Hoist Slots by gatesn · Pull Request #7287 · vortex-data/vortex

gatesn · 2026-04-04T12:19:16Z

This PR continues the Array VTables refactor by hoisting the common "slots" field out of ArrayData structs and into the generic Array struct.

Part of #6544
Closes #7240

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

codspeed-hq · 2026-04-05T16:18:53Z

Merging this PR will degrade performance by 20.14%

⚡ 12 improved benchmarks
❌ 3 regressed benchmarks
✅ 1107 untouched benchmarks
⏩ 1530 skipped benchmarks¹

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

Performance Changes

	Mode	Benchmark	`BASE`	`HEAD`	Efficiency
⚡	Simulation	`chunked_bool_canonical_into[(100, 100)]`	135.2 µs	118.8 µs	+13.81%
⚡	Simulation	`chunked_bool_canonical_into[(10, 1000)]`	1,114.1 µs	944.1 µs	+18%
⚡	Simulation	`chunked_opt_bool_canonical_into[(10, 1000)]`	1.3 ms	1.2 ms	+11.37%
⚡	Simulation	`chunked_opt_bool_into_canonical[(10, 1000)]`	1.5 ms	1.4 ms	+10.29%
⚡	Simulation	`filter_all_true[250000]`	10.1 µs	8.2 µs	+23.29%
⚡	Simulation	`filter_all_true[100000]`	10.1 µs	8.2 µs	+23.29%
⚡	Simulation	`varbinview_zip_block_mask`	3.7 ms	2.9 ms	+27.76%
⚡	Simulation	`varbinview_zip_fragmented_mask`	7.1 ms	6.4 ms	+11.93%
❌	Simulation	`new_bp_prim_test_between[i64, 32768]`	179.9 µs	225.3 µs	-20.14%
⚡	Simulation	`old_alp_prim_test_between[f32, 32768]`	273.3 µs	224.5 µs	+21.76%
❌	Simulation	`patched_take_10k_first_chunk_only`	273.8 µs	331.6 µs	-17.44%
❌	Simulation	`take_indices[(1000, 256)]`	35.9 µs	40 µs	-10.22%
⚡	Simulation	`decompress_rd[f32, (10000, 0.1)]`	93.4 µs	79.9 µs	+16.89%
⚡	Simulation	`decompress_rd[f32, (10000, 0.01)]`	93.4 µs	79.3 µs	+17.85%
⚡	Simulation	`for_compress_i32`	779.5 µs	708.6 µs	+10.01%

_{Comparing ngates/slots (bade108) with develop (6eee669)}

1530 benchmarks were skipped, so the baseline results were used instead. If they were deleted from the codebase, click here and archive them to remove them from the performance reports. ↩

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

vortex-array/src/arrays/dict/array.rs

vortex-array/src/arrays/chunked/array.rs

vortex-array/src/arrays/listview/array.rs

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

github-actions · 2026-04-06T20:15:13Z

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	`bade108`		2	Explore Profiling Data

Previous Runs (1)

Status	Commit	Job	Attempt	Link
🟢 Done	`bade108`		1	Explore Profiling Data

Powered by Polar Signals Cloud

github-actions · 2026-04-06T20:18:31Z

Benchmarks: PolarSignals Profiling

Vortex (geomean): 0.982x ➖

datafusion / vortex-file-compressed (0.982x ➖, 1↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	125849698	129879437	0.97
polarsignals_q01/datafusion:vortex-file-compressed	372190456	386436542	0.96
polarsignals_q02/datafusion:vortex-file-compressed 🚀	21730423	24780396	0.88
polarsignals_q03/datafusion:vortex-file-compressed	384505921	382803307	1.00
polarsignals_q04/datafusion:vortex-file-compressed	11603891	11031735	1.05
polarsignals_q05/datafusion:vortex-file-compressed	15382694	15232290	1.01
polarsignals_q06/datafusion:vortex-file-compressed	18700083	17665362	1.06
polarsignals_q07/datafusion:vortex-file-compressed	13671739	13335782	1.03
polarsignals_q08/datafusion:vortex-file-compressed	461024001	478289030	0.96
polarsignals_q09/datafusion:vortex-file-compressed	10365503	11313207	0.92

github-actions · 2026-04-06T20:18:33Z

File Sizes: PolarSignals Profiling

No file size changes detected.

github-actions · 2026-04-06T20:18:55Z

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -2.5%
Vortex (geomean): 0.962x ➖
Parquet (geomean): 0.986x ➖
Shifts: Parquet (control) -1.4% · Median polish -3.4%

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

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	49747704	51306252	0.97
tpch_q02/datafusion:vortex-file-compressed	32322554	34604915	0.93
tpch_q03/datafusion:vortex-file-compressed	26556390	27846611	0.95
tpch_q04/datafusion:vortex-file-compressed	17882818	18901193	0.95
tpch_q05/datafusion:vortex-file-compressed	52179515	54314542	0.96
tpch_q06/datafusion:vortex-file-compressed	9884702	10081384	0.98
tpch_q07/datafusion:vortex-file-compressed	62131654	66559894	0.93
tpch_q08/datafusion:vortex-file-compressed	44619052	47406492	0.94
tpch_q09/datafusion:vortex-file-compressed	55588578	56917579	0.98
tpch_q10/datafusion:vortex-file-compressed	45063981	46754940	0.96
tpch_q11/datafusion:vortex-file-compressed	17883915	19378005	0.92
tpch_q12/datafusion:vortex-file-compressed	23166778	23642611	0.98
tpch_q13/datafusion:vortex-file-compressed	27272313	28904345	0.94
tpch_q14/datafusion:vortex-file-compressed	16345199	16702181	0.98
tpch_q15/datafusion:vortex-file-compressed	23137297	25120565	0.92
tpch_q16/datafusion:vortex-file-compressed	24499431	26005732	0.94
tpch_q17/datafusion:vortex-file-compressed	65820762	69742692	0.94
tpch_q18/datafusion:vortex-file-compressed	78440833	84221256	0.93
tpch_q19/datafusion:vortex-file-compressed	22279605	23849038	0.93
tpch_q20/datafusion:vortex-file-compressed	31796120	34484230	0.92
tpch_q21/datafusion:vortex-file-compressed	72739583	77682376	0.94
tpch_q22/datafusion:vortex-file-compressed	16073190	17482873	0.92

datafusion / vortex-compact (0.969x ➖, 0↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	59473685	59093630	1.01
tpch_q02/datafusion:vortex-compact	36631662	38425885	0.95
tpch_q03/datafusion:vortex-compact	30932666	31961840	0.97
tpch_q04/datafusion:vortex-compact	22821372	23865320	0.96
tpch_q05/datafusion:vortex-compact	55510561	58051579	0.96
tpch_q06/datafusion:vortex-compact	12922071	13171758	0.98
tpch_q07/datafusion:vortex-compact	70570678	73442707	0.96
tpch_q08/datafusion:vortex-compact	50276796	51447350	0.98
tpch_q09/datafusion:vortex-compact	63185909	64085107	0.99
tpch_q10/datafusion:vortex-compact	52323968	55366209	0.95
tpch_q11/datafusion:vortex-compact	20221891	21177267	0.95
tpch_q12/datafusion:vortex-compact	33173786	33521998	0.99
tpch_q13/datafusion:vortex-compact	35405516	37596465	0.94
tpch_q14/datafusion:vortex-compact	20389912	20468002	1.00
tpch_q15/datafusion:vortex-compact	34868348	35707505	0.98
tpch_q16/datafusion:vortex-compact	31094715	30557916	1.02
tpch_q17/datafusion:vortex-compact	68804146	73394374	0.94
tpch_q18/datafusion:vortex-compact	84621609	87959437	0.96
tpch_q19/datafusion:vortex-compact	33203704	34111423	0.97
tpch_q20/datafusion:vortex-compact	38399638	40193330	0.96
tpch_q21/datafusion:vortex-compact	88697553	90890699	0.98
tpch_q22/datafusion:vortex-compact	16997749	17985434	0.95

datafusion / parquet (0.975x ➖, 2↑ 2↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚨	127786013	106506935	1.20
tpch_q02/datafusion:parquet	69315370	71106440	0.97
tpch_q03/datafusion:parquet	81996868	79609545	1.03
tpch_q04/datafusion:parquet	48683610	48669148	1.00
tpch_q05/datafusion:parquet	100186058	104954921	0.95
tpch_q06/datafusion:parquet 🚨	46293730	35263166	1.31
tpch_q07/datafusion:parquet	112382121	117249706	0.96
tpch_q08/datafusion:parquet 🚀	96804221	111029616	0.87
tpch_q09/datafusion:parquet	135447612	142429493	0.95
tpch_q10/datafusion:parquet	121633640	123587941	0.98
tpch_q11/datafusion:parquet	47891984	50654720	0.95
tpch_q12/datafusion:parquet	80344810	80136259	1.00
tpch_q13/datafusion:parquet	204115657	217986747	0.94
tpch_q14/datafusion:parquet	52997875	49401856	1.07
tpch_q15/datafusion:parquet	62161164	67545031	0.92
tpch_q16/datafusion:parquet	50126172	54132782	0.93
tpch_q17/datafusion:parquet	140487331	147212974	0.95
tpch_q18/datafusion:parquet	167504560	177830084	0.94
tpch_q19/datafusion:parquet 🚀	70699792	92215893	0.77
tpch_q20/datafusion:parquet	77919533	79756489	0.98
tpch_q21/datafusion:parquet	143884331	156284632	0.92
tpch_q22/datafusion:parquet	35000721	35987413	0.97

datafusion / arrow (0.951x ➖, 1↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	54351319	59167931	0.92
tpch_q02/datafusion:arrow	21760186	22547660	0.97
tpch_q03/datafusion:arrow	33257360	35657861	0.93
tpch_q04/datafusion:arrow	26879635	28868245	0.93
tpch_q05/datafusion:arrow	76939992	82230201	0.94
tpch_q06/datafusion:arrow	20051133	21393369	0.94
tpch_q07/datafusion:arrow	112019559	117183878	0.96
tpch_q08/datafusion:arrow	45844522	48468984	0.95
tpch_q09/datafusion:arrow	73130375	75308977	0.97
tpch_q10/datafusion:arrow	55790824	54368289	1.03
tpch_q11/datafusion:arrow	11721134	11792322	0.99
tpch_q12/datafusion:arrow	56670491	54841950	1.03
tpch_q13/datafusion:arrow	50842721	50890797	1.00
tpch_q14/datafusion:arrow	24018344	24153299	0.99
tpch_q15/datafusion:arrow	43911468	47445363	0.93
tpch_q16/datafusion:arrow	21145556	21417765	0.99
tpch_q17/datafusion:arrow	69659629	74344468	0.94
tpch_q18/datafusion:arrow	142996260	155651561	0.92
tpch_q19/datafusion:arrow 🚀	37357682	45524030	0.82
tpch_q20/datafusion:arrow	37535660	40277754	0.93
tpch_q21/datafusion:arrow	151730073	161890203	0.94
tpch_q22/datafusion:arrow	19728916	20899596	0.94

duckdb / vortex-file-compressed (0.969x ➖, 0↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	33502697	34734203	0.96
tpch_q02/duckdb:vortex-file-compressed	27206904	28846104	0.94
tpch_q03/duckdb:vortex-file-compressed	28459041	29730581	0.96
tpch_q04/duckdb:vortex-file-compressed	29848094	29311556	1.02
tpch_q05/duckdb:vortex-file-compressed	32720111	34229788	0.96
tpch_q06/duckdb:vortex-file-compressed	11214385	10663118	1.05
tpch_q07/duckdb:vortex-file-compressed	37037416	37282570	0.99
tpch_q08/duckdb:vortex-file-compressed	39772489	41446733	0.96
tpch_q09/duckdb:vortex-file-compressed	79923068	81300120	0.98
tpch_q10/duckdb:vortex-file-compressed	36348908	38586222	0.94
tpch_q11/duckdb:vortex-file-compressed	16289571	17391973	0.94
tpch_q12/duckdb:vortex-file-compressed	22346657	23591680	0.95
tpch_q13/duckdb:vortex-file-compressed	37255392	37824454	0.98
tpch_q14/duckdb:vortex-file-compressed	20758486	21328789	0.97
tpch_q15/duckdb:vortex-file-compressed	16190509	16977444	0.95
tpch_q16/duckdb:vortex-file-compressed	30251264	31087202	0.97
tpch_q17/duckdb:vortex-file-compressed	27567012	26881132	1.03
tpch_q18/duckdb:vortex-file-compressed	47339393	50000707	0.95
tpch_q19/duckdb:vortex-file-compressed	31203537	32681052	0.95
tpch_q20/duckdb:vortex-file-compressed	34260936	36412045	0.94
tpch_q21/duckdb:vortex-file-compressed	102197440	106361515	0.96
tpch_q22/duckdb:vortex-file-compressed	18038076	18798728	0.96

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

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	39697000	39514021	1.00
tpch_q02/duckdb:vortex-compact	38754432	40255328	0.96
tpch_q03/duckdb:vortex-compact	32769140	33632472	0.97
tpch_q04/duckdb:vortex-compact	34046382	35063782	0.97
tpch_q05/duckdb:vortex-compact	37784710	39537667	0.96
tpch_q06/duckdb:vortex-compact	15102888	15800714	0.96
tpch_q07/duckdb:vortex-compact	43236274	44396176	0.97
tpch_q08/duckdb:vortex-compact	44622469	49253229	0.91
tpch_q09/duckdb:vortex-compact	86979627	94819046	0.92
tpch_q10/duckdb:vortex-compact	41452685	42131772	0.98
tpch_q11/duckdb:vortex-compact	20534678	21530846	0.95
tpch_q12/duckdb:vortex-compact	36463536	37879120	0.96
tpch_q13/duckdb:vortex-compact	45191405	46546250	0.97
tpch_q14/duckdb:vortex-compact	29910191	31047006	0.96
tpch_q15/duckdb:vortex-compact	19485981	19829094	0.98
tpch_q16/duckdb:vortex-compact	37796172	38990163	0.97
tpch_q17/duckdb:vortex-compact	32099710	31523386	1.02
tpch_q18/duckdb:vortex-compact	50424584	50948553	0.99
tpch_q19/duckdb:vortex-compact	37419614	38149413	0.98
tpch_q20/duckdb:vortex-compact	43757668	45287921	0.97
tpch_q21/duckdb:vortex-compact	111665007	117182251	0.95
tpch_q22/duckdb:vortex-compact	20667192	22139159	0.93

duckdb / parquet (0.997x ➖, 3↑ 3↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	77234294	77493818	1.00
tpch_q02/duckdb:parquet	39781719	40953950	0.97
tpch_q03/duckdb:parquet	80293767	80726597	0.99
tpch_q04/duckdb:parquet	47622523	47621117	1.00
tpch_q05/duckdb:parquet	69014200	67481441	1.02
tpch_q06/duckdb:parquet 🚨	25180438	20982623	1.20
tpch_q07/duckdb:parquet	73039134	70745731	1.03
tpch_q08/duckdb:parquet 🚀	79559129	92150968	0.86
tpch_q09/duckdb:parquet 🚀	136104850	159420379	0.85
tpch_q10/duckdb:parquet	137275733	143050655	0.96
tpch_q11/duckdb:parquet	22074744	23097719	0.96
tpch_q12/duckdb:parquet	45875735	45976545	1.00
tpch_q13/duckdb:parquet	261440922	285225682	0.92
tpch_q14/duckdb:parquet	48557305	49690066	0.98
tpch_q15/duckdb:parquet 🚨	33378399	24812396	1.35
tpch_q16/duckdb:parquet	54746951	56251154	0.97
tpch_q17/duckdb:parquet 🚀	48417337	54376012	0.89
tpch_q18/duckdb:parquet 🚨	144634938	119212773	1.21
tpch_q19/duckdb:parquet	69969426	70996644	0.99
tpch_q20/duckdb:parquet	67627568	67223719	1.01
tpch_q21/duckdb:parquet	164993248	179474602	0.92
tpch_q22/duckdb:parquet	52445371	52878803	0.99

duckdb / duckdb (0.968x ➖, 2↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	15651297	16022555	0.98
tpch_q02/duckdb:duckdb	12311907	12590750	0.98
tpch_q03/duckdb:duckdb	18355785	20023055	0.92
tpch_q04/duckdb:duckdb	19520829	18627304	1.05
tpch_q05/duckdb:duckdb	18943255	19890574	0.95
tpch_q06/duckdb:duckdb	5152546	5438706	0.95
tpch_q07/duckdb:duckdb	22161401	23315389	0.95
tpch_q08/duckdb:duckdb	20985890	21136028	0.99
tpch_q09/duckdb:duckdb	54283258	54966128	0.99
tpch_q10/duckdb:duckdb	45540836	42677703	1.07
tpch_q11/duckdb:duckdb	5748307	5913666	0.97
tpch_q12/duckdb:duckdb	13754600	14115986	0.97
tpch_q13/duckdb:duckdb	37308467	36867559	1.01
tpch_q14/duckdb:duckdb 🚀	15563814	18521043	0.84
tpch_q15/duckdb:duckdb	12735577	11821382	1.08
tpch_q16/duckdb:duckdb 🚀	21944617	24630868	0.89
tpch_q17/duckdb:duckdb	13326640	13927145	0.96
tpch_q18/duckdb:duckdb	38049489	39767871	0.96
tpch_q19/duckdb:duckdb	26241121	28017588	0.94
tpch_q20/duckdb:duckdb	22123313	23949397	0.92
tpch_q21/duckdb:duckdb	54717854	55791378	0.98
tpch_q22/duckdb:duckdb	23885598	24430402	0.98

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-8.1%	+9.4%	-16.0%	+25.3%	➖ noise
1	datafusion:vortex-compact	+0.6%	+9.4%	-8.0%	+24.3%	➖ noise
1	datafusion:vortex-file-compressed	-3.0%	+9.4%	-11.3%	+24.3%	➖ noise
1	duckdb:duckdb	-2.3%	+9.4%	-10.7%	+24.3%	➖ noise
1	duckdb:vortex-compact	+0.5%	+9.4%	-8.1%	+24.3%	➖ noise
1	duckdb:vortex-file-compressed	-3.5%	+9.4%	-11.8%	+24.3%	➖ noise
2	datafusion:arrow	-3.5%	-2.7%	-0.8%	+24.3%	➖ noise
2	datafusion:vortex-compact	-4.7%	-2.7%	-2.0%	+24.3%	➖ noise
2	datafusion:vortex-file-compressed	-6.6%	-2.7%	-4.0%	+24.3%	➖ noise
2	duckdb:duckdb	-2.2%	-2.7%	+0.5%	+24.3%	➖ noise
2	duckdb:vortex-compact	-3.7%	-2.7%	-1.1%	+24.3%	➖ noise
2	duckdb:vortex-file-compressed	-5.7%	-2.7%	-3.1%	+24.3%	➖ noise
3	datafusion:arrow	-6.7%	+1.2%	-7.9%	+24.3%	➖ noise
3	datafusion:vortex-compact	-3.2%	+1.2%	-4.4%	+24.3%	➖ noise
3	datafusion:vortex-file-compressed	-4.6%	+1.2%	-5.8%	+24.3%	➖ noise
3	duckdb:duckdb	-8.3%	+1.2%	-9.4%	+24.3%	➖ noise
3	duckdb:vortex-compact	-2.6%	+1.2%	-3.7%	+24.3%	➖ noise
3	duckdb:vortex-file-compressed	-4.3%	+1.2%	-5.4%	+24.3%	➖ noise
4	datafusion:arrow	-6.9%	+0.0%	-6.9%	+24.3%	➖ noise
4	datafusion:vortex-compact	-4.4%	+0.0%	-4.4%	+24.3%	➖ noise
4	datafusion:vortex-file-compressed	-5.4%	+0.0%	-5.4%	+24.3%	➖ noise
4	duckdb:duckdb	+4.8%	+0.0%	+4.8%	+24.3%	➖ noise
4	duckdb:vortex-compact	-2.9%	+0.0%	-2.9%	+24.3%	➖ noise
4	duckdb:vortex-file-compressed	+1.8%	+0.0%	+1.8%	+24.3%	➖ noise
5	datafusion:arrow	-6.4%	-1.2%	-5.3%	+24.3%	➖ noise
5	datafusion:vortex-compact	-4.4%	-1.2%	-3.2%	+24.3%	➖ noise
5	datafusion:vortex-file-compressed	-3.9%	-1.2%	-2.8%	+24.3%	➖ noise
5	duckdb:duckdb	-4.8%	-1.2%	-3.6%	+24.3%	➖ noise
5	duckdb:vortex-compact	-4.4%	-1.2%	-3.3%	+24.3%	➖ noise
5	duckdb:vortex-file-compressed	-4.4%	-1.2%	-3.3%	+24.3%	➖ noise
6	datafusion:arrow	-6.3%	+25.5%	-25.3%	+24.6%	✅ faster
6	datafusion:vortex-compact	-1.9%	+25.5%	-21.8%	+25.1%	✅ faster
6	datafusion:vortex-file-compressed	-2.0%	+25.5%	-21.9%	+26.1%	✅ faster
6	duckdb:duckdb	-5.3%	+25.5%	-24.5%	+27.5%	✅ faster
6	duckdb:vortex-compact	-4.4%	+25.5%	-23.8%	+26.6%	✅ faster
6	duckdb:vortex-file-compressed	+5.2%	+25.5%	-16.2%	+27.0%	➖ noise
7	datafusion:arrow	-4.4%	-0.5%	-3.9%	+24.3%	➖ noise
7	datafusion:vortex-compact	-3.9%	-0.5%	-3.4%	+24.3%	➖ noise
7	datafusion:vortex-file-compressed	-6.7%	-0.5%	-6.2%	+24.3%	➖ noise
7	duckdb:duckdb	-4.9%	-0.5%	-4.4%	+24.3%	➖ noise
7	duckdb:vortex-compact	-2.6%	-0.5%	-2.1%	+24.3%	➖ noise
7	duckdb:vortex-file-compressed	-0.7%	-0.5%	-0.1%	+24.3%	➖ noise
8	datafusion:arrow	-5.4%	-13.2%	+9.0%	+24.3%	➖ noise
8	datafusion:vortex-compact	-2.3%	-13.2%	+12.6%	+24.3%	➖ noise
8	datafusion:vortex-file-compressed	-5.9%	-13.2%	+8.5%	+24.3%	➖ noise
8	duckdb:duckdb	-0.7%	-13.2%	+14.4%	+24.3%	➖ noise
8	duckdb:vortex-compact	-9.4%	-13.2%	+4.4%	+24.3%	➖ noise
8	duckdb:vortex-file-compressed	-4.0%	-13.2%	+10.6%	+24.3%	➖ noise
9	datafusion:arrow	-2.9%	-9.9%	+7.8%	+24.3%	➖ noise
9	datafusion:vortex-compact	-1.4%	-9.9%	+9.4%	+24.3%	➖ noise
9	datafusion:vortex-file-compressed	-2.3%	-9.9%	+8.4%	+24.3%	➖ noise
9	duckdb:duckdb	-1.2%	-9.9%	+9.6%	+24.3%	➖ noise
9	duckdb:vortex-compact	-8.3%	-9.9%	+1.8%	+24.3%	➖ noise
9	duckdb:vortex-file-compressed	-1.7%	-9.9%	+9.1%	+24.3%	➖ noise
10	datafusion:arrow	+2.6%	-2.8%	+5.6%	+24.3%	➖ noise
10	datafusion:vortex-compact	-5.5%	-2.8%	-2.8%	+24.3%	➖ noise
10	datafusion:vortex-file-compressed	-3.6%	-2.8%	-0.8%	+24.3%	➖ noise
10	duckdb:duckdb	+6.7%	-2.8%	+9.8%	+24.5%	➖ noise
10	duckdb:vortex-compact	-1.6%	-2.8%	+1.2%	+24.3%	➖ noise
10	duckdb:vortex-file-compressed	-5.8%	-2.8%	-3.1%	+24.3%	➖ noise
11	datafusion:arrow	-0.6%	-4.9%	+4.6%	+24.3%	➖ noise
11	datafusion:vortex-compact	-4.5%	-4.9%	+0.5%	+24.3%	➖ noise
11	datafusion:vortex-file-compressed	-7.7%	-4.9%	-2.9%	+24.3%	➖ noise
11	duckdb:duckdb	-2.8%	-4.9%	+2.3%	+24.3%	➖ noise
11	duckdb:vortex-compact	-4.6%	-4.9%	+0.3%	+24.3%	➖ noise
11	duckdb:vortex-file-compressed	-6.3%	-4.9%	-1.5%	+24.3%	➖ noise
12	datafusion:arrow	+3.3%	+0.0%	+3.3%	+24.3%	➖ noise
12	datafusion:vortex-compact	-1.0%	+0.0%	-1.1%	+24.3%	➖ noise
12	datafusion:vortex-file-compressed	-2.0%	+0.0%	-2.0%	+24.3%	➖ noise
12	duckdb:duckdb	-2.6%	+0.0%	-2.6%	+24.3%	➖ noise
12	duckdb:vortex-compact	-3.7%	+0.0%	-3.8%	+24.3%	➖ noise
12	duckdb:vortex-file-compressed	-5.3%	+0.0%	-5.3%	+24.3%	➖ noise
13	datafusion:arrow	-0.1%	-7.4%	+7.8%	+24.3%	➖ noise
13	datafusion:vortex-compact	-5.8%	-7.4%	+1.7%	+24.3%	➖ noise
13	datafusion:vortex-file-compressed	-5.6%	-7.4%	+1.8%	+24.3%	➖ noise
13	duckdb:duckdb	+1.2%	-7.4%	+9.2%	+24.3%	➖ noise
13	duckdb:vortex-compact	-2.9%	-7.4%	+4.8%	+24.3%	➖ noise
13	duckdb:vortex-file-compressed	-1.5%	-7.4%	+6.3%	+24.3%	➖ noise
14	datafusion:arrow	-0.6%	+2.4%	-2.9%	+24.3%	➖ noise
14	datafusion:vortex-compact	-0.4%	+2.4%	-2.7%	+24.3%	➖ noise
14	datafusion:vortex-file-compressed	-2.1%	+2.4%	-4.4%	+24.3%	➖ noise
14	duckdb:duckdb	-16.0%	+2.4%	-17.9%	+24.3%	➖ noise
14	duckdb:vortex-compact	-3.7%	+2.4%	-5.9%	+24.3%	➖ noise
14	duckdb:vortex-file-compressed	-2.7%	+2.4%	-4.9%	+24.3%	➖ noise
15	datafusion:arrow	-7.4%	+11.3%	-16.8%	+24.3%	➖ noise
15	datafusion:vortex-compact	-2.4%	+11.3%	-12.2%	+24.3%	➖ noise
15	datafusion:vortex-file-compressed	-7.9%	+11.3%	-17.2%	+24.3%	➖ noise
15	duckdb:duckdb	+7.7%	+11.3%	-3.2%	+24.3%	➖ noise
15	duckdb:vortex-compact	-1.7%	+11.3%	-11.7%	+24.3%	➖ noise
15	duckdb:vortex-file-compressed	-4.6%	+11.3%	-14.3%	+24.3%	➖ noise
16	datafusion:arrow	-1.3%	-5.1%	+4.0%	+24.3%	➖ noise
16	datafusion:vortex-compact	+1.8%	-5.1%	+7.2%	+24.3%	➖ noise
16	datafusion:vortex-file-compressed	-5.8%	-5.1%	-0.8%	+24.3%	➖ noise
16	duckdb:duckdb	-10.9%	-5.1%	-6.2%	+24.3%	➖ noise
16	duckdb:vortex-compact	-3.1%	-5.1%	+2.1%	+24.3%	➖ noise
16	duckdb:vortex-file-compressed	-2.7%	-5.1%	+2.5%	+24.3%	➖ noise
17	datafusion:arrow	-6.3%	-7.8%	+1.6%	+24.3%	➖ noise
17	datafusion:vortex-compact	-6.3%	-7.8%	+1.7%	+24.3%	➖ noise
17	datafusion:vortex-file-compressed	-5.6%	-7.8%	+2.4%	+24.3%	➖ noise
17	duckdb:duckdb	-4.3%	-7.8%	+3.8%	+24.3%	➖ noise
17	duckdb:vortex-compact	+1.8%	-7.8%	+10.5%	+24.3%	➖ noise
17	duckdb:vortex-file-compressed	+2.6%	-7.8%	+11.2%	+24.3%	➖ noise
18	datafusion:arrow	-8.1%	+6.9%	-14.1%	+24.3%	➖ noise
18	datafusion:vortex-compact	-3.8%	+6.9%	-10.0%	+24.3%	➖ noise
18	datafusion:vortex-file-compressed	-6.9%	+6.9%	-12.9%	+24.3%	➖ noise
18	duckdb:duckdb	-4.3%	+6.9%	-10.5%	+24.3%	➖ noise
18	duckdb:vortex-compact	-1.0%	+6.9%	-7.4%	+24.3%	➖ noise
18	duckdb:vortex-file-compressed	-5.3%	+6.9%	-11.4%	+24.3%	➖ noise
19	datafusion:arrow	-17.9%	-13.1%	-5.6%	+24.3%	➖ noise
19	datafusion:vortex-compact	-2.7%	-13.1%	+12.0%	+24.3%	➖ noise
19	datafusion:vortex-file-compressed	-6.6%	-13.1%	+7.5%	+24.3%	➖ noise
19	duckdb:duckdb	-6.3%	-13.1%	+7.7%	+24.3%	➖ noise
19	duckdb:vortex-compact	-1.9%	-13.1%	+12.8%	+24.3%	➖ noise
19	duckdb:vortex-file-compressed	-4.5%	-13.1%	+9.8%	+24.3%	➖ noise
20	datafusion:arrow	-6.8%	-0.9%	-6.0%	+24.3%	➖ noise
20	datafusion:vortex-compact	-4.5%	-0.9%	-3.6%	+24.3%	➖ noise
20	datafusion:vortex-file-compressed	-7.8%	-0.9%	-7.0%	+24.3%	➖ noise
20	duckdb:duckdb	-7.6%	-0.9%	-6.8%	+24.3%	➖ noise
20	duckdb:vortex-compact	-3.4%	-0.9%	-2.5%	+24.3%	➖ noise
20	duckdb:vortex-file-compressed	-5.9%	-0.9%	-5.1%	+24.3%	➖ noise
21	datafusion:arrow	-6.3%	-8.0%	+1.9%	+24.3%	➖ noise
21	datafusion:vortex-compact	-2.4%	-8.0%	+6.1%	+24.3%	➖ noise
21	datafusion:vortex-file-compressed	-6.4%	-8.0%	+1.8%	+24.3%	➖ noise
21	duckdb:duckdb	-1.9%	-8.0%	+6.6%	+24.3%	➖ noise
21	duckdb:vortex-compact	-4.7%	-8.0%	+3.6%	+24.3%	➖ noise
21	duckdb:vortex-file-compressed	-3.9%	-8.0%	+4.4%	+24.3%	➖ noise
22	datafusion:arrow	-5.6%	-1.8%	-3.9%	+24.3%	➖ noise
22	datafusion:vortex-compact	-5.5%	-1.8%	-3.8%	+24.3%	➖ noise
22	datafusion:vortex-file-compressed	-8.1%	-1.8%	-6.4%	+24.3%	➖ noise
22	duckdb:duckdb	-2.2%	-1.8%	-0.5%	+24.3%	➖ noise
22	duckdb:vortex-compact	-6.6%	-1.8%	-5.0%	+24.3%	➖ noise
22	duckdb:vortex-file-compressed	-4.0%	-1.8%	-2.3%	+24.3%	➖ noise

github-actions · 2026-04-06T20:18:58Z

File Sizes: TPC-H SF=1 on NVME

No file size changes detected.

