tpch_q13/datafusion:vortex-compact	276456491	267643940	1.03
tpch_q14/datafusion:vortex-compact	74873000	73910315	1.01
tpch_q15/datafusion:vortex-compact	168231721	161509456	1.04
tpch_q16/datafusion:vortex-compact	83892968	80890932	1.04
tpch_q17/datafusion:vortex-compact	665316684	660049315	1.01
tpch_q18/datafusion:vortex-compact	906941071	879308529	1.03
tpch_q19/datafusion:vortex-compact	133465621	138713032	0.96
tpch_q20/datafusion:vortex-compact	202980586	205839895	0.99
tpch_q21/datafusion:vortex-compact	722745913	716191045	1.01
tpch_q22/datafusion:vortex-compact	72910433	71750914	1.02

datafusion / parquet (1.049x ➖, 0↑ 2↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	453757777	420466727	1.08
tpch_q02/datafusion:parquet	193149709	186886084	1.03
tpch_q03/datafusion:parquet	307822180	293144835	1.05
tpch_q04/datafusion:parquet	137703332	134650537	1.02
tpch_q05/datafusion:parquet	468694065	445497426	1.05
tpch_q06/datafusion:parquet	118981967	118826780	1.00
tpch_q07/datafusion:parquet	651724431	626529975	1.04
tpch_q08/datafusion:parquet	532864604	493728187	1.08
tpch_q09/datafusion:parquet 🚨	846334250	766622610	1.10
tpch_q10/datafusion:parquet	534488574	496711043	1.08
tpch_q11/datafusion:parquet	142444802	134232656	1.06
tpch_q12/datafusion:parquet	225713487	206993926	1.09
tpch_q13/datafusion:parquet	355696376	339504327	1.05
tpch_q14/datafusion:parquet 🚨	167865910	151968888	1.10
tpch_q15/datafusion:parquet	256968292	245555523	1.05
tpch_q16/datafusion:parquet	142182121	138010606	1.03
tpch_q17/datafusion:parquet	732625610	700018394	1.05
tpch_q18/datafusion:parquet	936920650	881940994	1.06
tpch_q19/datafusion:parquet	283122108	268623897	1.05
tpch_q20/datafusion:parquet	320623950	305447482	1.05
tpch_q21/datafusion:parquet	770202035	736207912	1.05
tpch_q22/datafusion:parquet	215816769	234470672	0.92

datafusion / arrow (1.024x ➖, 0↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	605602286	595814403	1.02
tpch_q02/datafusion:arrow	162662176	162221635	1.00
tpch_q03/datafusion:arrow	456350204	440813455	1.04
tpch_q04/datafusion:arrow	350464516	335010049	1.05
tpch_q05/datafusion:arrow	916820419	886620576	1.03
tpch_q06/datafusion:arrow	270067778	264283549	1.02
tpch_q07/datafusion:arrow	1131752844	1101434792	1.03
tpch_q08/datafusion:arrow	1112796094	1085937996	1.02
tpch_q09/datafusion:arrow	1325962153	1291909902	1.03
tpch_q10/datafusion:arrow	592780851	585920082	1.01
tpch_q11/datafusion:arrow	148319988	145811950	1.02
tpch_q12/datafusion:arrow	657789509	656737353	1.00
tpch_q13/datafusion:arrow	516151567	525847383	0.98
tpch_q14/datafusion:arrow	307651216	297359075	1.03
tpch_q15/datafusion:arrow	651473411	621450191	1.05
tpch_q16/datafusion:arrow	107578385	106032733	1.01
tpch_q17/datafusion:arrow	1316065443	1279940360	1.03
tpch_q18/datafusion:arrow	1802235867	1787906969	1.01
tpch_q19/datafusion:arrow	497575762	490905824	1.01
tpch_q20/datafusion:arrow	496883113	468651617	1.06
tpch_q21/datafusion:arrow	2886487789	2749397218	1.05
tpch_q22/datafusion:arrow	143088668	139299407	1.03

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

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	180430758	176716286	1.02
tpch_q02/duckdb:vortex-file-compressed	56496039	54358958	1.04
tpch_q03/duckdb:vortex-file-compressed	129525048	132135049	0.98
tpch_q04/duckdb:vortex-file-compressed	153289795	155782002	0.98
tpch_q05/duckdb:vortex-file-compressed	136274507	133808806	1.02
tpch_q06/duckdb:vortex-file-compressed	47402627	50134230	0.95
tpch_q07/duckdb:vortex-file-compressed	150282007	148858603	1.01
tpch_q08/duckdb:vortex-file-compressed	184832689	180091571	1.03
tpch_q09/duckdb:vortex-file-compressed	339639394	340310219	1.00
tpch_q10/duckdb:vortex-file-compressed	158839229	155602147	1.02
tpch_q11/duckdb:vortex-file-compressed	37806454	36937575	1.02
tpch_q12/duckdb:vortex-file-compressed	90088403	90107473	1.00
tpch_q13/duckdb:vortex-file-compressed	252051441	249376187	1.01
tpch_q14/duckdb:vortex-file-compressed	69504243	71902848	0.97
tpch_q15/duckdb:vortex-file-compressed	100942763	102288675	0.99
tpch_q16/duckdb:vortex-file-compressed	80339561	83030061	0.97
tpch_q17/duckdb:vortex-file-compressed	103176089	103455242	1.00
tpch_q18/duckdb:vortex-file-compressed	290724449	283662017	1.02
tpch_q19/duckdb:vortex-file-compressed	92226647	94200566	0.98
tpch_q20/duckdb:vortex-file-compressed	166014665	182341509	0.91
tpch_q21/duckdb:vortex-file-compressed	571973383	596952408	0.96
tpch_q22/duckdb:vortex-file-compressed	77836087	84084743	0.93

duckdb / vortex-compact (0.936x ➖, 1↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	230074339	249892008	0.92
tpch_q02/duckdb:vortex-compact	60178631	65709973	0.92
tpch_q03/duckdb:vortex-compact	143031753	152311710	0.94
tpch_q04/duckdb:vortex-compact	177895020	188543874	0.94
tpch_q05/duckdb:vortex-compact	147462464	153831371	0.96
tpch_q06/duckdb:vortex-compact	83388516	86868125	0.96
tpch_q07/duckdb:vortex-compact	202044945	223546272	0.90
tpch_q08/duckdb:vortex-compact	198525354	213494239	0.93
tpch_q09/duckdb:vortex-compact	369456261	382946018	0.96
tpch_q10/duckdb:vortex-compact	188314671	206575614	0.91
tpch_q11/duckdb:vortex-compact	42393403	45425761	0.93
tpch_q12/duckdb:vortex-compact	201145674	213570772	0.94
tpch_q13/duckdb:vortex-compact	298640689	320548165	0.93
tpch_q14/duckdb:vortex-compact	105102750	112199952	0.94
tpch_q15/duckdb:vortex-compact 🚀	118573534	132529971	0.89
tpch_q16/duckdb:vortex-compact	85461612	92651318	0.92
tpch_q17/duckdb:vortex-compact	119417337	128095845	0.93
tpch_q18/duckdb:vortex-compact	300604997	305913618	0.98
tpch_q19/duckdb:vortex-compact	115573563	121804184	0.95
tpch_q20/duckdb:vortex-compact	211818916	224289449	0.94
tpch_q21/duckdb:vortex-compact	649766675	691972338	0.94
tpch_q22/duckdb:vortex-compact	90055237	96016534	0.94

duckdb / parquet (1.012x ➖, 0↑ 1↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	260583956	262705652	0.99
tpch_q02/duckdb:parquet	105645708	98649747	1.07
tpch_q03/duckdb:parquet	218966539	208682463	1.05
tpch_q04/duckdb:parquet	136792425	133566558	1.02
tpch_q05/duckdb:parquet	220623148	220305437	1.00
tpch_q06/duckdb:parquet	68102115	68000287	1.00
tpch_q07/duckdb:parquet	179631483	186822310	0.96
tpch_q08/duckdb:parquet	260312863	256154337	1.02
tpch_q09/duckdb:parquet	464088480	468422404	0.99
tpch_q10/duckdb:parquet	615767211	615318773	1.00
tpch_q11/duckdb:parquet	45254154	45695912	0.99
tpch_q12/duckdb:parquet	129259951	126003488	1.03
tpch_q13/duckdb:parquet 🚨	466894902	407865757	1.14
tpch_q14/duckdb:parquet	174982699	174745384	1.00
tpch_q15/duckdb:parquet	101213700	101140893	1.00
tpch_q16/duckdb:parquet	160093076	160897203	1.00
tpch_q17/duckdb:parquet	180192967	177982813	1.01
tpch_q18/duckdb:parquet	359660148	353753949	1.02
tpch_q19/duckdb:parquet	283643431	280061075	1.01
tpch_q20/duckdb:parquet	220851829	229910871	0.96
tpch_q21/duckdb:parquet	582065969	575385525	1.01
tpch_q22/duckdb:parquet	291478494	289655388	1.01

duckdb / duckdb (0.949x ➖, 1↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	118217657	122346207	0.97
tpch_q02/duckdb:duckdb	47129887	48321622	0.98
tpch_q03/duckdb:duckdb	97642671	103966686	0.94
tpch_q04/duckdb:duckdb	133325175	143527479	0.93
tpch_q05/duckdb:duckdb	111940935	118711750	0.94
tpch_q06/duckdb:duckdb	40263375	41318167	0.97
tpch_q07/duckdb:duckdb	87172855	91501549	0.95
tpch_q08/duckdb:duckdb	112208294	116867547	0.96
tpch_q09/duckdb:duckdb	278197803	295467296	0.94
tpch_q10/duckdb:duckdb	208468826	220731223	0.94
tpch_q11/duckdb:duckdb	15802372	15948403	0.99
tpch_q12/duckdb:duckdb	84476985	88152348	0.96
tpch_q13/duckdb:duckdb	256209940	270379480	0.95
tpch_q14/duckdb:duckdb	71482032	75341993	0.95
tpch_q15/duckdb:duckdb	77863888	83397538	0.93
tpch_q16/duckdb:duckdb	73619406	76927680	0.96
tpch_q17/duckdb:duckdb	84799278	88257771	0.96
tpch_q18/duckdb:duckdb	215139055	228798138	0.94
tpch_q19/duckdb:duckdb	115954557	124470511	0.93
tpch_q20/duckdb:duckdb	110836167	117166063	0.95
tpch_q21/duckdb:duckdb	304304287	325304421	0.94
tpch_q22/duckdb:duckdb 🚀	65128495	72479085	0.90