github-actions · 2026-04-06T20:19:26Z

Benchmarks: FineWeb NVMe

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.2%
Vortex (geomean): 0.979x ➖
Parquet (geomean): 0.980x ➖
Shifts: Parquet (control) -2.0% · Median polish -1.4%

datafusion / vortex-file-compressed (1.023x ➖, 0↑ 1↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	5144770	4858925	1.06
fineweb_q01/datafusion:vortex-file-compressed	26913150	26697114	1.01
fineweb_q02/datafusion:vortex-file-compressed	31215304	31741316	0.98
fineweb_q03/datafusion:vortex-file-compressed 🚨	95487744	82224553	1.16
fineweb_q04/datafusion:vortex-file-compressed	274135423	265101618	1.03
fineweb_q05/datafusion:vortex-file-compressed	237949103	243944816	0.98
fineweb_q06/datafusion:vortex-file-compressed	70924455	68584520	1.03
fineweb_q07/datafusion:vortex-file-compressed	78964027	75093244	1.05
fineweb_q08/datafusion:vortex-file-compressed	24205970	26491115	0.91

datafusion / vortex-compact (0.927x ➖, 3↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 🚀	4556772	5414528	0.84
fineweb_q01/datafusion:vortex-compact	165911660	175849046	0.94
fineweb_q02/datafusion:vortex-compact	166823695	179465722	0.93
fineweb_q03/datafusion:vortex-compact 🚀	1441098325	1607021708	0.90
fineweb_q04/datafusion:vortex-compact	1577623541	1745831720	0.90
fineweb_q05/datafusion:vortex-compact	1236805238	1256846626	0.98
fineweb_q06/datafusion:vortex-compact	690431068	700878171	0.99
fineweb_q07/datafusion:vortex-compact	733855487	735282871	1.00
fineweb_q08/datafusion:vortex-compact 🚀	20526832	23385221	0.88

datafusion / parquet (0.976x ➖, 1↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet 🚀	5948729	6711513	0.89
fineweb_q01/datafusion:parquet	266480410	273846540	0.97
fineweb_q02/datafusion:parquet	266475074	273657946	0.97
fineweb_q03/datafusion:parquet	266874952	265246892	1.01
fineweb_q04/datafusion:parquet	282733620	284721563	0.99
fineweb_q05/datafusion:parquet	279028798	281961335	0.99
fineweb_q06/datafusion:parquet	268660760	277103952	0.97
fineweb_q07/datafusion:parquet	267562315	271279833	0.99
fineweb_q08/datafusion:parquet	266382641	264408533	1.01

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

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	3419276	3559217	0.96
fineweb_q01/duckdb:vortex-file-compressed	28596956	28463392	1.00
fineweb_q02/duckdb:vortex-file-compressed	25719219	26356298	0.98
fineweb_q03/duckdb:vortex-file-compressed	175866421	174091168	1.01
fineweb_q04/duckdb:vortex-file-compressed	227726122	232576732	0.98
fineweb_q05/duckdb:vortex-file-compressed	209292181	221226275	0.95
fineweb_q06/duckdb:vortex-file-compressed	63220309	62027212	1.02
fineweb_q07/duckdb:vortex-file-compressed	67222143	65670296	1.02
fineweb_q08/duckdb:vortex-file-compressed	23854854	25203320	0.95

duckdb / vortex-compact (0.982x ➖, 0↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	4069143	4132424	0.98
fineweb_q01/duckdb:vortex-compact	109764035	105206563	1.04
fineweb_q02/duckdb:vortex-compact	115244887	119260338	0.97
fineweb_q03/duckdb:vortex-compact	857267253	886152315	0.97
fineweb_q04/duckdb:vortex-compact	916237619	913312866	1.00
fineweb_q05/duckdb:vortex-compact	802301935	873182480	0.92
fineweb_q06/duckdb:vortex-compact	471783516	464768750	1.02
fineweb_q07/duckdb:vortex-compact	475625698	479745484	0.99
fineweb_q08/duckdb:vortex-compact	20672319	21743822	0.95

duckdb / parquet (0.985x ➖, 0↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	36353554	35507643	1.02
fineweb_q01/duckdb:parquet	90937932	91409143	0.99
fineweb_q02/duckdb:parquet	95768916	97940278	0.98
fineweb_q03/duckdb:parquet	306310316	319736282	0.96
fineweb_q04/duckdb:parquet	436510021	437916298	1.00
fineweb_q05/duckdb:parquet	407741741	413493257	0.99
fineweb_q06/duckdb:parquet	198347067	200546897	0.99
fineweb_q07/duckdb:parquet	208657456	212871127	0.98
fineweb_q08/duckdb:parquet	56713185	59103872	0.96

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-15.8%	-4.7%	-11.7%	+53.9%	➖ noise
0	datafusion:vortex-file-compressed	+5.9%	-4.7%	+11.2%	+64.0%	➖ noise
0	duckdb:vortex-compact	-1.5%	-4.7%	+3.4%	+34.7%	➖ noise
0	duckdb:vortex-file-compressed	-3.9%	-4.7%	+0.8%	+53.2%	➖ noise
1	datafusion:vortex-compact	-5.7%	-1.6%	-4.1%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	+0.8%	-1.6%	+2.5%	+19.3%	➖ noise
1	duckdb:vortex-compact	+4.3%	-1.6%	+6.0%	+21.2%	➖ noise
1	duckdb:vortex-file-compressed	+0.5%	-1.6%	+2.1%	+42.5%	➖ noise
2	datafusion:vortex-compact	-7.0%	-2.4%	-4.7%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-1.7%	-2.4%	+0.8%	+26.1%	➖ noise
2	duckdb:vortex-compact	-3.4%	-2.4%	-1.0%	+11.2%	➖ noise
2	duckdb:vortex-file-compressed	-2.4%	-2.4%	+0.0%	+10.0%	➖ noise
3	datafusion:vortex-compact	-10.3%	-1.8%	-8.7%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+16.1%	-1.8%	+18.3%	+26.0%	➖ noise
3	duckdb:vortex-compact	-3.3%	-1.8%	-1.5%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+1.0%	-1.8%	+2.9%	+19.0%	➖ noise
4	datafusion:vortex-compact	-9.6%	-0.5%	-9.2%	+10.0%	✅ faster
4	datafusion:vortex-file-compressed	+3.4%	-0.5%	+3.9%	+16.3%	➖ noise
4	duckdb:vortex-compact	+0.3%	-0.5%	+0.8%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-2.1%	-0.5%	-1.6%	+10.0%	➖ noise
5	datafusion:vortex-compact	-1.6%	-1.2%	-0.4%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-2.5%	-1.2%	-1.3%	+10.0%	➖ noise
5	duckdb:vortex-compact	-8.1%	-1.2%	-7.0%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-5.4%	-1.2%	-4.2%	+10.0%	➖ noise
6	datafusion:vortex-compact	-1.5%	-2.1%	+0.6%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+3.4%	-2.1%	+5.6%	+11.9%	➖ noise
6	duckdb:vortex-compact	+1.5%	-2.1%	+3.7%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+1.9%	-2.1%	+4.1%	+10.4%	➖ noise
7	datafusion:vortex-compact	-0.2%	-1.7%	+1.5%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+5.2%	-1.7%	+6.9%	+14.7%	➖ noise
7	duckdb:vortex-compact	-0.9%	-1.7%	+0.8%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+2.4%	-1.7%	+4.1%	+10.8%	➖ noise
8	datafusion:vortex-compact	-12.2%	-1.7%	-10.7%	+26.8%	➖ noise
8	datafusion:vortex-file-compressed	-8.6%	-1.7%	-7.1%	+19.6%	➖ noise
8	duckdb:vortex-compact	-4.9%	-1.7%	-3.3%	+20.2%	➖ noise
8	duckdb:vortex-file-compressed	-5.4%	-1.7%	-3.7%	+12.5%	➖ noise

github-actions · 2026-04-06T20:19:29Z

File Sizes: FineWeb NVMe

No file size changes detected.

github-actions · 2026-04-06T20:22:44Z

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -6.4%
Vortex (geomean): 0.850x ➖
Parquet (geomean): 0.908x ➖
Shifts: Parquet (control) -9.2% · Median polish -10.3%

datafusion / vortex-file-compressed (0.703x ➖, 12↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	212956716	281204672	0.76
tpch_q02/datafusion:vortex-file-compressed 🚀	452584266	683405791	0.66
tpch_q03/datafusion:vortex-file-compressed	431614241	515178258	0.84
tpch_q04/datafusion:vortex-file-compressed 🚀	218420864	329535458	0.66
tpch_q05/datafusion:vortex-file-compressed 🚀	404606570	761076243	0.53
tpch_q06/datafusion:vortex-file-compressed	301896383	379438127	0.80
tpch_q07/datafusion:vortex-file-compressed	369918426	491474414	0.75
tpch_q08/datafusion:vortex-file-compressed	662768742	723543727	0.92
tpch_q09/datafusion:vortex-file-compressed 🚀	438162943	634238089	0.69
tpch_q10/datafusion:vortex-file-compressed 🚀	507349729	1139066684	0.45
tpch_q11/datafusion:vortex-file-compressed 🚀	412197435	606712739	0.68
tpch_q12/datafusion:vortex-file-compressed 🚀	437519492	642519635	0.68
tpch_q13/datafusion:vortex-file-compressed 🚀	217841958	325310034	0.67
tpch_q14/datafusion:vortex-file-compressed 🚀	216693847	342328491	0.63
tpch_q15/datafusion:vortex-file-compressed	367740514	499587627	0.74
tpch_q16/datafusion:vortex-file-compressed 🚀	220685917	465985329	0.47
tpch_q17/datafusion:vortex-file-compressed 🚀	387401550	643580994	0.60
tpch_q18/datafusion:vortex-file-compressed 🚀	370908853	563674937	0.66
tpch_q19/datafusion:vortex-file-compressed	493994170	608519888	0.81
tpch_q20/datafusion:vortex-file-compressed	553464205	614731515	0.90
tpch_q21/datafusion:vortex-file-compressed	519864455	655256831	0.79
tpch_q22/datafusion:vortex-file-compressed	180550177	162573175	1.11

datafusion / vortex-compact (0.915x ➖, 2↑ 2↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	252970432	303566157	0.83
tpch_q02/datafusion:vortex-compact	474384944	481852621	0.98
tpch_q03/datafusion:vortex-compact 🚨	547303777	403399826	1.36
tpch_q04/datafusion:vortex-compact	210629310	267262545	0.79
tpch_q05/datafusion:vortex-compact 🚀	382734800	566471732	0.68
tpch_q06/datafusion:vortex-compact 🚀	382783214	567648896	0.67
tpch_q07/datafusion:vortex-compact	509345028	514310815	0.99
tpch_q08/datafusion:vortex-compact	603238524	673089441	0.90
tpch_q09/datafusion:vortex-compact	443071701	433851373	1.02
tpch_q10/datafusion:vortex-compact	558787833	655506561	0.85
tpch_q11/datafusion:vortex-compact	313276213	368513332	0.85
tpch_q12/datafusion:vortex-compact	550642091	579044489	0.95
tpch_q13/datafusion:vortex-compact 🚨	283744490	215011119	1.32
tpch_q14/datafusion:vortex-compact	388289048	305154338	1.27
tpch_q15/datafusion:vortex-compact	600718956	554128593	1.08
tpch_q16/datafusion:vortex-compact	283530052	284236766	1.00
tpch_q17/datafusion:vortex-compact	408630624	555628860	0.74
tpch_q18/datafusion:vortex-compact	404136654	415692835	0.97
tpch_q19/datafusion:vortex-compact	509027546	710516870	0.72
tpch_q20/datafusion:vortex-compact	508482080	667856709	0.76
tpch_q21/datafusion:vortex-compact	629040063	744534509	0.84
tpch_q22/datafusion:vortex-compact	199901464	212693663	0.94

datafusion / parquet (0.891x ➖, 5↑ 2↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚨	334945389	208932234	1.60
tpch_q02/datafusion:parquet 🚀	411117470	725741045	0.57
tpch_q03/datafusion:parquet 🚀	354043465	513802003	0.69
tpch_q04/datafusion:parquet	173956905	210114313	0.83
tpch_q05/datafusion:parquet	522600693	641339415	0.81
tpch_q06/datafusion:parquet	147997707	187812225	0.79
tpch_q07/datafusion:parquet	612865572	742498367	0.83
tpch_q08/datafusion:parquet	744815588	885093975	0.84
tpch_q09/datafusion:parquet	689042825	728741733	0.95
tpch_q10/datafusion:parquet 🚀	508291585	775724608	0.66
tpch_q11/datafusion:parquet	342605636	351666826	0.97
tpch_q12/datafusion:parquet 🚨	406938888	248095376	1.64
tpch_q13/datafusion:parquet	443216917	457296900	0.97
tpch_q14/datafusion:parquet	193499259	164017731	1.18
tpch_q15/datafusion:parquet	294283160	284112714	1.04
tpch_q16/datafusion:parquet	168439020	180067231	0.94
tpch_q17/datafusion:parquet	430875779	401839743	1.07
tpch_q18/datafusion:parquet	447290035	449510161	1.00
tpch_q19/datafusion:parquet	369168315	437149299	0.84
tpch_q20/datafusion:parquet 🚀	395836511	589374581	0.67
tpch_q21/datafusion:parquet	633596583	734537003	0.86
tpch_q22/datafusion:parquet 🚀	125118196	211639502	0.59

duckdb / vortex-file-compressed (0.878x ➖, 2↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed 🚀	258926090	371041618	0.70
tpch_q02/duckdb:vortex-file-compressed	959967345	1060548185	0.91
tpch_q03/duckdb:vortex-file-compressed	601229974	713351869	0.84
tpch_q04/duckdb:vortex-file-compressed	373591733	507957866	0.74
tpch_q05/duckdb:vortex-file-compressed	898474292	1169819971	0.77
tpch_q06/duckdb:vortex-file-compressed	462136118	459280275	1.01
tpch_q07/duckdb:vortex-file-compressed	952393238	931159736	1.02
tpch_q08/duckdb:vortex-file-compressed	988586185	1120134964	0.88
tpch_q09/duckdb:vortex-file-compressed	1017203814	1135957127	0.90
tpch_q10/duckdb:vortex-file-compressed	809590001	810016769	1.00
tpch_q11/duckdb:vortex-file-compressed	552118899	581359064	0.95
tpch_q12/duckdb:vortex-file-compressed	519927369	516816839	1.01
tpch_q13/duckdb:vortex-file-compressed	501248020	634679311	0.79
tpch_q14/duckdb:vortex-file-compressed	584890048	641407538	0.91
tpch_q15/duckdb:vortex-file-compressed	319405029	345134332	0.93
tpch_q16/duckdb:vortex-file-compressed	364282746	428790625	0.85
tpch_q17/duckdb:vortex-file-compressed	785687431	804705207	0.98
tpch_q18/duckdb:vortex-file-compressed 🚀	586119626	898759277	0.65
tpch_q19/duckdb:vortex-file-compressed	468055608	667077823	0.70
tpch_q20/duckdb:vortex-file-compressed	927998234	929011167	1.00
tpch_q21/duckdb:vortex-file-compressed	1200604868	1209559036	0.99
tpch_q22/duckdb:vortex-file-compressed	387198444	396295015	0.98

duckdb / vortex-compact (0.923x ➖, 0↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	312749831	400827828	0.78
tpch_q02/duckdb:vortex-compact	981073464	979332534	1.00
tpch_q03/duckdb:vortex-compact	655491712	700197885	0.94
tpch_q04/duckdb:vortex-compact	356226240	432356908	0.82
tpch_q05/duckdb:vortex-compact	953644502	1134808104	0.84
tpch_q06/duckdb:vortex-compact	420093555	472310710	0.89
tpch_q07/duckdb:vortex-compact	846832071	856093037	0.99
tpch_q08/duckdb:vortex-compact	1052458950	1062429138	0.99
tpch_q09/duckdb:vortex-compact	1011206695	1232093799	0.82
tpch_q10/duckdb:vortex-compact	788035673	896774982	0.88
tpch_q11/duckdb:vortex-compact	485360663	572447010	0.85
tpch_q12/duckdb:vortex-compact	518545404	594925036	0.87
tpch_q13/duckdb:vortex-compact	451991189	461992241	0.98
tpch_q14/duckdb:vortex-compact	564374714	596392125	0.95
tpch_q15/duckdb:vortex-compact	423759850	584383015	0.73
tpch_q16/duckdb:vortex-compact	397237639	381085426	1.04
tpch_q17/duckdb:vortex-compact	725329747	657873456	1.10
tpch_q18/duckdb:vortex-compact	525071663	515751974	1.02
tpch_q19/duckdb:vortex-compact	613266976	499090487	1.23
tpch_q20/duckdb:vortex-compact	843953903	1154898655	0.73
tpch_q21/duckdb:vortex-compact	1146445809	1216451179	0.94
tpch_q22/duckdb:vortex-compact	401389151	363725373	1.10

duckdb / parquet (0.926x ➖, 0↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	550728683	577599595	0.95
tpch_q02/duckdb:parquet	1490152203	1715397228	0.87
tpch_q03/duckdb:parquet	1236240914	996398099	1.24
tpch_q04/duckdb:parquet	643347158	756136244	0.85
tpch_q05/duckdb:parquet	1600414298	1800072377	0.89
tpch_q06/duckdb:parquet	450450139	531889992	0.85
tpch_q07/duckdb:parquet	1284203904	1351312953	0.95
tpch_q08/duckdb:parquet	1759889872	2080855899	0.85
tpch_q09/duckdb:parquet	1666943763	1536207871	1.09
tpch_q10/duckdb:parquet	1475736976	1527988292	0.97
tpch_q11/duckdb:parquet	884235126	1111384366	0.80
tpch_q12/duckdb:parquet	923147110	925636501	1.00
tpch_q13/duckdb:parquet	993674783	1151916853	0.86
tpch_q14/duckdb:parquet	683037029	811679101	0.84
tpch_q15/duckdb:parquet	649337761	797401284	0.81
tpch_q16/duckdb:parquet	604159849	565275567	1.07
tpch_q17/duckdb:parquet	860732565	933693730	0.92
tpch_q18/duckdb:parquet	911399068	1042951367	0.87
tpch_q19/duckdb:parquet	876734629	908027239	0.97
tpch_q20/duckdb:parquet	1225225665	1439571409	0.85
tpch_q21/duckdb:parquet	1432009553	1429815794	1.00
tpch_q22/duckdb:parquet	547073415	542120849	1.01

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-16.7%	+23.6%	-32.6%	+176.6%	➖ noise
1	datafusion:vortex-file-compressed	-24.3%	+23.6%	-38.7%	+139.2%	➖ noise
1	duckdb:vortex-compact	-22.0%	+23.6%	-36.9%	+62.3%	➖ noise
1	duckdb:vortex-file-compressed	-30.2%	+23.6%	-43.6%	+50.4%	✅ faster
2	datafusion:vortex-compact	-1.5%	-29.9%	+40.3%	+44.7%	➖ noise
2	datafusion:vortex-file-compressed	-33.8%	-29.9%	-5.6%	+45.7%	➖ noise
2	duckdb:vortex-compact	+0.2%	-29.9%	+42.8%	+44.2%	➖ noise
2	duckdb:vortex-file-compressed	-9.5%	-29.9%	+29.0%	+44.2%	➖ noise
3	datafusion:vortex-compact	+35.7%	-7.5%	+46.7%	+107.0%	➖ noise
3	datafusion:vortex-file-compressed	-16.2%	-7.5%	-9.4%	+137.3%	➖ noise
3	duckdb:vortex-compact	-6.4%	-7.5%	+1.2%	+47.8%	➖ noise
3	duckdb:vortex-file-compressed	-15.7%	-7.5%	-8.8%	+51.2%	➖ noise
4	datafusion:vortex-compact	-21.2%	-16.1%	-6.1%	+49.3%	➖ noise
4	datafusion:vortex-file-compressed	-33.7%	-16.1%	-21.0%	+54.9%	➖ noise
4	duckdb:vortex-compact	-17.6%	-16.1%	-1.8%	+46.9%	➖ noise
4	duckdb:vortex-file-compressed	-26.5%	-16.1%	-12.4%	+47.7%	➖ noise
5	datafusion:vortex-compact	-32.4%	-14.9%	-20.6%	+44.2%	➖ noise
5	datafusion:vortex-file-compressed	-46.8%	-14.9%	-37.5%	+44.2%	✅ faster
5	duckdb:vortex-compact	-16.0%	-14.9%	-1.3%	+44.2%	➖ noise
5	duckdb:vortex-file-compressed	-23.2%	-14.9%	-9.8%	+44.2%	➖ noise
6	datafusion:vortex-compact	-32.6%	-18.3%	-17.5%	+75.1%	➖ noise
6	datafusion:vortex-file-compressed	-20.4%	-18.3%	-2.6%	+44.2%	➖ noise
6	duckdb:vortex-compact	-11.1%	-18.3%	+8.9%	+56.2%	➖ noise
6	duckdb:vortex-file-compressed	+0.6%	-18.3%	+23.2%	+44.2%	➖ noise
7	datafusion:vortex-compact	-1.0%	-11.4%	+11.8%	+49.2%	➖ noise
7	datafusion:vortex-file-compressed	-24.7%	-11.4%	-15.0%	+44.2%	➖ noise
7	duckdb:vortex-compact	-1.1%	-11.4%	+11.7%	+44.2%	➖ noise
7	duckdb:vortex-file-compressed	+2.3%	-11.4%	+15.5%	+44.6%	➖ noise
8	datafusion:vortex-compact	-10.4%	-15.6%	+6.2%	+44.2%	➖ noise
8	datafusion:vortex-file-compressed	-8.4%	-15.6%	+8.6%	+44.2%	➖ noise
8	duckdb:vortex-compact	-0.9%	-15.6%	+17.4%	+44.2%	➖ noise
8	duckdb:vortex-file-compressed	-11.7%	-15.6%	+4.6%	+44.2%	➖ noise
9	datafusion:vortex-compact	+2.1%	+1.3%	+0.8%	+44.2%	➖ noise
9	datafusion:vortex-file-compressed	-30.9%	+1.3%	-31.8%	+48.3%	➖ noise
9	duckdb:vortex-compact	-17.9%	+1.3%	-19.0%	+46.3%	➖ noise
9	duckdb:vortex-file-compressed	-10.5%	+1.3%	-11.6%	+44.2%	➖ noise
10	datafusion:vortex-compact	-14.8%	-20.4%	+7.2%	+44.2%	➖ noise
10	datafusion:vortex-file-compressed	-55.5%	-20.4%	-44.0%	+44.2%	✅ faster
10	duckdb:vortex-compact	-12.1%	-20.4%	+10.5%	+44.2%	➖ noise
10	duckdb:vortex-file-compressed	-0.1%	-20.4%	+25.6%	+44.2%	➖ noise
11	datafusion:vortex-compact	-15.0%	-12.0%	-3.4%	+44.2%	➖ noise
11	datafusion:vortex-file-compressed	-32.1%	-12.0%	-22.8%	+44.2%	➖ noise
11	duckdb:vortex-compact	-15.2%	-12.0%	-3.7%	+44.2%	➖ noise
11	duckdb:vortex-file-compressed	-5.0%	-12.0%	+7.9%	+44.2%	➖ noise
12	datafusion:vortex-compact	-4.9%	+27.9%	-25.6%	+45.0%	➖ noise
12	datafusion:vortex-file-compressed	-31.9%	+27.9%	-46.8%	+44.2%	✅ faster
12	duckdb:vortex-compact	-12.8%	+27.9%	-31.9%	+51.9%	➖ noise
12	duckdb:vortex-file-compressed	+0.6%	+27.9%	-21.3%	+44.4%	➖ noise
13	datafusion:vortex-compact	+32.0%	-8.6%	+44.3%	+78.9%	➖ noise
13	datafusion:vortex-file-compressed	-33.0%	-8.6%	-26.8%	+97.2%	➖ noise
13	duckdb:vortex-compact	-2.2%	-8.6%	+7.0%	+49.1%	➖ noise
13	duckdb:vortex-file-compressed	-21.0%	-8.6%	-13.6%	+75.6%	➖ noise
14	datafusion:vortex-compact	+27.2%	-0.4%	+27.7%	+44.2%	➖ noise
14	datafusion:vortex-file-compressed	-36.7%	-0.4%	-36.5%	+44.2%	✅ faster
14	duckdb:vortex-compact	-5.4%	-0.4%	-5.0%	+44.2%	➖ noise
14	duckdb:vortex-file-compressed	-8.8%	-0.4%	-8.5%	+44.2%	➖ noise
15	datafusion:vortex-compact	+8.4%	-8.2%	+18.0%	+44.2%	➖ noise
15	datafusion:vortex-file-compressed	-26.4%	-8.2%	-19.9%	+44.2%	➖ noise
15	duckdb:vortex-compact	-27.5%	-8.2%	-21.0%	+319.4%	➖ noise
15	duckdb:vortex-file-compressed	-7.5%	-8.2%	+0.8%	+44.2%	➖ noise
16	datafusion:vortex-compact	-0.2%	-0.0%	-0.2%	+44.2%	➖ noise
16	datafusion:vortex-file-compressed	-52.6%	-0.0%	-52.6%	+44.2%	✅ faster
16	duckdb:vortex-compact	+4.2%	-0.0%	+4.3%	+44.2%	➖ noise
16	duckdb:vortex-file-compressed	-15.0%	-0.0%	-15.0%	+44.2%	➖ noise
17	datafusion:vortex-compact	-26.5%	-0.6%	-26.0%	+44.6%	➖ noise
17	datafusion:vortex-file-compressed	-39.8%	-0.6%	-39.5%	+44.2%	✅ faster
17	duckdb:vortex-compact	+10.3%	-0.6%	+10.9%	+44.2%	➖ noise
17	duckdb:vortex-file-compressed	-2.4%	-0.6%	-1.8%	+44.2%	➖ noise
18	datafusion:vortex-compact	-2.8%	-6.8%	+4.3%	+50.6%	➖ noise
18	datafusion:vortex-file-compressed	-34.2%	-6.8%	-29.4%	+45.3%	➖ noise
18	duckdb:vortex-compact	+1.8%	-6.8%	+9.2%	+44.2%	➖ noise
18	duckdb:vortex-file-compressed	-34.8%	-6.8%	-30.1%	+44.2%	➖ noise
19	datafusion:vortex-compact	-28.4%	-9.7%	-20.7%	+44.2%	➖ noise
19	datafusion:vortex-file-compressed	-18.8%	-9.7%	-10.1%	+52.7%	➖ noise
19	duckdb:vortex-compact	+22.9%	-9.7%	+36.1%	+44.2%	➖ noise
19	duckdb:vortex-file-compressed	-29.8%	-9.7%	-22.3%	+55.9%	➖ noise
20	datafusion:vortex-compact	-23.9%	-24.4%	+0.7%	+44.2%	➖ noise
20	datafusion:vortex-file-compressed	-10.0%	-24.4%	+19.1%	+44.2%	➖ noise
20	duckdb:vortex-compact	-26.9%	-24.4%	-3.3%	+44.2%	➖ noise
20	duckdb:vortex-file-compressed	-0.1%	-24.4%	+32.1%	+44.2%	➖ noise
21	datafusion:vortex-compact	-15.5%	-7.1%	-9.1%	+44.2%	➖ noise
21	datafusion:vortex-file-compressed	-20.7%	-7.1%	-14.6%	+44.2%	➖ noise
21	duckdb:vortex-compact	-5.8%	-7.1%	+1.4%	+44.2%	➖ noise
21	duckdb:vortex-file-compressed	-0.7%	-7.1%	+6.8%	+44.2%	➖ noise
22	datafusion:vortex-compact	-6.0%	-22.8%	+21.7%	+55.2%	➖ noise
22	datafusion:vortex-file-compressed	+11.1%	-22.8%	+43.8%	+65.6%	➖ noise
22	duckdb:vortex-compact	+10.4%	-22.8%	+42.9%	+44.2%	➖ noise
22	duckdb:vortex-file-compressed	-2.3%	-22.8%	+26.5%	+44.2%	➖ noise

github-actions · 2026-04-06T20:23:26Z

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -2.7%
Vortex (geomean): 0.923x ➖
Parquet (geomean): 0.952x ➖
Shifts: Parquet (control) -4.8% · Median polish -7.5%

datafusion / vortex-file-compressed (0.923x ➖, 3↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	394739569	407675492	0.97
tpch_q02/datafusion:vortex-file-compressed	111857605	121335281	0.92
tpch_q03/datafusion:vortex-file-compressed	201680412	219556997	0.92
tpch_q04/datafusion:vortex-file-compressed	100818504	105431819	0.96
tpch_q05/datafusion:vortex-file-compressed	379605990	414815264	0.92
tpch_q06/datafusion:vortex-file-compressed	40978298	44926749	0.91
tpch_q07/datafusion:vortex-file-compressed	556984479	607662919	0.92
tpch_q08/datafusion:vortex-file-compressed	373044144	408249075	0.91
tpch_q09/datafusion:vortex-file-compressed	661534324	734568237	0.90
tpch_q10/datafusion:vortex-file-compressed	232378339	257985878	0.90
tpch_q11/datafusion:vortex-file-compressed 🚀	83664240	94329831	0.89
tpch_q12/datafusion:vortex-file-compressed	106581147	115491181	0.92
tpch_q13/datafusion:vortex-file-compressed	220336804	237543614	0.93
tpch_q14/datafusion:vortex-file-compressed	59079105	62927231	0.94
tpch_q15/datafusion:vortex-file-compressed	106863894	114810948	0.93
tpch_q16/datafusion:vortex-file-compressed 🚀	75350970	84129197	0.90
tpch_q17/datafusion:vortex-file-compressed 🚀	639576323	713681429	0.90
tpch_q18/datafusion:vortex-file-compressed	871015377	952448599	0.91
tpch_q19/datafusion:vortex-file-compressed	97420919	101052715	0.96
tpch_q20/datafusion:vortex-file-compressed	171167853	183262477	0.93
tpch_q21/datafusion:vortex-file-compressed	655205323	710299690	0.92
tpch_q22/datafusion:vortex-file-compressed	61236320	64942462	0.94

datafusion / vortex-compact (0.920x ➖, 5↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	435624523	450771031	0.97
tpch_q02/datafusion:vortex-compact 🚀	118263666	133079098	0.89
tpch_q03/datafusion:vortex-compact	213597272	234699649	0.91
tpch_q04/datafusion:vortex-compact	120593251	127998329	0.94
tpch_q05/datafusion:vortex-compact	392346033	418010899	0.94
tpch_q06/datafusion:vortex-compact	62181489	64876309	0.96
tpch_q07/datafusion:vortex-compact	584130460	634133081	0.92
tpch_q08/datafusion:vortex-compact 🚀	386185666	444634433	0.87
tpch_q09/datafusion:vortex-compact 🚀	677148619	760810775	0.89
tpch_q10/datafusion:vortex-compact	273054716	293901400	0.93
tpch_q11/datafusion:vortex-compact 🚀	89371121	102284448	0.87
tpch_q12/datafusion:vortex-compact	168631894	181569408	0.93
tpch_q13/datafusion:vortex-compact	272051660	297834782	0.91
tpch_q14/datafusion:vortex-compact	73581402	79450064	0.93
tpch_q15/datafusion:vortex-compact	165363735	178279262	0.93
tpch_q16/datafusion:vortex-compact	82282285	88044203	0.93
tpch_q17/datafusion:vortex-compact 🚀	644364206	716190942	0.90
tpch_q18/datafusion:vortex-compact	882475415	968033160	0.91
tpch_q19/datafusion:vortex-compact	142563465	144711041	0.99
tpch_q20/datafusion:vortex-compact	195856919	215324000	0.91
tpch_q21/datafusion:vortex-compact	696323840	762631576	0.91
tpch_q22/datafusion:vortex-compact	71601108	77672616	0.92

datafusion / parquet (0.939x ➖, 2↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	437457224	451004196	0.97
tpch_q02/datafusion:parquet	182023794	199803135	0.91
tpch_q03/datafusion:parquet	289478774	314847181	0.92
tpch_q04/datafusion:parquet	135622552	139034604	0.98
tpch_q05/datafusion:parquet	437918766	472897143	0.93
tpch_q06/datafusion:parquet	120045221	124412548	0.96
tpch_q07/datafusion:parquet	625533544	678439998	0.92
tpch_q08/datafusion:parquet	480233508	517192448	0.93
tpch_q09/datafusion:parquet	751236121	819490857	0.92
tpch_q10/datafusion:parquet	502465432	515565962	0.97
tpch_q11/datafusion:parquet 🚀	129274841	145416227	0.89
tpch_q12/datafusion:parquet	212745867	208147833	1.02
tpch_q13/datafusion:parquet	338302707	346241018	0.98
tpch_q14/datafusion:parquet	162219177	167415109	0.97
tpch_q15/datafusion:parquet	235521608	253275488	0.93
tpch_q16/datafusion:parquet 🚀	136086764	155597454	0.87
tpch_q17/datafusion:parquet	680880120	741186777	0.92
tpch_q18/datafusion:parquet	872126953	958480903	0.91
tpch_q19/datafusion:parquet	264113305	290794508	0.91
tpch_q20/datafusion:parquet	303916581	328434927	0.93
tpch_q21/datafusion:parquet	730347538	787523928	0.93
tpch_q22/datafusion:parquet	230674811	225761078	1.02

datafusion / arrow (0.909x ➖, 7↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	591121114	638265846	0.93
tpch_q02/datafusion:arrow	166717374	174556495	0.96
tpch_q03/datafusion:arrow 🚀	455176354	512512369	0.89
tpch_q04/datafusion:arrow	343913495	381506572	0.90
tpch_q05/datafusion:arrow	896677430	985789966	0.91
tpch_q06/datafusion:arrow 🚀	267019363	300000537	0.89
tpch_q07/datafusion:arrow 🚀	1105862199	1234562224	0.90
tpch_q08/datafusion:arrow	1109917151	1218362131	0.91
tpch_q09/datafusion:arrow	1314855084	1444813890	0.91
tpch_q10/datafusion:arrow 🚀	588949650	662238280	0.89
tpch_q11/datafusion:arrow	145406297	157056589	0.93
tpch_q12/datafusion:arrow	641569816	712229642	0.90
tpch_q13/datafusion:arrow	516022815	559538011	0.92
tpch_q14/datafusion:arrow 🚀	299138800	351120190	0.85
tpch_q15/datafusion:arrow 🚀	651472441	761650341	0.86
tpch_q16/datafusion:arrow	108092970	113985278	0.95
tpch_q17/datafusion:arrow	1287358310	1422191708	0.91
tpch_q18/datafusion:arrow	1871524356	1946499118	0.96
tpch_q19/datafusion:arrow	498060104	546025724	0.91
tpch_q20/datafusion:arrow 🚀	483073895	547349580	0.88
tpch_q21/datafusion:arrow	2773552308	3035542860	0.91
tpch_q22/datafusion:arrow	144033575	151239326	0.95

duckdb / vortex-file-compressed (0.915x ➖, 6↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	174784526	181257943	0.96
tpch_q02/duckdb:vortex-file-compressed 🚀	50411268	58012159	0.87
tpch_q03/duckdb:vortex-file-compressed 🚀	125754531	139975415	0.90
tpch_q04/duckdb:vortex-file-compressed 🚀	147034016	168717425	0.87
tpch_q05/duckdb:vortex-file-compressed	133208644	144444320	0.92
tpch_q06/duckdb:vortex-file-compressed	47574087	51057112	0.93
tpch_q07/duckdb:vortex-file-compressed	146316243	161106694	0.91
tpch_q08/duckdb:vortex-file-compressed 🚀	175438286	199216241	0.88
tpch_q09/duckdb:vortex-file-compressed	334893800	359483521	0.93
tpch_q10/duckdb:vortex-file-compressed	155114409	167748671	0.92
tpch_q11/duckdb:vortex-file-compressed	36266868	39142095	0.93
tpch_q12/duckdb:vortex-file-compressed	88173156	93738894	0.94
tpch_q13/duckdb:vortex-file-compressed	244087536	266030627	0.92
tpch_q14/duckdb:vortex-file-compressed 🚀	70246773	80013064	0.88
tpch_q15/duckdb:vortex-file-compressed 🚀	95898912	108491263	0.88
tpch_q16/duckdb:vortex-file-compressed	78022288	84679552	0.92
tpch_q17/duckdb:vortex-file-compressed	102195796	110161807	0.93
tpch_q18/duckdb:vortex-file-compressed	280887470	303874148	0.92
tpch_q19/duckdb:vortex-file-compressed	92027806	96348387	0.96
tpch_q20/duckdb:vortex-file-compressed	165097457	175338143	0.94
tpch_q21/duckdb:vortex-file-compressed	549456077	610391280	0.90
tpch_q22/duckdb:vortex-file-compressed	76717543	83402274	0.92

duckdb / vortex-compact (0.933x ➖, 1↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	230041088	239353638	0.96
tpch_q02/duckdb:vortex-compact	59958030	63984697	0.94
tpch_q03/duckdb:vortex-compact	139953525	153258959	0.91
tpch_q04/duckdb:vortex-compact	176627566	192868547	0.92
tpch_q05/duckdb:vortex-compact	146932030	159207217	0.92
tpch_q06/duckdb:vortex-compact	85825594	89409167	0.96
tpch_q07/duckdb:vortex-compact	204151949	219698668	0.93
tpch_q08/duckdb:vortex-compact 🚀	192738377	215402562	0.89
tpch_q09/duckdb:vortex-compact	361948179	388962183	0.93
tpch_q10/duckdb:vortex-compact	186042435	201000808	0.93
tpch_q11/duckdb:vortex-compact	42169604	44711800	0.94
tpch_q12/duckdb:vortex-compact	206812840	217052909	0.95
tpch_q13/duckdb:vortex-compact	292370341	316448806	0.92
tpch_q14/duckdb:vortex-compact	101610838	111290043	0.91
tpch_q15/duckdb:vortex-compact	119050051	126390032	0.94
tpch_q16/duckdb:vortex-compact	84188988	92014908	0.91
tpch_q17/duckdb:vortex-compact	117479572	129892476	0.90
tpch_q18/duckdb:vortex-compact	293615558	306786964	0.96
tpch_q19/duckdb:vortex-compact	114770226	120614008	0.95
tpch_q20/duckdb:vortex-compact	207279506	216138456	0.96
tpch_q21/duckdb:vortex-compact	629841635	667187090	0.94
tpch_q22/duckdb:vortex-compact	89116811	94332677	0.94

duckdb / parquet (0.965x ➖, 0↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	253160356	263642881	0.96
tpch_q02/duckdb:parquet	103391303	103174191	1.00
tpch_q03/duckdb:parquet	206670837	221903702	0.93
tpch_q04/duckdb:parquet	136584439	140980555	0.97
tpch_q05/duckdb:parquet	218962664	229669737	0.95
tpch_q06/duckdb:parquet	68172769	68007064	1.00
tpch_q07/duckdb:parquet	178197960	187490403	0.95
tpch_q08/duckdb:parquet	252140847	269950730	0.93
tpch_q09/duckdb:parquet	460525507	473126314	0.97
tpch_q10/duckdb:parquet	610541479	637398440	0.96
tpch_q11/duckdb:parquet	42597796	47253919	0.90
tpch_q12/duckdb:parquet	125125141	128388640	0.97
tpch_q13/duckdb:parquet	451543747	441417943	1.02
tpch_q14/duckdb:parquet	174646444	178903728	0.98
tpch_q15/duckdb:parquet	97248221	100602712	0.97
tpch_q16/duckdb:parquet	156319589	165847271	0.94
tpch_q17/duckdb:parquet	181005918	179461336	1.01
tpch_q18/duckdb:parquet	349409929	361508118	0.97
tpch_q19/duckdb:parquet	278992385	286545490	0.97
tpch_q20/duckdb:parquet	224668089	229557753	0.98
tpch_q21/duckdb:parquet	566205640	615458506	0.92
tpch_q22/duckdb:parquet	292540530	302323885	0.97

duckdb / duckdb (0.960x ➖, 0↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	117482273	119327475	0.98
tpch_q02/duckdb:duckdb	47718796	48661547	0.98
tpch_q03/duckdb:duckdb	96668041	101052655	0.96
tpch_q04/duckdb:duckdb	131410452	144476253	0.91
tpch_q05/duckdb:duckdb	109201025	118769482	0.92
tpch_q06/duckdb:duckdb	39026779	38494005	1.01
tpch_q07/duckdb:duckdb	86616226	90373360	0.96
tpch_q08/duckdb:duckdb	111118852	116175805	0.96
tpch_q09/duckdb:duckdb	277791268	290146060	0.96
tpch_q10/duckdb:duckdb	200869716	218208838	0.92
tpch_q11/duckdb:duckdb	15214656	15734167	0.97
tpch_q12/duckdb:duckdb	83605395	87050388	0.96
tpch_q13/duckdb:duckdb	248110424	265853222	0.93
tpch_q14/duckdb:duckdb	71839551	74081379	0.97
tpch_q15/duckdb:duckdb	78685169	80105937	0.98
tpch_q16/duckdb:duckdb	73340988	76978839	0.95
tpch_q17/duckdb:duckdb	84374372	86361346	0.98
tpch_q18/duckdb:duckdb	210840448	222137560	0.95
tpch_q19/duckdb:duckdb	117235979	118896241	0.99
tpch_q20/duckdb:duckdb	111341610	112552323	0.99
tpch_q21/duckdb:duckdb	302220485	316782508	0.95
tpch_q22/duckdb:duckdb	69961671	73367924	0.95

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-7.4%	-3.5%	-4.0%	+10.4%	➖ noise
1	datafusion:vortex-compact	-3.4%	-3.5%	+0.1%	+11.8%	➖ noise
1	datafusion:vortex-file-compressed	-3.2%	-3.5%	+0.3%	+12.0%	➖ noise
1	duckdb:duckdb	-1.5%	-3.5%	+2.0%	+10.7%	➖ noise
1	duckdb:vortex-compact	-3.9%	-3.5%	-0.4%	+11.0%	➖ noise
1	duckdb:vortex-file-compressed	-3.6%	-3.5%	-0.1%	+11.2%	➖ noise
2	datafusion:arrow	-4.5%	-4.5%	-0.0%	+10.0%	➖ noise
2	datafusion:vortex-compact	-11.1%	-4.5%	-7.0%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-7.8%	-4.5%	-3.5%	+10.4%	➖ noise
2	duckdb:duckdb	-1.9%	-4.5%	+2.6%	+10.0%	➖ noise
2	duckdb:vortex-compact	-6.3%	-4.5%	-1.9%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-13.1%	-4.5%	-9.1%	+10.0%	➖ noise
3	datafusion:arrow	-11.2%	-7.5%	-4.0%	+10.0%	➖ noise
3	datafusion:vortex-compact	-9.0%	-7.5%	-1.7%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-8.1%	-7.5%	-0.7%	+10.0%	➖ noise
3	duckdb:duckdb	-4.3%	-7.5%	+3.4%	+10.0%	➖ noise
3	duckdb:vortex-compact	-8.7%	-7.5%	-1.3%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-10.2%	-7.5%	-2.9%	+10.0%	➖ noise
4	datafusion:arrow	-9.9%	-2.8%	-7.3%	+10.0%	➖ noise
4	datafusion:vortex-compact	-5.8%	-2.8%	-3.1%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-4.4%	-2.8%	-1.6%	+10.0%	➖ noise
4	duckdb:duckdb	-9.0%	-2.8%	-6.4%	+10.0%	➖ noise
4	duckdb:vortex-compact	-8.4%	-2.8%	-5.8%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-12.9%	-2.8%	-10.4%	+10.0%	✅ faster
5	datafusion:arrow	-9.0%	-6.0%	-3.2%	+10.0%	➖ noise
5	datafusion:vortex-compact	-6.1%	-6.0%	-0.1%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-8.5%	-6.0%	-2.6%	+10.0%	➖ noise
5	duckdb:duckdb	-8.1%	-6.0%	-2.1%	+10.0%	➖ noise
5	duckdb:vortex-compact	-7.7%	-6.0%	-1.8%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-7.8%	-6.0%	-1.9%	+10.0%	➖ noise
6	datafusion:arrow	-11.0%	-1.7%	-9.5%	+10.0%	✅ faster
6	datafusion:vortex-compact	-4.2%	-1.7%	-2.5%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-8.8%	-1.7%	-7.3%	+10.0%	➖ noise
6	duckdb:duckdb	+1.4%	-1.7%	+3.1%	+14.0%	➖ noise
6	duckdb:vortex-compact	-4.0%	-1.7%	-2.4%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-6.8%	-1.7%	-5.3%	+10.0%	➖ noise
7	datafusion:arrow	-10.4%	-6.4%	-4.3%	+10.0%	➖ noise
7	datafusion:vortex-compact	-7.9%	-6.4%	-1.6%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-8.3%	-6.4%	-2.1%	+10.0%	➖ noise
7	duckdb:duckdb	-4.2%	-6.4%	+2.4%	+10.0%	➖ noise
7	duckdb:vortex-compact	-7.1%	-6.4%	-0.7%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-9.2%	-6.4%	-3.0%	+10.0%	➖ noise
8	datafusion:arrow	-8.9%	-6.9%	-2.2%	+10.0%	➖ noise
8	datafusion:vortex-compact	-13.1%	-6.9%	-6.7%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-8.6%	-6.9%	-1.9%	+10.0%	➖ noise
8	duckdb:duckdb	-4.4%	-6.9%	+2.7%	+10.0%	➖ noise
8	duckdb:vortex-compact	-10.5%	-6.9%	-3.9%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-11.9%	-6.9%	-5.4%	+10.0%	➖ noise
9	datafusion:arrow	-9.0%	-5.5%	-3.7%	+10.0%	➖ noise
9	datafusion:vortex-compact	-11.0%	-5.5%	-5.8%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-9.9%	-5.5%	-4.7%	+10.0%	➖ noise
9	duckdb:duckdb	-4.3%	-5.5%	+1.4%	+10.0%	➖ noise
9	duckdb:vortex-compact	-6.9%	-5.5%	-1.5%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-6.8%	-5.5%	-1.4%	+10.0%	➖ noise
10	datafusion:arrow	-11.1%	-3.4%	-8.0%	+10.0%	➖ noise
10	datafusion:vortex-compact	-7.1%	-3.4%	-3.8%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-9.9%	-3.4%	-6.8%	+10.0%	➖ noise
10	duckdb:duckdb	-7.9%	-3.4%	-4.7%	+10.0%	➖ noise
10	duckdb:vortex-compact	-7.4%	-3.4%	-4.2%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-7.5%	-3.4%	-4.3%	+10.0%	➖ noise
11	datafusion:arrow	-7.4%	-10.5%	+3.4%	+10.0%	➖ noise
11	datafusion:vortex-compact	-12.6%	-10.5%	-2.4%	+10.1%	➖ noise
11	datafusion:vortex-file-compressed	-11.3%	-10.5%	-0.9%	+10.0%	➖ noise
11	duckdb:duckdb	-3.3%	-10.5%	+8.0%	+18.7%	➖ noise
11	duckdb:vortex-compact	-5.7%	-10.5%	+5.4%	+12.7%	➖ noise
11	duckdb:vortex-file-compressed	-7.3%	-10.5%	+3.5%	+12.2%	➖ noise
12	datafusion:arrow	-9.9%	-0.2%	-9.7%	+43.7%	➖ noise
12	datafusion:vortex-compact	-7.1%	-0.2%	-6.9%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-7.7%	-0.2%	-7.5%	+10.0%	➖ noise
12	duckdb:duckdb	-4.0%	-0.2%	-3.8%	+10.0%	➖ noise
12	duckdb:vortex-compact	-4.7%	-0.2%	-4.5%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-5.9%	-0.2%	-5.8%	+10.0%	➖ noise
13	datafusion:arrow	-7.8%	-0.0%	-7.8%	+10.0%	➖ noise
13	datafusion:vortex-compact	-8.7%	-0.0%	-8.6%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-7.2%	-0.0%	-7.2%	+10.0%	➖ noise
13	duckdb:duckdb	-6.7%	-0.0%	-6.6%	+10.0%	➖ noise
13	duckdb:vortex-compact	-7.6%	-0.0%	-7.6%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-8.2%	-0.0%	-8.2%	+10.0%	➖ noise
14	datafusion:arrow	-14.8%	-2.7%	-12.4%	+10.0%	✅ faster
14	datafusion:vortex-compact	-7.4%	-2.7%	-4.8%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-6.1%	-2.7%	-3.5%	+14.8%	➖ noise
14	duckdb:duckdb	-3.0%	-2.7%	-0.3%	+10.0%	➖ noise
14	duckdb:vortex-compact	-8.7%	-2.7%	-6.1%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-12.2%	-2.7%	-9.7%	+11.2%	➖ noise
15	datafusion:arrow	-14.5%	-5.2%	-9.8%	+10.0%	✅ faster
15	datafusion:vortex-compact	-7.2%	-5.2%	-2.2%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-6.9%	-5.2%	-1.8%	+10.0%	➖ noise
15	duckdb:duckdb	-1.8%	-5.2%	+3.6%	+10.0%	➖ noise
15	duckdb:vortex-compact	-5.8%	-5.2%	-0.7%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-11.6%	-5.2%	-6.8%	+10.0%	➖ noise
16	datafusion:arrow	-5.2%	-9.2%	+4.4%	+10.0%	➖ noise
16	datafusion:vortex-compact	-6.5%	-9.2%	+2.9%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-10.4%	-9.2%	-1.4%	+10.0%	➖ noise
16	duckdb:duckdb	-4.7%	-9.2%	+4.9%	+10.0%	➖ noise
16	duckdb:vortex-compact	-8.5%	-9.2%	+0.8%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-7.9%	-9.2%	+1.5%	+10.0%	➖ noise
17	datafusion:arrow	-9.5%	-3.7%	-6.0%	+10.0%	➖ noise
17	datafusion:vortex-compact	-10.0%	-3.7%	-6.5%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-10.4%	-3.7%	-6.9%	+10.4%	➖ noise
17	duckdb:duckdb	-2.3%	-3.7%	+1.5%	+10.0%	➖ noise
17	duckdb:vortex-compact	-9.6%	-3.7%	-6.0%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	-7.2%	-3.7%	-3.6%	+10.0%	➖ noise
18	datafusion:arrow	-3.9%	-6.2%	+2.5%	+10.0%	➖ noise
18	datafusion:vortex-compact	-8.8%	-6.2%	-2.8%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-8.5%	-6.2%	-2.5%	+10.0%	➖ noise
18	duckdb:duckdb	-5.1%	-6.2%	+1.2%	+10.0%	➖ noise
18	duckdb:vortex-compact	-4.3%	-6.2%	+2.1%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-7.6%	-6.2%	-1.4%	+10.0%	➖ noise
19	datafusion:arrow	-8.8%	-6.0%	-3.0%	+10.0%	➖ noise
19	datafusion:vortex-compact	-1.5%	-6.0%	+4.8%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-3.6%	-6.0%	+2.5%	+10.0%	➖ noise
19	duckdb:duckdb	-1.4%	-6.0%	+4.9%	+10.0%	➖ noise
19	duckdb:vortex-compact	-4.8%	-6.0%	+1.2%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	-4.5%	-6.0%	+1.6%	+10.0%	➖ noise
20	datafusion:arrow	-11.7%	-4.8%	-7.3%	+10.0%	➖ noise
20	datafusion:vortex-compact	-9.0%	-4.8%	-4.4%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	-6.6%	-4.8%	-1.9%	+10.0%	➖ noise
20	duckdb:duckdb	-1.1%	-4.8%	+4.0%	+10.0%	➖ noise
20	duckdb:vortex-compact	-4.1%	-4.8%	+0.8%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	-5.8%	-4.8%	-1.1%	+10.0%	➖ noise
21	datafusion:arrow	-8.6%	-7.6%	-1.1%	+10.0%	➖ noise
21	datafusion:vortex-compact	-8.7%	-7.6%	-1.2%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	-7.8%	-7.6%	-0.1%	+10.0%	➖ noise
21	duckdb:duckdb	-4.6%	-7.6%	+3.3%	+10.0%	➖ noise
21	duckdb:vortex-compact	-5.6%	-7.6%	+2.2%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	-10.0%	-7.6%	-2.5%	+10.0%	➖ noise
22	datafusion:arrow	-4.8%	-0.6%	-4.2%	+10.0%	➖ noise
22	datafusion:vortex-compact	-7.8%	-0.6%	-7.3%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	-5.7%	-0.6%	-5.2%	+10.0%	➖ noise
22	duckdb:duckdb	-4.6%	-0.6%	-4.1%	+10.0%	➖ noise
22	duckdb:vortex-compact	-5.5%	-0.6%	-5.0%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-8.0%	-0.6%	-7.5%	+10.0%	➖ noise

github-actions · 2026-04-06T20:23:28Z

File Sizes: TPC-H SF=10 on NVME

No file size changes detected.

github-actions · 2026-04-06T20:23:35Z

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.1%
Vortex (geomean): 1.040x ➖
Parquet (geomean): 1.040x ➖
Shifts: Parquet (control) +4.0% · Median polish +4.3%

datafusion / vortex-file-compressed (1.049x ➖, 0↑ 10↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	30732225	29384094	1.05
tpcds_q02/datafusion:vortex-file-compressed	55654079	53450918	1.04
tpcds_q03/datafusion:vortex-file-compressed 🚨	23535151	21094918	1.12
tpcds_q04/datafusion:vortex-file-compressed	311142687	299528494	1.04
tpcds_q05/datafusion:vortex-file-compressed	60033279	57615047	1.04
tpcds_q06/datafusion:vortex-file-compressed	54383083	52817968	1.03
tpcds_q07/datafusion:vortex-file-compressed	55081694	52656523	1.05
tpcds_q08/datafusion:vortex-file-compressed 🚨	41292385	36880067	1.12
tpcds_q09/datafusion:vortex-file-compressed	58552876	56041083	1.04
tpcds_q10/datafusion:vortex-file-compressed	50202262	47757156	1.05
tpcds_q11/datafusion:vortex-file-compressed	178432766	171639345	1.04
tpcds_q12/datafusion:vortex-file-compressed	24379937	22877383	1.07
tpcds_q13/datafusion:vortex-file-compressed	63688849	62861636	1.01
tpcds_q14/datafusion:vortex-file-compressed	213687967	202622160	1.05
tpcds_q15/datafusion:vortex-file-compressed	38105742	35370462	1.08
tpcds_q16/datafusion:vortex-file-compressed	31292956	29487279	1.06
tpcds_q17/datafusion:vortex-file-compressed	72659105	69581255	1.04
tpcds_q18/datafusion:vortex-file-compressed	83126189	79903184	1.04
tpcds_q19/datafusion:vortex-file-compressed	33419051	32238725	1.04
tpcds_q20/datafusion:vortex-file-compressed	28500705	26827048	1.06
tpcds_q21/datafusion:vortex-file-compressed	145809210	138403889	1.05
tpcds_q22/datafusion:vortex-file-compressed 🚨	64919726	58115799	1.12
tpcds_q23/datafusion:vortex-file-compressed	158202624	153161744	1.03
tpcds_q24/datafusion:vortex-file-compressed	122837777	115991203	1.06
tpcds_q25/datafusion:vortex-file-compressed	71806337	71618045	1.00
tpcds_q26/datafusion:vortex-file-compressed	39992372	36676122	1.09
tpcds_q27/datafusion:vortex-file-compressed	125423168	121415988	1.03
tpcds_q28/datafusion:vortex-file-compressed	51580964	50300538	1.03
tpcds_q29/datafusion:vortex-file-compressed	73145135	69264289	1.06
tpcds_q30/datafusion:vortex-file-compressed	30869056	30259003	1.02
tpcds_q31/datafusion:vortex-file-compressed	105574675	99051848	1.07
tpcds_q32/datafusion:vortex-file-compressed	22523843	21812006	1.03
tpcds_q33/datafusion:vortex-file-compressed	40769381	39994408	1.02
tpcds_q34/datafusion:vortex-file-compressed	35498914	34377702	1.03
tpcds_q35/datafusion:vortex-file-compressed	60870191	58633834	1.04
tpcds_q36/datafusion:vortex-file-compressed	80419024	76309147	1.05
tpcds_q37/datafusion:vortex-file-compressed	35706849	34797162	1.03
tpcds_q38/datafusion:vortex-file-compressed	58237748	55315923	1.05
tpcds_q39/datafusion:vortex-file-compressed 🚨	158417202	142892140	1.11
tpcds_q40/datafusion:vortex-file-compressed	54733043	52112075	1.05
tpcds_q41/datafusion:vortex-file-compressed 🚨	20493901	18520110	1.11
tpcds_q42/datafusion:vortex-file-compressed	21124937	19706130	1.07
tpcds_q43/datafusion:vortex-file-compressed	34222366	33199947	1.03
tpcds_q44/datafusion:vortex-file-compressed	49299787	47253376	1.04
tpcds_q45/datafusion:vortex-file-compressed	35944013	34591666	1.04
tpcds_q46/datafusion:vortex-file-compressed	54060250	51656127	1.05
tpcds_q47/datafusion:vortex-file-compressed	218153139	214143925	1.02
tpcds_q48/datafusion:vortex-file-compressed	54161820	52032477	1.04
tpcds_q49/datafusion:vortex-file-compressed	74374868	70841148	1.05
tpcds_q50/datafusion:vortex-file-compressed 🚨	53112789	48054294	1.11
tpcds_q51/datafusion:vortex-file-compressed	95095502	93457206	1.02
tpcds_q52/datafusion:vortex-file-compressed	19725357	19635633	1.00
tpcds_q53/datafusion:vortex-file-compressed	28305841	27750130	1.02
tpcds_q54/datafusion:vortex-file-compressed	48212111	47370592	1.02
tpcds_q55/datafusion:vortex-file-compressed	20096526	19075663	1.05
tpcds_q56/datafusion:vortex-file-compressed	44494326	42729204	1.04
tpcds_q57/datafusion:vortex-file-compressed	134536092	132795095	1.01
tpcds_q58/datafusion:vortex-file-compressed	74285756	71682415	1.04
tpcds_q59/datafusion:vortex-file-compressed	77569674	75064930	1.03
tpcds_q60/datafusion:vortex-file-compressed	44490049	41467020	1.07
tpcds_q61/datafusion:vortex-file-compressed	55859990	53206643	1.05
tpcds_q62/datafusion:vortex-file-compressed	34723091	32810902	1.06
tpcds_q63/datafusion:vortex-file-compressed	27976916	27598781	1.01
tpcds_q64/datafusion:vortex-file-compressed	500857069	481132038	1.04
tpcds_q65/datafusion:vortex-file-compressed	53270882	48872725	1.09
tpcds_q66/datafusion:vortex-file-compressed	96520278	93000829	1.04
tpcds_q67/datafusion:vortex-file-compressed	123214131	127132190	0.97
tpcds_q68/datafusion:vortex-file-compressed	49692212	47766550	1.04
tpcds_q69/datafusion:vortex-file-compressed	47299666	46824730	1.01
tpcds_q70/datafusion:vortex-file-compressed	122824909	114210550	1.08
tpcds_q71/datafusion:vortex-file-compressed	35515820	32792847	1.08
tpcds_q72/datafusion:vortex-file-compressed	2775671702	2643801493	1.05
tpcds_q73/datafusion:vortex-file-compressed	38632764	36707609	1.05
tpcds_q74/datafusion:vortex-file-compressed	125424570	120292248	1.04
tpcds_q75/datafusion:vortex-file-compressed	129369246	122610266	1.06
tpcds_q76/datafusion:vortex-file-compressed	37771542	36764794	1.03
tpcds_q77/datafusion:vortex-file-compressed 🚨	56462172	51027199	1.11
tpcds_q78/datafusion:vortex-file-compressed	134911624	129881719	1.04
tpcds_q79/datafusion:vortex-file-compressed	41912983	41058408	1.02
tpcds_q80/datafusion:vortex-file-compressed	119207990	115531190	1.03
tpcds_q81/datafusion:vortex-file-compressed 🚨	39917415	35797836	1.12
tpcds_q82/datafusion:vortex-file-compressed	37661143	37979994	0.99
tpcds_q83/datafusion:vortex-file-compressed	53610213	52180406	1.03
tpcds_q84/datafusion:vortex-file-compressed	16746384	16431784	1.02
tpcds_q85/datafusion:vortex-file-compressed	107589762	106540807	1.01
tpcds_q86/datafusion:vortex-file-compressed 🚨	21286103	19282026	1.10
tpcds_q87/datafusion:vortex-file-compressed	60193664	56428622	1.07
tpcds_q88/datafusion:vortex-file-compressed	89776490	85877718	1.05
tpcds_q89/datafusion:vortex-file-compressed 🚨	41813618	37541242	1.11
tpcds_q90/datafusion:vortex-file-compressed	20166206	19253471	1.05
tpcds_q91/datafusion:vortex-file-compressed	28741080	26193124	1.10
tpcds_q92/datafusion:vortex-file-compressed	21791291	20367203	1.07
tpcds_q93/datafusion:vortex-file-compressed	38694529	35357833	1.09
tpcds_q94/datafusion:vortex-file-compressed	27700092	25726274	1.08
tpcds_q95/datafusion:vortex-file-compressed	65160275	65291481	1.00
tpcds_q96/datafusion:vortex-file-compressed	19683568	18347130	1.07
tpcds_q97/datafusion:vortex-file-compressed	35518558	33268534	1.07
tpcds_q98/datafusion:vortex-file-compressed	34685949	33568383	1.03
tpcds_q99/datafusion:vortex-file-compressed	49535581	47324418	1.05