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+1.6%	+3.5%	-1.8%	+12.4%	➖ noise
1	datafusion:vortex-compact	-1.2%	+3.5%	-4.5%	+13.0%	➖ noise
1	datafusion:vortex-file-compressed	-2.9%	+3.5%	-6.2%	+14.6%	➖ noise
1	duckdb:duckdb	-3.4%	+3.5%	-6.6%	+12.2%	➖ noise
1	duckdb:vortex-compact	-7.9%	+3.5%	-11.0%	+12.2%	✅ faster
1	duckdb:vortex-file-compressed	+2.1%	+3.5%	-1.3%	+12.7%	➖ noise
2	datafusion:arrow	+0.3%	+5.2%	-4.7%	+10.0%	➖ noise
2	datafusion:vortex-compact	-0.1%	+5.2%	-5.0%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+3.4%	+5.2%	-1.7%	+10.0%	➖ noise
2	duckdb:duckdb	-2.5%	+5.2%	-7.3%	+13.5%	➖ noise
2	duckdb:vortex-compact	-8.4%	+5.2%	-12.9%	+10.0%	✅ faster
2	duckdb:vortex-file-compressed	+3.9%	+5.2%	-1.2%	+10.0%	➖ noise
3	datafusion:arrow	+3.5%	+5.0%	-1.4%	+10.0%	➖ noise
3	datafusion:vortex-compact	-2.5%	+5.0%	-7.1%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+1.8%	+5.0%	-3.0%	+10.0%	➖ noise
3	duckdb:duckdb	-6.1%	+5.0%	-10.5%	+10.0%	✅ faster
3	duckdb:vortex-compact	-6.1%	+5.0%	-10.5%	+10.0%	✅ faster
3	duckdb:vortex-file-compressed	-2.0%	+5.0%	-6.6%	+10.0%	➖ noise
4	datafusion:arrow	+4.6%	+2.3%	+2.2%	+10.0%	➖ noise
4	datafusion:vortex-compact	+1.1%	+2.3%	-1.2%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+0.7%	+2.3%	-1.6%	+10.0%	➖ noise
4	duckdb:duckdb	-7.1%	+2.3%	-9.2%	+10.0%	✅ faster
4	duckdb:vortex-compact	-5.6%	+2.3%	-7.8%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-1.6%	+2.3%	-3.9%	+10.0%	➖ noise
5	datafusion:arrow	+3.4%	+2.6%	+0.7%	+10.0%	➖ noise
5	datafusion:vortex-compact	-1.9%	+2.6%	-4.5%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+3.6%	+2.6%	+1.0%	+10.0%	➖ noise
5	duckdb:duckdb	-5.7%	+2.6%	-8.1%	+10.0%	➖ noise
5	duckdb:vortex-compact	-4.1%	+2.6%	-6.6%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+1.8%	+2.6%	-0.8%	+10.0%	➖ noise
6	datafusion:arrow	+2.2%	+0.1%	+2.0%	+10.0%	➖ noise
6	datafusion:vortex-compact	+1.2%	+0.1%	+1.0%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+1.8%	+0.1%	+1.7%	+10.0%	➖ noise
6	duckdb:duckdb	-2.6%	+0.1%	-2.7%	+16.2%	➖ noise
6	duckdb:vortex-compact	-4.0%	+0.1%	-4.1%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-5.4%	+0.1%	-5.6%	+12.4%	➖ noise
7	datafusion:arrow	+2.8%	+0.0%	+2.7%	+10.0%	➖ noise
7	datafusion:vortex-compact	-4.7%	+0.0%	-4.7%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+3.7%	+0.0%	+3.6%	+10.0%	➖ noise
7	duckdb:duckdb	-4.7%	+0.0%	-4.7%	+10.0%	➖ noise
7	duckdb:vortex-compact	-9.6%	+0.0%	-9.6%	+10.0%	✅ faster
7	duckdb:vortex-file-compressed	+1.0%	+0.0%	+0.9%	+10.0%	➖ noise
8	datafusion:arrow	+2.5%	+4.7%	-2.2%	+10.0%	➖ noise
8	datafusion:vortex-compact	-1.3%	+4.7%	-5.7%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+9.3%	+4.7%	+4.3%	+10.0%	➖ noise
8	duckdb:duckdb	-4.0%	+4.7%	-8.3%	+10.0%	➖ noise
8	duckdb:vortex-compact	-7.0%	+4.7%	-11.2%	+10.0%	✅ faster
8	duckdb:vortex-file-compressed	+2.6%	+4.7%	-2.0%	+10.0%	➖ noise
9	datafusion:arrow	+2.6%	+4.6%	-1.9%	+10.0%	➖ noise
9	datafusion:vortex-compact	+0.8%	+4.6%	-3.7%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+5.7%	+4.6%	+1.0%	+10.0%	➖ noise
9	duckdb:duckdb	-5.8%	+4.6%	-10.0%	+10.0%	✅ faster
9	duckdb:vortex-compact	-3.5%	+4.6%	-7.8%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-0.2%	+4.6%	-4.6%	+10.0%	➖ noise
10	datafusion:arrow	+1.2%	+3.8%	-2.5%	+10.0%	➖ noise
10	datafusion:vortex-compact	-0.3%	+3.8%	-3.9%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+2.2%	+3.8%	-1.5%	+10.0%	➖ noise
10	duckdb:duckdb	-5.6%	+3.8%	-9.0%	+10.0%	➖ noise
10	duckdb:vortex-compact	-8.8%	+3.8%	-12.2%	+10.0%	✅ faster
10	duckdb:vortex-file-compressed	+2.1%	+3.8%	-1.6%	+10.0%	➖ noise
11	datafusion:arrow	+1.7%	+2.5%	-0.8%	+10.0%	➖ noise
11	datafusion:vortex-compact	+1.0%	+2.5%	-1.4%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+0.8%	+2.5%	-1.6%	+10.4%	➖ noise
11	duckdb:duckdb	-0.9%	+2.5%	-3.3%	+18.6%	➖ noise
11	duckdb:vortex-compact	-6.7%	+2.5%	-9.0%	+14.8%	➖ noise
11	duckdb:vortex-file-compressed	+2.4%	+2.5%	-0.2%	+12.4%	➖ noise
12	datafusion:arrow	+0.2%	+5.8%	-5.3%	+49.4%	➖ noise
12	datafusion:vortex-compact	+3.4%	+5.8%	-2.3%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-1.0%	+5.8%	-6.4%	+10.0%	➖ noise
12	duckdb:duckdb	-4.2%	+5.8%	-9.4%	+10.0%	✅ faster
12	duckdb:vortex-compact	-5.8%	+5.8%	-11.0%	+10.0%	✅ faster
12	duckdb:vortex-file-compressed	-0.0%	+5.8%	-5.5%	+10.0%	➖ noise
13	datafusion:arrow	-1.8%	+9.5%	-10.4%	+10.0%	✅ faster
13	datafusion:vortex-compact	+3.3%	+9.5%	-5.7%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+1.5%	+9.5%	-7.3%	+10.0%	➖ noise
13	duckdb:duckdb	-5.2%	+9.5%	-13.5%	+10.0%	✅ faster
13	duckdb:vortex-compact	-6.8%	+9.5%	-14.9%	+10.0%	✅ faster
13	duckdb:vortex-file-compressed	+1.1%	+9.5%	-7.7%	+10.0%	➖ noise
14	datafusion:arrow	+3.5%	+5.2%	-1.6%	+10.0%	➖ noise
14	datafusion:vortex-compact	+1.3%	+5.2%	-3.7%	+10.3%	➖ noise
14	datafusion:vortex-file-compressed	+5.4%	+5.2%	+0.3%	+16.7%	➖ noise
14	duckdb:duckdb	-5.1%	+5.2%	-9.8%	+10.0%	✅ faster
14	duckdb:vortex-compact	-6.3%	+5.2%	-10.9%	+10.0%	✅ faster
14	duckdb:vortex-file-compressed	-3.3%	+5.2%	-8.1%	+10.3%	➖ noise
15	datafusion:arrow	+4.8%	+2.3%	+2.4%	+10.0%	➖ noise
15	datafusion:vortex-compact	+4.2%	+2.3%	+1.8%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+6.7%	+2.3%	+4.2%	+10.0%	➖ noise
15	duckdb:duckdb	-6.6%	+2.3%	-8.8%	+10.0%	➖ noise
15	duckdb:vortex-compact	-10.5%	+2.3%	-12.6%	+10.0%	✅ faster
15	duckdb:vortex-file-compressed	-1.3%	+2.3%	-3.6%	+10.0%	➖ noise
16	datafusion:arrow	+1.5%	+1.2%	+0.2%	+21.2%	➖ noise
16	datafusion:vortex-compact	+3.7%	+1.2%	+2.4%	+11.1%	➖ noise
16	datafusion:vortex-file-compressed	-3.3%	+1.2%	-4.5%	+12.0%	➖ noise
16	duckdb:duckdb	-4.3%	+1.2%	-5.5%	+11.2%	➖ noise
16	duckdb:vortex-compact	-7.8%	+1.2%	-8.9%	+11.9%	➖ noise
16	duckdb:vortex-file-compressed	-3.2%	+1.2%	-4.4%	+11.2%	➖ noise
17	datafusion:arrow	+2.8%	+2.9%	-0.1%	+10.0%	➖ noise
17	datafusion:vortex-compact	+0.8%	+2.9%	-2.1%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+3.9%	+2.9%	+0.9%	+10.0%	➖ noise
17	duckdb:duckdb	-3.9%	+2.9%	-6.7%	+10.0%	➖ noise
17	duckdb:vortex-compact	-6.8%	+2.9%	-9.4%	+10.0%	✅ faster
17	duckdb:vortex-file-compressed	-0.3%	+2.9%	-3.1%	+10.0%	➖ noise
18	datafusion:arrow	+0.8%	+3.9%	-3.0%	+10.0%	➖ noise
18	datafusion:vortex-compact	+3.1%	+3.9%	-0.8%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-2.0%	+3.9%	-5.7%	+10.0%	➖ noise
18	duckdb:duckdb	-6.0%	+3.9%	-9.5%	+10.0%	✅ faster
18	duckdb:vortex-compact	-1.7%	+3.9%	-5.4%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+2.5%	+3.9%	-1.4%	+10.0%	➖ noise
19	datafusion:arrow	+1.4%	+3.3%	-1.9%	+10.0%	➖ noise
19	datafusion:vortex-compact	-3.8%	+3.3%	-6.9%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+1.1%	+3.3%	-2.1%	+10.0%	➖ noise
19	duckdb:duckdb	-6.8%	+3.3%	-9.8%	+10.0%	✅ faster
19	duckdb:vortex-compact	-5.1%	+3.3%	-8.2%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	-2.1%	+3.3%	-5.2%	+10.0%	➖ noise
20	datafusion:arrow	+6.0%	+0.4%	+5.6%	+10.0%	➖ noise
20	datafusion:vortex-compact	-1.4%	+0.4%	-1.8%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	-0.6%	+0.4%	-1.0%	+10.0%	➖ noise
20	duckdb:duckdb	-5.4%	+0.4%	-5.8%	+10.0%	➖ noise
20	duckdb:vortex-compact	-5.6%	+0.4%	-6.0%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	-9.0%	+0.4%	-9.3%	+10.0%	✅ faster
21	datafusion:arrow	+5.0%	+2.9%	+2.1%	+10.0%	➖ noise
21	datafusion:vortex-compact	+0.9%	+2.9%	-1.9%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	+0.4%	+2.9%	-2.4%	+10.0%	➖ noise
21	duckdb:duckdb	-6.5%	+2.9%	-9.1%	+10.0%	➖ noise
21	duckdb:vortex-compact	-6.1%	+2.9%	-8.7%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	-4.2%	+2.9%	-6.9%	+10.0%	➖ noise
22	datafusion:arrow	+2.7%	-3.8%	+6.7%	+10.0%	➖ noise
22	datafusion:vortex-compact	+1.6%	-3.8%	+5.6%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+0.4%	-3.8%	+4.3%	+10.0%	➖ noise
22	duckdb:duckdb	-10.1%	-3.8%	-6.6%	+10.0%	➖ noise
22	duckdb:vortex-compact	-6.2%	-3.8%	-2.5%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-7.4%	-3.8%	-3.8%	+10.0%	➖ noise

github-actions · 2026-04-13T23:56:00Z

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -2.9%
Vortex (geomean): 0.990x ➖
Parquet (geomean): 1.019x ➖
Shifts: Parquet (control) +1.9% · Median polish +0.2%

datafusion / vortex-file-compressed (1.013x ➖, 0↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	212877847	203319736	1.05
tpch_q02/datafusion:vortex-file-compressed	401535404	414419444	0.97
tpch_q03/datafusion:vortex-file-compressed	352828058	340354565	1.04
tpch_q04/datafusion:vortex-file-compressed	191789783	190416748	1.01
tpch_q05/datafusion:vortex-file-compressed	366070807	377855217	0.97
tpch_q06/datafusion:vortex-file-compressed	278392955	257430866	1.08
tpch_q07/datafusion:vortex-file-compressed	363086210	366439482	0.99
tpch_q08/datafusion:vortex-file-compressed	608132036	522922254	1.16
tpch_q09/datafusion:vortex-file-compressed	326418968	315671417	1.03
tpch_q10/datafusion:vortex-file-compressed	407666047	394831471	1.03
tpch_q11/datafusion:vortex-file-compressed	287933442	289483066	0.99
tpch_q12/datafusion:vortex-file-compressed	313240148	304349855	1.03
tpch_q13/datafusion:vortex-file-compressed	177661746	210710513	0.84
tpch_q14/datafusion:vortex-file-compressed	204032673	178883957	1.14
tpch_q15/datafusion:vortex-file-compressed	298397412	296143396	1.01
tpch_q16/datafusion:vortex-file-compressed	201275292	187438565	1.07
tpch_q17/datafusion:vortex-file-compressed	312655785	295104991	1.06
tpch_q18/datafusion:vortex-file-compressed	283204930	244539981	1.16
tpch_q19/datafusion:vortex-file-compressed	360912180	333155661	1.08
tpch_q20/datafusion:vortex-file-compressed	342265809	371246484	0.92
tpch_q21/datafusion:vortex-file-compressed	440311911	478117923	0.92
tpch_q22/datafusion:vortex-file-compressed	148362322	185078281	0.80

datafusion / vortex-compact (1.028x ➖, 0↑ 1↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	288586019	277144649	1.04
tpch_q02/datafusion:vortex-compact	425000101	444318622	0.96
tpch_q03/datafusion:vortex-compact 🚨	539241958	408469837	1.32
tpch_q04/datafusion:vortex-compact	237575300	240883191	0.99
tpch_q05/datafusion:vortex-compact	419504432	350583827	1.20
tpch_q06/datafusion:vortex-compact	383529679	313518936	1.22
tpch_q07/datafusion:vortex-compact	414795468	450032907	0.92
tpch_q08/datafusion:vortex-compact	499091922	487110609	1.02
tpch_q09/datafusion:vortex-compact	395453321	371013931	1.07
tpch_q10/datafusion:vortex-compact	416657214	409431827	1.02
tpch_q11/datafusion:vortex-compact	271474629	236300076	1.15
tpch_q12/datafusion:vortex-compact	379275278	405814435	0.93
tpch_q13/datafusion:vortex-compact	215812834	205598804	1.05
tpch_q14/datafusion:vortex-compact	247171967	248251340	1.00
tpch_q15/datafusion:vortex-compact	457521366	431933793	1.06
tpch_q16/datafusion:vortex-compact	175907513	203261186	0.87
tpch_q17/datafusion:vortex-compact	325589175	324945078	1.00
tpch_q18/datafusion:vortex-compact	296834389	278416027	1.07
tpch_q19/datafusion:vortex-compact	470028932	465362873	1.01
tpch_q20/datafusion:vortex-compact	432965546	443182878	0.98
tpch_q21/datafusion:vortex-compact	509422218	526320923	0.97
tpch_q22/datafusion:vortex-compact	152088345	167829369	0.91

datafusion / parquet (1.074x ➖, 0↑ 1↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	244563331	219196992	1.12
tpch_q02/datafusion:parquet	496229299	428798032	1.16
tpch_q03/datafusion:parquet 🚨	604598368	287738815	2.10
tpch_q04/datafusion:parquet	154907047	137729434	1.12
tpch_q05/datafusion:parquet	490197442	428211090	1.14
tpch_q06/datafusion:parquet	154951929	144443669	1.07
tpch_q07/datafusion:parquet	502550783	465045399	1.08
tpch_q08/datafusion:parquet	627235500	562934256	1.11
tpch_q09/datafusion:parquet	495939394	502986147	0.99
tpch_q10/datafusion:parquet	547339306	510382139	1.07
tpch_q11/datafusion:parquet	371227500	348642866	1.06
tpch_q12/datafusion:parquet	263078543	223500278	1.18
tpch_q13/datafusion:parquet	468516034	453318929	1.03
tpch_q14/datafusion:parquet	170872656	185235835	0.92
tpch_q15/datafusion:parquet	281608307	285182334	0.99
tpch_q16/datafusion:parquet	183555635	176028258	1.04
tpch_q17/datafusion:parquet	389251491	401325358	0.97
tpch_q18/datafusion:parquet	440676225	448977522	0.98
tpch_q19/datafusion:parquet	315488236	357977155	0.88
tpch_q20/datafusion:parquet	318794688	340606433	0.94
tpch_q21/datafusion:parquet	524073503	539897918	0.97
tpch_q22/datafusion:parquet	129472220	120068834	1.08

duckdb / vortex-file-compressed (0.945x ➖, 0↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	277276215	264154879	1.05
tpch_q02/duckdb:vortex-file-compressed	910406805	959475116	0.95
tpch_q03/duckdb:vortex-file-compressed	622208741	625270293	1.00
tpch_q04/duckdb:vortex-file-compressed	352097797	361585096	0.97
tpch_q05/duckdb:vortex-file-compressed	857083831	884150845	0.97
tpch_q06/duckdb:vortex-file-compressed	411933624	415658269	0.99
tpch_q07/duckdb:vortex-file-compressed	781465630	737435796	1.06
tpch_q08/duckdb:vortex-file-compressed	864584861	1049787113	0.82
tpch_q09/duckdb:vortex-file-compressed	888036082	852776233	1.04
tpch_q10/duckdb:vortex-file-compressed	722172542	664794621	1.09
tpch_q11/duckdb:vortex-file-compressed	489223935	497975398	0.98
tpch_q12/duckdb:vortex-file-compressed	500184693	544336921	0.92
tpch_q13/duckdb:vortex-file-compressed	431975820	479191128	0.90
tpch_q14/duckdb:vortex-file-compressed	432904760	529746695	0.82
tpch_q15/duckdb:vortex-file-compressed	283412587	319752691	0.89
tpch_q16/duckdb:vortex-file-compressed	315355062	391271493	0.81
tpch_q17/duckdb:vortex-file-compressed	657641359	724626818	0.91
tpch_q18/duckdb:vortex-file-compressed	496547960	576184846	0.86
tpch_q19/duckdb:vortex-file-compressed	430470881	422196356	1.02
tpch_q20/duckdb:vortex-file-compressed	737671045	850039334	0.87
tpch_q21/duckdb:vortex-file-compressed	961226976	1090629371	0.88
tpch_q22/duckdb:vortex-file-compressed	341454989	312267381	1.09