datafusion / vortex-compact (1.055x ➖, 0↑ 8↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	42651178	39855317	1.07
tpcds_q02/datafusion:vortex-compact	63028032	58778492	1.07
tpcds_q03/datafusion:vortex-compact	26915505	27333181	0.98
tpcds_q04/datafusion:vortex-compact	350183550	344042148	1.02
tpcds_q05/datafusion:vortex-compact	72849560	68426886	1.06
tpcds_q06/datafusion:vortex-compact	60117897	58495232	1.03
tpcds_q07/datafusion:vortex-compact	72578635	67927401	1.07
tpcds_q08/datafusion:vortex-compact	48169348	46859959	1.03
tpcds_q09/datafusion:vortex-compact	110005846	111634975	0.99
tpcds_q10/datafusion:vortex-compact	66044905	65789772	1.00
tpcds_q11/datafusion:vortex-compact	202311058	199748269	1.01
tpcds_q12/datafusion:vortex-compact	27277938	26348037	1.04
tpcds_q13/datafusion:vortex-compact	141723797	134137470	1.06
tpcds_q14/datafusion:vortex-compact	267241455	261109709	1.02
tpcds_q15/datafusion:vortex-compact	41690976	40152354	1.04
tpcds_q16/datafusion:vortex-compact	40897993	40822494	1.00
tpcds_q17/datafusion:vortex-compact	100858662	98975159	1.02
tpcds_q18/datafusion:vortex-compact	99122087	94713906	1.05
tpcds_q19/datafusion:vortex-compact	45354588	42619320	1.06
tpcds_q20/datafusion:vortex-compact	32261517	30652349	1.05
tpcds_q21/datafusion:vortex-compact	146956873	146652990	1.00
tpcds_q22/datafusion:vortex-compact	69164104	67880307	1.02
tpcds_q23/datafusion:vortex-compact	191872785	187210532	1.02
tpcds_q24/datafusion:vortex-compact	144408147	141438679	1.02
tpcds_q25/datafusion:vortex-compact	99983097	95670925	1.05
tpcds_q26/datafusion:vortex-compact	50061007	47573836	1.05
tpcds_q27/datafusion:vortex-compact	161151854	158263103	1.02
tpcds_q28/datafusion:vortex-compact	103960737	102199644	1.02
tpcds_q29/datafusion:vortex-compact	101907295	96911306	1.05
tpcds_q30/datafusion:vortex-compact	41001867	38746841	1.06
tpcds_q31/datafusion:vortex-compact	132656704	126060540	1.05
tpcds_q32/datafusion:vortex-compact	30000851	27649757	1.09
tpcds_q33/datafusion:vortex-compact	53175584	51091844	1.04
tpcds_q34/datafusion:vortex-compact	51955732	49621296	1.05
tpcds_q35/datafusion:vortex-compact	73056706	69005884	1.06
tpcds_q36/datafusion:vortex-compact	103661733	97046839	1.07
tpcds_q37/datafusion:vortex-compact	50728093	48112568	1.05
tpcds_q38/datafusion:vortex-compact	68714266	67978958	1.01
tpcds_q39/datafusion:vortex-compact	164908073	157849224	1.04
tpcds_q40/datafusion:vortex-compact	65595944	60707780	1.08
tpcds_q41/datafusion:vortex-compact	22719270	21642682	1.05
tpcds_q42/datafusion:vortex-compact	26614599	24603769	1.08
tpcds_q43/datafusion:vortex-compact	39714041	39825932	1.00
tpcds_q44/datafusion:vortex-compact	81418919	78345578	1.04
tpcds_q45/datafusion:vortex-compact	39729629	38030753	1.04
tpcds_q46/datafusion:vortex-compact	72653566	67149542	1.08
tpcds_q47/datafusion:vortex-compact	247246053	232474145	1.06
tpcds_q48/datafusion:vortex-compact	99332203	96119924	1.03
tpcds_q49/datafusion:vortex-compact	102230975	99361843	1.03
tpcds_q50/datafusion:vortex-compact	66344594	62238689	1.07
tpcds_q51/datafusion:vortex-compact	104024073	97738792	1.06
tpcds_q52/datafusion:vortex-compact	26839464	25905465	1.04
tpcds_q53/datafusion:vortex-compact	37060911	34248477	1.08
tpcds_q54/datafusion:vortex-compact	61211913	59238201	1.03
tpcds_q55/datafusion:vortex-compact	25574359	25026982	1.02
tpcds_q56/datafusion:vortex-compact	56754870	53539385	1.06
tpcds_q57/datafusion:vortex-compact	152609959	141444364	1.08
tpcds_q58/datafusion:vortex-compact	81987992	78715658	1.04
tpcds_q59/datafusion:vortex-compact	89617106	86413284	1.04
tpcds_q60/datafusion:vortex-compact	56256195	54834894	1.03
tpcds_q61/datafusion:vortex-compact	73625560	70934464	1.04
tpcds_q62/datafusion:vortex-compact	35752747	33404263	1.07
tpcds_q63/datafusion:vortex-compact	36394667	35290708	1.03
tpcds_q64/datafusion:vortex-compact	579456726	552177077	1.05
tpcds_q65/datafusion:vortex-compact	68582575	67552392	1.02
tpcds_q66/datafusion:vortex-compact	102754706	99312617	1.03
tpcds_q67/datafusion:vortex-compact	134993012	128806762	1.05
tpcds_q68/datafusion:vortex-compact	71143453	72139941	0.99
tpcds_q69/datafusion:vortex-compact	64243188	59931241	1.07
tpcds_q70/datafusion:vortex-compact	133523142	122630796	1.09
tpcds_q71/datafusion:vortex-compact	47378623	45379308	1.04
tpcds_q72/datafusion:vortex-compact	2869728742	2676749906	1.07
tpcds_q73/datafusion:vortex-compact	54215652	50947703	1.06
tpcds_q74/datafusion:vortex-compact	147755877	134745674	1.10
tpcds_q75/datafusion:vortex-compact	182890890	168878763	1.08
tpcds_q76/datafusion:vortex-compact 🚨	57616926	51033957	1.13
tpcds_q77/datafusion:vortex-compact	73426181	69546961	1.06
tpcds_q78/datafusion:vortex-compact 🚨	167748663	150736692	1.11
tpcds_q79/datafusion:vortex-compact	62508984	57006828	1.10
tpcds_q80/datafusion:vortex-compact 🚨	151460911	133563601	1.13
tpcds_q81/datafusion:vortex-compact	48963382	45027367	1.09
tpcds_q82/datafusion:vortex-compact	54774805	49970549	1.10
tpcds_q83/datafusion:vortex-compact	63417096	60563227	1.05
tpcds_q84/datafusion:vortex-compact	20754227	19267621	1.08
tpcds_q85/datafusion:vortex-compact	138585782	126273136	1.10
tpcds_q86/datafusion:vortex-compact 🚨	23263446	20367943	1.14
tpcds_q87/datafusion:vortex-compact	73012906	67444802	1.08
tpcds_q88/datafusion:vortex-compact	142819319	132206302	1.08
tpcds_q89/datafusion:vortex-compact	48400879	45896117	1.05
tpcds_q90/datafusion:vortex-compact 🚨	27255128	24674322	1.10
tpcds_q91/datafusion:vortex-compact 🚨	48225763	42424712	1.14
tpcds_q92/datafusion:vortex-compact 🚨	24905494	20989302	1.19
tpcds_q93/datafusion:vortex-compact 🚨	53848899	48098718	1.12
tpcds_q94/datafusion:vortex-compact	35189284	32090810	1.10
tpcds_q95/datafusion:vortex-compact	78451704	73023728	1.07
tpcds_q96/datafusion:vortex-compact	28271700	26735104	1.06
tpcds_q97/datafusion:vortex-compact	45148512	42924593	1.05
tpcds_q98/datafusion:vortex-compact	41418557	40433581	1.02
tpcds_q99/datafusion:vortex-compact	55019991	51302627	1.07

datafusion / parquet (1.034x ➖, 0↑ 2↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	38316358	36727561	1.04
tpcds_q02/datafusion:parquet	49345253	46090667	1.07
tpcds_q03/datafusion:parquet	16353131	15425801	1.06
tpcds_q04/datafusion:parquet	346115184	322169100	1.07
tpcds_q05/datafusion:parquet 🚨	57516839	51606989	1.11
tpcds_q06/datafusion:parquet	66346114	67662136	0.98
tpcds_q07/datafusion:parquet	95570866	88287287	1.08
tpcds_q08/datafusion:parquet	33628417	33212257	1.01
tpcds_q09/datafusion:parquet	61841781	57180434	1.08
tpcds_q10/datafusion:parquet	90045607	83330030	1.08
tpcds_q11/datafusion:parquet	197027809	185735448	1.06
tpcds_q12/datafusion:parquet	25124392	23961646	1.05
tpcds_q13/datafusion:parquet	91732289	89398795	1.03
tpcds_q14/datafusion:parquet	204280605	199312971	1.02
tpcds_q15/datafusion:parquet	27128854	27504840	0.99
tpcds_q16/datafusion:parquet	31440369	29335173	1.07
tpcds_q17/datafusion:parquet	74875670	73114032	1.02
tpcds_q18/datafusion:parquet	137546437	135174808	1.02
tpcds_q19/datafusion:parquet	29130836	28085347	1.04
tpcds_q20/datafusion:parquet	23636894	22680465	1.04
tpcds_q21/datafusion:parquet	24399851	24397760	1.00
tpcds_q22/datafusion:parquet	160221880	151756195	1.06
tpcds_q23/datafusion:parquet	169619791	164609831	1.03
tpcds_q24/datafusion:parquet	110183670	108554243	1.02
tpcds_q25/datafusion:parquet	75256758	73665995	1.02
tpcds_q26/datafusion:parquet	80961052	77512796	1.04
tpcds_q27/datafusion:parquet	174643030	168195968	1.04
tpcds_q28/datafusion:parquet	52200539	49863801	1.05
tpcds_q29/datafusion:parquet	76636867	75682953	1.01
tpcds_q30/datafusion:parquet	45120296	45260754	1.00
tpcds_q31/datafusion:parquet	81765151	78121566	1.05
tpcds_q32/datafusion:parquet	24706472	23377088	1.06
tpcds_q33/datafusion:parquet	37169058	35990076	1.03
tpcds_q34/datafusion:parquet	28628720	27280400	1.05
tpcds_q35/datafusion:parquet	94500149	88441130	1.07
tpcds_q36/datafusion:parquet	71660702	65233842	1.10
tpcds_q37/datafusion:parquet	25667495	24297661	1.06
tpcds_q38/datafusion:parquet	54677625	51417684	1.06
tpcds_q39/datafusion:parquet	91886041	86834115	1.06
tpcds_q40/datafusion:parquet	29943258	29054578	1.03
tpcds_q41/datafusion:parquet	17294927	16858909	1.03
tpcds_q42/datafusion:parquet	14864184	15293430	0.97
tpcds_q43/datafusion:parquet	20083250	19640000	1.02
tpcds_q44/datafusion:parquet	43021991	43246634	0.99
tpcds_q45/datafusion:parquet	34868974	33567299	1.04
tpcds_q46/datafusion:parquet	41232185	39949401	1.03
tpcds_q47/datafusion:parquet	146264725	141021218	1.04
tpcds_q48/datafusion:parquet	81643178	83267873	0.98
tpcds_q49/datafusion:parquet	69874995	65755532	1.06
tpcds_q50/datafusion:parquet	52072707	50029861	1.04
tpcds_q51/datafusion:parquet	91935371	93611585	0.98
tpcds_q52/datafusion:parquet	15664975	14813388	1.06
tpcds_q53/datafusion:parquet	23316620	23328395	1.00
tpcds_q54/datafusion:parquet	45122386	44996541	1.00
tpcds_q55/datafusion:parquet	14794725	13985688	1.06
tpcds_q56/datafusion:parquet	37851356	38320058	0.99
tpcds_q57/datafusion:parquet	122512942	118095418	1.04
tpcds_q58/datafusion:parquet	62252620	59719489	1.04
tpcds_q59/datafusion:parquet	62190332	59635367	1.04
tpcds_q60/datafusion:parquet	37457854	36595707	1.02
tpcds_q61/datafusion:parquet	53873652	51478645	1.05
tpcds_q62/datafusion:parquet	29331827	29415157	1.00
tpcds_q63/datafusion:parquet	23330310	22125107	1.05
tpcds_q64/datafusion:parquet	579576866	560325366	1.03
tpcds_q65/datafusion:parquet	48304063	45588901	1.06
tpcds_q66/datafusion:parquet	79562072	77298274	1.03
tpcds_q67/datafusion:parquet	157580405	154130413	1.02
tpcds_q68/datafusion:parquet	42208708	40748332	1.04
tpcds_q69/datafusion:parquet	84660233	82015048	1.03
tpcds_q70/datafusion:parquet	105974926	101783272	1.04
tpcds_q71/datafusion:parquet	28010330	27296878	1.03
tpcds_q72/datafusion:parquet	673454756	653482894	1.03
tpcds_q73/datafusion:parquet	27841552	28694157	0.97
tpcds_q74/datafusion:parquet	110516205	112274817	0.98
tpcds_q75/datafusion:parquet	122374335	121749425	1.01
tpcds_q76/datafusion:parquet	38603399	36142554	1.07
tpcds_q77/datafusion:parquet	51919839	53547650	0.97
tpcds_q78/datafusion:parquet	128669190	127112071	1.01
tpcds_q79/datafusion:parquet	34157108	32311033	1.06
tpcds_q80/datafusion:parquet	97133572	98212524	0.99
tpcds_q81/datafusion:parquet	44865126	43013092	1.04
tpcds_q82/datafusion:parquet	24887971	25020813	0.99
tpcds_q83/datafusion:parquet	50050979	49693051	1.01
tpcds_q84/datafusion:parquet	49161940	47692959	1.03
tpcds_q85/datafusion:parquet	178359981	174232912	1.02
tpcds_q86/datafusion:parquet 🚨	19845263	17600460	1.13
tpcds_q87/datafusion:parquet	52963429	50952639	1.04
tpcds_q88/datafusion:parquet	74168456	70217742	1.06
tpcds_q89/datafusion:parquet	27393488	25874143	1.06
tpcds_q90/datafusion:parquet	20593998	19387840	1.06
tpcds_q91/datafusion:parquet	74342803	69985964	1.06
tpcds_q92/datafusion:parquet	23319731	23004493	1.01
tpcds_q93/datafusion:parquet	36400051	36157133	1.01
tpcds_q94/datafusion:parquet	26912314	25291595	1.06
tpcds_q95/datafusion:parquet	71109136	67747387	1.05
tpcds_q96/datafusion:parquet	15530069	15074531	1.03
tpcds_q97/datafusion:parquet	36009559	33666998	1.07
tpcds_q98/datafusion:parquet	27134890	26359417	1.03
tpcds_q99/datafusion:parquet	37545880	37018245	1.01

duckdb / vortex-file-compressed (1.025x ➖, 0↑ 3↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	27504665	25840526	1.06
tpcds_q02/duckdb:vortex-file-compressed	93803522	85830805	1.09
tpcds_q03/duckdb:vortex-file-compressed	24834695	23843287	1.04
tpcds_q04/duckdb:vortex-file-compressed	115470768	110672678	1.04
tpcds_q05/duckdb:vortex-file-compressed	103310642	99515768	1.04
tpcds_q06/duckdb:vortex-file-compressed	40370726	37215118	1.08
tpcds_q07/duckdb:vortex-file-compressed	25537842	25322491	1.01
tpcds_q08/duckdb:vortex-file-compressed	25505400	24451383	1.04
tpcds_q09/duckdb:vortex-file-compressed	43188679	40701226	1.06
tpcds_q10/duckdb:vortex-file-compressed	40214712	37726228	1.07
tpcds_q11/duckdb:vortex-file-compressed	66155366	63954416	1.03
tpcds_q12/duckdb:vortex-file-compressed	16106600	14648061	1.10
tpcds_q13/duckdb:vortex-file-compressed	36348680	35023902	1.04
tpcds_q14/duckdb:vortex-file-compressed	205137256	193073456	1.06
tpcds_q15/duckdb:vortex-file-compressed	43292616	43511867	0.99
tpcds_q16/duckdb:vortex-file-compressed	30800507	32529009	0.95
tpcds_q17/duckdb:vortex-file-compressed	41800033	40459334	1.03
tpcds_q18/duckdb:vortex-file-compressed	50768481	48332352	1.05
tpcds_q19/duckdb:vortex-file-compressed	35743028	34757638	1.03
tpcds_q20/duckdb:vortex-file-compressed	18316476	16933599	1.08
tpcds_q21/duckdb:vortex-file-compressed	20410494	21843027	0.93
tpcds_q22/duckdb:vortex-file-compressed	116809373	114701955	1.02
tpcds_q23/duckdb:vortex-file-compressed	136965771	134008988	1.02
tpcds_q24/duckdb:vortex-file-compressed	58348207	58289245	1.00
tpcds_q25/duckdb:vortex-file-compressed	40729831	39045943	1.04
tpcds_q26/duckdb:vortex-file-compressed	43100872	40157441	1.07
tpcds_q27/duckdb:vortex-file-compressed	93290350	90333652	1.03
tpcds_q28/duckdb:vortex-file-compressed	38284631	36431200	1.05
tpcds_q29/duckdb:vortex-file-compressed	42424518	39972130	1.06
tpcds_q30/duckdb:vortex-file-compressed	32287053	30891937	1.05
tpcds_q31/duckdb:vortex-file-compressed	28655497	27490645	1.04
tpcds_q32/duckdb:vortex-file-compressed	17740283	18046521	0.98
tpcds_q33/duckdb:vortex-file-compressed	68122797	75337962	0.90
tpcds_q34/duckdb:vortex-file-compressed	20441730	19930445	1.03
tpcds_q35/duckdb:vortex-file-compressed	69888769	69046667	1.01
tpcds_q36/duckdb:vortex-file-compressed	28811500	30003993	0.96
tpcds_q37/duckdb:vortex-file-compressed 🚨	24361573	22012878	1.11
tpcds_q38/duckdb:vortex-file-compressed	38571401	38400535	1.00
tpcds_q39/duckdb:vortex-file-compressed	46322198	46515059	1.00
tpcds_q40/duckdb:vortex-file-compressed	25905137	24440060	1.06
tpcds_q41/duckdb:vortex-file-compressed	14580405	14225345	1.02
tpcds_q42/duckdb:vortex-file-compressed	12700948	11979760	1.06
tpcds_q43/duckdb:vortex-file-compressed	20674919	21172963	0.98
tpcds_q44/duckdb:vortex-file-compressed	23108473	25123501	0.92
tpcds_q45/duckdb:vortex-file-compressed	29310930	27933219	1.05
tpcds_q46/duckdb:vortex-file-compressed	52249044	50422961	1.04
tpcds_q47/duckdb:vortex-file-compressed	53240829	51775971	1.03
tpcds_q48/duckdb:vortex-file-compressed	33093818	34076977	0.97
tpcds_q49/duckdb:vortex-file-compressed	32289177	33364049	0.97
tpcds_q50/duckdb:vortex-file-compressed	38815586	38876641	1.00
tpcds_q51/duckdb:vortex-file-compressed	106062338	106497166	1.00
tpcds_q52/duckdb:vortex-file-compressed	13418318	12497548	1.07
tpcds_q53/duckdb:vortex-file-compressed	18171536	17682048	1.03
tpcds_q54/duckdb:vortex-file-compressed	51009494	50698016	1.01
tpcds_q55/duckdb:vortex-file-compressed	12823847	13481414	0.95
tpcds_q56/duckdb:vortex-file-compressed	70106536	72369334	0.97
tpcds_q57/duckdb:vortex-file-compressed	47556686	46167545	1.03
tpcds_q58/duckdb:vortex-file-compressed	31271229	31704516	0.99
tpcds_q59/duckdb:vortex-file-compressed	63149542	63483150	0.99
tpcds_q60/duckdb:vortex-file-compressed	70335943	76862468	0.92
tpcds_q61/duckdb:vortex-file-compressed	40324558	42294780	0.95
tpcds_q62/duckdb:vortex-file-compressed	21418627	22443649	0.95
tpcds_q63/duckdb:vortex-file-compressed	18583826	19123364	0.97
tpcds_q64/duckdb:vortex-file-compressed	86956127	84949633	1.02
tpcds_q65/duckdb:vortex-file-compressed	24993412	23371723	1.07
tpcds_q66/duckdb:vortex-file-compressed	60637580	60388760	1.00
tpcds_q67/duckdb:vortex-file-compressed	153029326	149655679	1.02
tpcds_q68/duckdb:vortex-file-compressed	42732023	42008935	1.02
tpcds_q69/duckdb:vortex-file-compressed	41407707	40716157	1.02
tpcds_q70/duckdb:vortex-file-compressed	26815187	25864371	1.04
tpcds_q71/duckdb:vortex-file-compressed	22981651	21316722	1.08
tpcds_q72/duckdb:vortex-file-compressed	182269114	179688144	1.01
tpcds_q73/duckdb:vortex-file-compressed	20352050	19924804	1.02
tpcds_q74/duckdb:vortex-file-compressed	53725314	51072502	1.05
tpcds_q75/duckdb:vortex-file-compressed	64052128	59706511	1.07
tpcds_q76/duckdb:vortex-file-compressed	68827100	71512547	0.96
tpcds_q77/duckdb:vortex-file-compressed	70460410	72155412	0.98
tpcds_q78/duckdb:vortex-file-compressed	81691505	77348477	1.06
tpcds_q79/duckdb:vortex-file-compressed	44622652	41133218	1.08
tpcds_q80/duckdb:vortex-file-compressed	95350910	97821735	0.97
tpcds_q81/duckdb:vortex-file-compressed	35743455	33484850	1.07
tpcds_q82/duckdb:vortex-file-compressed	24057452	23463985	1.03
tpcds_q83/duckdb:vortex-file-compressed	30210183	29180818	1.04
tpcds_q84/duckdb:vortex-file-compressed	18712218	17254946	1.08
tpcds_q85/duckdb:vortex-file-compressed	48800891	47029389	1.04
tpcds_q86/duckdb:vortex-file-compressed	17889005	18600333	0.96
tpcds_q87/duckdb:vortex-file-compressed	43877905	40648303	1.08
tpcds_q88/duckdb:vortex-file-compressed	38071002	35914303	1.06
tpcds_q89/duckdb:vortex-file-compressed	19118358	18644479	1.03
tpcds_q90/duckdb:vortex-file-compressed	16426237	16014884	1.03
tpcds_q91/duckdb:vortex-file-compressed	29076296	28530733	1.02
tpcds_q92/duckdb:vortex-file-compressed	15112947	14697129	1.03
tpcds_q93/duckdb:vortex-file-compressed	33299991	31071858	1.07
tpcds_q94/duckdb:vortex-file-compressed 🚨	25738457	22740755	1.13
tpcds_q95/duckdb:vortex-file-compressed	163515595	154877784	1.06
tpcds_q96/duckdb:vortex-file-compressed	12431688	12038271	1.03
tpcds_q97/duckdb:vortex-file-compressed	42547632	41288985	1.03
tpcds_q98/duckdb:vortex-file-compressed	19367806	18706732	1.04
tpcds_q99/duckdb:vortex-file-compressed 🚨	36102957	32685052	1.10

duckdb / vortex-compact (1.032x ➖, 1↑ 5↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact	36469338	34929774	1.04
tpcds_q02/duckdb:vortex-compact	129276810	128030589	1.01
tpcds_q03/duckdb:vortex-compact 🚨	52343626	47454773	1.10
tpcds_q04/duckdb:vortex-compact	132451166	126172389	1.05
tpcds_q05/duckdb:vortex-compact	166304128	168227845	0.99
tpcds_q06/duckdb:vortex-compact	39519431	37685708	1.05
tpcds_q07/duckdb:vortex-compact	36851842	37932107	0.97
tpcds_q08/duckdb:vortex-compact	29196893	27827203	1.05
tpcds_q09/duckdb:vortex-compact	114060928	112048700	1.02
tpcds_q10/duckdb:vortex-compact	49510262	47581959	1.04
tpcds_q11/duckdb:vortex-compact	79664237	75419265	1.06
tpcds_q12/duckdb:vortex-compact	20467199	19092647	1.07
tpcds_q13/duckdb:vortex-compact	51190330	51987041	0.98
tpcds_q14/duckdb:vortex-compact	277958350	281192296	0.99
tpcds_q15/duckdb:vortex-compact	48240540	44262864	1.09
tpcds_q16/duckdb:vortex-compact	40382998	38393462	1.05
tpcds_q17/duckdb:vortex-compact	53297660	48986188	1.09
tpcds_q18/duckdb:vortex-compact	73048336	67612154	1.08
tpcds_q19/duckdb:vortex-compact	41337119	39205564	1.05
tpcds_q20/duckdb:vortex-compact	22021753	20632237	1.07
tpcds_q21/duckdb:vortex-compact	28626642	27336492	1.05
tpcds_q22/duckdb:vortex-compact	129189771	118879986	1.09
tpcds_q23/duckdb:vortex-compact	163149157	168837372	0.97
tpcds_q24/duckdb:vortex-compact	75855668	71123565	1.07
tpcds_q25/duckdb:vortex-compact	51826764	49558768	1.05
tpcds_q26/duckdb:vortex-compact	53266856	51856899	1.03
tpcds_q27/duckdb:vortex-compact	135306571	130360597	1.04
tpcds_q28/duckdb:vortex-compact	110685709	109034941	1.02
tpcds_q29/duckdb:vortex-compact	50326608	49779661	1.01
tpcds_q30/duckdb:vortex-compact	37241404	35092469	1.06
tpcds_q31/duckdb:vortex-compact	30863684	30258638	1.02
tpcds_q32/duckdb:vortex-compact	24337688	24084494	1.01
tpcds_q33/duckdb:vortex-compact	134392986	131838533	1.02
tpcds_q34/duckdb:vortex-compact	23356410	22492698	1.04
tpcds_q35/duckdb:vortex-compact	74191063	69229277	1.07
tpcds_q36/duckdb:vortex-compact	34005599	33588084	1.01
tpcds_q37/duckdb:vortex-compact	33186193	32791733	1.01
tpcds_q38/duckdb:vortex-compact	42117216	38584607	1.09
tpcds_q39/duckdb:vortex-compact	54529853	51937450	1.05
tpcds_q40/duckdb:vortex-compact 🚨	34059918	30067628	1.13
tpcds_q41/duckdb:vortex-compact	17466555	16668713	1.05
tpcds_q42/duckdb:vortex-compact	15483636	14934960	1.04
tpcds_q43/duckdb:vortex-compact	23453436	22415628	1.05
tpcds_q44/duckdb:vortex-compact	31537778	29753757	1.06
tpcds_q45/duckdb:vortex-compact	35273540	32939003	1.07
tpcds_q46/duckdb:vortex-compact	60645507	58051443	1.04
tpcds_q47/duckdb:vortex-compact	57338214	55784082	1.03
tpcds_q48/duckdb:vortex-compact	41987563	40066662	1.05
tpcds_q49/duckdb:vortex-compact	49919547	48745878	1.02
tpcds_q50/duckdb:vortex-compact	38862810	37936315	1.02
tpcds_q51/duckdb:vortex-compact	105954417	105618009	1.00
tpcds_q52/duckdb:vortex-compact	16356010	14938851	1.09
tpcds_q53/duckdb:vortex-compact	23040216	22183310	1.04
tpcds_q54/duckdb:vortex-compact	87829095	88833558	0.99
tpcds_q55/duckdb:vortex-compact 🚨	16710536	15032039	1.11
tpcds_q56/duckdb:vortex-compact	129019068	129821282	0.99
tpcds_q57/duckdb:vortex-compact	51967016	49317247	1.05
tpcds_q58/duckdb:vortex-compact	43821900	42421227	1.03
tpcds_q59/duckdb:vortex-compact	77494905	76403318	1.01
tpcds_q60/duckdb:vortex-compact	138635063	132604000	1.05
tpcds_q61/duckdb:vortex-compact	47253519	45178096	1.05
tpcds_q62/duckdb:vortex-compact	23212372	22473564	1.03
tpcds_q63/duckdb:vortex-compact	22135196	21405805	1.03
tpcds_q64/duckdb:vortex-compact	103572017	100794733	1.03
tpcds_q65/duckdb:vortex-compact	27691051	28900259	0.96
tpcds_q66/duckdb:vortex-compact	99319900	101264036	0.98
tpcds_q67/duckdb:vortex-compact	156580580	149639657	1.05
tpcds_q68/duckdb:vortex-compact	53188820	50675149	1.05
tpcds_q69/duckdb:vortex-compact	49560120	47677888	1.04
tpcds_q70/duckdb:vortex-compact	28557560	28307323	1.01
tpcds_q71/duckdb:vortex-compact	27259797	25899416	1.05
tpcds_q72/duckdb:vortex-compact	196891884	198152441	0.99
tpcds_q73/duckdb:vortex-compact	23402531	22831829	1.02
tpcds_q74/duckdb:vortex-compact	57521246	58530464	0.98
tpcds_q75/duckdb:vortex-compact	77166930	72922076	1.06
tpcds_q76/duckdb:vortex-compact	129523231	129154734	1.00
tpcds_q77/duckdb:vortex-compact	128933400	134112569	0.96
tpcds_q78/duckdb:vortex-compact	94267346	87649393	1.08
tpcds_q79/duckdb:vortex-compact	75324397	70640766	1.07
tpcds_q80/duckdb:vortex-compact	163417417	163956649	1.00
tpcds_q81/duckdb:vortex-compact	42839676	40893542	1.05
tpcds_q82/duckdb:vortex-compact	32259869	32077851	1.01
tpcds_q83/duckdb:vortex-compact	48740797	48840475	1.00
tpcds_q84/duckdb:vortex-compact	22556035	22263015	1.01
tpcds_q85/duckdb:vortex-compact	64565498	64257976	1.00
tpcds_q86/duckdb:vortex-compact 🚀	21168290	24220332	0.87
tpcds_q87/duckdb:vortex-compact	43436262	43903081	0.99
tpcds_q88/duckdb:vortex-compact	35982943	35516896	1.01
tpcds_q89/duckdb:vortex-compact	22543009	22146813	1.02
tpcds_q90/duckdb:vortex-compact	16818434	16335222	1.03
tpcds_q91/duckdb:vortex-compact	49264796	45421900	1.08
tpcds_q92/duckdb:vortex-compact	21530218	23448683	0.92
tpcds_q93/duckdb:vortex-compact 🚨	39990075	36145852	1.11
tpcds_q94/duckdb:vortex-compact	28841648	30036736	0.96
tpcds_q95/duckdb:vortex-compact	178556964	164922439	1.08
tpcds_q96/duckdb:vortex-compact	11942370	11749279	1.02
tpcds_q97/duckdb:vortex-compact	45519739	42161031	1.08
tpcds_q98/duckdb:vortex-compact	24269537	24271268	1.00
tpcds_q99/duckdb:vortex-compact 🚨	40070645	36346445	1.10