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

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	261599148	297711260	0.88
tpch_q02/duckdb:vortex-compact	854267033	868815468	0.98
tpch_q03/duckdb:vortex-compact	582771175	576838991	1.01
tpch_q04/duckdb:vortex-compact	354012456	332697971	1.06
tpch_q05/duckdb:vortex-compact	773943220	855528741	0.90
tpch_q06/duckdb:vortex-compact	398266729	396671249	1.00
tpch_q07/duckdb:vortex-compact	690545189	744062294	0.93
tpch_q08/duckdb:vortex-compact	766866640	841050835	0.91
tpch_q09/duckdb:vortex-compact	830094317	863524917	0.96
tpch_q10/duckdb:vortex-compact	622625992	632296059	0.98
tpch_q11/duckdb:vortex-compact	468401158	446723861	1.05
tpch_q12/duckdb:vortex-compact	445974833	484840973	0.92
tpch_q13/duckdb:vortex-compact	458539641	460608415	1.00
tpch_q14/duckdb:vortex-compact	465632286	427337616	1.09
tpch_q15/duckdb:vortex-compact	271867565	239953267	1.13
tpch_q16/duckdb:vortex-compact	346689797	376256857	0.92
tpch_q17/duckdb:vortex-compact	609518528	603740741	1.01
tpch_q18/duckdb:vortex-compact	487370659	481137592	1.01
tpch_q19/duckdb:vortex-compact	404945968	447816097	0.90
tpch_q20/duckdb:vortex-compact	670979843	743630505	0.90
tpch_q21/duckdb:vortex-compact	1027092761	1028939925	1.00
tpch_q22/duckdb:vortex-compact	351741124	375709908	0.94

duckdb / parquet (0.967x ➖, 0↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	508809634	516066532	0.99
tpch_q02/duckdb:parquet	1312948655	1469484616	0.89
tpch_q03/duckdb:parquet	1108819840	1046200908	1.06
tpch_q04/duckdb:parquet	698027851	679532020	1.03
tpch_q05/duckdb:parquet	1484358973	1565853246	0.95
tpch_q06/duckdb:parquet	396317535	419746935	0.94
tpch_q07/duckdb:parquet	1155867727	1311481659	0.88
tpch_q08/duckdb:parquet	1538703292	1736729321	0.89
tpch_q09/duckdb:parquet	1419651248	1458749456	0.97
tpch_q10/duckdb:parquet	1379887912	1327768408	1.04
tpch_q11/duckdb:parquet	811659585	872322572	0.93
tpch_q12/duckdb:parquet	640007567	722669534	0.89
tpch_q13/duckdb:parquet	902837123	959200200	0.94
tpch_q14/duckdb:parquet	665119303	638333631	1.04
tpch_q15/duckdb:parquet	491421809	502735776	0.98
tpch_q16/duckdb:parquet	525822598	584828358	0.90
tpch_q17/duckdb:parquet	774148571	732082457	1.06
tpch_q18/duckdb:parquet	922552557	862495350	1.07
tpch_q19/duckdb:parquet	848787959	798108040	1.06
tpch_q20/duckdb:parquet	969065593	1076451957	0.90
tpch_q21/duckdb:parquet	1214858924	1227525585	0.99
tpch_q22/duckdb:parquet	467099707	505452674	0.92

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+4.1%	+4.9%	-0.7%	+133.6%	➖ noise
1	datafusion:vortex-file-compressed	+4.7%	+4.9%	-0.2%	+149.9%	➖ noise
1	duckdb:vortex-compact	-12.1%	+4.9%	-16.2%	+38.4%	➖ noise
1	duckdb:vortex-file-compressed	+5.0%	+4.9%	+0.1%	+38.0%	➖ noise
2	datafusion:vortex-compact	-4.3%	+1.7%	-5.9%	+58.1%	➖ noise
2	datafusion:vortex-file-compressed	-3.1%	+1.7%	-4.7%	+38.4%	➖ noise
2	duckdb:vortex-compact	-1.7%	+1.7%	-3.3%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	-5.1%	+1.7%	-6.7%	+30.0%	➖ noise
3	datafusion:vortex-compact	+32.0%	+49.2%	-11.5%	+80.0%	➖ noise
3	datafusion:vortex-file-compressed	+3.7%	+49.2%	-30.5%	+110.4%	➖ noise
3	duckdb:vortex-compact	+1.0%	+49.2%	-32.3%	+41.4%	✅ faster
3	duckdb:vortex-file-compressed	-0.5%	+49.2%	-33.3%	+42.9%	✅ faster
4	datafusion:vortex-compact	-1.4%	+7.5%	-8.2%	+59.7%	➖ noise
4	datafusion:vortex-file-compressed	+0.7%	+7.5%	-6.3%	+30.0%	➖ noise
4	duckdb:vortex-compact	+6.4%	+7.5%	-1.0%	+36.0%	➖ noise
4	duckdb:vortex-file-compressed	-2.6%	+7.5%	-9.4%	+30.0%	➖ noise
5	datafusion:vortex-compact	+19.7%	+4.2%	+14.9%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-3.1%	+4.2%	-7.0%	+50.6%	➖ noise
5	duckdb:vortex-compact	-9.5%	+4.2%	-13.2%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-3.1%	+4.2%	-6.9%	+30.0%	➖ noise
6	datafusion:vortex-compact	+22.3%	+0.6%	+21.6%	+49.8%	➖ noise
6	datafusion:vortex-file-compressed	+8.1%	+0.6%	+7.5%	+51.8%	➖ noise
6	duckdb:vortex-compact	+0.4%	+0.6%	-0.2%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-0.9%	+0.6%	-1.5%	+34.1%	➖ noise
7	datafusion:vortex-compact	-7.8%	-2.4%	-5.6%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-0.9%	-2.4%	+1.5%	+30.0%	➖ noise
7	duckdb:vortex-compact	-7.2%	-2.4%	-4.9%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+6.0%	-2.4%	+8.6%	+30.0%	➖ noise
8	datafusion:vortex-compact	+2.5%	-0.6%	+3.1%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+16.3%	-0.6%	+17.0%	+34.6%	➖ noise
8	duckdb:vortex-compact	-8.8%	-0.6%	-8.2%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-17.6%	-0.6%	-17.1%	+30.0%	➖ noise
9	datafusion:vortex-compact	+6.6%	-2.0%	+8.8%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	+3.4%	-2.0%	+5.6%	+40.5%	➖ noise
9	duckdb:vortex-compact	-3.9%	-2.0%	-1.9%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	+4.1%	-2.0%	+6.3%	+30.0%	➖ noise
10	datafusion:vortex-compact	+1.8%	+5.6%	-3.6%	+30.0%	➖ noise
10	datafusion:vortex-file-compressed	+3.3%	+5.6%	-2.2%	+30.0%	➖ noise
10	duckdb:vortex-compact	-1.5%	+5.6%	-6.7%	+30.0%	➖ noise
10	duckdb:vortex-file-compressed	+8.6%	+5.6%	+2.9%	+32.8%	➖ noise
11	datafusion:vortex-compact	+14.9%	-0.5%	+15.4%	+30.0%	➖ noise
11	datafusion:vortex-file-compressed	-0.5%	-0.5%	-0.1%	+30.0%	➖ noise
11	duckdb:vortex-compact	+4.9%	-0.5%	+5.3%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	-1.8%	-0.5%	-1.3%	+30.0%	➖ noise
12	datafusion:vortex-compact	-6.5%	+2.1%	-8.5%	+30.0%	➖ noise
12	datafusion:vortex-file-compressed	+2.9%	+2.1%	+0.8%	+49.4%	➖ noise
12	duckdb:vortex-compact	-8.0%	+2.1%	-9.9%	+30.0%	➖ noise
12	duckdb:vortex-file-compressed	-8.1%	+2.1%	-10.0%	+38.4%	➖ noise
13	datafusion:vortex-compact	+5.0%	-1.4%	+6.4%	+67.8%	➖ noise
13	datafusion:vortex-file-compressed	-15.7%	-1.4%	-14.5%	+38.5%	➖ noise
13	duckdb:vortex-compact	-0.4%	-1.4%	+0.9%	+30.0%	➖ noise
13	duckdb:vortex-file-compressed	-9.9%	-1.4%	-8.6%	+30.0%	➖ noise
14	datafusion:vortex-compact	-0.4%	-2.0%	+1.6%	+36.1%	➖ noise
14	datafusion:vortex-file-compressed	+14.1%	-2.0%	+16.3%	+39.6%	➖ noise
14	duckdb:vortex-compact	+9.0%	-2.0%	+11.1%	+41.1%	➖ noise
14	duckdb:vortex-file-compressed	-18.3%	-2.0%	-16.6%	+36.0%	➖ noise
15	datafusion:vortex-compact	+5.9%	-1.8%	+7.8%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	+0.8%	-1.8%	+2.6%	+30.0%	➖ noise
15	duckdb:vortex-compact	+13.3%	-1.8%	+15.3%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	-11.4%	-1.8%	-9.8%	+30.5%	➖ noise
16	datafusion:vortex-compact	-13.5%	-3.2%	-10.6%	+30.0%	➖ noise
16	datafusion:vortex-file-compressed	+7.4%	-3.2%	+10.9%	+30.0%	➖ noise
16	duckdb:vortex-compact	-7.9%	-3.2%	-4.8%	+30.0%	➖ noise
16	duckdb:vortex-file-compressed	-19.4%	-3.2%	-16.8%	+30.0%	➖ noise
17	datafusion:vortex-compact	+0.2%	+1.3%	-1.1%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	+5.9%	+1.3%	+4.6%	+55.5%	➖ noise
17	duckdb:vortex-compact	+1.0%	+1.3%	-0.3%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	-9.2%	+1.3%	-10.4%	+30.0%	➖ noise
18	datafusion:vortex-compact	+6.6%	+2.5%	+4.1%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	+15.8%	+2.5%	+13.0%	+30.0%	➖ noise
18	duckdb:vortex-compact	+1.3%	+2.5%	-1.1%	+31.3%	➖ noise
18	duckdb:vortex-file-compressed	-13.8%	+2.5%	-15.9%	+30.0%	➖ noise
19	datafusion:vortex-compact	+1.0%	-3.2%	+4.3%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	+8.3%	-3.2%	+11.9%	+30.0%	➖ noise
19	duckdb:vortex-compact	-9.6%	-3.2%	-6.6%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	+2.0%	-3.2%	+5.3%	+30.0%	➖ noise
20	datafusion:vortex-compact	-2.3%	-8.2%	+6.4%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	-7.8%	-8.2%	+0.4%	+30.0%	➖ noise
20	duckdb:vortex-compact	-9.8%	-8.2%	-1.7%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	-13.2%	-8.2%	-5.5%	+30.0%	➖ noise
21	datafusion:vortex-compact	-3.2%	-2.0%	-1.2%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	-7.9%	-2.0%	-6.0%	+30.0%	➖ noise
21	duckdb:vortex-compact	-0.2%	-2.0%	+1.8%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	-11.9%	-2.0%	-10.1%	+30.0%	➖ noise
22	datafusion:vortex-compact	-9.4%	-0.2%	-9.2%	+30.0%	➖ noise
22	datafusion:vortex-file-compressed	-19.8%	-0.2%	-19.7%	+30.0%	➖ noise
22	duckdb:vortex-compact	-6.4%	-0.2%	-6.2%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	+9.3%	-0.2%	+9.5%	+30.0%	➖ noise

github-actions · 2026-04-13T23:56:00Z

File Sizes: TPC-H SF=10 on NVME

No file size changes detected.

github-actions · 2026-04-13T23:56:51Z

Benchmarks: FineWeb S3

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.7%
Vortex (geomean): 0.993x ➖
Parquet (geomean): 0.987x ➖
Shifts: Parquet (control) -1.3% · Median polish -2.0%

datafusion / vortex-file-compressed (0.846x ➖, 2↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	27351588	34411532	0.79
fineweb_q01/datafusion:vortex-file-compressed 🚀	723147447	1168083512	0.62
fineweb_q02/datafusion:vortex-file-compressed 🚀	507534941	842053600	0.60
fineweb_q03/datafusion:vortex-file-compressed	1511539792	1382956860	1.09
fineweb_q04/datafusion:vortex-file-compressed	1452824005	1362294483	1.07
fineweb_q05/datafusion:vortex-file-compressed	1456379568	1419339899	1.03
fineweb_q06/datafusion:vortex-file-compressed	1524106527	1663064693	0.92
fineweb_q07/datafusion:vortex-file-compressed	1385172579	1698398192	0.82
fineweb_q08/datafusion:vortex-file-compressed	572387051	686155631	0.83

datafusion / vortex-compact (0.974x ➖, 0↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	35717519	37113259	0.96
fineweb_q01/datafusion:vortex-compact	542555893	518005060	1.05
fineweb_q02/datafusion:vortex-compact	642657022	649685593	0.99
fineweb_q03/datafusion:vortex-compact	1848128243	1895618377	0.97
fineweb_q04/datafusion:vortex-compact	2212202854	2358406640	0.94
fineweb_q05/datafusion:vortex-compact	1693786141	1745846800	0.97
fineweb_q06/datafusion:vortex-compact	1418026969	1501532851	0.94
fineweb_q07/datafusion:vortex-compact	1293816358	1324780787	0.98
fineweb_q08/datafusion:vortex-compact	407526096	422249138	0.97

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

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1021076611	1028151887	0.99
fineweb_q01/datafusion:parquet	1662372237	1767920082	0.94
fineweb_q02/datafusion:parquet	1677630656	1758027564	0.95
fineweb_q03/datafusion:parquet	1830335848	1723698474	1.06
fineweb_q04/datafusion:parquet	1737752259	1771910793	0.98
fineweb_q05/datafusion:parquet	1798056820	1763868439	1.02
fineweb_q06/datafusion:parquet	1624253499	1710898594	0.95
fineweb_q07/datafusion:parquet	1694977870	1756116627	0.97
fineweb_q08/datafusion:parquet	2013825004	1822754658	1.10

duckdb / vortex-file-compressed (1.097x ➖, 0↑ 1↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed 🚨	83435599	56416106	1.48
fineweb_q01/duckdb:vortex-file-compressed	534278165	581134069	0.92
fineweb_q02/duckdb:vortex-file-compressed	462164058	454835041	1.02
fineweb_q03/duckdb:vortex-file-compressed	1581522470	1429905604	1.11
fineweb_q04/duckdb:vortex-file-compressed	1640820870	1429244423	1.15
fineweb_q05/duckdb:vortex-file-compressed	1485863873	1436570509	1.03
fineweb_q06/duckdb:vortex-file-compressed	1579785175	1581638380	1.00
fineweb_q07/duckdb:vortex-file-compressed	1494617388	1407165470	1.06
fineweb_q08/duckdb:vortex-file-compressed	731871964	611024358	1.20

duckdb / vortex-compact (1.076x ➖, 0↑ 1↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact 🚨	88475102	61977876	1.43
fineweb_q01/duckdb:vortex-compact	508188653	513262665	0.99
fineweb_q02/duckdb:vortex-compact	564778864	571284243	0.99
fineweb_q03/duckdb:vortex-compact	1703822954	1552676542	1.10
fineweb_q04/duckdb:vortex-compact	1708452317	1539369672	1.11
fineweb_q05/duckdb:vortex-compact	1545017889	1506020826	1.03
fineweb_q06/duckdb:vortex-compact	1481213902	1449944905	1.02
fineweb_q07/duckdb:vortex-compact	1388986224	1283453213	1.08
fineweb_q08/duckdb:vortex-compact	459311256	456963197	1.01

duckdb / parquet (0.978x ➖, 0↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1050480447	1128224151	0.93
fineweb_q01/duckdb:parquet	1579503602	1639293904	0.96
fineweb_q02/duckdb:parquet	1636509463	1636485387	1.00
fineweb_q03/duckdb:parquet	3960648903	3959427088	1.00
fineweb_q04/duckdb:parquet	1803322423	1799451108	1.00
fineweb_q05/duckdb:parquet	2517268366	2690412101	0.94
fineweb_q06/duckdb:parquet	3308525678	3388410317	0.98
fineweb_q07/duckdb:parquet	3964954343	3863729916	1.03
fineweb_q08/duckdb:parquet	1050405087	1081320035	0.97

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-3.8%	-3.8%	+0.1%	+272.2%	➖ noise
0	datafusion:vortex-file-compressed	-20.5%	-3.8%	-17.3%	+161.2%	➖ noise
0	duckdb:vortex-compact	+42.8%	-3.8%	+48.5%	+59.1%	➖ noise
0	duckdb:vortex-file-compressed	+47.9%	-3.8%	+53.8%	+55.7%	➖ noise
1	datafusion:vortex-compact	+4.7%	-4.8%	+10.0%	+76.7%	➖ noise
1	datafusion:vortex-file-compressed	-38.1%	-4.8%	-35.0%	+138.2%	➖ noise
1	duckdb:vortex-compact	-1.0%	-4.8%	+4.0%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	-8.1%	-4.8%	-3.4%	+30.0%	➖ noise
2	datafusion:vortex-compact	-1.1%	-2.3%	+1.3%	+30.0%	➖ noise
2	datafusion:vortex-file-compressed	-39.7%	-2.3%	-38.3%	+42.7%	✅ faster
2	duckdb:vortex-compact	-1.1%	-2.3%	+1.2%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	+1.6%	-2.3%	+4.0%	+30.0%	➖ noise
3	datafusion:vortex-compact	-2.5%	+3.1%	-5.4%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	+9.3%	+3.1%	+6.0%	+30.0%	➖ noise
3	duckdb:vortex-compact	+9.7%	+3.1%	+6.5%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	+10.6%	+3.1%	+7.3%	+30.0%	➖ noise
4	datafusion:vortex-compact	-6.2%	-0.9%	-5.4%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	+6.6%	-0.9%	+7.6%	+30.0%	➖ noise
4	duckdb:vortex-compact	+11.0%	-0.9%	+11.9%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+14.8%	-0.9%	+15.8%	+30.0%	➖ noise
5	datafusion:vortex-compact	-3.0%	-2.3%	-0.7%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	+2.6%	-2.3%	+5.1%	+30.0%	➖ noise
5	duckdb:vortex-compact	+2.6%	-2.3%	+5.0%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+3.4%	-2.3%	+5.9%	+30.0%	➖ noise
6	datafusion:vortex-compact	-5.6%	-3.7%	-1.9%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-8.4%	-3.7%	-4.8%	+30.0%	➖ noise
6	duckdb:vortex-compact	+2.2%	-3.7%	+6.1%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-0.1%	-3.7%	+3.7%	+30.0%	➖ noise
7	datafusion:vortex-compact	-2.3%	-0.5%	-1.9%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-18.4%	-0.5%	-18.1%	+30.0%	➖ noise
7	duckdb:vortex-compact	+8.2%	-0.5%	+8.7%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+6.2%	-0.5%	+6.7%	+30.0%	➖ noise
8	datafusion:vortex-compact	-3.5%	+3.6%	-6.8%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	-16.6%	+3.6%	-19.5%	+49.7%	➖ noise
8	duckdb:vortex-compact	+0.5%	+3.6%	-3.0%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+19.8%	+3.6%	+15.6%	+33.6%	➖ noise

github-actions · 2026-04-14T00:00:32Z

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -2.8%
Vortex (geomean): 1.002x ➖
Parquet (geomean): 1.031x ➖
Shifts: Parquet (control) +3.1% · Median polish +2.9%

duckdb / vortex-file-compressed (1.074x ➖, 0↑ 1↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	11231442	10608687	1.06
statpopgen_q01/duckdb:vortex-file-compressed 🚨	27670833	19224676	1.44
statpopgen_q02/duckdb:vortex-file-compressed	1357350833	1294686600	1.05
statpopgen_q03/duckdb:vortex-file-compressed	3173854951	3015838570	1.05
statpopgen_q04/duckdb:vortex-file-compressed	3154100358	3034896259	1.04
statpopgen_q05/duckdb:vortex-file-compressed	1423237787	1417484176	1.00
statpopgen_q06/duckdb:vortex-file-compressed	2134935252	2068807968	1.03
statpopgen_q07/duckdb:vortex-file-compressed	230221400	217297792	1.06
statpopgen_q08/duckdb:vortex-file-compressed	247177019	231694047	1.07
statpopgen_q09/duckdb:vortex-file-compressed	2953533870	2889752356	1.02
statpopgen_q10/duckdb:vortex-file-compressed	4796090181	4595824613	1.04

duckdb / vortex-compact (0.936x ➖, 4↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	11234902	10667712	1.05
statpopgen_q01/duckdb:vortex-compact	170387636	166882817	1.02
statpopgen_q02/duckdb:vortex-compact	1868049092	1822891254	1.02
statpopgen_q03/duckdb:vortex-compact	3604731375	3726596620	0.97
statpopgen_q04/duckdb:vortex-compact	3671913522	3924984606	0.94
statpopgen_q05/duckdb:vortex-compact 🚀	1913707616	2222180378	0.86
statpopgen_q06/duckdb:vortex-compact 🚀	2756924884	3358913244	0.82
statpopgen_q07/duckdb:vortex-compact 🚀	948314744	1182704447	0.80
statpopgen_q08/duckdb:vortex-compact 🚀	984970236	1203847305	0.82
statpopgen_q09/duckdb:vortex-compact	3480680968	3361756845	1.04
statpopgen_q10/duckdb:vortex-compact	5599699824	5565462791	1.01

duckdb / parquet (1.031x ➖, 0↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	323224220	312832021	1.03
statpopgen_q01/duckdb:parquet	413070018	390827483	1.06
statpopgen_q02/duckdb:parquet	1039822919	1005612078	1.03
statpopgen_q03/duckdb:parquet	1552671315	1500351984	1.03
statpopgen_q04/duckdb:parquet	1547793549	1501041943	1.03
statpopgen_q05/duckdb:parquet	1039021119	1013725018	1.02
statpopgen_q06/duckdb:parquet	1504351812	1479007469	1.02
statpopgen_q07/duckdb:parquet	1941094527	1885528566	1.03
statpopgen_q08/duckdb:parquet	1955631803	1882560898	1.04
statpopgen_q09/duckdb:parquet	1431828219	1408253820	1.02
statpopgen_q10/duckdb:parquet	2736862913	2674225147	1.02

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	+5.3%	+3.3%	+1.9%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	+5.9%	+3.3%	+2.5%	+11.5%	➖ noise
1	duckdb:vortex-compact	+2.1%	+5.7%	-3.4%	+27.6%	➖ noise
1	duckdb:vortex-file-compressed	+43.9%	+5.7%	+36.2%	+200.4%	➖ noise
2	duckdb:vortex-compact	+2.5%	+3.4%	-0.9%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+4.8%	+3.4%	+1.4%	+10.0%	➖ noise
3	duckdb:vortex-compact	-3.3%	+3.5%	-6.5%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+5.2%	+3.5%	+1.7%	+10.0%	➖ noise
4	duckdb:vortex-compact	-6.4%	+3.1%	-9.3%	+10.0%	✅ faster
4	duckdb:vortex-file-compressed	+3.9%	+3.1%	+0.8%	+10.0%	➖ noise
5	duckdb:vortex-compact	-13.9%	+2.5%	-16.0%	+10.0%	✅ faster
5	duckdb:vortex-file-compressed	+0.4%	+2.5%	-2.0%	+10.0%	➖ noise
6	duckdb:vortex-compact	-17.9%	+1.7%	-19.3%	+10.0%	✅ faster
6	duckdb:vortex-file-compressed	+3.2%	+1.7%	+1.5%	+10.0%	➖ noise
7	duckdb:vortex-compact	-19.8%	+2.9%	-22.1%	+10.0%	✅ faster
7	duckdb:vortex-file-compressed	+5.9%	+2.9%	+2.9%	+29.1%	➖ noise
8	duckdb:vortex-compact	-18.2%	+3.9%	-21.2%	+11.3%	✅ faster
8	duckdb:vortex-file-compressed	+6.7%	+3.9%	+2.7%	+10.0%	➖ noise
9	duckdb:vortex-compact	+3.5%	+1.7%	+1.8%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+2.2%	+1.7%	+0.5%	+10.0%	➖ noise
10	duckdb:vortex-compact	+0.6%	+2.3%	-1.7%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+4.4%	+2.3%	+2.0%	+10.0%	➖ noise

github-actions · 2026-04-14T00:00:35Z

File Sizes: Statistical and Population Genetics

No file size changes detected.

github-actions · 2026-04-14T00:01:29Z

Benchmarks: Compression

Vortex (geomean): 1.014x ➖
Parquet (geomean): 1.004x ➖

unknown / unknown (1.006x ➖, 0↑ 1↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
compress time/Arade	1156138982	1125437148	1.03
compress time/Bimbo	7048734159	6981100090	1.01
compress time/CMSprovider	3084037228	2879486649	1.07
compress time/Euro2016	425568929	424358338	1.00
compress time/Food	394993764	378894937	1.04
compress time/HashTags	815666382	783899448	1.04
compress time/TPC-H l_comment canonical	1304675244	1250585458	1.04
compress time/TPC-H l_comment chunked	1323439714	1279297761	1.03
compress time/taxi	713469391	708658948	1.01
compress time/wide table cols=100 chunks=1 rows=1000	13319124	12390793	1.07
compress time/wide table cols=100 chunks=50 rows=1000	12653126	13895950	0.91
compress time/wide table cols=1000 chunks=1 rows=1000	136426848	134522484	1.01
compress time/wide table cols=1000 chunks=50 rows=1000	138764116	136924277	1.01
compress time/wide table cols=10000 chunks=1 rows=1000	1404878967	1429878255	0.98
compress time/wide table cols=10000 chunks=50 rows=1000	1391077849	1432239190	0.97
decompress time/Arade	31025696	29727406	1.04
decompress time/Bimbo	115373215	114495802	1.01
decompress time/CMSprovider	84594919	85388909	0.99
decompress time/Euro2016	20953920	19827466	1.06
decompress time/Food	9239829	8504446	1.09
decompress time/HashTags	76178052	81023847	0.94
decompress time/TPC-H l_comment canonical	42579066	41573792	1.02
decompress time/TPC-H l_comment chunked	41618034	41426290	1.00
decompress time/taxi	20172745	21171016	0.95
decompress time/wide table cols=100 chunks=1 rows=1000	2585000	2576390	1.00
decompress time/wide table cols=100 chunks=50 rows=1000	2614379	2582363	1.01
decompress time/wide table cols=1000 chunks=1 rows=1000	23453748	22533235	1.04
decompress time/wide table cols=1000 chunks=50 rows=1000	22795118	23288548	0.98
decompress time/wide table cols=10000 chunks=1 rows=1000	236242635	231824810	1.02
decompress time/wide table cols=10000 chunks=50 rows=1000	235459896	234704930	1.00
parquet size/Arade	258014282	258014282	1.00
parquet size/Bimbo	384517292	384517292	1.00
parquet size/CMSprovider	376885545	376885545	1.00
parquet size/Euro2016	122975499	122975499	1.00
parquet size/Food	35699500	35699500	1.00
parquet size/HashTags	133510943	133510943	1.00
parquet size/TPC-H l_comment canonical	158358238	158358238	1.00
parquet size/TPC-H l_comment chunked	158358238	158358238	1.00
parquet size/taxi	55283635	55283635	1.00
parquet size/wide table cols=100 chunks=1 rows=1000	932404	932404	1.00
parquet size/wide table cols=100 chunks=50 rows=1000	932404	932404	1.00
parquet size/wide table cols=1000 chunks=1 rows=1000	9324004	9324004	1.00
parquet size/wide table cols=1000 chunks=50 rows=1000	9324004	9324004	1.00
parquet size/wide table cols=10000 chunks=1 rows=1000	93240004	93240004	1.00
parquet size/wide table cols=10000 chunks=50 rows=1000	93240004	93240004	1.00
parquet_rs-zstd compress time/Arade	3021655062	3016163129	1.00
parquet_rs-zstd compress time/Bimbo	17279448389	17223880675	1.00
parquet_rs-zstd compress time/CMSprovider	7646321786	7745094136	0.99
parquet_rs-zstd compress time/Euro2016	1335432372	1339817149	1.00
parquet_rs-zstd compress time/Food	926331357	936428738	0.99
parquet_rs-zstd compress time/HashTags	2451470388	2475973067	0.99
parquet_rs-zstd compress time/TPC-H l_comment canonical	3085898079	3083855236	1.00
parquet_rs-zstd compress time/TPC-H l_comment chunked	3111064189	3066767889	1.01
parquet_rs-zstd compress time/taxi	1510378896	1517538484	1.00
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000	6715659	6578773	1.02
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000	6724406	6817880	0.99
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000	87773557	91098785	0.96
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000	90568066	91019076	1.00
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000	887464703	888750564	1.00
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000	877505850	910317843	0.96
parquet_rs-zstd decompress time/Arade	642353945	648826356	0.99
parquet_rs-zstd decompress time/Bimbo	1718716587	1752425716	0.98
parquet_rs-zstd decompress time/CMSprovider	1918595026	1938116553	0.99
parquet_rs-zstd decompress time/Euro2016	386171233	388959914	0.99
parquet_rs-zstd decompress time/Food	216392208	223849493	0.97
parquet_rs-zstd decompress time/HashTags	621724072	637458343	0.98
parquet_rs-zstd decompress time/TPC-H l_comment canonical	570237209	561280702	1.02
parquet_rs-zstd decompress time/TPC-H l_comment chunked	572711798	563223799	1.02
parquet_rs-zstd decompress time/taxi	244116154	247756707	0.99
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000	2537393	2683935	0.95
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000	2574700	2715174	0.95
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000	31865763	33577799	0.95
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000	31107700	32381844	0.96
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000	368930747	379224822	0.97
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000	366913446	370966707	0.99
vortex-file-compressed size/Arade	143387436	143387436	1.00
vortex-file-compressed size/Bimbo	457703724	457703724	1.00
vortex-file-compressed size/CMSprovider	422234284	422234284	1.00
vortex-file-compressed size/Euro2016	164460204	164459636	1.00
vortex-file-compressed size/Food	42374944	42374944	1.00
vortex-file-compressed size/HashTags	195781844	195781844	1.00
vortex-file-compressed size/TPC-H l_comment canonical	179471576	179471576	1.00
vortex-file-compressed size/TPC-H l_comment chunked	179471576	179471576	1.00
vortex-file-compressed size/taxi	50083652	50083652	1.00
vortex-file-compressed size/wide table cols=100 chunks=1 rows=1000	876416	876416	1.00
vortex-file-compressed size/wide table cols=100 chunks=50 rows=1000	876416	876416	1.00
vortex-file-compressed size/wide table cols=1000 chunks=1 rows=1000	8749616	8749616	1.00
vortex-file-compressed size/wide table cols=1000 chunks=50 rows=1000	8749616	8749616	1.00
vortex-file-compressed size/wide table cols=10000 chunks=1 rows=1000	87517616	87517616	1.00
vortex-file-compressed size/wide table cols=10000 chunks=50 rows=1000	87517616	87517616	1.00
vortex:parquet-zstd ratio compress time/Arade	0	0	1.03
vortex:parquet-zstd ratio compress time/Bimbo	0	0	1.01
vortex:parquet-zstd ratio compress time/CMSprovider	0	0	1.08
vortex:parquet-zstd ratio compress time/Euro2016	0	0	1.01
vortex:parquet-zstd ratio compress time/Food	0	0	1.05
vortex:parquet-zstd ratio compress time/HashTags	0	0	1.05
vortex:parquet-zstd ratio compress time/TPC-H l_comment canonical	0	0	1.04
vortex:parquet-zstd ratio compress time/TPC-H l_comment chunked	0	0	1.02
vortex:parquet-zstd ratio compress time/taxi	0	0	1.01
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000	1	1	1.05
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=50 rows=1000	1	2	0.92
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000	1	1	1.05
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000	1	1	1.02
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000	1	1	0.98
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=50 rows=1000	1	1	1.01
vortex:parquet-zstd ratio decompress time/Arade	0	0	1.05
vortex:parquet-zstd ratio decompress time/Bimbo	0	0	1.03
vortex:parquet-zstd ratio decompress time/CMSprovider	0	0	1.00
vortex:parquet-zstd ratio decompress time/Euro2016	0	0	1.06
vortex:parquet-zstd ratio decompress time/Food 🚨	0	0	1.12
vortex:parquet-zstd ratio decompress time/HashTags	0	0	0.96
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0	0	1.01
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked	0	0	0.99
vortex:parquet-zstd ratio decompress time/taxi	0	0	0.97
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000	1	0	1.06
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000	1	0	1.07
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=1 rows=1000	0	0	1.10
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=50 rows=1000	0	0	1.02
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000	0	0	1.05
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000	0	0	1.01
vortex:parquet-zstd size/Arade	0	0	1.00
vortex:parquet-zstd size/Bimbo	1	1	1.00
vortex:parquet-zstd size/CMSprovider	1	1	1.00
vortex:parquet-zstd size/Euro2016	1	1	1.00
vortex:parquet-zstd size/Food	1	1	1.00
vortex:parquet-zstd size/HashTags	1	1	1.00
vortex:parquet-zstd size/TPC-H l_comment canonical	1	1	1.00
vortex:parquet-zstd size/TPC-H l_comment chunked	1	1	1.00
vortex:parquet-zstd size/taxi	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=50 rows=1000	0	0	1.00