duckdb / parquet (1.046x ➖, 0↑ 11↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	47196021	45441297	1.04
tpcds_q02/duckdb:parquet	62906437	60383012	1.04
tpcds_q03/duckdb:parquet	12737761	11730192	1.09
tpcds_q04/duckdb:parquet	132437608	126196592	1.05
tpcds_q05/duckdb:parquet	72595135	69823916	1.04
tpcds_q06/duckdb:parquet 🚨	33655897	28580560	1.18
tpcds_q07/duckdb:parquet	24664347	23339547	1.06
tpcds_q08/duckdb:parquet	29632489	28724342	1.03
tpcds_q09/duckdb:parquet	41352245	39434198	1.05
tpcds_q10/duckdb:parquet	38229403	36703439	1.04
tpcds_q11/duckdb:parquet	94234980	87789358	1.07
tpcds_q12/duckdb:parquet 🚨	16194765	14579722	1.11
tpcds_q13/duckdb:parquet	37388146	34209030	1.09
tpcds_q14/duckdb:parquet	173841475	162950435	1.07
tpcds_q15/duckdb:parquet	32406307	29909428	1.08
tpcds_q16/duckdb:parquet 🚨	23199130	20850678	1.11
tpcds_q17/duckdb:parquet	42293914	39377080	1.07
tpcds_q18/duckdb:parquet	48654221	46348932	1.05
tpcds_q19/duckdb:parquet 🚨	32250635	28871347	1.12
tpcds_q20/duckdb:parquet	15519090	15255220	1.02
tpcds_q21/duckdb:parquet	13318398	12838262	1.04
tpcds_q22/duckdb:parquet	76040925	69599517	1.09
tpcds_q23/duckdb:parquet	124595687	117248908	1.06
tpcds_q24/duckdb:parquet	48524619	46075697	1.05
tpcds_q25/duckdb:parquet 🚨	36165077	32647858	1.11
tpcds_q26/duckdb:parquet 🚨	40238098	36184197	1.11
tpcds_q27/duckdb:parquet	92128782	88082524	1.05
tpcds_q28/duckdb:parquet	38744808	37032915	1.05
tpcds_q29/duckdb:parquet	38694048	36010548	1.07
tpcds_q30/duckdb:parquet	41582156	40081239	1.04
tpcds_q31/duckdb:parquet	24362550	23622576	1.03
tpcds_q32/duckdb:parquet 🚨	12017026	10812538	1.11
tpcds_q33/duckdb:parquet	73049354	72831943	1.00
tpcds_q34/duckdb:parquet	21547275	21338560	1.01
tpcds_q35/duckdb:parquet	64062902	61351594	1.04
tpcds_q36/duckdb:parquet	21215169	21429796	0.99
tpcds_q37/duckdb:parquet	14239046	13696346	1.04
tpcds_q38/duckdb:parquet	34921875	34881830	1.00
tpcds_q39/duckdb:parquet	33837166	33656162	1.01
tpcds_q40/duckdb:parquet	19295619	18617675	1.04
tpcds_q41/duckdb:parquet 🚨	8303402	7468377	1.11
tpcds_q42/duckdb:parquet	11287420	10523894	1.07
tpcds_q43/duckdb:parquet	16435035	15893778	1.03
tpcds_q44/duckdb:parquet	22935583	20955747	1.09
tpcds_q45/duckdb:parquet	28307706	25974737	1.09
tpcds_q46/duckdb:parquet	49871130	45483643	1.10
tpcds_q47/duckdb:parquet	47137675	46088873	1.02
tpcds_q48/duckdb:parquet	33044144	31107838	1.06
tpcds_q49/duckdb:parquet	24928103	24426397	1.02
tpcds_q50/duckdb:parquet	26031492	24610369	1.06
tpcds_q51/duckdb:parquet	100183351	94352743	1.06
tpcds_q52/duckdb:parquet	11599034	11067119	1.05
tpcds_q53/duckdb:parquet	16826581	16266206	1.03
tpcds_q54/duckdb:parquet 🚨	44592135	40493981	1.10
tpcds_q55/duckdb:parquet	11218658	10935014	1.03
tpcds_q56/duckdb:parquet	67976109	66479558	1.02
tpcds_q57/duckdb:parquet	35587533	34939559	1.02
tpcds_q58/duckdb:parquet	22530724	21155865	1.06
tpcds_q59/duckdb:parquet	37246026	35977120	1.04
tpcds_q60/duckdb:parquet	74247908	68820862	1.08
tpcds_q61/duckdb:parquet	30085431	29999642	1.00
tpcds_q62/duckdb:parquet	11994691	12277813	0.98
tpcds_q63/duckdb:parquet	16217943	16048690	1.01
tpcds_q64/duckdb:parquet	78322685	74380649	1.05
tpcds_q65/duckdb:parquet	20804957	19860195	1.05
tpcds_q66/duckdb:parquet	54839623	53771029	1.02
tpcds_q67/duckdb:parquet	143880738	137143879	1.05
tpcds_q68/duckdb:parquet	38908256	38244611	1.02
tpcds_q69/duckdb:parquet	39765631	38220239	1.04
tpcds_q70/duckdb:parquet	20439118	20313808	1.01
tpcds_q71/duckdb:parquet	19170239	18665444	1.03
tpcds_q72/duckdb:parquet	170180552	165603083	1.03
tpcds_q73/duckdb:parquet	19152932	18295103	1.05
tpcds_q74/duckdb:parquet	51137017	49763455	1.03
tpcds_q75/duckdb:parquet	56274084	53210376	1.06
tpcds_q76/duckdb:parquet	68445687	74232810	0.92
tpcds_q77/duckdb:parquet	62939933	64909829	0.97
tpcds_q78/duckdb:parquet	78052202	74842878	1.04
tpcds_q79/duckdb:parquet	28306868	27422600	1.03
tpcds_q80/duckdb:parquet 🚨	91258212	82493109	1.11
tpcds_q81/duckdb:parquet	48931758	47351588	1.03
tpcds_q82/duckdb:parquet	16571498	15755745	1.05
tpcds_q83/duckdb:parquet	17254888	16194235	1.07
tpcds_q84/duckdb:parquet	20132400	19729782	1.02
tpcds_q85/duckdb:parquet 🚨	42431579	38370134	1.11
tpcds_q86/duckdb:parquet	12600123	12153291	1.04
tpcds_q87/duckdb:parquet	37051949	38094113	0.97
tpcds_q88/duckdb:parquet	29961360	29588630	1.01
tpcds_q89/duckdb:parquet	18340104	17566952	1.04
tpcds_q90/duckdb:parquet	8186477	8232696	0.99
tpcds_q91/duckdb:parquet	24396838	23888709	1.02
tpcds_q92/duckdb:parquet	12314424	11820025	1.04
tpcds_q93/duckdb:parquet	32469375	30073982	1.08
tpcds_q94/duckdb:parquet	16443548	16752370	0.98
tpcds_q95/duckdb:parquet	148177241	147020385	1.01
tpcds_q96/duckdb:parquet	10183824	9344638	1.09
tpcds_q97/duckdb:parquet	38561501	36029805	1.07
tpcds_q98/duckdb:parquet	18684034	17989549	1.04
tpcds_q99/duckdb:parquet	20496225	20735931	0.99

duckdb / duckdb (1.045x ➖, 0↑ 10↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	19401500	19078059	1.02
tpcds_q02/duckdb:duckdb	19731636	18363971	1.07
tpcds_q03/duckdb:duckdb 🚨	8849820	8008245	1.11
tpcds_q04/duckdb:duckdb	164485626	163387311	1.01
tpcds_q05/duckdb:duckdb	18888794	20268339	0.93
tpcds_q06/duckdb:duckdb	23341233	21889654	1.07
tpcds_q07/duckdb:duckdb	38676046	38930941	0.99
tpcds_q08/duckdb:duckdb	121206452	119881691	1.01
tpcds_q09/duckdb:duckdb	20224334	19906814	1.02
tpcds_q10/duckdb:duckdb	24121111	23499217	1.03
tpcds_q11/duckdb:duckdb	146028519	141438522	1.03
tpcds_q12/duckdb:duckdb	12372031	11375577	1.09
tpcds_q13/duckdb:duckdb	24708319	23276478	1.06
tpcds_q14/duckdb:duckdb	96094937	93664970	1.03
tpcds_q15/duckdb:duckdb	25425635	23150431	1.10
tpcds_q16/duckdb:duckdb	16933265	17861258	0.95
tpcds_q17/duckdb:duckdb	21730452	20982734	1.04
tpcds_q18/duckdb:duckdb	45385425	44250762	1.03
tpcds_q19/duckdb:duckdb	16767042	15765102	1.06
tpcds_q20/duckdb:duckdb	11829091	12312018	0.96
tpcds_q21/duckdb:duckdb 🚨	8145058	6639779	1.23
tpcds_q22/duckdb:duckdb	62430015	60691350	1.03
tpcds_q23/duckdb:duckdb	81627745	80257608	1.02
tpcds_q24/duckdb:duckdb 🚨	26500783	22873594	1.16
tpcds_q25/duckdb:duckdb	16454404	17291474	0.95
tpcds_q26/duckdb:duckdb	25251729	26648511	0.95
tpcds_q27/duckdb:duckdb	41595936	39703561	1.05
tpcds_q28/duckdb:duckdb	21921031	21214968	1.03
tpcds_q29/duckdb:duckdb	20719933	19983406	1.04
tpcds_q30/duckdb:duckdb	31358733	29105607	1.08
tpcds_q31/duckdb:duckdb	21300810	20213293	1.05
tpcds_q32/duckdb:duckdb	7623338	7073145	1.08
tpcds_q33/duckdb:duckdb	12868511	12239166	1.05
tpcds_q34/duckdb:duckdb 🚨	16790764	14541654	1.15
tpcds_q35/duckdb:duckdb	34145699	34175149	1.00
tpcds_q36/duckdb:duckdb	74439127	70712090	1.05
tpcds_q37/duckdb:duckdb 🚨	8181241	7018435	1.17
tpcds_q38/duckdb:duckdb	33471219	31374151	1.07
tpcds_q39/duckdb:duckdb	27986113	25590476	1.09
tpcds_q40/duckdb:duckdb	14165749	13069408	1.08
tpcds_q41/duckdb:duckdb	8553022	7984328	1.07
tpcds_q42/duckdb:duckdb	6578769	6178389	1.06
tpcds_q43/duckdb:duckdb	11552952	11182144	1.03
tpcds_q44/duckdb:duckdb	13768141	13650233	1.01
tpcds_q45/duckdb:duckdb	17667214	17260843	1.02
tpcds_q46/duckdb:duckdb	39134202	35685546	1.10
tpcds_q47/duckdb:duckdb	42746262	40713177	1.05
tpcds_q48/duckdb:duckdb	22375784	21458296	1.04
tpcds_q49/duckdb:duckdb 🚨	17881500	15812693	1.13
tpcds_q50/duckdb:duckdb	14664742	14097309	1.04
tpcds_q51/duckdb:duckdb	93254079	92103193	1.01
tpcds_q52/duckdb:duckdb	7525661	7847772	0.96
tpcds_q53/duckdb:duckdb	12204345	11663595	1.05
tpcds_q54/duckdb:duckdb	16823087	16136070	1.04
tpcds_q55/duckdb:duckdb	7448636	6783991	1.10
tpcds_q56/duckdb:duckdb	13985457	13802375	1.01
tpcds_q57/duckdb:duckdb	33936920	32511839	1.04
tpcds_q58/duckdb:duckdb	12053701	12482837	0.97
tpcds_q59/duckdb:duckdb	35531397	34268106	1.04
tpcds_q60/duckdb:duckdb	15319285	14676795	1.04
tpcds_q61/duckdb:duckdb	14288612	13921827	1.03
tpcds_q62/duckdb:duckdb	9721074	9837134	0.99
tpcds_q63/duckdb:duckdb	10830729	11467062	0.94
tpcds_q64/duckdb:duckdb	55225609	51672326	1.07
tpcds_q65/duckdb:duckdb 🚨	35989607	31231478	1.15
tpcds_q66/duckdb:duckdb	26110304	24720936	1.06
tpcds_q67/duckdb:duckdb	135105815	132725421	1.02
tpcds_q68/duckdb:duckdb 🚨	27242627	24621707	1.11
tpcds_q69/duckdb:duckdb	25486245	23250083	1.10
tpcds_q70/duckdb:duckdb	14917864	15001158	0.99
tpcds_q71/duckdb:duckdb	12317239	12588939	0.98
tpcds_q72/duckdb:duckdb	43756310	41588179	1.05
tpcds_q73/duckdb:duckdb	11144776	10262861	1.09
tpcds_q74/duckdb:duckdb	100639525	97899446	1.03
tpcds_q75/duckdb:duckdb	43988144	41751036	1.05
tpcds_q76/duckdb:duckdb	11914821	11902844	1.00
tpcds_q77/duckdb:duckdb	12581136	11522515	1.09
tpcds_q78/duckdb:duckdb	63737417	63374593	1.01
tpcds_q79/duckdb:duckdb	19522415	17799731	1.10
tpcds_q80/duckdb:duckdb	28717698	27810335	1.03
tpcds_q81/duckdb:duckdb	40827108	38215547	1.07
tpcds_q82/duckdb:duckdb	9243075	8448636	1.09
tpcds_q83/duckdb:duckdb	9712858	9209748	1.05
tpcds_q84/duckdb:duckdb 🚨	15354154	13397354	1.15
tpcds_q85/duckdb:duckdb	24531702	23535837	1.04
tpcds_q86/duckdb:duckdb	10576317	10669338	0.99
tpcds_q87/duckdb:duckdb	34610923	33018618	1.05
tpcds_q88/duckdb:duckdb	24494229	24064562	1.02
tpcds_q89/duckdb:duckdb	13505925	13272550	1.02
tpcds_q90/duckdb:duckdb	5893272	5483368	1.07
tpcds_q91/duckdb:duckdb	12553162	13082774	0.96
tpcds_q92/duckdb:duckdb	9005394	8985807	1.00
tpcds_q93/duckdb:duckdb 🚨	23859847	21570438	1.11
tpcds_q94/duckdb:duckdb	12953764	12683344	1.02
tpcds_q95/duckdb:duckdb	132090133	123206097	1.07
tpcds_q96/duckdb:duckdb	4941146	4600926	1.07
tpcds_q97/duckdb:duckdb	31946871	29788701	1.07
tpcds_q98/duckdb:duckdb	14037119	13518260	1.04
tpcds_q99/duckdb:duckdb	17009006	16137092	1.05