github-actions · 2026-04-14T00:03:04Z

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -0.8%
Vortex (geomean): 1.029x ➖
Parquet (geomean): 1.038x ➖
Shifts: Parquet (control) +3.8% · Median polish +5.4%

datafusion / vortex-file-compressed (1.053x ➖, 0↑ 1↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	706770159	667389916	1.06
tpch_q02/datafusion:vortex-file-compressed	754560185	680316859	1.11
tpch_q03/datafusion:vortex-file-compressed	785455042	783347664	1.00
tpch_q04/datafusion:vortex-file-compressed	551208879	559093850	0.99
tpch_q05/datafusion:vortex-file-compressed	1059803739	960291415	1.10
tpch_q06/datafusion:vortex-file-compressed	669739674	637468523	1.05
tpch_q07/datafusion:vortex-file-compressed	1066906440	1041026461	1.02
tpch_q08/datafusion:vortex-file-compressed 🚨	1450090900	1101186115	1.32
tpch_q09/datafusion:vortex-file-compressed	1579581817	1283426500	1.23
tpch_q10/datafusion:vortex-file-compressed	1121780565	960712068	1.17
tpch_q11/datafusion:vortex-file-compressed	581977118	456554647	1.27
tpch_q12/datafusion:vortex-file-compressed	874127019	836702508	1.04
tpch_q13/datafusion:vortex-file-compressed	440980056	412507130	1.07
tpch_q14/datafusion:vortex-file-compressed	606562211	553808447	1.10
tpch_q15/datafusion:vortex-file-compressed	1167581278	1109647184	1.05
tpch_q16/datafusion:vortex-file-compressed	317241268	304707246	1.04
tpch_q17/datafusion:vortex-file-compressed	1193528285	1194835386	1.00
tpch_q18/datafusion:vortex-file-compressed	1365531013	1262501681	1.08
tpch_q19/datafusion:vortex-file-compressed	766183228	776355889	0.99
tpch_q20/datafusion:vortex-file-compressed	823922057	991567397	0.83
tpch_q21/datafusion:vortex-file-compressed	1601269588	1624758367	0.99
tpch_q22/datafusion:vortex-file-compressed	348441244	434267414	0.80

datafusion / vortex-compact (0.939x ➖, 2↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	703248977	698136216	1.01
tpch_q02/datafusion:vortex-compact	583563642	694097838	0.84
tpch_q03/datafusion:vortex-compact	706240216	664623910	1.06
tpch_q04/datafusion:vortex-compact	519729457	524247602	0.99
tpch_q05/datafusion:vortex-compact	885335090	888473606	1.00
tpch_q06/datafusion:vortex-compact	560993800	556294413	1.01
tpch_q07/datafusion:vortex-compact	1010232004	986764575	1.02
tpch_q08/datafusion:vortex-compact	1086488436	1149388418	0.95
tpch_q09/datafusion:vortex-compact	1283332786	1262904409	1.02
tpch_q10/datafusion:vortex-compact	1007977244	992759047	1.02
tpch_q11/datafusion:vortex-compact	440757325	432425190	1.02
tpch_q12/datafusion:vortex-compact	777314743	910424984	0.85
tpch_q13/datafusion:vortex-compact	415170073	437867243	0.95
tpch_q14/datafusion:vortex-compact 🚀	545507808	812079024	0.67
tpch_q15/datafusion:vortex-compact	982798653	1066818091	0.92
tpch_q16/datafusion:vortex-compact	341347083	343190342	0.99
tpch_q17/datafusion:vortex-compact	1222479524	1224609276	1.00
tpch_q18/datafusion:vortex-compact	1111800876	1129815235	0.98
tpch_q19/datafusion:vortex-compact 🚀	755077473	1167368304	0.65
tpch_q20/datafusion:vortex-compact	810567654	875874509	0.93
tpch_q21/datafusion:vortex-compact	1411492104	1479784456	0.95
tpch_q22/datafusion:vortex-compact	328680393	336445236	0.98

datafusion / parquet (1.033x ➖, 0↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	862326075	826109488	1.04
tpch_q02/datafusion:parquet	671594580	591376660	1.14
tpch_q03/datafusion:parquet	924840468	932171733	0.99
tpch_q04/datafusion:parquet	538938048	418087355	1.29
tpch_q05/datafusion:parquet	1178595699	1123944352	1.05
tpch_q06/datafusion:parquet	470866560	532512656	0.88
tpch_q07/datafusion:parquet	1214308338	1217728861	1.00
tpch_q08/datafusion:parquet	1478927562	1567165619	0.94
tpch_q09/datafusion:parquet	1665211241	1693303744	0.98
tpch_q10/datafusion:parquet	1952082944	1898187334	1.03
tpch_q11/datafusion:parquet	494562284	464134423	1.07
tpch_q12/datafusion:parquet	633726204	638163856	0.99
tpch_q13/datafusion:parquet	696923422	703778076	0.99
tpch_q14/datafusion:parquet	730715293	741225093	0.99
tpch_q15/datafusion:parquet	1246699718	1220371485	1.02
tpch_q16/datafusion:parquet	378758938	342537781	1.11
tpch_q17/datafusion:parquet	1306311053	1416200303	0.92
tpch_q18/datafusion:parquet	1617366226	1650894073	0.98
tpch_q19/datafusion:parquet	1087343707	977761952	1.11
tpch_q20/datafusion:parquet	1377874060	1122692197	1.23
tpch_q21/datafusion:parquet	1790081195	1702511555	1.05
tpch_q22/datafusion:parquet	656936941	652871738	1.01

duckdb / vortex-file-compressed (1.070x ➖, 0↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	665378488	610256339	1.09
tpch_q02/duckdb:vortex-file-compressed	1374057620	1162445343	1.18
tpch_q03/duckdb:vortex-file-compressed	985499490	916793207	1.07
tpch_q04/duckdb:vortex-file-compressed	787932208	710994592	1.11
tpch_q05/duckdb:vortex-file-compressed	1339106229	1039955581	1.29
tpch_q06/duckdb:vortex-file-compressed	859213058	794065569	1.08
tpch_q07/duckdb:vortex-file-compressed	1325700329	1079033756	1.23
tpch_q08/duckdb:vortex-file-compressed	1614195667	1576588032	1.02
tpch_q09/duckdb:vortex-file-compressed	1495795814	1359761413	1.10
tpch_q10/duckdb:vortex-file-compressed	1144625896	1143340681	1.00
tpch_q11/duckdb:vortex-file-compressed	693025963	646177480	1.07
tpch_q12/duckdb:vortex-file-compressed	728721334	695144319	1.05
tpch_q13/duckdb:vortex-file-compressed	1039506426	898273816	1.16
tpch_q14/duckdb:vortex-file-compressed	849587937	855471457	0.99
tpch_q15/duckdb:vortex-file-compressed	597782095	562655547	1.06
tpch_q16/duckdb:vortex-file-compressed	433006111	461149616	0.94
tpch_q17/duckdb:vortex-file-compressed	972689304	985662249	0.99
tpch_q18/duckdb:vortex-file-compressed	873238719	980349822	0.89
tpch_q19/duckdb:vortex-file-compressed	776042341	817787869	0.95
tpch_q20/duckdb:vortex-file-compressed	1390618832	1205482616	1.15
tpch_q21/duckdb:vortex-file-compressed	2001715147	1972053673	1.02
tpch_q22/duckdb:vortex-file-compressed	667992664	567919858	1.18

duckdb / vortex-compact (1.062x ➖, 0↑ 1↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	606797111	592676178	1.02
tpch_q02/duckdb:vortex-compact	1171169007	994199759	1.18
tpch_q03/duckdb:vortex-compact	912515062	772252687	1.18
tpch_q04/duckdb:vortex-compact	552571108	487504385	1.13
tpch_q05/duckdb:vortex-compact	1012358893	1023457466	0.99
tpch_q06/duckdb:vortex-compact	751964292	807273350	0.93
tpch_q07/duckdb:vortex-compact	1150422591	1062447227	1.08
tpch_q08/duckdb:vortex-compact	1326058123	1312274732	1.01
tpch_q09/duckdb:vortex-compact	1468041201	1358140415	1.08
tpch_q10/duckdb:vortex-compact	1119112817	1211420680	0.92
tpch_q11/duckdb:vortex-compact	721591301	611510188	1.18
tpch_q12/duckdb:vortex-compact	633829908	678016387	0.93
tpch_q13/duckdb:vortex-compact	910222773	850530433	1.07
tpch_q14/duckdb:vortex-compact	867188816	873322928	0.99
tpch_q15/duckdb:vortex-compact	568421590	544974557	1.04
tpch_q16/duckdb:vortex-compact	436509780	417739436	1.04
tpch_q17/duckdb:vortex-compact	963140881	878230405	1.10
tpch_q18/duckdb:vortex-compact	687181730	718492087	0.96
tpch_q19/duckdb:vortex-compact	769096516	714580624	1.08
tpch_q20/duckdb:vortex-compact	1311738753	1173440883	1.12
tpch_q21/duckdb:vortex-compact	1687954447	1650915787	1.02
tpch_q22/duckdb:vortex-compact 🚨	663798596	476521031	1.39

duckdb / parquet (1.043x ➖, 0↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	922474497	1056097699	0.87
tpch_q02/duckdb:parquet	1417043416	1559337083	0.91
tpch_q03/duckdb:parquet	1408055851	1621632956	0.87
tpch_q04/duckdb:parquet	982189502	954335352	1.03
tpch_q05/duckdb:parquet	1965035550	2179931370	0.90
tpch_q06/duckdb:parquet	845357304	688576526	1.23
tpch_q07/duckdb:parquet	1728175587	1918380359	0.90
tpch_q08/duckdb:parquet	2409421149	2378920278	1.01
tpch_q09/duckdb:parquet	2291815851	2332162740	0.98
tpch_q10/duckdb:parquet	3314549373	2975163326	1.11
tpch_q11/duckdb:parquet	996316323	1053946198	0.95
tpch_q12/duckdb:parquet	916317165	934023064	0.98
tpch_q13/duckdb:parquet	1259737727	1160507491	1.09
tpch_q14/duckdb:parquet	1420460882	1163923602	1.22
tpch_q15/duckdb:parquet	950378167	881512096	1.08
tpch_q16/duckdb:parquet	827456299	669979102	1.24
tpch_q17/duckdb:parquet	1373489080	1162618283	1.18
tpch_q18/duckdb:parquet	1503928101	1343212963	1.12
tpch_q19/duckdb:parquet	1637936671	1370004473	1.20
tpch_q20/duckdb:parquet	1720733420	1894549138	0.91
tpch_q21/duckdb:parquet	2228193915	1796949863	1.24
tpch_q22/duckdb:parquet	1112870938	1005026209	1.11

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+0.7%	-4.5%	+5.5%	+69.8%	➖ noise
1	datafusion:vortex-file-compressed	+5.9%	-4.5%	+10.9%	+76.2%	➖ noise
1	duckdb:vortex-compact	+2.4%	-4.5%	+7.2%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	+9.0%	-4.5%	+14.2%	+30.0%	➖ noise
2	datafusion:vortex-compact	-15.9%	+1.6%	-17.2%	+70.5%	➖ noise
2	datafusion:vortex-file-compressed	+10.9%	+1.6%	+9.2%	+73.2%	➖ noise
2	duckdb:vortex-compact	+17.8%	+1.6%	+16.0%	+40.5%	➖ noise
2	duckdb:vortex-file-compressed	+18.2%	+1.6%	+16.4%	+45.0%	➖ noise
3	datafusion:vortex-compact	+6.3%	-7.2%	+14.5%	+84.6%	➖ noise
3	datafusion:vortex-file-compressed	+0.3%	-7.2%	+8.0%	+94.7%	➖ noise
3	duckdb:vortex-compact	+18.2%	-7.2%	+27.3%	+51.2%	➖ noise
3	duckdb:vortex-file-compressed	+7.5%	-7.2%	+15.8%	+49.3%	➖ noise
4	datafusion:vortex-compact	-0.9%	+15.2%	-13.9%	+86.2%	➖ noise
4	datafusion:vortex-file-compressed	-1.4%	+15.2%	-14.4%	+30.0%	➖ noise
4	duckdb:vortex-compact	+13.3%	+15.2%	-1.6%	+36.1%	➖ noise
4	duckdb:vortex-file-compressed	+10.8%	+15.2%	-3.8%	+47.0%	➖ noise
5	datafusion:vortex-compact	-0.4%	-2.8%	+2.5%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	+10.4%	-2.8%	+13.5%	+30.0%	➖ noise
5	duckdb:vortex-compact	-1.1%	-2.8%	+1.7%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+28.8%	-2.8%	+32.4%	+38.1%	➖ noise
6	datafusion:vortex-compact	+0.8%	+4.2%	-3.2%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	+5.1%	+4.2%	+0.8%	+30.0%	➖ noise
6	duckdb:vortex-compact	-6.9%	+4.2%	-10.6%	+49.5%	➖ noise
6	duckdb:vortex-file-compressed	+8.2%	+4.2%	+3.9%	+30.0%	➖ noise
7	datafusion:vortex-compact	+2.4%	-5.2%	+8.0%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	+2.5%	-5.2%	+8.1%	+30.0%	➖ noise
7	duckdb:vortex-compact	+8.3%	-5.2%	+14.2%	+100.5%	➖ noise
7	duckdb:vortex-file-compressed	+22.9%	-5.2%	+29.6%	+30.0%	➖ noise
8	datafusion:vortex-compact	-5.5%	-2.2%	-3.3%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+31.7%	-2.2%	+34.7%	+30.0%	🚨 regression
8	duckdb:vortex-compact	+1.1%	-2.2%	+3.4%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+2.4%	-2.2%	+4.7%	+30.0%	➖ noise
9	datafusion:vortex-compact	+1.6%	-1.7%	+3.4%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	+23.1%	-1.7%	+25.2%	+30.0%	➖ noise
9	duckdb:vortex-compact	+8.1%	-1.7%	+10.0%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	+10.0%	-1.7%	+11.9%	+30.0%	➖ noise
10	datafusion:vortex-compact	+1.5%	+7.0%	-5.1%	+50.6%	➖ noise
10	datafusion:vortex-file-compressed	+16.8%	+7.0%	+9.1%	+51.3%	➖ noise
10	duckdb:vortex-compact	-7.6%	+7.0%	-13.7%	+41.9%	➖ noise
10	duckdb:vortex-file-compressed	+0.1%	+7.0%	-6.5%	+36.0%	➖ noise
11	datafusion:vortex-compact	+1.9%	+0.4%	+1.6%	+45.0%	➖ noise
11	datafusion:vortex-file-compressed	+27.5%	+0.4%	+27.0%	+35.7%	➖ noise
11	duckdb:vortex-compact	+18.0%	+0.4%	+17.6%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	+7.3%	+0.4%	+6.9%	+30.0%	➖ noise
12	datafusion:vortex-compact	-14.6%	-1.3%	-13.5%	+41.6%	➖ noise
12	datafusion:vortex-file-compressed	+4.5%	-1.3%	+5.8%	+34.8%	➖ noise
12	duckdb:vortex-compact	-6.5%	-1.3%	-5.3%	+33.6%	➖ noise
12	duckdb:vortex-file-compressed	+4.8%	-1.3%	+6.2%	+33.0%	➖ noise
13	datafusion:vortex-compact	-5.2%	+3.7%	-8.5%	+53.6%	➖ noise
13	datafusion:vortex-file-compressed	+6.9%	+3.7%	+3.1%	+46.2%	➖ noise
13	duckdb:vortex-compact	+7.0%	+3.7%	+3.2%	+76.5%	➖ noise
13	duckdb:vortex-file-compressed	+15.7%	+3.7%	+11.6%	+84.3%	➖ noise
14	datafusion:vortex-compact	-32.8%	+9.7%	-38.8%	+42.4%	✅ faster
14	datafusion:vortex-file-compressed	+9.5%	+9.7%	-0.1%	+35.5%	➖ noise
14	duckdb:vortex-compact	-0.7%	+9.7%	-9.5%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	-0.7%	+9.7%	-9.5%	+30.0%	➖ noise
15	datafusion:vortex-compact	-7.9%	+4.9%	-12.2%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	+5.2%	+4.9%	+0.3%	+30.0%	➖ noise
15	duckdb:vortex-compact	+4.3%	+4.9%	-0.6%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	+6.2%	+4.9%	+1.2%	+30.0%	➖ noise
16	datafusion:vortex-compact	-0.5%	+16.9%	-14.9%	+43.7%	➖ noise
16	datafusion:vortex-file-compressed	+4.1%	+16.9%	-10.9%	+32.7%	➖ noise
16	duckdb:vortex-compact	+4.5%	+16.9%	-10.6%	+30.0%	➖ noise
16	duckdb:vortex-file-compressed	-6.1%	+16.9%	-19.7%	+38.0%	➖ noise
17	datafusion:vortex-compact	-0.2%	+4.4%	-4.4%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	-0.1%	+4.4%	-4.3%	+30.0%	➖ noise
17	duckdb:vortex-compact	+9.7%	+4.4%	+5.1%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	-1.3%	+4.4%	-5.5%	+30.0%	➖ noise
18	datafusion:vortex-compact	-1.6%	+4.7%	-6.0%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	+8.2%	+4.7%	+3.3%	+30.0%	➖ noise
18	duckdb:vortex-compact	-4.4%	+4.7%	-8.7%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	-10.9%	+4.7%	-15.0%	+30.0%	➖ noise
19	datafusion:vortex-compact	-35.3%	+15.3%	-43.9%	+30.0%	✅ faster
19	datafusion:vortex-file-compressed	-1.3%	+15.3%	-14.4%	+30.0%	➖ noise
19	duckdb:vortex-compact	+7.6%	+15.3%	-6.7%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	-5.1%	+15.3%	-17.7%	+30.0%	➖ noise
20	datafusion:vortex-compact	-7.5%	+5.6%	-12.3%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	-16.9%	+5.6%	-21.3%	+30.0%	➖ noise
20	duckdb:vortex-compact	+11.8%	+5.6%	+5.9%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	+15.4%	+5.6%	+9.3%	+30.0%	➖ noise
21	datafusion:vortex-compact	-4.6%	+14.2%	-16.5%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	-1.4%	+14.2%	-13.7%	+30.0%	➖ noise
21	duckdb:vortex-compact	+2.2%	+14.2%	-10.5%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	+1.5%	+14.2%	-11.1%	+30.0%	➖ noise
22	datafusion:vortex-compact	-2.3%	+5.6%	-7.4%	+30.0%	➖ noise
22	datafusion:vortex-file-compressed	-19.8%	+5.6%	-24.0%	+30.0%	✅ faster
22	duckdb:vortex-compact	+39.3%	+5.6%	+32.0%	+34.2%	➖ noise
22	duckdb:vortex-file-compressed	+17.6%	+5.6%	+11.4%	+32.2%	➖ noise

github-actions · 2026-04-14T00:03:50Z

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.8%
Vortex (geomean): 0.972x ➖
Parquet (geomean): 0.985x ➖
Shifts: Parquet (control) -1.5% · Median polish -1.4%

datafusion / vortex-file-compressed (0.989x ➖, 0↑ 1↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed	1839164	1853107	0.99
clickbench_q01/datafusion:vortex-file-compressed	13720717	14171476	0.97
clickbench_q02/datafusion:vortex-file-compressed	33226337	35531697	0.94
clickbench_q03/datafusion:vortex-file-compressed	39871262	38995779	1.02
clickbench_q04/datafusion:vortex-file-compressed	307835481	314673909	0.98
clickbench_q05/datafusion:vortex-file-compressed	315520617	321311376	0.98
clickbench_q06/datafusion:vortex-file-compressed	1865637	1875869	0.99
clickbench_q07/datafusion:vortex-file-compressed	18083541	17751131	1.02
clickbench_q08/datafusion:vortex-file-compressed	390918582	387853192	1.01
clickbench_q09/datafusion:vortex-file-compressed	562353532	572930996	0.98
clickbench_q10/datafusion:vortex-file-compressed	71963962	76460457	0.94
clickbench_q11/datafusion:vortex-file-compressed	81906657	86355847	0.95
clickbench_q12/datafusion:vortex-file-compressed	271351882	274360769	0.99
clickbench_q13/datafusion:vortex-file-compressed	407956020	420436710	0.97
clickbench_q14/datafusion:vortex-file-compressed	259174962	260626958	0.99
clickbench_q15/datafusion:vortex-file-compressed	365075252	365342536	1.00
clickbench_q16/datafusion:vortex-file-compressed	705540197	701709579	1.01
clickbench_q17/datafusion:vortex-file-compressed	696003456	703512750	0.99
clickbench_q18/datafusion:vortex-file-compressed	1369012873	1402145626	0.98
clickbench_q19/datafusion:vortex-file-compressed	23297463	23087287	1.01
clickbench_q20/datafusion:vortex-file-compressed	355648652	359836053	0.99
clickbench_q21/datafusion:vortex-file-compressed	398339588	405366282	0.98
clickbench_q22/datafusion:vortex-file-compressed	485646701	491591936	0.99
clickbench_q23/datafusion:vortex-file-compressed 🚨	773986787	665043247	1.16
clickbench_q24/datafusion:vortex-file-compressed	48972175	49763751	0.98
clickbench_q25/datafusion:vortex-file-compressed	70933045	70050588	1.01
clickbench_q26/datafusion:vortex-file-compressed	44377681	45671532	0.97
clickbench_q27/datafusion:vortex-file-compressed	788364383	802388085	0.98
clickbench_q28/datafusion:vortex-file-compressed	6730637568	6964861247	0.97
clickbench_q29/datafusion:vortex-file-compressed	232112966	233823957	0.99
clickbench_q30/datafusion:vortex-file-compressed	226742702	240099566	0.94
clickbench_q31/datafusion:vortex-file-compressed	267038923	271647428	0.98
clickbench_q32/datafusion:vortex-file-compressed	1235631756	1295562696	0.95
clickbench_q33/datafusion:vortex-file-compressed	1419052340	1437426092	0.99
clickbench_q34/datafusion:vortex-file-compressed	1405236861	1451695797	0.97
clickbench_q35/datafusion:vortex-file-compressed	518534905	535791851	0.97
clickbench_q36/datafusion:vortex-file-compressed	82374972	81021354	1.02
clickbench_q37/datafusion:vortex-file-compressed	39664285	39951212	0.99
clickbench_q38/datafusion:vortex-file-compressed	22899267	21885478	1.05
clickbench_q39/datafusion:vortex-file-compressed	146997367	152339412	0.96
clickbench_q40/datafusion:vortex-file-compressed	18993564	18069032	1.05
clickbench_q41/datafusion:vortex-file-compressed	16706770	17990017	0.93
clickbench_q42/datafusion:vortex-file-compressed	19407331	19273614	1.01

datafusion / parquet (0.978x ➖, 1↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet	1957560	1830333	1.07
clickbench_q01/datafusion:parquet	21152654	20498870	1.03
clickbench_q02/datafusion:parquet	55152338	55334307	1.00
clickbench_q03/datafusion:parquet	44397830	45433008	0.98
clickbench_q04/datafusion:parquet	323890687	346966288	0.93
clickbench_q05/datafusion:parquet	364627299	369804604	0.99
clickbench_q06/datafusion:parquet	1730843	1729238	1.00
clickbench_q07/datafusion:parquet	25329202	25901265	0.98
clickbench_q08/datafusion:parquet	412057027	416391008	0.99
clickbench_q09/datafusion:parquet	639066306	676821928	0.94
clickbench_q10/datafusion:parquet	106826149	110449597	0.97
clickbench_q11/datafusion:parquet	133136949	138222973	0.96
clickbench_q12/datafusion:parquet	364665621	371340929	0.98
clickbench_q13/datafusion:parquet	498561036	523596673	0.95
clickbench_q14/datafusion:parquet	359220926	363438963	0.99
clickbench_q15/datafusion:parquet	368686562	386538664	0.95
clickbench_q16/datafusion:parquet	700671258	708630280	0.99
clickbench_q17/datafusion:parquet	678904675	695533201	0.98
clickbench_q18/datafusion:parquet	1362773879	1399862081	0.97
clickbench_q19/datafusion:parquet	33563562	33427467	1.00
clickbench_q20/datafusion:parquet	614761240	629687559	0.98
clickbench_q21/datafusion:parquet	685763308	686114731	1.00
clickbench_q22/datafusion:parquet	976675361	990212318	0.99
clickbench_q23/datafusion:parquet	3654853296	3733705319	0.98
clickbench_q24/datafusion:parquet	86588139	93466805	0.93
clickbench_q25/datafusion:parquet	144056725	145571630	0.99
clickbench_q26/datafusion:parquet	92729826	91442592	1.01
clickbench_q27/datafusion:parquet	1053151945	1081864624	0.97
clickbench_q28/datafusion:parquet	6481698457	6670955226	0.97
clickbench_q29/datafusion:parquet	246782044	235256647	1.05
clickbench_q30/datafusion:parquet	352103858	364556003	0.97
clickbench_q31/datafusion:parquet	385722589	391644485	0.98
clickbench_q32/datafusion:parquet 🚀	1178783416	1328616663	0.89
clickbench_q33/datafusion:parquet	1500418341	1567109452	0.96
clickbench_q34/datafusion:parquet	1504446477	1552834101	0.97
clickbench_q35/datafusion:parquet	527738346	552688169	0.95
clickbench_q36/datafusion:parquet	144314009	148220774	0.97
clickbench_q37/datafusion:parquet	62736519	61163609	1.03
clickbench_q38/datafusion:parquet	90743204	94139060	0.96
clickbench_q39/datafusion:parquet	270622071	296570448	0.91
clickbench_q40/datafusion:parquet	34004264	35198565	0.97
clickbench_q41/datafusion:parquet	30610940	30753535	1.00
clickbench_q42/datafusion:parquet	32735467	32752249	1.00