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+7.0%	+4.1%	+2.8%	+13.8%	➖ noise
1	datafusion:vortex-file-compressed	+4.6%	+4.1%	+0.5%	+16.6%	➖ noise
1	duckdb:duckdb	+1.7%	+4.1%	-2.3%	+14.3%	➖ noise
1	duckdb:vortex-compact	+4.4%	+4.1%	+0.3%	+12.1%	➖ noise
1	duckdb:vortex-file-compressed	+6.4%	+4.1%	+2.3%	+17.2%	➖ noise
2	datafusion:vortex-compact	+7.2%	+5.6%	+1.5%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+4.1%	+5.6%	-1.4%	+10.0%	➖ noise
2	duckdb:duckdb	+7.4%	+5.6%	+1.7%	+13.8%	➖ noise
2	duckdb:vortex-compact	+1.0%	+5.6%	-4.4%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+9.3%	+5.6%	+3.5%	+10.0%	➖ noise
3	datafusion:vortex-compact	-1.5%	+7.3%	-8.2%	+10.7%	➖ noise
3	datafusion:vortex-file-compressed	+11.6%	+7.3%	+4.0%	+12.3%	➖ noise
3	duckdb:duckdb	+10.5%	+7.3%	+3.0%	+14.4%	➖ noise
3	duckdb:vortex-compact	+10.3%	+7.3%	+2.8%	+14.1%	➖ noise
3	duckdb:vortex-file-compressed	+4.2%	+7.3%	-2.9%	+10.0%	➖ noise
4	datafusion:vortex-compact	+1.8%	+6.2%	-4.1%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+3.9%	+6.2%	-2.2%	+10.0%	➖ noise
4	duckdb:duckdb	+0.7%	+6.2%	-5.2%	+10.0%	➖ noise
4	duckdb:vortex-compact	+5.0%	+6.2%	-1.1%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+4.3%	+6.2%	-1.7%	+10.0%	➖ noise
5	datafusion:vortex-compact	+6.5%	+7.6%	-1.1%	+12.2%	➖ noise
5	datafusion:vortex-file-compressed	+4.2%	+7.6%	-3.2%	+17.1%	➖ noise
5	duckdb:duckdb	-6.8%	+7.6%	-13.4%	+12.4%	✅ faster
5	duckdb:vortex-compact	-1.1%	+7.6%	-8.2%	+10.1%	➖ noise
5	duckdb:vortex-file-compressed	+3.8%	+7.6%	-3.6%	+10.0%	➖ noise
6	datafusion:vortex-compact	+2.8%	+7.5%	-4.4%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+3.0%	+7.5%	-4.2%	+10.0%	➖ noise
6	duckdb:duckdb	+6.6%	+7.5%	-0.8%	+13.4%	➖ noise
6	duckdb:vortex-compact	+4.9%	+7.5%	-2.4%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+8.5%	+7.5%	+1.0%	+10.0%	➖ noise
7	datafusion:vortex-compact	+6.8%	+7.0%	-0.1%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+4.6%	+7.0%	-2.2%	+10.0%	➖ noise
7	duckdb:duckdb	-0.7%	+7.0%	-7.1%	+18.5%	➖ noise
7	duckdb:vortex-compact	-2.8%	+7.0%	-9.2%	+10.3%	➖ noise
7	duckdb:vortex-file-compressed	+0.9%	+7.0%	-5.7%	+10.0%	➖ noise
8	datafusion:vortex-compact	+2.8%	+2.2%	+0.6%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+12.0%	+2.2%	+9.6%	+10.0%	➖ noise
8	duckdb:duckdb	+1.1%	+2.2%	-1.1%	+10.0%	➖ noise
8	duckdb:vortex-compact	+4.9%	+2.2%	+2.7%	+11.0%	➖ noise
8	duckdb:vortex-file-compressed	+4.3%	+2.2%	+2.1%	+10.0%	➖ noise
9	datafusion:vortex-compact	-1.5%	+6.5%	-7.5%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+4.5%	+6.5%	-1.9%	+10.0%	➖ noise
9	duckdb:duckdb	+1.6%	+6.5%	-4.6%	+10.0%	➖ noise
9	duckdb:vortex-compact	+1.8%	+6.5%	-4.4%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+6.1%	+6.5%	-0.4%	+10.0%	➖ noise
10	datafusion:vortex-compact	+0.4%	+6.1%	-5.4%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+5.1%	+6.1%	-0.9%	+10.0%	➖ noise
10	duckdb:duckdb	+2.6%	+6.1%	-3.2%	+10.0%	➖ noise
10	duckdb:vortex-compact	+4.1%	+6.1%	-1.9%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+6.6%	+6.1%	+0.5%	+10.0%	➖ noise
11	datafusion:vortex-compact	+1.3%	+6.7%	-5.1%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+4.0%	+6.7%	-2.6%	+10.0%	➖ noise
11	duckdb:duckdb	+3.2%	+6.7%	-3.2%	+12.8%	➖ noise
11	duckdb:vortex-compact	+5.6%	+6.7%	-1.0%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+3.4%	+6.7%	-3.1%	+10.0%	➖ noise
12	datafusion:vortex-compact	+3.5%	+7.9%	-4.1%	+11.1%	➖ noise
12	datafusion:vortex-file-compressed	+6.6%	+7.9%	-1.3%	+10.4%	➖ noise
12	duckdb:duckdb	+8.8%	+7.9%	+0.8%	+11.3%	➖ noise
12	duckdb:vortex-compact	+7.2%	+7.9%	-0.7%	+12.0%	➖ noise
12	duckdb:vortex-file-compressed	+10.0%	+7.9%	+1.9%	+13.9%	➖ noise
13	datafusion:vortex-compact	+5.7%	+5.9%	-0.2%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+1.3%	+5.9%	-4.3%	+10.0%	➖ noise
13	duckdb:duckdb	+6.2%	+5.9%	+0.2%	+10.0%	➖ noise
13	duckdb:vortex-compact	-1.5%	+5.9%	-7.0%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+3.8%	+5.9%	-2.0%	+10.0%	➖ noise
14	datafusion:vortex-compact	+2.3%	+4.6%	-2.1%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+5.5%	+4.6%	+0.9%	+10.0%	➖ noise
14	duckdb:duckdb	+2.6%	+4.6%	-1.9%	+10.0%	➖ noise
14	duckdb:vortex-compact	-1.2%	+4.6%	-5.5%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+6.2%	+4.6%	+1.6%	+10.0%	➖ noise
15	datafusion:vortex-compact	+3.8%	+3.4%	+0.4%	+14.9%	➖ noise
15	datafusion:vortex-file-compressed	+7.7%	+3.4%	+4.2%	+10.1%	➖ noise
15	duckdb:duckdb	+9.8%	+3.4%	+6.2%	+10.0%	➖ noise
15	duckdb:vortex-compact	+9.0%	+3.4%	+5.4%	+16.5%	➖ noise
15	duckdb:vortex-file-compressed	-0.5%	+3.4%	-3.8%	+13.1%	➖ noise
16	datafusion:vortex-compact	+0.2%	+9.2%	-8.3%	+16.3%	➖ noise
16	datafusion:vortex-file-compressed	+6.1%	+9.2%	-2.8%	+10.0%	➖ noise
16	duckdb:duckdb	-5.2%	+9.2%	-13.2%	+15.7%	➖ noise
16	duckdb:vortex-compact	+5.2%	+9.2%	-3.7%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-5.3%	+9.2%	-13.3%	+11.4%	✅ faster
17	datafusion:vortex-compact	+1.9%	+4.9%	-2.8%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+4.4%	+4.9%	-0.4%	+10.0%	➖ noise
17	duckdb:duckdb	+3.6%	+4.9%	-1.3%	+10.0%	➖ noise
17	duckdb:vortex-compact	+8.8%	+4.9%	+3.7%	+12.9%	➖ noise
17	duckdb:vortex-file-compressed	+3.3%	+4.9%	-1.5%	+10.0%	➖ noise
18	datafusion:vortex-compact	+4.7%	+3.4%	+1.3%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+4.0%	+3.4%	+0.7%	+10.0%	➖ noise
18	duckdb:duckdb	+2.6%	+3.4%	-0.8%	+10.4%	➖ noise
18	duckdb:vortex-compact	+8.0%	+3.4%	+4.5%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+5.0%	+3.4%	+1.6%	+10.0%	➖ noise
19	datafusion:vortex-compact	+6.4%	+7.6%	-1.1%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+3.7%	+7.6%	-3.7%	+10.0%	➖ noise
19	duckdb:duckdb	+6.4%	+7.6%	-1.2%	+10.0%	➖ noise
19	duckdb:vortex-compact	+5.4%	+7.6%	-2.0%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	+2.8%	+7.6%	-4.5%	+10.0%	➖ noise
20	datafusion:vortex-compact	+5.2%	+3.0%	+2.2%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	+6.2%	+3.0%	+3.2%	+10.0%	➖ noise
20	duckdb:duckdb	-3.9%	+3.0%	-6.7%	+11.4%	➖ noise
20	duckdb:vortex-compact	+6.7%	+3.0%	+3.7%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	+8.2%	+3.0%	+5.1%	+10.0%	➖ noise
21	datafusion:vortex-compact	+0.2%	+1.9%	-1.6%	+11.4%	➖ noise
21	datafusion:vortex-file-compressed	+5.4%	+1.9%	+3.4%	+10.3%	➖ noise
21	duckdb:duckdb	+22.7%	+1.9%	+20.4%	+21.3%	➖ noise
21	duckdb:vortex-compact	+4.7%	+1.9%	+2.8%	+11.7%	➖ noise
21	duckdb:vortex-file-compressed	-6.6%	+1.9%	-8.3%	+17.0%	➖ noise
22	datafusion:vortex-compact	+1.9%	+7.4%	-5.1%	+12.3%	➖ noise
22	datafusion:vortex-file-compressed	+11.7%	+7.4%	+4.0%	+12.3%	➖ noise
22	duckdb:duckdb	+2.9%	+7.4%	-4.2%	+11.2%	➖ noise
22	duckdb:vortex-compact	+8.7%	+7.4%	+1.2%	+11.3%	➖ noise
22	duckdb:vortex-file-compressed	+1.8%	+7.4%	-5.2%	+11.2%	➖ noise
23	datafusion:vortex-compact	+2.5%	+4.6%	-2.1%	+10.0%	➖ noise
23	datafusion:vortex-file-compressed	+3.3%	+4.6%	-1.3%	+10.0%	➖ noise
23	duckdb:duckdb	+1.7%	+4.6%	-2.8%	+15.4%	➖ noise
23	duckdb:vortex-compact	-3.4%	+4.6%	-7.7%	+13.2%	➖ noise
23	duckdb:vortex-file-compressed	+2.2%	+4.6%	-2.3%	+10.0%	➖ noise
24	datafusion:vortex-compact	+2.1%	+3.4%	-1.2%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	+5.9%	+3.4%	+2.4%	+10.0%	➖ noise
24	duckdb:duckdb	+15.9%	+3.4%	+12.1%	+10.0%	🚨 regression
24	duckdb:vortex-compact	+6.7%	+3.4%	+3.2%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	+0.1%	+3.4%	-3.2%	+10.0%	➖ noise
25	datafusion:vortex-compact	+4.5%	+6.4%	-1.8%	+10.0%	➖ noise
25	datafusion:vortex-file-compressed	+0.3%	+6.4%	-5.7%	+10.0%	➖ noise
25	duckdb:duckdb	-4.8%	+6.4%	-10.5%	+10.0%	✅ faster
25	duckdb:vortex-compact	+4.6%	+6.4%	-1.7%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	+4.3%	+6.4%	-1.9%	+10.0%	➖ noise
26	datafusion:vortex-compact	+5.2%	+7.8%	-2.4%	+10.0%	➖ noise
26	datafusion:vortex-file-compressed	+9.0%	+7.8%	+1.2%	+10.0%	➖ noise
26	duckdb:duckdb	-5.2%	+7.8%	-12.1%	+17.6%	➖ noise
26	duckdb:vortex-compact	+2.7%	+7.8%	-4.7%	+15.9%	➖ noise
26	duckdb:vortex-file-compressed	+7.3%	+7.8%	-0.4%	+12.0%	➖ noise
27	datafusion:vortex-compact	+1.8%	+4.2%	-2.3%	+10.0%	➖ noise
27	datafusion:vortex-file-compressed	+3.3%	+4.2%	-0.9%	+10.0%	➖ noise
27	duckdb:duckdb	+4.8%	+4.2%	+0.5%	+14.4%	➖ noise
27	duckdb:vortex-compact	+3.8%	+4.2%	-0.4%	+10.0%	➖ noise
27	duckdb:vortex-file-compressed	+3.3%	+4.2%	-0.9%	+10.0%	➖ noise
28	datafusion:vortex-compact	+1.7%	+4.7%	-2.8%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+2.5%	+4.7%	-2.0%	+10.0%	➖ noise
28	duckdb:duckdb	+3.3%	+4.7%	-1.3%	+10.0%	➖ noise
28	duckdb:vortex-compact	+1.5%	+4.7%	-3.0%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+5.1%	+4.7%	+0.4%	+10.0%	➖ noise
29	datafusion:vortex-compact	+5.2%	+4.3%	+0.8%	+10.1%	➖ noise
29	datafusion:vortex-file-compressed	+5.6%	+4.3%	+1.2%	+10.0%	➖ noise
29	duckdb:duckdb	+3.7%	+4.3%	-0.6%	+12.6%	➖ noise
29	duckdb:vortex-compact	+1.1%	+4.3%	-3.1%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	+6.1%	+4.3%	+1.7%	+11.7%	➖ noise
30	datafusion:vortex-compact	+5.8%	+1.7%	+4.1%	+10.5%	➖ noise
30	datafusion:vortex-file-compressed	+2.0%	+1.7%	+0.3%	+10.0%	➖ noise
30	duckdb:duckdb	+7.7%	+1.7%	+5.9%	+10.0%	➖ noise
30	duckdb:vortex-compact	+6.1%	+1.7%	+4.4%	+13.4%	➖ noise
30	duckdb:vortex-file-compressed	+4.5%	+1.7%	+2.8%	+10.2%	➖ noise
31	datafusion:vortex-compact	+5.2%	+3.9%	+1.3%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+6.6%	+3.9%	+2.6%	+10.0%	➖ noise
31	duckdb:duckdb	+5.4%	+3.9%	+1.4%	+12.5%	➖ noise
31	duckdb:vortex-compact	+2.0%	+3.9%	-1.8%	+10.2%	➖ noise
31	duckdb:vortex-file-compressed	+4.2%	+3.9%	+0.3%	+15.5%	➖ noise
32	datafusion:vortex-compact	+8.5%	+8.4%	+0.1%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	+3.3%	+8.4%	-4.7%	+11.8%	➖ noise
32	duckdb:duckdb	+7.8%	+8.4%	-0.6%	+11.6%	➖ noise
32	duckdb:vortex-compact	+1.1%	+8.4%	-6.8%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	-1.7%	+8.4%	-9.3%	+10.0%	✅ faster
33	datafusion:vortex-compact	+4.1%	+1.8%	+2.3%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	+1.9%	+1.8%	+0.2%	+10.0%	➖ noise
33	duckdb:duckdb	+5.1%	+1.8%	+3.3%	+10.0%	➖ noise
33	duckdb:vortex-compact	+1.9%	+1.8%	+0.2%	+10.5%	➖ noise
33	duckdb:vortex-file-compressed	-9.6%	+1.8%	-11.2%	+11.1%	✅ faster
34	datafusion:vortex-compact	+4.7%	+2.9%	+1.7%	+13.6%	➖ noise
34	datafusion:vortex-file-compressed	+3.3%	+2.9%	+0.3%	+10.0%	➖ noise
34	duckdb:duckdb	+15.5%	+2.9%	+12.2%	+12.0%	🚨 regression
34	duckdb:vortex-compact	+3.8%	+2.9%	+0.9%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	+2.6%	+2.9%	-0.4%	+10.0%	➖ noise
35	datafusion:vortex-compact	+5.9%	+5.6%	+0.2%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	+3.8%	+5.6%	-1.7%	+10.0%	➖ noise
35	duckdb:duckdb	-0.1%	+5.6%	-5.4%	+12.8%	➖ noise
35	duckdb:vortex-compact	+7.2%	+5.6%	+1.5%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	+1.2%	+5.6%	-4.2%	+10.0%	➖ noise
36	datafusion:vortex-compact	+6.8%	+4.3%	+2.4%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	+5.4%	+4.3%	+1.1%	+10.0%	➖ noise
36	duckdb:duckdb	+5.3%	+4.3%	+0.9%	+10.0%	➖ noise
36	duckdb:vortex-compact	+1.2%	+4.3%	-2.9%	+10.0%	➖ noise
36	duckdb:vortex-file-compressed	-4.0%	+4.3%	-7.9%	+14.4%	➖ noise
37	datafusion:vortex-compact	+5.4%	+4.8%	+0.6%	+10.0%	➖ noise
37	datafusion:vortex-file-compressed	+2.6%	+4.8%	-2.1%	+13.9%	➖ noise
37	duckdb:duckdb	+16.6%	+4.8%	+11.2%	+16.2%	➖ noise
37	duckdb:vortex-compact	+1.2%	+4.8%	-3.4%	+13.3%	➖ noise
37	duckdb:vortex-file-compressed	+10.7%	+4.8%	+5.6%	+15.8%	➖ noise
38	datafusion:vortex-compact	+1.1%	+3.2%	-2.0%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	+5.3%	+3.2%	+2.0%	+10.0%	➖ noise
38	duckdb:duckdb	+6.7%	+3.2%	+3.4%	+13.9%	➖ noise
38	duckdb:vortex-compact	+9.2%	+3.2%	+5.8%	+10.0%	➖ noise
38	duckdb:vortex-file-compressed	+0.4%	+3.2%	-2.7%	+16.4%	➖ noise
39	datafusion:vortex-compact	+4.5%	+3.1%	+1.3%	+11.3%	➖ noise
39	datafusion:vortex-file-compressed	+10.9%	+3.1%	+7.5%	+14.1%	➖ noise
39	duckdb:duckdb	+9.4%	+3.1%	+6.0%	+11.6%	➖ noise
39	duckdb:vortex-compact	+5.0%	+3.1%	+1.8%	+15.0%	➖ noise
39	duckdb:vortex-file-compressed	-0.4%	+3.1%	-3.5%	+12.8%	➖ noise
40	datafusion:vortex-compact	+8.1%	+3.3%	+4.5%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	+5.0%	+3.3%	+1.6%	+10.0%	➖ noise
40	duckdb:duckdb	+8.4%	+3.3%	+4.9%	+10.0%	➖ noise
40	duckdb:vortex-compact	+13.3%	+3.3%	+9.6%	+12.5%	➖ noise
40	duckdb:vortex-file-compressed	+6.0%	+3.3%	+2.6%	+10.0%	➖ noise
41	datafusion:vortex-compact	+5.0%	+6.8%	-1.7%	+10.0%	➖ noise
41	datafusion:vortex-file-compressed	+10.7%	+6.8%	+3.6%	+10.5%	➖ noise
41	duckdb:duckdb	+7.1%	+6.8%	+0.3%	+10.0%	➖ noise
41	duckdb:vortex-compact	+4.8%	+6.8%	-1.9%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	+2.5%	+6.8%	-4.0%	+10.0%	➖ noise
42	datafusion:vortex-compact	+8.2%	+2.1%	+5.9%	+14.1%	➖ noise
42	datafusion:vortex-file-compressed	+7.2%	+2.1%	+5.0%	+12.9%	➖ noise
42	duckdb:duckdb	+6.5%	+2.1%	+4.3%	+13.5%	➖ noise
42	duckdb:vortex-compact	+3.7%	+2.1%	+1.5%	+18.1%	➖ noise
42	duckdb:vortex-file-compressed	+6.0%	+2.1%	+3.8%	+13.5%	➖ noise
43	datafusion:vortex-compact	-0.3%	+2.8%	-3.0%	+10.0%	➖ noise
43	datafusion:vortex-file-compressed	+3.1%	+2.8%	+0.2%	+10.0%	➖ noise
43	duckdb:duckdb	+3.3%	+2.8%	+0.5%	+11.2%	➖ noise
43	duckdb:vortex-compact	+4.6%	+2.8%	+1.8%	+10.0%	➖ noise
43	duckdb:vortex-file-compressed	-2.4%	+2.8%	-5.0%	+10.0%	➖ noise
44	datafusion:vortex-compact	+3.9%	+4.3%	-0.4%	+10.0%	➖ noise
44	datafusion:vortex-file-compressed	+4.3%	+4.3%	-0.0%	+10.0%	➖ noise
44	duckdb:duckdb	+0.9%	+4.3%	-3.3%	+12.7%	➖ noise
44	duckdb:vortex-compact	+6.0%	+4.3%	+1.6%	+10.0%	➖ noise
44	duckdb:vortex-file-compressed	-8.0%	+4.3%	-11.9%	+11.3%	✅ faster
45	datafusion:vortex-compact	+4.5%	+6.4%	-1.8%	+10.0%	➖ noise
45	datafusion:vortex-file-compressed	+3.9%	+6.4%	-2.3%	+10.0%	➖ noise
45	duckdb:duckdb	+2.4%	+6.4%	-3.8%	+10.0%	➖ noise
45	duckdb:vortex-compact	+7.1%	+6.4%	+0.6%	+10.0%	➖ noise
45	duckdb:vortex-file-compressed	+4.9%	+6.4%	-1.4%	+11.9%	➖ noise
46	datafusion:vortex-compact	+8.2%	+6.4%	+1.7%	+10.4%	➖ noise
46	datafusion:vortex-file-compressed	+4.7%	+6.4%	-1.6%	+13.5%	➖ noise
46	duckdb:duckdb	+9.7%	+6.4%	+3.1%	+10.0%	➖ noise
46	duckdb:vortex-compact	+4.5%	+6.4%	-1.8%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	+3.6%	+6.4%	-2.6%	+10.0%	➖ noise
47	datafusion:vortex-compact	+6.4%	+3.0%	+3.3%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	+1.9%	+3.0%	-1.1%	+10.0%	➖ noise
47	duckdb:duckdb	+5.0%	+3.0%	+1.9%	+10.0%	➖ noise
47	duckdb:vortex-compact	+2.8%	+3.0%	-0.2%	+10.0%	➖ noise
47	duckdb:vortex-file-compressed	+2.8%	+3.0%	-0.2%	+10.0%	➖ noise
48	datafusion:vortex-compact	+3.3%	+2.1%	+1.3%	+10.0%	➖ noise
48	datafusion:vortex-file-compressed	+4.1%	+2.1%	+2.0%	+10.0%	➖ noise
48	duckdb:duckdb	+4.3%	+2.1%	+2.2%	+11.3%	➖ noise
48	duckdb:vortex-compact	+4.8%	+2.1%	+2.7%	+10.0%	➖ noise
48	duckdb:vortex-file-compressed	-2.9%	+2.1%	-4.8%	+10.2%	➖ noise
49	datafusion:vortex-compact	+2.9%	+4.1%	-1.2%	+10.0%	➖ noise
49	datafusion:vortex-file-compressed	+5.0%	+4.1%	+0.8%	+10.0%	➖ noise
49	duckdb:duckdb	+13.1%	+4.1%	+8.6%	+16.8%	➖ noise
49	duckdb:vortex-compact	+2.4%	+4.1%	-1.7%	+11.9%	➖ noise
49	duckdb:vortex-file-compressed	-3.2%	+4.1%	-7.1%	+14.5%	➖ noise
50	datafusion:vortex-compact	+6.6%	+4.9%	+1.6%	+10.0%	➖ noise
50	datafusion:vortex-file-compressed	+10.5%	+4.9%	+5.3%	+10.0%	➖ noise
50	duckdb:duckdb	+4.0%	+4.9%	-0.9%	+10.5%	➖ noise
50	duckdb:vortex-compact	+2.4%	+4.9%	-2.4%	+10.0%	➖ noise
50	duckdb:vortex-file-compressed	-0.2%	+4.9%	-4.8%	+10.0%	➖ noise
51	datafusion:vortex-compact	+6.4%	+2.1%	+4.2%	+10.0%	➖ noise
51	datafusion:vortex-file-compressed	+1.8%	+2.1%	-0.4%	+10.2%	➖ noise
51	duckdb:duckdb	+1.2%	+2.1%	-0.8%	+10.0%	➖ noise
51	duckdb:vortex-compact	+0.3%	+2.1%	-1.8%	+16.5%	➖ noise
51	duckdb:vortex-file-compressed	-0.4%	+2.1%	-2.5%	+19.8%	➖ noise
52	datafusion:vortex-compact	+3.6%	+5.3%	-1.6%	+15.2%	➖ noise
52	datafusion:vortex-file-compressed	+0.5%	+5.3%	-4.6%	+18.9%	➖ noise
52	duckdb:duckdb	-4.1%	+5.3%	-8.9%	+18.2%	➖ noise
52	duckdb:vortex-compact	+9.5%	+5.3%	+4.0%	+13.7%	➖ noise
52	duckdb:vortex-file-compressed	+7.4%	+5.3%	+2.0%	+24.7%	➖ noise
53	datafusion:vortex-compact	+8.2%	+1.7%	+6.4%	+10.0%	➖ noise
53	datafusion:vortex-file-compressed	+2.0%	+1.7%	+0.3%	+10.0%	➖ noise
53	duckdb:duckdb	+4.6%	+1.7%	+2.9%	+10.4%	➖ noise
53	duckdb:vortex-compact	+3.9%	+1.7%	+2.1%	+10.0%	➖ noise
53	duckdb:vortex-file-compressed	+2.8%	+1.7%	+1.1%	+13.2%	➖ noise
54	datafusion:vortex-compact	+3.3%	+5.1%	-1.7%	+10.0%	➖ noise
54	datafusion:vortex-file-compressed	+1.8%	+5.1%	-3.1%	+10.0%	➖ noise
54	duckdb:duckdb	+4.3%	+5.1%	-0.8%	+15.7%	➖ noise
54	duckdb:vortex-compact	-1.1%	+5.1%	-5.9%	+10.0%	➖ noise
54	duckdb:vortex-file-compressed	+0.6%	+5.1%	-4.3%	+10.0%	➖ noise
55	datafusion:vortex-compact	+2.2%	+4.2%	-1.9%	+10.0%	➖ noise
55	datafusion:vortex-file-compressed	+5.4%	+4.2%	+1.1%	+10.0%	➖ noise
55	duckdb:duckdb	+9.8%	+4.2%	+5.4%	+15.7%	➖ noise
55	duckdb:vortex-compact	+11.2%	+4.2%	+6.7%	+15.9%	➖ noise
55	duckdb:vortex-file-compressed	-4.9%	+4.2%	-8.7%	+16.7%	➖ noise
56	datafusion:vortex-compact	+6.0%	+0.5%	+5.5%	+10.0%	➖ noise
56	datafusion:vortex-file-compressed	+4.1%	+0.5%	+3.6%	+10.0%	➖ noise
56	duckdb:duckdb	+1.3%	+0.5%	+0.8%	+10.8%	➖ noise
56	duckdb:vortex-compact	-0.6%	+0.5%	-1.1%	+10.0%	➖ noise
56	duckdb:vortex-file-compressed	-3.1%	+0.5%	-3.6%	+10.0%	➖ noise
57	datafusion:vortex-compact	+7.9%	+2.8%	+5.0%	+10.0%	➖ noise
57	datafusion:vortex-file-compressed	+1.3%	+2.8%	-1.4%	+10.0%	➖ noise
57	duckdb:duckdb	+4.4%	+2.8%	+1.5%	+13.4%	➖ noise
57	duckdb:vortex-compact	+5.4%	+2.8%	+2.5%	+22.9%	➖ noise
57	duckdb:vortex-file-compressed	+3.0%	+2.8%	+0.2%	+15.9%	➖ noise
58	datafusion:vortex-compact	+4.2%	+5.4%	-1.1%	+10.0%	➖ noise
58	datafusion:vortex-file-compressed	+3.6%	+5.4%	-1.6%	+10.0%	➖ noise
58	duckdb:duckdb	-3.4%	+5.4%	-8.4%	+13.5%	➖ noise
58	duckdb:vortex-compact	+3.3%	+5.4%	-2.0%	+14.6%	➖ noise
58	duckdb:vortex-file-compressed	-1.4%	+5.4%	-6.4%	+15.9%	➖ noise
59	datafusion:vortex-compact	+3.7%	+3.9%	-0.2%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	+3.3%	+3.9%	-0.5%	+10.0%	➖ noise
59	duckdb:duckdb	+3.7%	+3.9%	-0.2%	+10.0%	➖ noise
59	duckdb:vortex-compact	+1.4%	+3.9%	-2.4%	+10.0%	➖ noise
59	duckdb:vortex-file-compressed	-0.5%	+3.9%	-4.3%	+10.0%	➖ noise
60	datafusion:vortex-compact	+2.6%	+5.1%	-2.4%	+10.0%	➖ noise
60	datafusion:vortex-file-compressed	+7.3%	+5.1%	+2.1%	+10.0%	➖ noise
60	duckdb:duckdb	+4.4%	+5.1%	-0.7%	+11.0%	➖ noise
60	duckdb:vortex-compact	+4.5%	+5.1%	-0.5%	+11.8%	➖ noise
60	duckdb:vortex-file-compressed	-8.5%	+5.1%	-12.9%	+14.3%	✅ faster
61	datafusion:vortex-compact	+3.8%	+2.4%	+1.3%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	+5.0%	+2.4%	+2.5%	+10.0%	➖ noise
61	duckdb:duckdb	+2.6%	+2.4%	+0.2%	+10.0%	➖ noise
61	duckdb:vortex-compact	+4.6%	+2.4%	+2.1%	+13.0%	➖ noise
61	duckdb:vortex-file-compressed	-4.7%	+2.4%	-6.9%	+10.9%	➖ noise
62	datafusion:vortex-compact	+7.0%	-1.3%	+8.4%	+11.2%	➖ noise
62	datafusion:vortex-file-compressed	+5.8%	-1.3%	+7.2%	+10.4%	➖ noise
62	duckdb:duckdb	-1.2%	-1.3%	+0.1%	+34.0%	➖ noise
62	duckdb:vortex-compact	+3.3%	-1.3%	+4.6%	+23.8%	➖ noise
62	duckdb:vortex-file-compressed	-4.6%	-1.3%	-3.3%	+24.6%	➖ noise
63	datafusion:vortex-compact	+3.1%	+3.2%	-0.1%	+10.0%	➖ noise
63	datafusion:vortex-file-compressed	+1.4%	+3.2%	-1.8%	+16.6%	➖ noise
63	duckdb:duckdb	-5.5%	+3.2%	-8.5%	+10.0%	➖ noise
63	duckdb:vortex-compact	+3.4%	+3.2%	+0.2%	+12.8%	➖ noise
63	duckdb:vortex-file-compressed	-2.8%	+3.2%	-5.9%	+20.0%	➖ noise
64	datafusion:vortex-compact	+4.9%	+4.4%	+0.6%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	+4.1%	+4.4%	-0.3%	+10.0%	➖ noise
64	duckdb:duckdb	+6.9%	+4.4%	+2.4%	+10.0%	➖ noise
64	duckdb:vortex-compact	+2.8%	+4.4%	-1.5%	+10.0%	➖ noise
64	duckdb:vortex-file-compressed	+2.4%	+4.4%	-1.9%	+10.0%	➖ noise
65	datafusion:vortex-compact	+1.5%	+5.4%	-3.6%	+10.0%	➖ noise
65	datafusion:vortex-file-compressed	+9.0%	+5.4%	+3.5%	+10.5%	➖ noise
65	duckdb:duckdb	+15.2%	+5.4%	+9.4%	+15.4%	➖ noise
65	duckdb:vortex-compact	-4.2%	+5.4%	-9.1%	+16.1%	➖ noise
65	duckdb:vortex-file-compressed	+6.9%	+5.4%	+1.5%	+12.5%	➖ noise
66	datafusion:vortex-compact	+3.5%	+2.5%	+1.0%	+10.2%	➖ noise
66	datafusion:vortex-file-compressed	+3.8%	+2.5%	+1.3%	+10.6%	➖ noise
66	duckdb:duckdb	+5.6%	+2.5%	+3.1%	+12.0%	➖ noise
66	duckdb:vortex-compact	-1.9%	+2.5%	-4.3%	+10.0%	➖ noise
66	duckdb:vortex-file-compressed	+0.4%	+2.5%	-2.0%	+13.9%	➖ noise
67	datafusion:vortex-compact	+4.8%	+3.6%	+1.2%	+10.0%	➖ noise
67	datafusion:vortex-file-compressed	-3.1%	+3.6%	-6.4%	+10.0%	➖ noise
67	duckdb:duckdb	+1.8%	+3.6%	-1.7%	+10.0%	➖ noise
67	duckdb:vortex-compact	+4.6%	+3.6%	+1.0%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	+2.3%	+3.6%	-1.3%	+10.0%	➖ noise
68	datafusion:vortex-compact	-1.4%	+2.7%	-3.9%	+10.0%	➖ noise
68	datafusion:vortex-file-compressed	+4.0%	+2.7%	+1.3%	+10.0%	➖ noise
68	duckdb:duckdb	+10.6%	+2.7%	+7.8%	+10.0%	➖ noise
68	duckdb:vortex-compact	+5.0%	+2.7%	+2.2%	+10.0%	➖ noise
68	duckdb:vortex-file-compressed	+1.7%	+2.7%	-0.9%	+10.0%	➖ noise
69	datafusion:vortex-compact	+7.2%	+3.6%	+3.4%	+10.0%	➖ noise
69	datafusion:vortex-file-compressed	+1.0%	+3.6%	-2.5%	+10.0%	➖ noise
69	duckdb:duckdb	+9.6%	+3.6%	+5.8%	+10.0%	➖ noise
69	duckdb:vortex-compact	+3.9%	+3.6%	+0.3%	+10.0%	➖ noise
69	duckdb:vortex-file-compressed	+1.7%	+3.6%	-1.9%	+10.0%	➖ noise
70	datafusion:vortex-compact	+8.9%	+2.4%	+6.4%	+10.0%	➖ noise
70	datafusion:vortex-file-compressed	+7.5%	+2.4%	+5.1%	+10.0%	➖ noise
70	duckdb:duckdb	-0.6%	+2.4%	-2.8%	+10.8%	➖ noise
70	duckdb:vortex-compact	+0.9%	+2.4%	-1.4%	+13.7%	➖ noise
70	duckdb:vortex-file-compressed	+3.7%	+2.4%	+1.3%	+10.9%	➖ noise
71	datafusion:vortex-compact	+4.4%	+2.7%	+1.7%	+10.0%	➖ noise
71	datafusion:vortex-file-compressed	+8.3%	+2.7%	+5.5%	+10.0%	➖ noise
71	duckdb:duckdb	-2.2%	+2.7%	-4.7%	+12.7%	➖ noise
71	duckdb:vortex-compact	+5.3%	+2.7%	+2.5%	+18.0%	➖ noise
71	duckdb:vortex-file-compressed	+7.8%	+2.7%	+5.0%	+10.0%	➖ noise
72	datafusion:vortex-compact	+7.2%	+2.9%	+4.2%	+10.0%	➖ noise
72	datafusion:vortex-file-compressed	+5.0%	+2.9%	+2.0%	+10.0%	➖ noise
72	duckdb:duckdb	+5.2%	+2.9%	+2.2%	+12.2%	➖ noise
72	duckdb:vortex-compact	-0.6%	+2.9%	-3.4%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	+1.4%	+2.9%	-1.4%	+10.0%	➖ noise
73	datafusion:vortex-compact	+6.4%	+0.8%	+5.6%	+22.4%	➖ noise
73	datafusion:vortex-file-compressed	+5.2%	+0.8%	+4.4%	+21.4%	➖ noise
73	duckdb:duckdb	+8.6%	+0.8%	+7.7%	+13.8%	➖ noise
73	duckdb:vortex-compact	+2.5%	+0.8%	+1.7%	+10.0%	➖ noise
73	duckdb:vortex-file-compressed	+2.1%	+0.8%	+1.3%	+10.0%	➖ noise
74	datafusion:vortex-compact	+9.7%	+0.6%	+9.0%	+10.0%	➖ noise
74	datafusion:vortex-file-compressed	+4.3%	+0.6%	+3.7%	+10.0%	➖ noise
74	duckdb:duckdb	+2.8%	+0.6%	+2.2%	+10.0%	➖ noise
74	duckdb:vortex-compact	-1.7%	+0.6%	-2.3%	+10.0%	➖ noise
74	duckdb:vortex-file-compressed	+5.2%	+0.6%	+4.6%	+10.0%	➖ noise
75	datafusion:vortex-compact	+8.3%	+3.1%	+5.0%	+10.0%	➖ noise
75	datafusion:vortex-file-compressed	+5.5%	+3.1%	+2.3%	+10.0%	➖ noise
75	duckdb:duckdb	+5.4%	+3.1%	+2.2%	+10.3%	➖ noise
75	duckdb:vortex-compact	+5.8%	+3.1%	+2.6%	+10.5%	➖ noise
75	duckdb:vortex-file-compressed	+7.3%	+3.1%	+4.1%	+10.0%	➖ noise
76	datafusion:vortex-compact	+12.9%	-0.8%	+13.8%	+22.9%	➖ noise
76	datafusion:vortex-file-compressed	+2.7%	-0.8%	+3.5%	+10.0%	➖ noise
76	duckdb:duckdb	+0.1%	-0.8%	+0.9%	+16.6%	➖ noise
76	duckdb:vortex-compact	+0.3%	-0.8%	+1.1%	+13.2%	➖ noise
76	duckdb:vortex-file-compressed	-3.8%	-0.8%	-3.0%	+13.4%	➖ noise
77	datafusion:vortex-compact	+5.6%	-3.0%	+8.9%	+10.2%	➖ noise
77	datafusion:vortex-file-compressed	+10.7%	-3.0%	+14.1%	+10.0%	🚨 regression
77	duckdb:duckdb	+9.2%	-3.0%	+12.6%	+10.0%	🚨 regression
77	duckdb:vortex-compact	-3.9%	-3.0%	-0.9%	+11.8%	➖ noise
77	duckdb:vortex-file-compressed	-2.3%	-3.0%	+0.7%	+12.4%	➖ noise
78	datafusion:vortex-compact	+11.3%	+2.7%	+8.3%	+10.0%	➖ noise
78	datafusion:vortex-file-compressed	+3.9%	+2.7%	+1.1%	+10.0%	➖ noise
78	duckdb:duckdb	+0.6%	+2.7%	-2.1%	+10.0%	➖ noise
78	duckdb:vortex-compact	+7.6%	+2.7%	+4.7%	+10.0%	➖ noise
78	duckdb:vortex-file-compressed	+5.6%	+2.7%	+2.8%	+10.0%	➖ noise
79	datafusion:vortex-compact	+9.7%	+4.5%	+5.0%	+10.0%	➖ noise
79	datafusion:vortex-file-compressed	+2.1%	+4.5%	-2.3%	+11.5%	➖ noise
79	duckdb:duckdb	+9.7%	+4.5%	+5.0%	+10.2%	➖ noise
79	duckdb:vortex-compact	+6.6%	+4.5%	+2.1%	+17.2%	➖ noise
79	duckdb:vortex-file-compressed	+8.5%	+4.5%	+3.8%	+10.3%	➖ noise
80	datafusion:vortex-compact	+13.4%	+4.6%	+8.4%	+10.0%	➖ noise
80	datafusion:vortex-file-compressed	+3.2%	+4.6%	-1.4%	+10.0%	➖ noise
80	duckdb:duckdb	+3.3%	+4.6%	-1.3%	+12.7%	➖ noise
80	duckdb:vortex-compact	-0.3%	+4.6%	-4.7%	+10.0%	➖ noise
80	duckdb:vortex-file-compressed	-2.5%	+4.6%	-6.8%	+10.0%	➖ noise
81	datafusion:vortex-compact	+8.7%	+3.8%	+4.7%	+18.0%	➖ noise
81	datafusion:vortex-file-compressed	+11.5%	+3.8%	+7.4%	+15.0%	➖ noise
81	duckdb:duckdb	+6.8%	+3.8%	+2.9%	+13.9%	➖ noise
81	duckdb:vortex-compact	+4.8%	+3.8%	+0.9%	+12.1%	➖ noise
81	duckdb:vortex-file-compressed	+6.7%	+3.8%	+2.8%	+16.2%	➖ noise
82	datafusion:vortex-compact	+9.6%	+2.3%	+7.2%	+10.8%	➖ noise
82	datafusion:vortex-file-compressed	-0.8%	+2.3%	-3.1%	+10.0%	➖ noise
82	duckdb:duckdb	+9.4%	+2.3%	+7.0%	+11.6%	➖ noise
82	duckdb:vortex-compact	+0.6%	+2.3%	-1.7%	+12.3%	➖ noise
82	duckdb:vortex-file-compressed	+2.5%	+2.3%	+0.2%	+14.4%	➖ noise
83	datafusion:vortex-compact	+4.7%	+3.6%	+1.1%	+10.0%	➖ noise
83	datafusion:vortex-file-compressed	+2.7%	+3.6%	-0.8%	+10.0%	➖ noise
83	duckdb:duckdb	+5.5%	+3.6%	+1.8%	+10.8%	➖ noise
83	duckdb:vortex-compact	-0.2%	+3.6%	-3.7%	+10.0%	➖ noise
83	duckdb:vortex-file-compressed	+3.5%	+3.6%	-0.1%	+10.0%	➖ noise
84	datafusion:vortex-compact	+7.7%	+2.6%	+5.0%	+14.0%	➖ noise
84	datafusion:vortex-file-compressed	+1.9%	+2.6%	-0.6%	+10.5%	➖ noise
84	duckdb:duckdb	+14.6%	+2.6%	+11.7%	+12.4%	➖ noise
84	duckdb:vortex-compact	+1.3%	+2.6%	-1.2%	+10.0%	➖ noise
84	duckdb:vortex-file-compressed	+8.4%	+2.6%	+5.7%	+10.4%	➖ noise
85	datafusion:vortex-compact	+9.8%	+6.4%	+3.2%	+10.0%	➖ noise
85	datafusion:vortex-file-compressed	+1.0%	+6.4%	-5.1%	+10.0%	➖ noise
85	duckdb:duckdb	+4.2%	+6.4%	-2.0%	+10.0%	➖ noise
85	duckdb:vortex-compact	+0.5%	+6.4%	-5.6%	+10.0%	➖ noise
85	duckdb:vortex-file-compressed	+3.8%	+6.4%	-2.5%	+10.0%	➖ noise
86	datafusion:vortex-compact	+14.2%	+8.1%	+5.6%	+10.5%	➖ noise
86	datafusion:vortex-file-compressed	+10.4%	+8.1%	+2.1%	+10.6%	➖ noise
86	duckdb:duckdb	-0.9%	+8.1%	-8.3%	+12.5%	➖ noise
86	duckdb:vortex-compact	-12.6%	+8.1%	-19.2%	+18.8%	✅ faster
86	duckdb:vortex-file-compressed	-3.8%	+8.1%	-11.0%	+13.4%	➖ noise
87	datafusion:vortex-compact	+8.3%	+0.5%	+7.7%	+10.0%	➖ noise
87	datafusion:vortex-file-compressed	+6.7%	+0.5%	+6.1%	+10.0%	➖ noise
87	duckdb:duckdb	+4.8%	+0.5%	+4.2%	+10.0%	➖ noise
87	duckdb:vortex-compact	-1.1%	+0.5%	-1.6%	+10.0%	➖ noise
87	duckdb:vortex-file-compressed	+7.9%	+0.5%	+7.4%	+12.3%	➖ noise
88	datafusion:vortex-compact	+8.0%	+3.4%	+4.5%	+10.0%	➖ noise
88	datafusion:vortex-file-compressed	+4.5%	+3.4%	+1.1%	+10.0%	➖ noise
88	duckdb:duckdb	+1.8%	+3.4%	-1.6%	+10.0%	➖ noise
88	duckdb:vortex-compact	+1.3%	+3.4%	-2.0%	+10.0%	➖ noise
88	duckdb:vortex-file-compressed	+6.0%	+3.4%	+2.5%	+10.0%	➖ noise
89	datafusion:vortex-compact	+5.5%	+5.1%	+0.3%	+11.4%	➖ noise
89	datafusion:vortex-file-compressed	+11.4%	+5.1%	+5.9%	+11.2%	➖ noise
89	duckdb:duckdb	+1.8%	+5.1%	-3.2%	+11.3%	➖ noise
89	duckdb:vortex-compact	+1.8%	+5.1%	-3.2%	+10.6%	➖ noise
89	duckdb:vortex-file-compressed	+2.5%	+5.1%	-2.5%	+14.6%	➖ noise
90	datafusion:vortex-compact	+10.5%	+2.8%	+7.5%	+10.6%	➖ noise
90	datafusion:vortex-file-compressed	+4.7%	+2.8%	+1.9%	+17.3%	➖ noise
90	duckdb:duckdb	+7.5%	+2.8%	+4.6%	+12.3%	➖ noise
90	duckdb:vortex-compact	+3.0%	+2.8%	+0.2%	+10.9%	➖ noise
90	duckdb:vortex-file-compressed	+2.6%	+2.8%	-0.2%	+13.8%	➖ noise
91	datafusion:vortex-compact	+13.7%	+4.2%	+9.1%	+10.0%	➖ noise
91	datafusion:vortex-file-compressed	+9.7%	+4.2%	+5.3%	+10.0%	➖ noise
91	duckdb:duckdb	-4.0%	+4.2%	-7.9%	+10.8%	➖ noise
91	duckdb:vortex-compact	+8.5%	+4.2%	+4.1%	+10.0%	➖ noise
91	duckdb:vortex-file-compressed	+1.9%	+4.2%	-2.2%	+10.0%	➖ noise
92	datafusion:vortex-compact	+18.7%	+2.8%	+15.5%	+10.1%	🚨 regression
92	datafusion:vortex-file-compressed	+7.0%	+2.8%	+4.1%	+10.0%	➖ noise
92	duckdb:duckdb	+0.2%	+2.8%	-2.5%	+13.1%	➖ noise
92	duckdb:vortex-compact	-8.2%	+2.8%	-10.7%	+12.6%	➖ noise
92	duckdb:vortex-file-compressed	+2.8%	+2.8%	+0.1%	+11.8%	➖ noise
93	datafusion:vortex-compact	+12.0%	+4.3%	+7.4%	+10.0%	➖ noise
93	datafusion:vortex-file-compressed	+9.4%	+4.3%	+5.0%	+10.0%	➖ noise
93	duckdb:duckdb	+10.6%	+4.3%	+6.1%	+11.6%	➖ noise
93	duckdb:vortex-compact	+10.6%	+4.3%	+6.1%	+12.0%	➖ noise
93	duckdb:vortex-file-compressed	+7.2%	+4.3%	+2.8%	+12.2%	➖ noise
94	datafusion:vortex-compact	+9.7%	+2.2%	+7.3%	+10.0%	➖ noise
94	datafusion:vortex-file-compressed	+7.7%	+2.2%	+5.4%	+10.0%	➖ noise
94	duckdb:duckdb	+2.1%	+2.2%	-0.1%	+10.1%	➖ noise
94	duckdb:vortex-compact	-4.0%	+2.2%	-6.0%	+16.2%	➖ noise
94	duckdb:vortex-file-compressed	+13.2%	+2.2%	+10.7%	+14.0%	➖ noise
95	datafusion:vortex-compact	+7.4%	+2.9%	+4.5%	+10.5%	➖ noise
95	datafusion:vortex-file-compressed	-0.2%	+2.9%	-3.0%	+16.2%	➖ noise
95	duckdb:duckdb	+7.2%	+2.9%	+4.2%	+17.7%	➖ noise
95	duckdb:vortex-compact	+8.3%	+2.9%	+5.3%	+15.8%	➖ noise
95	duckdb:vortex-file-compressed	+5.6%	+2.9%	+2.6%	+15.2%	➖ noise
96	datafusion:vortex-compact	+5.7%	+6.0%	-0.2%	+10.0%	➖ noise
96	datafusion:vortex-file-compressed	+7.3%	+6.0%	+1.3%	+10.0%	➖ noise
96	duckdb:duckdb	+7.4%	+6.0%	+1.4%	+16.2%	➖ noise
96	duckdb:vortex-compact	+1.6%	+6.0%	-4.1%	+10.0%	➖ noise
96	duckdb:vortex-file-compressed	+3.3%	+6.0%	-2.5%	+14.4%	➖ noise
97	datafusion:vortex-compact	+5.2%	+7.0%	-1.7%	+11.6%	➖ noise
97	datafusion:vortex-file-compressed	+6.8%	+7.0%	-0.2%	+10.0%	➖ noise
97	duckdb:duckdb	+7.2%	+7.0%	+0.2%	+11.3%	➖ noise
97	duckdb:vortex-compact	+8.0%	+7.0%	+0.9%	+19.3%	➖ noise
97	duckdb:vortex-file-compressed	+3.0%	+7.0%	-3.7%	+13.3%	➖ noise
98	datafusion:vortex-compact	+2.4%	+3.4%	-0.9%	+10.0%	➖ noise
98	datafusion:vortex-file-compressed	+3.3%	+3.4%	-0.1%	+10.0%	➖ noise
98	duckdb:duckdb	+3.8%	+3.4%	+0.4%	+11.9%	➖ noise
98	duckdb:vortex-compact	-0.0%	+3.4%	-3.3%	+10.0%	➖ noise
98	duckdb:vortex-file-compressed	+3.5%	+3.4%	+0.1%	+10.2%	➖ noise
99	datafusion:vortex-compact	+7.2%	+0.1%	+7.1%	+19.9%	➖ noise
99	datafusion:vortex-file-compressed	+4.7%	+0.1%	+4.5%	+18.9%	➖ noise
99	duckdb:duckdb	+5.4%	+0.1%	+5.3%	+29.8%	➖ noise
99	duckdb:vortex-compact	+10.2%	+0.1%	+10.1%	+20.8%	➖ noise
99	duckdb:vortex-file-compressed	+10.5%	+0.1%	+10.3%	+18.4%	➖ noise

github-actions · 2026-04-06T20:23:38Z

File Sizes: TPC-DS SF=1 on NVME

No file size changes detected.