duckdb / vortex-file-compressed (0.956x ➖, 9↑ 2↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed	6134293	6019438	1.02
clickbench_q01/duckdb:vortex-file-compressed	14345975	14281589	1.00
clickbench_q02/duckdb:vortex-file-compressed	25587332	25814035	0.99
clickbench_q03/duckdb:vortex-file-compressed	29609573	31405864	0.94
clickbench_q04/duckdb:vortex-file-compressed	180926014	182979412	0.99
clickbench_q05/duckdb:vortex-file-compressed	197858098	200180994	0.99
clickbench_q06/duckdb:vortex-file-compressed	18171821	18770884	0.97
clickbench_q07/duckdb:vortex-file-compressed 🚀	15053545	16884371	0.89
clickbench_q08/duckdb:vortex-file-compressed	268866797	269517786	1.00
clickbench_q09/duckdb:vortex-file-compressed	348502673	357448622	0.97
clickbench_q10/duckdb:vortex-file-compressed	72403670	74575865	0.97
clickbench_q11/duckdb:vortex-file-compressed	81005398	83683217	0.97
clickbench_q12/duckdb:vortex-file-compressed	218058401	213876052	1.02
clickbench_q13/duckdb:vortex-file-compressed	434632380	436654451	1.00
clickbench_q14/duckdb:vortex-file-compressed	241837866	246280169	0.98
clickbench_q15/duckdb:vortex-file-compressed	221986668	221285371	1.00
clickbench_q16/duckdb:vortex-file-compressed	664081245	705653075	0.94
clickbench_q17/duckdb:vortex-file-compressed	520811117	539532233	0.97
clickbench_q18/duckdb:vortex-file-compressed	1215637571	1221542172	1.00
clickbench_q19/duckdb:vortex-file-compressed	20759009	20932888	0.99
clickbench_q20/duckdb:vortex-file-compressed	365251710	392508321	0.93
clickbench_q21/duckdb:vortex-file-compressed	396140698	426991306	0.93
clickbench_q22/duckdb:vortex-file-compressed 🚨	669008469	566761500	1.18
clickbench_q23/duckdb:vortex-file-compressed 🚨	1489390227	1319227739	1.13
clickbench_q24/duckdb:vortex-file-compressed 🚀	47195716	55032532	0.86
clickbench_q25/duckdb:vortex-file-compressed	78298452	80857751	0.97
clickbench_q26/duckdb:vortex-file-compressed	44212559	44906138	0.98
clickbench_q27/duckdb:vortex-file-compressed	481347060	514204364	0.94
clickbench_q28/duckdb:vortex-file-compressed	2995060079	3015430777	0.99
clickbench_q29/duckdb:vortex-file-compressed	29242734	29284937	1.00
clickbench_q30/duckdb:vortex-file-compressed	181150250	185361018	0.98
clickbench_q31/duckdb:vortex-file-compressed	263968853	266919214	0.99
clickbench_q32/duckdb:vortex-file-compressed	1311370102	1331649548	0.98
clickbench_q33/duckdb:vortex-file-compressed	1424732263	1557989339	0.91
clickbench_q34/duckdb:vortex-file-compressed 🚀	1512489501	1695859606	0.89
clickbench_q35/duckdb:vortex-file-compressed	376555257	378744889	0.99
clickbench_q36/duckdb:vortex-file-compressed 🚀	28802397	33440682	0.86
clickbench_q37/duckdb:vortex-file-compressed 🚀	20348442	24411875	0.83
clickbench_q38/duckdb:vortex-file-compressed 🚀	22681143	26800771	0.85
clickbench_q39/duckdb:vortex-file-compressed	41561322	44538449	0.93
clickbench_q40/duckdb:vortex-file-compressed 🚀	20947706	25767985	0.81
clickbench_q41/duckdb:vortex-file-compressed 🚀	20987729	24524482	0.86
clickbench_q42/duckdb:vortex-file-compressed 🚀	20331780	24355297	0.83

duckdb / parquet (0.993x ➖, 0↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	227518815	238637883	0.95
clickbench_q01/duckdb:parquet	50398675	50954179	0.99
clickbench_q02/duckdb:parquet	66561211	66639981	1.00
clickbench_q03/duckdb:parquet	64851017	65060705	1.00
clickbench_q04/duckdb:parquet	205004849	207012820	0.99
clickbench_q05/duckdb:parquet	282255212	277520439	1.02
clickbench_q06/duckdb:parquet	60669538	61649578	0.98
clickbench_q07/duckdb:parquet	52610576	53207585	0.99
clickbench_q08/duckdb:parquet	272137464	270968201	1.00
clickbench_q09/duckdb:parquet	398165667	399057205	1.00
clickbench_q10/duckdb:parquet	94284930	98569588	0.96
clickbench_q11/duckdb:parquet	107066867	109049360	0.98
clickbench_q12/duckdb:parquet	295938627	298169251	0.99
clickbench_q13/duckdb:parquet	506954096	520608632	0.97
clickbench_q14/duckdb:parquet	327039955	335788422	0.97
clickbench_q15/duckdb:parquet	242929349	245239379	0.99
clickbench_q16/duckdb:parquet	622292415	625800395	0.99
clickbench_q17/duckdb:parquet	512411038	516753380	0.99
clickbench_q18/duckdb:parquet	1057400012	1059749755	1.00
clickbench_q19/duckdb:parquet	50122182	49797241	1.01
clickbench_q20/duckdb:parquet	439974260	432100756	1.02
clickbench_q21/duckdb:parquet	557678606	561426389	0.99
clickbench_q22/duckdb:parquet	940358538	935388538	1.01
clickbench_q23/duckdb:parquet	316986380	318516450	1.00
clickbench_q24/duckdb:parquet	80606852	79061857	1.02
clickbench_q25/duckdb:parquet	141462276	142552948	0.99
clickbench_q26/duckdb:parquet	54320670	55259704	0.98
clickbench_q27/duckdb:parquet	646047438	648120756	1.00
clickbench_q28/duckdb:parquet	4823120029	4876102961	0.99
clickbench_q29/duckdb:parquet	61568615	62473407	0.99
clickbench_q30/duckdb:parquet	304701827	306524085	0.99
clickbench_q31/duckdb:parquet	353385512	346519394	1.02
clickbench_q32/duckdb:parquet	1177706097	1139760801	1.03
clickbench_q33/duckdb:parquet	1257906988	1254030144	1.00
clickbench_q34/duckdb:parquet	1262907252	1244615727	1.01
clickbench_q35/duckdb:parquet	354148457	355018815	1.00
clickbench_q36/duckdb:parquet	64799578	63629771	1.02
clickbench_q37/duckdb:parquet	54766855	54610304	1.00
clickbench_q38/duckdb:parquet	58665945	58494038	1.00
clickbench_q39/duckdb:parquet	96870256	107592467	0.90
clickbench_q40/duckdb:parquet	55522936	56849946	0.98
clickbench_q41/duckdb:parquet	59417522	58976401	1.01
clickbench_q42/duckdb:parquet	52705304	54276919	0.97

duckdb / duckdb (0.988x ➖, 6↑ 0↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb	19149221	17752185	1.08
clickbench_q01/duckdb:duckdb	35563376	33689583	1.06
clickbench_q02/duckdb:duckdb	47517014	45179187	1.05
clickbench_q03/duckdb:duckdb	48907217	47471766	1.03
clickbench_q04/duckdb:duckdb	209151318	229778816	0.91
clickbench_q05/duckdb:duckdb	316674077	333787497	0.95
clickbench_q06/duckdb:duckdb	37581359	36005472	1.04
clickbench_q07/duckdb:duckdb	38631481	35518526	1.09
clickbench_q08/duckdb:duckdb	299980093	319361290	0.94
clickbench_q09/duckdb:duckdb	464679529	490383864	0.95
clickbench_q10/duckdb:duckdb	99365714	97948179	1.01
clickbench_q11/duckdb:duckdb	108543891	107388182	1.01
clickbench_q12/duckdb:duckdb	294504306	318573356	0.92
clickbench_q13/duckdb:duckdb 🚀	504985003	582947341	0.87
clickbench_q14/duckdb:duckdb 🚀	327549880	370528137	0.88
clickbench_q15/duckdb:duckdb 🚀	253728228	284492007	0.89
clickbench_q16/duckdb:duckdb	674365408	702659161	0.96
clickbench_q17/duckdb:duckdb	573506176	605101635	0.95
clickbench_q18/duckdb:duckdb	1259150073	1300276984	0.97
clickbench_q19/duckdb:duckdb	37140824	35119021	1.06
clickbench_q20/duckdb:duckdb 🚀	865079293	1012675071	0.85
clickbench_q21/duckdb:duckdb 🚀	964749738	1081293951	0.89
clickbench_q22/duckdb:duckdb	1060447031	1167609921	0.91
clickbench_q23/duckdb:duckdb	253645190	261291697	0.97
clickbench_q24/duckdb:duckdb	63400364	61302379	1.03
clickbench_q25/duckdb:duckdb	124963397	125413442	1.00
clickbench_q26/duckdb:duckdb	57949557	56653659	1.02
clickbench_q27/duckdb:duckdb 🚀	982691822	1130809973	0.87
clickbench_q28/duckdb:duckdb	4665095704	4627982214	1.01
clickbench_q29/duckdb:duckdb	50365072	48822159	1.03
clickbench_q30/duckdb:duckdb	276500868	286905103	0.96
clickbench_q31/duckdb:duckdb	405517935	398415855	1.02
clickbench_q32/duckdb:duckdb	1386836394	1452723420	0.95
clickbench_q33/duckdb:duckdb	1963718717	1965759104	1.00
clickbench_q34/duckdb:duckdb	1994848876	2006215059	0.99
clickbench_q35/duckdb:duckdb	266159948	268224892	0.99
clickbench_q36/duckdb:duckdb	39489051	37311542	1.06
clickbench_q37/duckdb:duckdb	34131435	31312912	1.09
clickbench_q38/duckdb:duckdb	32907309	31437585	1.05
clickbench_q39/duckdb:duckdb	61617116	61824884	1.00
clickbench_q40/duckdb:duckdb	34844492	31866328	1.09
clickbench_q41/duckdb:duckdb	32609369	30062882	1.08
clickbench_q42/duckdb:duckdb	34299118	31434442	1.09

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	-0.8%	+1.0%	-1.7%	+568.5%	➖ noise
0	duckdb:duckdb	+7.9%	+1.0%	+6.8%	+260.4%	➖ noise
0	duckdb:vortex-file-compressed	+1.9%	+1.0%	+0.9%	+306.3%	➖ noise
1	datafusion:vortex-file-compressed	-3.2%	+1.0%	-4.2%	+28.1%	➖ noise
1	duckdb:duckdb	+5.6%	+1.0%	+4.5%	+44.1%	➖ noise
1	duckdb:vortex-file-compressed	+0.5%	+1.0%	-0.6%	+20.1%	➖ noise
2	datafusion:vortex-file-compressed	-6.5%	-0.2%	-6.3%	+21.6%	➖ noise
2	duckdb:duckdb	+5.2%	-0.2%	+5.4%	+20.0%	➖ noise
2	duckdb:vortex-file-compressed	-0.9%	-0.2%	-0.7%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+2.2%	-1.3%	+3.6%	+137.4%	➖ noise
3	duckdb:duckdb	+3.0%	-1.3%	+4.4%	+35.8%	➖ noise
3	duckdb:vortex-file-compressed	-5.7%	-1.3%	-4.5%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-2.2%	-3.9%	+1.7%	+10.0%	➖ noise
4	duckdb:duckdb	-9.0%	-3.9%	-5.3%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-1.1%	-3.9%	+2.8%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-1.8%	+0.1%	-1.9%	+10.0%	➖ noise
5	duckdb:duckdb	-5.1%	+0.1%	-5.3%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-1.2%	+0.1%	-1.3%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-0.5%	-0.8%	+0.2%	+41.2%	➖ noise
6	duckdb:duckdb	+4.4%	-0.8%	+5.2%	+30.7%	➖ noise
6	duckdb:vortex-file-compressed	-3.2%	-0.8%	-2.5%	+18.8%	➖ noise
7	datafusion:vortex-file-compressed	+1.9%	-1.7%	+3.6%	+10.0%	➖ noise
7	duckdb:duckdb	+8.8%	-1.7%	+10.6%	+12.9%	➖ noise
7	duckdb:vortex-file-compressed	-10.8%	-1.7%	-9.3%	+10.0%	✅ faster
8	datafusion:vortex-file-compressed	+0.8%	-0.3%	+1.1%	+10.0%	➖ noise
8	duckdb:duckdb	-6.1%	-0.3%	-5.8%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-0.2%	-0.3%	+0.1%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-1.8%	-2.9%	+1.1%	+10.0%	➖ noise
9	duckdb:duckdb	-5.2%	-2.9%	-2.4%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-2.5%	-2.9%	+0.4%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-5.9%	-3.8%	-2.1%	+10.0%	➖ noise
10	duckdb:duckdb	+1.4%	-3.8%	+5.5%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-2.9%	-3.8%	+0.9%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-5.2%	-2.8%	-2.5%	+10.0%	➖ noise
11	duckdb:duckdb	+1.1%	-2.8%	+3.9%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-3.2%	-2.8%	-0.5%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-1.1%	-1.3%	+0.2%	+10.0%	➖ noise
12	duckdb:duckdb	-7.6%	-1.3%	-6.4%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	+2.0%	-1.3%	+3.3%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-3.0%	-3.7%	+0.8%	+10.0%	➖ noise
13	duckdb:duckdb	-13.4%	-3.7%	-10.0%	+10.0%	✅ faster
13	duckdb:vortex-file-compressed	-0.5%	-3.7%	+3.4%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-0.6%	-1.9%	+1.4%	+10.0%	➖ noise
14	duckdb:duckdb	-11.6%	-1.9%	-9.9%	+10.0%	✅ faster
14	duckdb:vortex-file-compressed	-1.8%	-1.9%	+0.1%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-0.1%	-2.8%	+2.8%	+10.0%	➖ noise
15	duckdb:duckdb	-10.8%	-2.8%	-8.2%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+0.3%	-2.8%	+3.2%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+0.5%	-0.8%	+1.4%	+10.0%	➖ noise
16	duckdb:duckdb	-4.0%	-0.8%	-3.2%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-5.9%	-0.8%	-5.1%	+13.9%	➖ noise
17	datafusion:vortex-file-compressed	-1.1%	-1.6%	+0.6%	+10.0%	➖ noise
17	duckdb:duckdb	-5.2%	-1.6%	-3.7%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	-3.5%	-1.6%	-1.9%	+15.2%	➖ noise
18	datafusion:vortex-file-compressed	-2.4%	-1.4%	-0.9%	+10.0%	➖ noise
18	duckdb:duckdb	-3.2%	-1.4%	-1.7%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-0.5%	-1.4%	+1.0%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+0.9%	+0.5%	+0.4%	+13.7%	➖ noise
19	duckdb:duckdb	+5.8%	+0.5%	+5.2%	+10.7%	➖ noise
19	duckdb:vortex-file-compressed	-0.8%	+0.5%	-1.4%	+28.0%	➖ noise
20	datafusion:vortex-file-compressed	-1.2%	-0.3%	-0.9%	+177.8%	➖ noise
20	duckdb:duckdb	-14.6%	-0.3%	-14.3%	+25.1%	➖ noise
20	duckdb:vortex-file-compressed	-6.9%	-0.3%	-6.7%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	-1.7%	-0.4%	-1.4%	+10.0%	➖ noise
21	duckdb:duckdb	-10.8%	-0.4%	-10.5%	+12.0%	➖ noise
21	duckdb:vortex-file-compressed	-7.2%	-0.4%	-6.9%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	-1.2%	-0.4%	-0.8%	+10.0%	➖ noise
22	duckdb:duckdb	-9.2%	-0.4%	-8.8%	+14.2%	➖ noise
22	duckdb:vortex-file-compressed	+18.0%	-0.4%	+18.5%	+21.8%	➖ noise
23	datafusion:vortex-file-compressed	+16.4%	-1.3%	+17.9%	+34.6%	➖ noise
23	duckdb:duckdb	-2.9%	-1.3%	-1.6%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	+12.9%	-1.3%	+14.4%	+10.0%	🚨 regression
24	datafusion:vortex-file-compressed	-1.6%	-2.8%	+1.3%	+29.0%	➖ noise
24	duckdb:duckdb	+3.4%	-2.8%	+6.4%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	-14.2%	-2.8%	-11.8%	+37.4%	➖ noise
25	datafusion:vortex-file-compressed	+1.3%	-0.9%	+2.2%	+13.8%	➖ noise
25	duckdb:duckdb	-0.4%	-0.9%	+0.5%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	-3.2%	-0.9%	-2.3%	+13.0%	➖ noise
26	datafusion:vortex-file-compressed	-2.8%	-0.2%	-2.7%	+17.4%	➖ noise
26	duckdb:duckdb	+2.3%	-0.2%	+2.4%	+15.7%	➖ noise
26	duckdb:vortex-file-compressed	-1.5%	-0.2%	-1.4%	+24.2%	➖ noise
27	datafusion:vortex-file-compressed	-1.7%	-1.5%	-0.3%	+10.0%	➖ noise
27	duckdb:duckdb	-13.1%	-1.5%	-11.8%	+10.0%	✅ faster
27	duckdb:vortex-file-compressed	-6.4%	-1.5%	-5.0%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	-3.4%	-2.0%	-1.4%	+10.0%	➖ noise
28	duckdb:duckdb	+0.8%	-2.0%	+2.8%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	-0.7%	-2.0%	+1.3%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	-0.7%	+1.7%	-2.4%	+10.0%	➖ noise
29	duckdb:duckdb	+3.2%	+1.7%	+1.5%	+14.0%	➖ noise
29	duckdb:vortex-file-compressed	-0.1%	+1.7%	-1.8%	+10.6%	➖ noise
30	datafusion:vortex-file-compressed	-5.6%	-2.0%	-3.6%	+10.0%	➖ noise
30	duckdb:duckdb	-3.6%	-2.0%	-1.6%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	-2.3%	-2.0%	-0.3%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	-1.7%	+0.2%	-1.9%	+10.0%	➖ noise
31	duckdb:duckdb	+1.8%	+0.2%	+1.6%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	-1.1%	+0.2%	-1.3%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	-4.6%	-4.3%	-0.4%	+10.0%	➖ noise
32	duckdb:duckdb	-4.5%	-4.3%	-0.3%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	-1.5%	-4.3%	+2.9%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	-1.3%	-2.0%	+0.7%	+10.0%	➖ noise
33	duckdb:duckdb	-0.1%	-2.0%	+1.9%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	-8.6%	-2.0%	-6.7%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	-3.2%	-0.8%	-2.4%	+10.0%	➖ noise
34	duckdb:duckdb	-0.6%	-0.8%	+0.3%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	-10.8%	-0.8%	-10.0%	+10.0%	✅ faster
35	datafusion:vortex-file-compressed	-3.2%	-2.4%	-0.8%	+10.0%	➖ noise
35	duckdb:duckdb	-0.8%	-2.4%	+1.7%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	-0.6%	-2.4%	+1.9%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	+1.7%	-0.4%	+2.1%	+10.0%	➖ noise
36	duckdb:duckdb	+5.8%	-0.4%	+6.3%	+14.1%	➖ noise
36	duckdb:vortex-file-compressed	-13.9%	-0.4%	-13.5%	+10.0%	✅ faster
37	datafusion:vortex-file-compressed	-0.7%	+1.4%	-2.1%	+10.0%	➖ noise
37	duckdb:duckdb	+9.0%	+1.4%	+7.5%	+10.0%	➖ noise
37	duckdb:vortex-file-compressed	-16.6%	+1.4%	-17.8%	+11.1%	✅ faster
38	datafusion:vortex-file-compressed	+4.6%	-1.7%	+6.4%	+10.0%	➖ noise
38	duckdb:duckdb	+4.7%	-1.7%	+6.5%	+10.0%	➖ noise
38	duckdb:vortex-file-compressed	-15.4%	-1.7%	-13.9%	+10.0%	✅ faster
39	datafusion:vortex-file-compressed	-3.5%	-9.4%	+6.5%	+10.0%	➖ noise
39	duckdb:duckdb	-0.3%	-9.4%	+10.0%	+24.8%	➖ noise
39	duckdb:vortex-file-compressed	-6.7%	-9.4%	+3.0%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	+5.1%	-2.9%	+8.2%	+10.6%	➖ noise
40	duckdb:duckdb	+9.3%	-2.9%	+12.6%	+10.9%	🚨 regression
40	duckdb:vortex-file-compressed	-18.7%	-2.9%	-16.3%	+13.2%	✅ faster
41	datafusion:vortex-file-compressed	-7.1%	+0.1%	-7.3%	+10.7%	➖ noise
41	duckdb:duckdb	+8.5%	+0.1%	+8.3%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	-14.4%	+0.1%	-14.5%	+10.0%	✅ faster
42	datafusion:vortex-file-compressed	+0.7%	-1.5%	+2.2%	+10.0%	➖ noise
42	duckdb:duckdb	+9.1%	-1.5%	+10.8%	+10.0%	🚨 regression
42	duckdb:vortex-file-compressed	-16.5%	-1.5%	-15.3%	+10.8%	✅ faster

github-actions · 2026-04-14T00:03:52Z

File Sizes: Clickbench on NVME

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

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

Totals:

vortex-compact: 7.03 GB → 7.03 GB (-0.0%)
vortex-file-compressed: 14.08 GB → 14.08 GB (0.0%)

github-actions · 2026-04-14T00:06:32Z

Benchmarks: Random Access

Vortex (geomean): 0.934x ➖
Parquet (geomean): 1.050x ➖

unknown / unknown (1.017x ➖, 5↑ 9↓)

name	PR `22d305a` (ns)	base `3fd9f26` (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk 🚨	3226044	2463726	1.31
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer 🚨	1389831	1258182	1.10
random-access/feature-vectors/correlated/parquet-tokio-local-disk	11733078550	11628654605	1.01
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	11308823455	11397662161	0.99
random-access/feature-vectors/correlated/vortex-tokio-local-disk	7903230	8548105	0.92
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer	6897281	6865160	1.00
random-access/feature-vectors/uniform/lance-tokio-local-disk 🚨	1603703	1442016	1.11
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer 🚨	2688756	2333124	1.15
random-access/feature-vectors/uniform/parquet-tokio-local-disk	11311174898	11389906522	0.99
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer	11331279164	11422363976	0.99
random-access/feature-vectors/uniform/vortex-tokio-local-disk	13433084	13553432	0.99
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer	13796789	13711984	1.01
random-access/lance-tokio-local-disk	771420	733171	1.05
random-access/lance-tokio-local-disk-footer	1403445	1315609	1.07
random-access/nested-lists/correlated/lance-tokio-local-disk	284990	267873	1.06
random-access/nested-lists/correlated/lance-tokio-local-disk-footer 🚨	756240	683333	1.11
random-access/nested-lists/correlated/parquet-tokio-local-disk	140363455	136646234	1.03
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	138842798	134818977	1.03
random-access/nested-lists/correlated/vortex-tokio-local-disk	731057	744003	0.98
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer	739106	815194	0.91
random-access/nested-lists/uniform/lance-tokio-local-disk	1217703	1171853	1.04
random-access/nested-lists/uniform/lance-tokio-local-disk-footer	1742630	1633672	1.07
random-access/nested-lists/uniform/parquet-tokio-local-disk	138562696	134986989	1.03
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	137422439	134830555	1.02
random-access/nested-lists/uniform/vortex-tokio-local-disk	2442538	2330796	1.05
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer	2532191	2443681	1.04
random-access/nested-structs/correlated/lance-tokio-local-disk	440220	430121	1.02
random-access/nested-structs/correlated/lance-tokio-local-disk-footer	654549	636132	1.03
random-access/nested-structs/correlated/parquet-tokio-local-disk 🚨	31953537	25875235	1.23
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer 🚨	30935426	25747319	1.20
random-access/nested-structs/correlated/vortex-tokio-local-disk	936759	863793	1.08
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer	945390	885293	1.07
random-access/nested-structs/uniform/lance-tokio-local-disk	2884091	2860878	1.01
random-access/nested-structs/uniform/lance-tokio-local-disk-footer	3120472	3104655	1.01
random-access/nested-structs/uniform/parquet-tokio-local-disk 🚨	32142699	25963414	1.24
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer 🚨	30604364	25880127	1.18
random-access/nested-structs/uniform/vortex-tokio-local-disk	1950331	1783348	1.09
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer	1835288	1796092	1.02
random-access/parquet-tokio-local-disk	187426729	185660585	1.01
random-access/parquet-tokio-local-disk-footer	184910633	183411839	1.01
random-access/taxi/correlated/lance-tokio-local-disk	1001803	957080	1.05
random-access/taxi/correlated/lance-tokio-local-disk-footer	1728069	1622638	1.06
random-access/taxi/correlated/parquet-tokio-local-disk	277622411	276112530	1.01
random-access/taxi/correlated/parquet-tokio-local-disk-footer	275298744	274954964	1.00
random-access/taxi/correlated/vortex-tokio-local-disk 🚀	1908861	2509550	0.76
random-access/taxi/correlated/vortex-tokio-local-disk-footer 🚀	1789125	2521683	0.71
random-access/taxi/uniform/lance-tokio-local-disk	8909830	8536213	1.04
random-access/taxi/uniform/lance-tokio-local-disk-footer	9491687	9196388	1.03
random-access/taxi/uniform/parquet-tokio-local-disk	292776494	293765744	1.00
random-access/taxi/uniform/parquet-tokio-local-disk-footer	290771532	293672875	0.99
random-access/taxi/uniform/vortex-tokio-local-disk	4742704	5208820	0.91
random-access/taxi/uniform/vortex-tokio-local-disk-footer 🚀	4571336	5242012	0.87
random-access/vortex-tokio-local-disk 🚀	1304101	1654024	0.79
random-access/vortex-tokio-local-disk-footer 🚀	1312745	1764033	0.74

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

gatesn and others added 9 commits March 19, 2026 06:03

interned identifiers

35e27b7

Signed-off-by: Nicholas Gates <nick@nickgates.com>

Merge branch 'develop' into ngates/id

921b934

interned identifiers

fbd5bec

Signed-off-by: Nicholas Gates <nick@nickgates.com>

Interned Identifiers

649cd3e

Signed-off-by: Nicholas Gates <nick@nickgates.com>

Interned Identifiers

6275b76

Signed-off-by: Nicholas Gates <nick@nickgates.com>

Interned Identifiers

d952863

Signed-off-by: Nicholas Gates <nick@nickgates.com>

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30ef9c5

Signed-off-by: Nicholas Gates <nick@nickgates.com>

Interned Identifiers

2232ae5

Signed-off-by: Nicholas Gates <nick@nickgates.com>

Merge develop into ngates/id

331dd86

Signed-off-by: Nicholas Gates <nick@nickgates.com>

joseph-isaacs force-pushed the ji/extern-array-id branch from 09804cc to 331dd86 Compare April 13, 2026 17:46

joseph-isaacs added 2 commits April 13, 2026 13:54

Merge remote-tracking branch 'origin/develop' into ji/extern-array-id

aa77051

Signed-off-by: Joe Isaacs <joe.isaacs@live.co.uk> # Conflicts: # vortex-layout/src/layouts/dict/reader.rs

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

joseph-isaacs added the action/benchmark Trigger full benchmarks to run on this PR label Apr 13, 2026

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

joseph-isaacs added the action/benchmark Trigger full benchmarks to run on this PR label Apr 14, 2026

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22d305a

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

joseph-isaacs added the action/benchmark Trigger full benchmarks to run on this PR label Apr 14, 2026

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joseph-isaacs added 2 commits April 13, 2026 21:59

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Conversation

joseph-isaacs commented Apr 13, 2026

Summary

Testing

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Merging this PR will degrade performance by 33.85%

Performance Changes

Footnotes

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Polar Signals Profiling Results

Latest Run

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Benchmarks: PolarSignals Profiling

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File Sizes: PolarSignals Profiling

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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: TPC-DS SF=1 on NVME

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Benchmarks: TPC-H SF=10 on NVME

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Benchmarks: TPC-H SF=1 on S3

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File Sizes: TPC-H SF=10 on NVME

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Benchmarks: FineWeb S3

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Benchmarks: Statistical and Population Genetics

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File Sizes: Statistical and Population Genetics

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Benchmarks: Compression

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Benchmarks: TPC-H SF=10 on S3

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Benchmarks: Clickbench on NVME

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