github-actions · 2026-04-06T20:25:45Z

Benchmarks: FineWeb S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +3.9%
Vortex (geomean): 0.980x ➖
Parquet (geomean): 0.943x ➖
Shifts: Parquet (control) -5.7% · Median polish -4.2%

datafusion / vortex-file-compressed (0.881x ➖, 2↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	30017980	29009623	1.03
fineweb_q01/datafusion:vortex-file-compressed	633818675	666588259	0.95
fineweb_q02/datafusion:vortex-file-compressed	638626435	677579972	0.94
fineweb_q03/datafusion:vortex-file-compressed	1604866095	1763546269	0.91
fineweb_q04/datafusion:vortex-file-compressed	1431303801	1446090102	0.99
fineweb_q05/datafusion:vortex-file-compressed	1454626235	1345182062	1.08
fineweb_q06/datafusion:vortex-file-compressed 🚀	1584923016	2786836536	0.57
fineweb_q07/datafusion:vortex-file-compressed	1720604911	1872333105	0.92
fineweb_q08/datafusion:vortex-file-compressed 🚀	620179270	917938922	0.68

datafusion / vortex-compact (1.004x ➖, 0↑ 1↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	55187847	66456441	0.83
fineweb_q01/datafusion:vortex-compact	861064449	837954751	1.03
fineweb_q02/datafusion:vortex-compact 🚨	954034007	690948994	1.38
fineweb_q03/datafusion:vortex-compact	1855068387	1873766275	0.99
fineweb_q04/datafusion:vortex-compact	2230891507	2311322543	0.97
fineweb_q05/datafusion:vortex-compact	1681306220	1755563497	0.96
fineweb_q06/datafusion:vortex-compact	1709445433	1528042657	1.12
fineweb_q07/datafusion:vortex-compact	1381593361	1389793104	0.99
fineweb_q08/datafusion:vortex-compact	449561917	519557989	0.87

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

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet 🚀	1399120899	2152414262	0.65
fineweb_q01/datafusion:parquet	1826706526	2493882404	0.73
fineweb_q02/datafusion:parquet	2110677570	2659828393	0.79
fineweb_q03/datafusion:parquet	2048574261	2310466935	0.89
fineweb_q04/datafusion:parquet	2367648198	2252269003	1.05
fineweb_q05/datafusion:parquet 🚨	3081764319	2110182136	1.46
fineweb_q06/datafusion:parquet	2572582573	3310646356	0.78
fineweb_q07/datafusion:parquet	2198332361	2365192832	0.93
fineweb_q08/datafusion:parquet	2381269432	2253530386	1.06

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

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	96533204	110117703	0.88
fineweb_q01/duckdb:vortex-file-compressed 🚨	912079198	697476918	1.31
fineweb_q02/duckdb:vortex-file-compressed	622234476	526803192	1.18
fineweb_q03/duckdb:vortex-file-compressed	1455682781	1627394197	0.89
fineweb_q04/duckdb:vortex-file-compressed	1564589448	1604225395	0.98
fineweb_q05/duckdb:vortex-file-compressed	1474010382	1662067284	0.89
fineweb_q06/duckdb:vortex-file-compressed	1727969442	1688475613	1.02
fineweb_q07/duckdb:vortex-file-compressed	1543880636	1721388807	0.90
fineweb_q08/duckdb:vortex-file-compressed	618521771	629313325	0.98

duckdb / vortex-compact (1.050x ➖, 0↑ 2↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact 🚨	95338791	55699300	1.71
fineweb_q01/duckdb:vortex-compact	567820302	634225507	0.90
fineweb_q02/duckdb:vortex-compact 🚨	943813490	699749410	1.35
fineweb_q03/duckdb:vortex-compact	1658203503	1760566625	0.94
fineweb_q04/duckdb:vortex-compact	1735684167	1694278322	1.02
fineweb_q05/duckdb:vortex-compact	1461959695	1561829117	0.94
fineweb_q06/duckdb:vortex-compact	1487167446	1635737258	0.91
fineweb_q07/duckdb:vortex-compact	1331385116	1420924327	0.94
fineweb_q08/duckdb:vortex-compact	554064717	568181208	0.98

duckdb / parquet (0.986x ➖, 0↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1160498281	1120553698	1.04
fineweb_q01/duckdb:parquet	1846872246	1795431528	1.03
fineweb_q02/duckdb:parquet	1924927437	1847502695	1.04
fineweb_q03/duckdb:parquet	4711392436	5082224335	0.93
fineweb_q04/duckdb:parquet	2016784520	2049253070	0.98
fineweb_q05/duckdb:parquet	2916594702	2835114190	1.03
fineweb_q06/duckdb:parquet	3588906020	3709429200	0.97
fineweb_q07/duckdb:parquet	4350945298	4625173019	0.94
fineweb_q08/duckdb:parquet	1116056005	1196473989	0.93

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-17.0%	-18.0%	+1.2%	+146.1%	➖ noise
0	datafusion:vortex-file-compressed	+3.5%	-18.0%	+26.1%	+191.3%	➖ noise
0	duckdb:vortex-compact	+71.2%	-18.0%	+108.6%	+50.3%	🚨 regression
0	duckdb:vortex-file-compressed	-12.3%	-18.0%	+6.8%	+46.8%	➖ noise
1	datafusion:vortex-compact	+2.8%	-13.2%	+18.4%	+62.0%	➖ noise
1	datafusion:vortex-file-compressed	-4.9%	-13.2%	+9.5%	+70.7%	➖ noise
1	duckdb:vortex-compact	-10.5%	-13.2%	+3.1%	+53.4%	➖ noise
1	duckdb:vortex-file-compressed	+30.8%	-13.2%	+50.7%	+48.1%	🚨 regression
2	datafusion:vortex-compact	+38.1%	-9.1%	+51.9%	+35.9%	🚨 regression
2	datafusion:vortex-file-compressed	-5.7%	-9.1%	+3.7%	+54.4%	➖ noise
2	duckdb:vortex-compact	+34.9%	-9.1%	+48.3%	+36.0%	🚨 regression
2	duckdb:vortex-file-compressed	+18.1%	-9.1%	+29.9%	+35.9%	➖ noise
3	datafusion:vortex-compact	-1.0%	-9.3%	+9.2%	+35.9%	➖ noise
3	datafusion:vortex-file-compressed	-9.0%	-9.3%	+0.4%	+50.4%	➖ noise
3	duckdb:vortex-compact	-5.8%	-9.3%	+3.9%	+35.9%	➖ noise
3	duckdb:vortex-file-compressed	-10.6%	-9.3%	-1.3%	+35.9%	➖ noise
4	datafusion:vortex-compact	-3.5%	+1.7%	-5.1%	+35.9%	➖ noise
4	datafusion:vortex-file-compressed	-1.0%	+1.7%	-2.7%	+35.9%	➖ noise
4	duckdb:vortex-compact	+2.4%	+1.7%	+0.7%	+35.9%	➖ noise
4	duckdb:vortex-file-compressed	-2.5%	+1.7%	-4.1%	+35.9%	➖ noise
5	datafusion:vortex-compact	-4.2%	+22.6%	-21.9%	+35.9%	➖ noise
5	datafusion:vortex-file-compressed	+8.1%	+22.6%	-11.8%	+35.9%	➖ noise
5	duckdb:vortex-compact	-6.4%	+22.6%	-23.6%	+35.9%	➖ noise
5	duckdb:vortex-file-compressed	-11.3%	+22.6%	-27.6%	+35.9%	✅ faster
6	datafusion:vortex-compact	+11.9%	-13.3%	+29.0%	+35.9%	➖ noise
6	datafusion:vortex-file-compressed	-43.1%	-13.3%	-34.4%	+35.9%	✅ faster
6	duckdb:vortex-compact	-9.1%	-13.3%	+4.9%	+35.9%	➖ noise
6	duckdb:vortex-file-compressed	+2.3%	-13.3%	+18.0%	+35.9%	➖ noise
7	datafusion:vortex-compact	-0.6%	-6.5%	+6.3%	+35.9%	➖ noise
7	datafusion:vortex-file-compressed	-8.1%	-6.5%	-1.7%	+35.9%	➖ noise
7	duckdb:vortex-compact	-6.3%	-6.5%	+0.2%	+35.9%	➖ noise
7	duckdb:vortex-file-compressed	-10.3%	-6.5%	-4.1%	+35.9%	➖ noise
8	datafusion:vortex-compact	-13.5%	-0.7%	-12.8%	+35.9%	➖ noise
8	datafusion:vortex-file-compressed	-32.4%	-0.7%	-31.9%	+46.1%	✅ faster
8	duckdb:vortex-compact	-2.5%	-0.7%	-1.8%	+35.9%	➖ noise
8	duckdb:vortex-file-compressed	-1.7%	-0.7%	-1.0%	+35.9%	➖ noise

github-actions · 2026-04-06T20:27:08Z

Benchmarks: Random Access

Vortex (geomean): 0.821x ✅
Parquet (geomean): 0.997x ➖

unknown / unknown (0.927x ➖, 14↑ 1↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk 🚨	3248996	2417960	1.34
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer	1287966	1343242	0.96
random-access/feature-vectors/correlated/parquet-tokio-local-disk	11470323219	11750875711	0.98
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	11260916191	11323700448	0.99
random-access/feature-vectors/correlated/vortex-tokio-local-disk	8084734	8736866	0.93
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer 🚀	6052317	6847268	0.88
random-access/feature-vectors/uniform/lance-tokio-local-disk	1478163	1563509	0.95
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer	2391086	2488349	0.96
random-access/feature-vectors/uniform/parquet-tokio-local-disk	11225429963	11340666528	0.99
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer	11193461041	11258988328	0.99
random-access/feature-vectors/uniform/vortex-tokio-local-disk 🚀	12513310	14152452	0.88
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer 🚀	12389407	14623889	0.85
random-access/lance-tokio-local-disk	736818	770503	0.96
random-access/lance-tokio-local-disk-footer	1343080	1431236	0.94
random-access/nested-lists/correlated/lance-tokio-local-disk	260135	275301	0.94
random-access/nested-lists/correlated/lance-tokio-local-disk-footer	716216	757427	0.95
random-access/nested-lists/correlated/parquet-tokio-local-disk	139072347	144090113	0.97
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	141301424	144183360	0.98
random-access/nested-lists/correlated/vortex-tokio-local-disk	693943	751996	0.92
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer 🚀	702182	979628	0.72
random-access/nested-lists/uniform/lance-tokio-local-disk	1172455	1269260	0.92
random-access/nested-lists/uniform/lance-tokio-local-disk-footer	1666757	1840357	0.91
random-access/nested-lists/uniform/parquet-tokio-local-disk	141598722	143625672	0.99
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	141827789	140910548	1.01
random-access/nested-lists/uniform/vortex-tokio-local-disk 🚀	2405531	2689175	0.89
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer 🚀	2545040	2878000	0.88
random-access/nested-structs/correlated/lance-tokio-local-disk	429686	447286	0.96
random-access/nested-structs/correlated/lance-tokio-local-disk-footer	643036	663920	0.97
random-access/nested-structs/correlated/parquet-tokio-local-disk	27406386	26807411	1.02
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer	26820939	25609598	1.05
random-access/nested-structs/correlated/vortex-tokio-local-disk	899570	932296	0.96
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer	878609	945196	0.93
random-access/nested-structs/uniform/lance-tokio-local-disk	2831605	2968759	0.95
random-access/nested-structs/uniform/lance-tokio-local-disk-footer	3087516	3211433	0.96
random-access/nested-structs/uniform/parquet-tokio-local-disk	27715335	25936593	1.07
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer	27724672	27448449	1.01
random-access/nested-structs/uniform/vortex-tokio-local-disk 🚀	1801055	2037370	0.88
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer 🚀	1776046	1988932	0.89
random-access/parquet-tokio-local-disk	183688126	187431507	0.98
random-access/parquet-tokio-local-disk-footer	183605371	185478649	0.99
random-access/taxi/correlated/lance-tokio-local-disk	959011	995854	0.96
random-access/taxi/correlated/lance-tokio-local-disk-footer	1647996	1750266	0.94
random-access/taxi/correlated/parquet-tokio-local-disk	272345259	274801909	0.99
random-access/taxi/correlated/parquet-tokio-local-disk-footer	273392248	273644075	1.00
random-access/taxi/correlated/vortex-tokio-local-disk 🚀	1697812	2306912	0.74
random-access/taxi/correlated/vortex-tokio-local-disk-footer 🚀	1699015	2572502	0.66
random-access/taxi/uniform/lance-tokio-local-disk	8741028	8791199	0.99
random-access/taxi/uniform/lance-tokio-local-disk-footer	9429640	9486075	0.99
random-access/taxi/uniform/parquet-tokio-local-disk	289409491	293767905	0.99
random-access/taxi/uniform/parquet-tokio-local-disk-footer	289671395	297813127	0.97
random-access/taxi/uniform/vortex-tokio-local-disk 🚀	4290436	5685673	0.75
random-access/taxi/uniform/vortex-tokio-local-disk-footer 🚀	4405465	5608738	0.79
random-access/vortex-tokio-local-disk 🚀	1221061	1798366	0.68
random-access/vortex-tokio-local-disk-footer 🚀	1239395	1900480	0.65

github-actions · 2026-04-06T20:28:39Z

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +2.8%
Vortex (geomean): 0.997x ➖
Parquet (geomean): 0.970x ➖
Shifts: Parquet (control) -3.0% · Median polish -2.3%

duckdb / vortex-file-compressed (0.988x ➖, 0↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	11936866	11804784	1.01
statpopgen_q01/duckdb:vortex-file-compressed	21335410	20747111	1.03
statpopgen_q02/duckdb:vortex-file-compressed	1371913148	1353019927	1.01
statpopgen_q03/duckdb:vortex-file-compressed	3196353300	3183866522	1.00
statpopgen_q04/duckdb:vortex-file-compressed	3103404781	3236166963	0.96
statpopgen_q05/duckdb:vortex-file-compressed	1422215537	1476592654	0.96
statpopgen_q06/duckdb:vortex-file-compressed	2086144419	2135303425	0.98
statpopgen_q07/duckdb:vortex-file-compressed	230888803	240317167	0.96
statpopgen_q08/duckdb:vortex-file-compressed	250242967	248230988	1.01
statpopgen_q09/duckdb:vortex-file-compressed	2860393182	2970545519	0.96
statpopgen_q10/duckdb:vortex-file-compressed	4732621468	4819308537	0.98

duckdb / vortex-compact (1.006x ➖, 0↑ 1↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	11612936	12096754	0.96
statpopgen_q01/duckdb:vortex-compact 🚨	182870296	128171317	1.43
statpopgen_q02/duckdb:vortex-compact	1870501901	1888828028	0.99
statpopgen_q03/duckdb:vortex-compact	3569612000	3664999158	0.97
statpopgen_q04/duckdb:vortex-compact	3623519896	3701041131	0.98
statpopgen_q05/duckdb:vortex-compact	1868866414	1918555245	0.97
statpopgen_q06/duckdb:vortex-compact	2681257163	2763098065	0.97
statpopgen_q07/duckdb:vortex-compact	975081417	986806144	0.99
statpopgen_q08/duckdb:vortex-compact	1006290661	1028574400	0.98
statpopgen_q09/duckdb:vortex-compact	3347277802	3588907157	0.93
statpopgen_q10/duckdb:vortex-compact	5484099759	5667462529	0.97

duckdb / parquet (0.970x ➖, 0↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	316332292	328630811	0.96
statpopgen_q01/duckdb:parquet	403411115	412732824	0.98
statpopgen_q02/duckdb:parquet	1010540703	1020452344	0.99
statpopgen_q03/duckdb:parquet	1546868005	1559491966	0.99
statpopgen_q04/duckdb:parquet	1616492119	1616360678	1.00
statpopgen_q05/duckdb:parquet	1004709858	1038367542	0.97
statpopgen_q06/duckdb:parquet	1480874686	1583856129	0.93
statpopgen_q07/duckdb:parquet	1874402885	1983135340	0.95
statpopgen_q08/duckdb:parquet	1892803563	1970745967	0.96
statpopgen_q09/duckdb:parquet	1392667850	1453413461	0.96
statpopgen_q10/duckdb:parquet	2771116669	2811909241	0.99

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	-4.0%	-3.7%	-0.3%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	+1.1%	-3.7%	+5.1%	+10.0%	➖ noise
1	duckdb:vortex-compact	+42.7%	-2.3%	+46.0%	+44.8%	🚨 regression
1	duckdb:vortex-file-compressed	+2.8%	-2.3%	+5.2%	+211.9%	➖ noise
2	duckdb:vortex-compact	-1.0%	-1.0%	+0.0%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+1.4%	-1.0%	+2.4%	+10.0%	➖ noise
3	duckdb:vortex-compact	-2.6%	-0.8%	-1.8%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+0.4%	-0.8%	+1.2%	+10.0%	➖ noise
4	duckdb:vortex-compact	-2.1%	+0.0%	-2.1%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-4.1%	+0.0%	-4.1%	+10.0%	➖ noise
5	duckdb:vortex-compact	-2.6%	-3.2%	+0.7%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-3.7%	-3.2%	-0.5%	+10.0%	➖ noise
6	duckdb:vortex-compact	-3.0%	-6.5%	+3.8%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-2.3%	-6.5%	+4.5%	+10.0%	➖ noise
7	duckdb:vortex-compact	-1.2%	-5.5%	+4.5%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-3.9%	-5.5%	+1.7%	+10.0%	➖ noise
8	duckdb:vortex-compact	-2.2%	-4.0%	+1.9%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+0.8%	-4.0%	+5.0%	+10.0%	➖ noise
9	duckdb:vortex-compact	-6.7%	-4.2%	-2.7%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-3.7%	-4.2%	+0.5%	+10.0%	➖ noise
10	duckdb:vortex-compact	-3.2%	-1.5%	-1.8%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-1.8%	-1.5%	-0.4%	+10.0%	➖ noise

github-actions · 2026-04-06T20:28:41Z

File Sizes: Statistical and Population Genetics

No file size changes detected.

github-actions · 2026-04-06T20:31:22Z

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -3.0%
Vortex (geomean): 1.018x ➖
Parquet (geomean): 1.035x ➖
Shifts: Parquet (control) +3.5% · Median polish +1.9%

datafusion / vortex-file-compressed (1.018x ➖, 0↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed	2021640	1904524	1.06
clickbench_q01/datafusion:vortex-file-compressed	13359774	14177932	0.94
clickbench_q02/datafusion:vortex-file-compressed	34022776	34025767	1.00
clickbench_q03/datafusion:vortex-file-compressed	39509193	37974300	1.04
clickbench_q04/datafusion:vortex-file-compressed	322672344	313259473	1.03
clickbench_q05/datafusion:vortex-file-compressed	346106130	317535330	1.09
clickbench_q06/datafusion:vortex-file-compressed	1922651	2043035	0.94
clickbench_q07/datafusion:vortex-file-compressed	18638066	17736445	1.05
clickbench_q08/datafusion:vortex-file-compressed	387124232	377097929	1.03
clickbench_q09/datafusion:vortex-file-compressed	579168438	562137600	1.03
clickbench_q10/datafusion:vortex-file-compressed	78881566	74985363	1.05
clickbench_q11/datafusion:vortex-file-compressed	87723204	82933421	1.06
clickbench_q12/datafusion:vortex-file-compressed	289091839	277107141	1.04
clickbench_q13/datafusion:vortex-file-compressed	426424532	412833966	1.03
clickbench_q14/datafusion:vortex-file-compressed	271839114	257738714	1.05
clickbench_q15/datafusion:vortex-file-compressed	372244059	364720756	1.02
clickbench_q16/datafusion:vortex-file-compressed	718969534	696219795	1.03
clickbench_q17/datafusion:vortex-file-compressed	709372984	681338742	1.04
clickbench_q18/datafusion:vortex-file-compressed	1388390920	1374749364	1.01
clickbench_q19/datafusion:vortex-file-compressed	22411003	22795570	0.98
clickbench_q20/datafusion:vortex-file-compressed	352746524	354131042	1.00
clickbench_q21/datafusion:vortex-file-compressed	416930757	409254796	1.02
clickbench_q22/datafusion:vortex-file-compressed	503437820	489410460	1.03
clickbench_q23/datafusion:vortex-file-compressed	842109799	802775107	1.05
clickbench_q24/datafusion:vortex-file-compressed	45403888	43513914	1.04
clickbench_q25/datafusion:vortex-file-compressed	71419023	72187796	0.99
clickbench_q26/datafusion:vortex-file-compressed	43995381	44650265	0.99
clickbench_q27/datafusion:vortex-file-compressed	797998997	795001519	1.00
clickbench_q28/datafusion:vortex-file-compressed	6780805712	6650492634	1.02
clickbench_q29/datafusion:vortex-file-compressed	240346840	245925295	0.98
clickbench_q30/datafusion:vortex-file-compressed	234825085	229462170	1.02
clickbench_q31/datafusion:vortex-file-compressed	271194075	267048087	1.02
clickbench_q32/datafusion:vortex-file-compressed	1266561265	1242234569	1.02
clickbench_q33/datafusion:vortex-file-compressed	1453097251	1405237734	1.03
clickbench_q34/datafusion:vortex-file-compressed	1445255560	1397762236	1.03
clickbench_q35/datafusion:vortex-file-compressed	513337839	502325432	1.02
clickbench_q36/datafusion:vortex-file-compressed	78789012	82775718	0.95
clickbench_q37/datafusion:vortex-file-compressed	39932589	40406964	0.99
clickbench_q38/datafusion:vortex-file-compressed	22907095	23167821	0.99
clickbench_q39/datafusion:vortex-file-compressed	150343960	144201493	1.04
clickbench_q40/datafusion:vortex-file-compressed	19423270	19515856	1.00
clickbench_q41/datafusion:vortex-file-compressed	17803534	18151480	0.98
clickbench_q42/datafusion:vortex-file-compressed	20287027	19330732	1.05

datafusion / parquet (1.053x ➖, 0↑ 7↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet	1875845	1787943	1.05
clickbench_q01/datafusion:parquet	20668906	22059329	0.94
clickbench_q02/datafusion:parquet	57990896	56428382	1.03
clickbench_q03/datafusion:parquet	44293698	43688842	1.01
clickbench_q04/datafusion:parquet	341081947	351857412	0.97
clickbench_q05/datafusion:parquet	391918202	381011018	1.03
clickbench_q06/datafusion:parquet	1927183	1785621	1.08
clickbench_q07/datafusion:parquet	27368280	26114407	1.05
clickbench_q08/datafusion:parquet	423420142	407143118	1.04
clickbench_q09/datafusion:parquet	657287342	647663666	1.01
clickbench_q10/datafusion:parquet	115305521	112346188	1.03
clickbench_q11/datafusion:parquet	136717906	136716964	1.00
clickbench_q12/datafusion:parquet	371200248	358288967	1.04
clickbench_q13/datafusion:parquet	515486932	505705518	1.02
clickbench_q14/datafusion:parquet 🚨	416664210	350968412	1.19
clickbench_q15/datafusion:parquet 🚨	485028998	379374409	1.28
clickbench_q16/datafusion:parquet 🚨	910530192	696513424	1.31
clickbench_q17/datafusion:parquet 🚨	846264243	677305080	1.25
clickbench_q18/datafusion:parquet 🚨	1569264062	1397728490	1.12
clickbench_q19/datafusion:parquet	34065404	33025524	1.03
clickbench_q20/datafusion:parquet	628153400	606543509	1.04
clickbench_q21/datafusion:parquet	665820301	663969800	1.00
clickbench_q22/datafusion:parquet	1014021583	957971023	1.06
clickbench_q23/datafusion:parquet	3921478220	3606128527	1.09
clickbench_q24/datafusion:parquet	92646195	89219513	1.04
clickbench_q25/datafusion:parquet	141831268	137718586	1.03
clickbench_q26/datafusion:parquet	89016683	85956565	1.04
clickbench_q27/datafusion:parquet	1101814641	1055346431	1.04
clickbench_q28/datafusion:parquet	6711980627	6551165284	1.02
clickbench_q29/datafusion:parquet	247321694	247831290	1.00
clickbench_q30/datafusion:parquet	376365248	355832672	1.06
clickbench_q31/datafusion:parquet	407752490	384937192	1.06
clickbench_q32/datafusion:parquet 🚨	1352704924	1177870868	1.15
clickbench_q33/datafusion:parquet	1565530350	1525317363	1.03
clickbench_q34/datafusion:parquet	1570634448	1500508665	1.05
clickbench_q35/datafusion:parquet	546952421	529905263	1.03
clickbench_q36/datafusion:parquet 🚨	158095118	143704312	1.10
clickbench_q37/datafusion:parquet	60878249	59514992	1.02
clickbench_q38/datafusion:parquet	92897019	97449303	0.95
clickbench_q39/datafusion:parquet	285692925	274312844	1.04
clickbench_q40/datafusion:parquet	35440478	34172449	1.04
clickbench_q41/datafusion:parquet	30833264	30555979	1.01
clickbench_q42/datafusion:parquet	33012264	32120020	1.03

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

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed	6186258	6111410	1.01
clickbench_q01/duckdb:vortex-file-compressed	14017537	13813484	1.01
clickbench_q02/duckdb:vortex-file-compressed	25768061	24667348	1.04
clickbench_q03/duckdb:vortex-file-compressed	30581879	31462001	0.97
clickbench_q04/duckdb:vortex-file-compressed	173801131	169954431	1.02
clickbench_q05/duckdb:vortex-file-compressed	203162596	197637482	1.03
clickbench_q06/duckdb:vortex-file-compressed	17838391	17658742	1.01
clickbench_q07/duckdb:vortex-file-compressed	15754543	14788870	1.07
clickbench_q08/duckdb:vortex-file-compressed	271032055	263155413	1.03
clickbench_q09/duckdb:vortex-file-compressed	386158760	378798470	1.02
clickbench_q10/duckdb:vortex-file-compressed	75094072	73466250	1.02
clickbench_q11/duckdb:vortex-file-compressed	87578587	83401740	1.05
clickbench_q12/duckdb:vortex-file-compressed	222458661	218489973	1.02
clickbench_q13/duckdb:vortex-file-compressed	454163577	437895306	1.04
clickbench_q14/duckdb:vortex-file-compressed	250713391	240687178	1.04
clickbench_q15/duckdb:vortex-file-compressed	216266189	213696107	1.01
clickbench_q16/duckdb:vortex-file-compressed	668798041	638902885	1.05
clickbench_q17/duckdb:vortex-file-compressed	529581255	536671881	0.99
clickbench_q18/duckdb:vortex-file-compressed	1269763862	1206807431	1.05
clickbench_q19/duckdb:vortex-file-compressed	21407460	20649936	1.04
clickbench_q20/duckdb:vortex-file-compressed	397423144	387745669	1.02
clickbench_q21/duckdb:vortex-file-compressed	415551486	410767860	1.01
clickbench_q22/duckdb:vortex-file-compressed	653786332	692432079	0.94
clickbench_q23/duckdb:vortex-file-compressed 🚀	1514708540	1820105445	0.83
clickbench_q24/duckdb:vortex-file-compressed 🚨	57282456	43313225	1.32
clickbench_q25/duckdb:vortex-file-compressed	79651544	76621783	1.04
clickbench_q26/duckdb:vortex-file-compressed	44348360	48438713	0.92
clickbench_q27/duckdb:vortex-file-compressed	515374713	504135451	1.02
clickbench_q28/duckdb:vortex-file-compressed	2998069320	3000958250	1.00
clickbench_q29/duckdb:vortex-file-compressed	28323954	28993372	0.98
clickbench_q30/duckdb:vortex-file-compressed	184444404	181390042	1.02
clickbench_q31/duckdb:vortex-file-compressed	275367983	259094306	1.06
clickbench_q32/duckdb:vortex-file-compressed	1206898032	1287485112	0.94
clickbench_q33/duckdb:vortex-file-compressed	1613058809	1564340686	1.03
clickbench_q34/duckdb:vortex-file-compressed	1667324950	1650121365	1.01
clickbench_q35/duckdb:vortex-file-compressed	373681329	369397751	1.01
clickbench_q36/duckdb:vortex-file-compressed	33247569	31551199	1.05
clickbench_q37/duckdb:vortex-file-compressed	24182022	22628706	1.07
clickbench_q38/duckdb:vortex-file-compressed	27094603	26495377	1.02
clickbench_q39/duckdb:vortex-file-compressed	47885730	44404865	1.08
clickbench_q40/duckdb:vortex-file-compressed	23832461	23572937	1.01
clickbench_q41/duckdb:vortex-file-compressed	23315408	23480042	0.99
clickbench_q42/duckdb:vortex-file-compressed	25261908	26068425	0.97

duckdb / parquet (1.017x ➖, 0↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	227395506	213188250	1.07
clickbench_q01/duckdb:parquet	50857094	50333247	1.01
clickbench_q02/duckdb:parquet	67033917	65919277	1.02
clickbench_q03/duckdb:parquet	65733424	63397019	1.04
clickbench_q04/duckdb:parquet	205960749	205251508	1.00
clickbench_q05/duckdb:parquet	275926609	281913043	0.98
clickbench_q06/duckdb:parquet	61877023	60728576	1.02
clickbench_q07/duckdb:parquet	54425146	51526708	1.06
clickbench_q08/duckdb:parquet	272805974	270192751	1.01
clickbench_q09/duckdb:parquet	401266576	397371671	1.01
clickbench_q10/duckdb:parquet	97409617	97294616	1.00
clickbench_q11/duckdb:parquet	109388057	107328163	1.02
clickbench_q12/duckdb:parquet	299814491	295965707	1.01
clickbench_q13/duckdb:parquet	522646694	518263995	1.01
clickbench_q14/duckdb:parquet	335046986	327428048	1.02
clickbench_q15/duckdb:parquet	244762023	243879836	1.00
clickbench_q16/duckdb:parquet	621665466	618862793	1.00
clickbench_q17/duckdb:parquet	513895902	511653620	1.00
clickbench_q18/duckdb:parquet	1069840620	1050310014	1.02
clickbench_q19/duckdb:parquet	50330481	50125957	1.00
clickbench_q20/duckdb:parquet	438303468	434224228	1.01
clickbench_q21/duckdb:parquet	561459331	554582252	1.01
clickbench_q22/duckdb:parquet	934948930	920332595	1.02
clickbench_q23/duckdb:parquet	313129948	309548143	1.01
clickbench_q24/duckdb:parquet	80980460	76581557	1.06
clickbench_q25/duckdb:parquet	141792170	142287527	1.00
clickbench_q26/duckdb:parquet	53771303	53282643	1.01
clickbench_q27/duckdb:parquet	649888393	644792576	1.01
clickbench_q28/duckdb:parquet	4861781378	4838952595	1.00
clickbench_q29/duckdb:parquet	61888272	60966176	1.02
clickbench_q30/duckdb:parquet	310534309	306851506	1.01
clickbench_q31/duckdb:parquet	357300380	348489313	1.03
clickbench_q32/duckdb:parquet	1158472527	1152455500	1.01
clickbench_q33/duckdb:parquet	1330299857	1246431809	1.07
clickbench_q34/duckdb:parquet	1360251404	1314070961	1.04
clickbench_q35/duckdb:parquet	357438647	354565522	1.01
clickbench_q36/duckdb:parquet	64694417	63860048	1.01
clickbench_q37/duckdb:parquet	52665870	53568549	0.98
clickbench_q38/duckdb:parquet	60090199	57521883	1.04
clickbench_q39/duckdb:parquet	99627534	99380136	1.00
clickbench_q40/duckdb:parquet	57027300	55591777	1.03
clickbench_q41/duckdb:parquet	59593903	59581407	1.00
clickbench_q42/duckdb:parquet	53872251	49621380	1.09

duckdb / duckdb (0.974x ➖, 1↑ 0↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb	18057189	19308157	0.94
clickbench_q01/duckdb:duckdb	33049582	35844832	0.92
clickbench_q02/duckdb:duckdb	46156246	47871370	0.96
clickbench_q03/duckdb:duckdb	47301594	49258807	0.96
clickbench_q04/duckdb:duckdb	217532597	219419403	0.99
clickbench_q05/duckdb:duckdb	321882112	326110689	0.99
clickbench_q06/duckdb:duckdb	35343899	38063493	0.93
clickbench_q07/duckdb:duckdb	35696793	38310906	0.93
clickbench_q08/duckdb:duckdb	314201430	305177609	1.03
clickbench_q09/duckdb:duckdb	478592524	471173980	1.02
clickbench_q10/duckdb:duckdb	98938053	100934528	0.98
clickbench_q11/duckdb:duckdb	106503648	109728817	0.97
clickbench_q12/duckdb:duckdb	301933694	292944947	1.03
clickbench_q13/duckdb:duckdb	531188473	540809939	0.98
clickbench_q14/duckdb:duckdb	350635896	349092783	1.00
clickbench_q15/duckdb:duckdb	272650327	265422203	1.03
clickbench_q16/duckdb:duckdb	701277530	673581117	1.04
clickbench_q17/duckdb:duckdb	595427993	584853501	1.02
clickbench_q18/duckdb:duckdb	1311883582	1269529395	1.03
clickbench_q19/duckdb:duckdb	34773587	36734237	0.95
clickbench_q20/duckdb:duckdb	896800476	989511884	0.91
clickbench_q21/duckdb:duckdb 🚀	992865436	1148259722	0.86
clickbench_q22/duckdb:duckdb	1021082744	1126622435	0.91
clickbench_q23/duckdb:duckdb	254185448	253413651	1.00
clickbench_q24/duckdb:duckdb	61227205	64041293	0.96
clickbench_q25/duckdb:duckdb	123928353	124057138	1.00
clickbench_q26/duckdb:duckdb	57377647	59509849	0.96
clickbench_q27/duckdb:duckdb	1130517113	1133232801	1.00
clickbench_q28/duckdb:duckdb	4778726378	4625751440	1.03
clickbench_q29/duckdb:duckdb	48561215	51217685	0.95
clickbench_q30/duckdb:duckdb	297309969	309073442	0.96
clickbench_q31/duckdb:duckdb	428416754	439493584	0.97
clickbench_q32/duckdb:duckdb	1427931441	1499914766	0.95
clickbench_q33/duckdb:duckdb	2003557055	2064692579	0.97
clickbench_q34/duckdb:duckdb	2342308797	2137893925	1.10
clickbench_q35/duckdb:duckdb	273309176	264726088	1.03
clickbench_q36/duckdb:duckdb	43419970	44943619	0.97
clickbench_q37/duckdb:duckdb	32257459	33859695	0.95
clickbench_q38/duckdb:duckdb	31384450	33613900	0.93
clickbench_q39/duckdb:duckdb	69422090	69026298	1.01
clickbench_q40/duckdb:duckdb	32142199	34474578	0.93
clickbench_q41/duckdb:duckdb	30990953	32540343	0.95
clickbench_q42/duckdb:duckdb	31731788	33871621	0.94

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	+6.1%	+5.8%	+0.3%	+563.4%	➖ noise
0	duckdb:duckdb	-6.5%	+5.8%	-11.6%	+261.8%	➖ noise
0	duckdb:vortex-file-compressed	+1.2%	+5.8%	-4.3%	+309.9%	➖ noise
1	datafusion:vortex-file-compressed	-5.8%	-2.7%	-3.2%	+37.3%	➖ noise
1	duckdb:duckdb	-7.8%	-2.7%	-5.2%	+59.3%	➖ noise
1	duckdb:vortex-file-compressed	+1.5%	-2.7%	+4.3%	+19.7%	➖ noise
2	datafusion:vortex-file-compressed	-0.0%	+2.2%	-2.2%	+30.9%	➖ noise
2	duckdb:duckdb	-3.6%	+2.2%	-5.7%	+21.0%	➖ noise
2	duckdb:vortex-file-compressed	+4.5%	+2.2%	+2.2%	+12.6%	➖ noise
3	datafusion:vortex-file-compressed	+4.0%	+2.5%	+1.5%	+146.1%	➖ noise
3	duckdb:duckdb	-4.0%	+2.5%	-6.3%	+54.3%	➖ noise
3	duckdb:vortex-file-compressed	-2.8%	+2.5%	-5.2%	+32.3%	➖ noise
4	datafusion:vortex-file-compressed	+3.0%	-1.4%	+4.4%	+10.0%	➖ noise
4	duckdb:duckdb	-0.9%	-1.4%	+0.5%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+2.3%	-1.4%	+3.7%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+9.0%	+0.3%	+8.6%	+10.0%	➖ noise
5	duckdb:duckdb	-1.3%	+0.3%	-1.6%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+2.8%	+0.3%	+2.4%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-5.9%	+4.9%	-10.3%	+37.7%	➖ noise
6	duckdb:duckdb	-7.1%	+4.9%	-11.5%	+30.1%	➖ noise
6	duckdb:vortex-file-compressed	+1.0%	+4.9%	-3.7%	+21.9%	➖ noise
7	datafusion:vortex-file-compressed	+5.1%	+5.2%	-0.1%	+10.5%	➖ noise
7	duckdb:duckdb	-6.8%	+5.2%	-11.4%	+11.8%	✅ faster
7	duckdb:vortex-file-compressed	+6.5%	+5.2%	+1.3%	+10.5%	➖ noise
8	datafusion:vortex-file-compressed	+2.7%	+2.5%	+0.2%	+10.0%	➖ noise
8	duckdb:duckdb	+3.0%	+2.5%	+0.5%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+3.0%	+2.5%	+0.5%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+3.0%	+1.2%	+1.8%	+10.0%	➖ noise
9	duckdb:duckdb	+1.6%	+1.2%	+0.3%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+1.9%	+1.2%	+0.7%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+5.2%	+1.4%	+3.8%	+10.0%	➖ noise
10	duckdb:duckdb	-2.0%	+1.4%	-3.3%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+2.2%	+1.4%	+0.8%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+5.8%	+1.0%	+4.8%	+10.0%	➖ noise
11	duckdb:duckdb	-2.9%	+1.0%	-3.9%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+5.0%	+1.0%	+4.0%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	+4.3%	+2.4%	+1.8%	+10.0%	➖ noise
12	duckdb:duckdb	+3.1%	+2.4%	+0.6%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	+1.8%	+2.4%	-0.6%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+3.3%	+1.4%	+1.9%	+10.0%	➖ noise
13	duckdb:duckdb	-1.8%	+1.4%	-3.1%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+3.7%	+1.4%	+2.3%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+5.5%	+10.2%	-4.3%	+10.0%	➖ noise
14	duckdb:duckdb	+0.4%	+10.2%	-8.9%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+4.2%	+10.2%	-5.5%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+2.1%	+13.3%	-9.9%	+10.0%	✅ faster
15	duckdb:duckdb	+2.7%	+13.3%	-9.3%	+10.0%	✅ faster
15	duckdb:vortex-file-compressed	+1.2%	+13.3%	-10.7%	+10.0%	✅ faster
16	datafusion:vortex-file-compressed	+3.3%	+14.6%	-9.9%	+10.0%	✅ faster
16	duckdb:duckdb	+4.1%	+14.6%	-9.1%	+10.0%	✅ faster
16	duckdb:vortex-file-compressed	+4.7%	+14.6%	-8.7%	+13.5%	➖ noise
17	datafusion:vortex-file-compressed	+4.1%	+12.0%	-7.1%	+10.0%	➖ noise
17	duckdb:duckdb	+1.8%	+12.0%	-9.1%	+10.0%	✅ faster
17	duckdb:vortex-file-compressed	-1.3%	+12.0%	-11.9%	+13.3%	✅ faster
18	datafusion:vortex-file-compressed	+1.0%	+6.9%	-5.6%	+10.0%	➖ noise
18	duckdb:duckdb	+3.3%	+6.9%	-3.4%	+10.9%	➖ noise
18	duckdb:vortex-file-compressed	+5.2%	+6.9%	-1.6%	+10.8%	➖ noise
19	datafusion:vortex-file-compressed	-1.7%	+1.8%	-3.4%	+11.3%	➖ noise
19	duckdb:duckdb	-5.3%	+1.8%	-7.0%	+11.3%	➖ noise
19	duckdb:vortex-file-compressed	+3.7%	+1.8%	+1.9%	+42.1%	➖ noise
20	datafusion:vortex-file-compressed	-0.4%	+2.2%	-2.6%	+182.8%	➖ noise
20	duckdb:duckdb	-9.4%	+2.2%	-11.4%	+27.6%	➖ noise
20	duckdb:vortex-file-compressed	+2.5%	+2.2%	+0.2%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	+1.9%	+0.8%	+1.1%	+10.0%	➖ noise
21	duckdb:duckdb	-13.5%	+0.8%	-14.2%	+14.3%	✅ faster
21	duckdb:vortex-file-compressed	+1.2%	+0.8%	+0.4%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+2.9%	+3.7%	-0.8%	+10.0%	➖ noise
22	duckdb:duckdb	-9.4%	+3.7%	-12.6%	+24.0%	➖ noise
22	duckdb:vortex-file-compressed	-5.6%	+3.7%	-8.9%	+18.9%	➖ noise
23	datafusion:vortex-file-compressed	+4.9%	+4.9%	+0.0%	+43.3%	➖ noise
23	duckdb:duckdb	+0.3%	+4.9%	-4.4%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	-16.8%	+4.9%	-20.7%	+10.0%	✅ faster
24	datafusion:vortex-file-compressed	+4.3%	+4.8%	-0.4%	+14.4%	➖ noise
24	duckdb:duckdb	-4.4%	+4.8%	-8.8%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	+32.3%	+4.8%	+26.2%	+44.0%	➖ noise
25	datafusion:vortex-file-compressed	-1.1%	+1.3%	-2.3%	+10.0%	➖ noise
25	duckdb:duckdb	-0.1%	+1.3%	-1.4%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	+4.0%	+1.3%	+2.6%	+13.6%	➖ noise
26	datafusion:vortex-file-compressed	-1.5%	+2.2%	-3.6%	+19.5%	➖ noise
26	duckdb:duckdb	-3.6%	+2.2%	-5.7%	+15.6%	➖ noise
26	duckdb:vortex-file-compressed	-8.4%	+2.2%	-10.4%	+26.8%	➖ noise
27	datafusion:vortex-file-compressed	+0.4%	+2.6%	-2.1%	+10.0%	➖ noise
27	duckdb:duckdb	-0.2%	+2.6%	-2.7%	+16.0%	➖ noise
27	duckdb:vortex-file-compressed	+2.2%	+2.6%	-0.3%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+2.0%	+1.5%	+0.5%	+10.0%	➖ noise
28	duckdb:duckdb	+3.3%	+1.5%	+1.8%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	-0.1%	+1.5%	-1.5%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	-2.3%	+0.6%	-2.9%	+12.3%	➖ noise
29	duckdb:duckdb	-5.2%	+0.6%	-5.8%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	-2.3%	+0.6%	-2.9%	+10.0%	➖ noise
30	datafusion:vortex-file-compressed	+2.3%	+3.5%	-1.1%	+10.0%	➖ noise
30	duckdb:duckdb	-3.8%	+3.5%	-7.0%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	+1.7%	+3.5%	-1.7%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+1.6%	+4.2%	-2.6%	+10.0%	➖ noise
31	duckdb:duckdb	-2.5%	+4.2%	-6.5%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	+6.3%	+4.2%	+2.0%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	+2.0%	+7.4%	-5.1%	+14.7%	➖ noise
32	duckdb:duckdb	-4.8%	+7.4%	-11.4%	+10.0%	✅ faster
32	duckdb:vortex-file-compressed	-6.3%	+7.4%	-12.8%	+10.0%	✅ faster
33	datafusion:vortex-file-compressed	+3.4%	+4.7%	-1.2%	+12.2%	➖ noise
33	duckdb:duckdb	-3.0%	+4.7%	-7.3%	+11.1%	➖ noise
33	duckdb:vortex-file-compressed	+3.1%	+4.7%	-1.5%	+11.0%	➖ noise
34	datafusion:vortex-file-compressed	+3.4%	+4.1%	-0.7%	+10.0%	➖ noise
34	duckdb:duckdb	+9.6%	+4.1%	+5.3%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	+1.0%	+4.1%	-2.9%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	+2.2%	+2.0%	+0.2%	+10.0%	➖ noise
35	duckdb:duckdb	+3.2%	+2.0%	+1.2%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	+1.2%	+2.0%	-0.8%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	-4.8%	+5.6%	-9.8%	+10.0%	✅ faster
36	duckdb:duckdb	-3.4%	+5.6%	-8.5%	+10.8%	➖ noise
36	duckdb:vortex-file-compressed	+5.4%	+5.6%	-0.2%	+10.3%	➖ noise
37	datafusion:vortex-file-compressed	-1.2%	+0.3%	-1.5%	+10.0%	➖ noise
37	duckdb:duckdb	-4.7%	+0.3%	-5.0%	+10.0%	➖ noise
37	duckdb:vortex-file-compressed	+6.9%	+0.3%	+6.6%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	-1.1%	-0.2%	-0.9%	+10.0%	➖ noise
38	duckdb:duckdb	-6.6%	-0.2%	-6.4%	+10.0%	➖ noise
38	duckdb:vortex-file-compressed	+2.3%	-0.2%	+2.5%	+12.4%	➖ noise
39	datafusion:vortex-file-compressed	+4.3%	+2.2%	+2.0%	+10.0%	➖ noise
39	duckdb:duckdb	+0.6%	+2.2%	-1.6%	+11.1%	➖ noise
39	duckdb:vortex-file-compressed	+7.8%	+2.2%	+5.5%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	-0.5%	+3.1%	-3.5%	+10.0%	➖ noise
40	duckdb:duckdb	-6.8%	+3.1%	-9.6%	+10.0%	✅ faster
40	duckdb:vortex-file-compressed	+1.1%	+3.1%	-2.0%	+11.3%	➖ noise
41	datafusion:vortex-file-compressed	-1.9%	+0.5%	-2.4%	+10.0%	➖ noise
41	duckdb:duckdb	-4.8%	+0.5%	-5.2%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	-0.7%	+0.5%	-1.2%	+12.2%	➖ noise
42	datafusion:vortex-file-compressed	+4.9%	+5.6%	-0.6%	+10.0%	➖ noise
42	duckdb:duckdb	-6.3%	+5.6%	-11.3%	+13.8%	➖ noise
42	duckdb:vortex-file-compressed	-3.1%	+5.6%	-8.3%	+10.0%	➖ noise

github-actions · 2026-04-06T20:31:24Z

File Sizes: Clickbench on NVME

File	Scale	Format	Base	Change	%
hits_73.vortex	1.0	vortex-compact	70.34 MB	70.34 MB	-100.0%
hits_11.vortex	1.0	vortex-compact	54.11 MB	54.11 MB	-100.0%
hits_98.vortex	1.0	vortex-compact	72.85 MB	72.85 MB	-100.0%
hits_18.vortex	1.0	vortex-compact	64.23 MB	64.23 MB	-100.0%
hits_99.vortex	1.0	vortex-compact	77.40 MB	77.40 MB	-100.0%
hits_14.vortex	1.0	vortex-compact	74.15 MB	74.15 MB	-100.0%
hits_41.vortex	1.0	vortex-compact	165.98 MB	165.98 MB	-100.0%
hits_33.vortex	1.0	vortex-compact	36.75 MB	36.75 MB	-100.0%
hits_27.vortex	1.0	vortex-compact	69.70 MB	69.70 MB	-100.0%
hits_91.vortex	1.0	vortex-compact	61.05 MB	61.05 MB	-100.0%
hits_36.vortex	1.0	vortex-compact	49.28 MB	49.28 MB	-100.0%
hits_8.vortex	1.0	vortex-compact	63.29 MB	63.29 MB	-100.0%
hits_66.vortex	1.0	vortex-compact	53.38 MB	53.38 MB	-100.0%
hits_84.vortex	1.0	vortex-compact	73.39 MB	73.39 MB	-100.0%
hits_23.vortex	1.0	vortex-compact	44.94 MB	44.94 MB	-100.0%
hits_95.vortex	1.0	vortex-compact	57.98 MB	57.98 MB	-100.0%
hits_65.vortex	1.0	vortex-compact	129.65 MB	129.65 MB	-100.0%
hits_42.vortex	1.0	vortex-compact	164.45 MB	164.45 MB	-100.0%
hits_67.vortex	1.0	vortex-compact	113.78 MB	113.78 MB	-100.0%
hits_19.vortex	1.0	vortex-compact	44.60 MB	44.60 MB	-100.0%
hits_58.vortex	1.0	vortex-compact	61.19 MB	61.19 MB	-100.0%
hits_26.vortex	1.0	vortex-compact	72.91 MB	72.91 MB	-100.0%
hits_20.vortex	1.0	vortex-compact	37.87 MB	37.87 MB	-100.0%
hits_97.vortex	1.0	vortex-compact	69.27 MB	69.27 MB	-100.0%
hits_90.vortex	1.0	vortex-compact	81.85 MB	81.85 MB	-100.0%
hits_10.vortex	1.0	vortex-compact	50.24 MB	50.24 MB	-100.0%
hits_93.vortex	1.0	vortex-compact	59.66 MB	59.66 MB	-100.0%
hits_62.vortex	1.0	vortex-compact	74.82 MB	74.82 MB	-100.0%
hits_29.vortex	1.0	vortex-compact	37.54 MB	37.54 MB	-100.0%
hits_94.vortex	1.0	vortex-compact	90.48 MB	90.48 MB	-100.0%
hits_51.vortex	1.0	vortex-compact	167.36 MB	167.36 MB	-100.0%
hits_71.vortex	1.0	vortex-compact	69.57 MB	69.57 MB	-100.0%
hits_57.vortex	1.0	vortex-compact	83.52 MB	83.52 MB	-100.0%
hits_64.vortex	1.0	vortex-compact	53.71 MB	53.71 MB	-100.0%
hits_6.vortex	1.0	vortex-compact	63.23 MB	63.23 MB	-100.0%
hits_15.vortex	1.0	vortex-compact	48.34 MB	48.34 MB	-100.0%
hits_75.vortex	1.0	vortex-compact	44.43 MB	44.43 MB	-100.0%
hits_39.vortex	1.0	vortex-compact	49.59 MB	49.59 MB	-100.0%
hits_74.vortex	1.0	vortex-compact	71.81 MB	71.81 MB	-100.0%
hits_49.vortex	1.0	vortex-compact	50.56 MB	50.56 MB	-100.0%
hits_30.vortex	1.0	vortex-compact	58.51 MB	58.51 MB	-100.0%
hits_69.vortex	1.0	vortex-compact	80.90 MB	80.90 MB	-100.0%
hits_16.vortex	1.0	vortex-compact	48.91 MB	48.91 MB	-100.0%
hits_17.vortex	1.0	vortex-compact	58.71 MB	58.71 MB	-100.0%
hits_2.vortex	1.0	vortex-compact	129.09 MB	129.09 MB	-100.0%
hits_46.vortex	1.0	vortex-compact	42.16 MB	42.16 MB	-100.0%
hits_96.vortex	1.0	vortex-compact	91.37 MB	91.37 MB	-100.0%
hits_70.vortex	1.0	vortex-compact	61.77 MB	61.77 MB	-100.0%
hits_21.vortex	1.0	vortex-compact	51.43 MB	51.43 MB	-100.0%
hits_55.vortex	1.0	vortex-compact	93.47 MB	93.47 MB	-100.0%
hits_43.vortex	1.0	vortex-compact	169.14 MB	169.14 MB	-100.0%
hits_85.vortex	1.0	vortex-compact	52.52 MB	52.52 MB	-100.0%
hits_5.vortex	1.0	vortex-compact	63.18 MB	63.18 MB	-100.0%
hits_92.vortex	1.0	vortex-compact	94.29 MB	94.29 MB	-100.0%
hits_7.vortex	1.0	vortex-compact	64.08 MB	64.08 MB	-100.0%
hits_61.vortex	1.0	vortex-compact	57.44 MB	57.44 MB	-100.0%
hits_25.vortex	1.0	vortex-compact	73.38 MB	73.38 MB	-100.0%
hits_48.vortex	1.0	vortex-compact	17.17 MB	17.17 MB	-100.0%
hits_59.vortex	1.0	vortex-compact	66.50 MB	66.50 MB	-100.0%
hits_47.vortex	1.0	vortex-compact	18.08 MB	18.08 MB	-100.0%
hits_87.vortex	1.0	vortex-compact	118.76 MB	118.76 MB	-100.0%
hits_44.vortex	1.0	vortex-compact	132.77 MB	132.77 MB	-100.0%
hits_77.vortex	1.0	vortex-compact	118.41 MB	118.41 MB	-100.0%
hits_12.vortex	1.0	vortex-compact	69.80 MB	69.80 MB	-100.0%
hits_31.vortex	1.0	vortex-compact	56.11 MB	56.11 MB	-100.0%
hits_79.vortex	1.0	vortex-compact	85.77 MB	85.77 MB	-100.0%
hits_72.vortex	1.0	vortex-compact	51.85 MB	51.85 MB	-100.0%
hits_38.vortex	1.0	vortex-compact	63.16 MB	63.16 MB	-100.0%
hits_83.vortex	1.0	vortex-compact	53.24 MB	53.24 MB	-100.0%
hits_88.vortex	1.0	vortex-compact	73.47 MB	73.47 MB	-100.0%
hits_52.vortex	1.0	vortex-compact	64.99 MB	64.99 MB	-100.0%
hits_0.vortex	1.0	vortex-compact	58.43 MB	58.43 MB	-100.0%
hits_13.vortex	1.0	vortex-compact	68.18 MB	68.18 MB	-100.0%
hits_35.vortex	1.0	vortex-compact	75.37 MB	75.37 MB	-100.0%
hits_89.vortex	1.0	vortex-compact	113.85 MB	113.85 MB	-100.0%
hits_28.vortex	1.0	vortex-compact	70.02 MB	70.02 MB	-100.0%
hits_78.vortex	1.0	vortex-compact	97.56 MB	97.56 MB	-100.0%
hits_82.vortex	1.0	vortex-compact	67.56 MB	67.56 MB	-100.0%
hits_34.vortex	1.0	vortex-compact	58.13 MB	58.13 MB	-100.0%
hits_4.vortex	1.0	vortex-compact	72.12 MB	72.12 MB	-100.0%
hits_40.vortex	1.0	vortex-compact	75.84 MB	75.84 MB	-100.0%
hits_32.vortex	1.0	vortex-compact	45.07 MB	45.07 MB	-100.0%
hits_68.vortex	1.0	vortex-compact	77.23 MB	77.23 MB	-100.0%
hits_86.vortex	1.0	vortex-compact	48.97 MB	48.97 MB	-100.0%
hits_3.vortex	1.0	vortex-compact	95.15 MB	95.15 MB	-100.0%
hits_63.vortex	1.0	vortex-compact	46.00 MB	46.00 MB	-100.0%
hits_81.vortex	1.0	vortex-compact	65.84 MB	65.84 MB	-100.0%
hits_9.vortex	1.0	vortex-compact	66.01 MB	66.01 MB	-100.0%
hits_54.vortex	1.0	vortex-compact	117.36 MB	117.36 MB	-100.0%
hits_76.vortex	1.0	vortex-compact	76.92 MB	76.92 MB	-100.0%
hits_56.vortex	1.0	vortex-compact	78.25 MB	78.25 MB	-100.0%
duckdb.db	1.0	vortex-compact	268.00 KB	268.00 KB	-100.0%
hits_24.vortex	1.0	vortex-compact	44.27 MB	44.27 MB	-100.0%
hits_1.vortex	1.0	vortex-compact	90.83 MB	90.83 MB	-100.0%
hits_50.vortex	1.0	vortex-compact	113.52 MB	113.52 MB	-100.0%
hits_45.vortex	1.0	vortex-compact	75.71 MB	75.71 MB	-100.0%
hits_53.vortex	1.0	vortex-compact	62.40 MB	62.40 MB	-100.0%
hits_22.vortex	1.0	vortex-compact	45.47 MB	45.47 MB	-100.0%
hits_60.vortex	1.0	vortex-compact	64.52 MB	64.52 MB	-100.0%
hits_80.vortex	1.0	vortex-compact	68.60 MB	68.60 MB	-100.0%
hits_37.vortex	1.0	vortex-compact	54.23 MB	54.23 MB	-100.0%

Totals:

vortex-compact: 7.08 GB → 0 B (-100.0%)
vortex-file-compressed: 14.65 GB → 14.65 GB (0.0%)

github-actions · 2026-04-06T20:35:00Z

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -10.7%
Vortex (geomean): 0.972x ➖
Parquet (geomean): 1.088x ➖
Shifts: Parquet (control) +8.8% · Median polish +1.8%

datafusion / vortex-file-compressed (0.922x ➖, 4↑ 4↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 🚀	682701586	1012207078	0.67
tpch_q02/datafusion:vortex-file-compressed 🚀	762289322	1481484557	0.51
tpch_q03/datafusion:vortex-file-compressed 🚨	1714533292	1298123626	1.32
tpch_q04/datafusion:vortex-file-compressed	1058587000	1196278053	0.88
tpch_q05/datafusion:vortex-file-compressed	1346937649	1458411389	0.92
tpch_q06/datafusion:vortex-file-compressed	735835002	855346691	0.86
tpch_q07/datafusion:vortex-file-compressed 🚨	1564132761	1195880088	1.31
tpch_q08/datafusion:vortex-file-compressed	1260523519	1696409838	0.74
tpch_q09/datafusion:vortex-file-compressed 🚀	1375589885	2089109554	0.66
tpch_q10/datafusion:vortex-file-compressed	1394119876	1662590065	0.84
tpch_q11/datafusion:vortex-file-compressed	1124409433	877666228	1.28
tpch_q12/datafusion:vortex-file-compressed	1164008210	1313828767	0.89
tpch_q13/datafusion:vortex-file-compressed	627855184	623874520	1.01
tpch_q14/datafusion:vortex-file-compressed 🚀	593799717	1028154558	0.58
tpch_q15/datafusion:vortex-file-compressed	1320044615	1703675039	0.77
tpch_q16/datafusion:vortex-file-compressed	613495231	616908078	0.99
tpch_q17/datafusion:vortex-file-compressed	1186832237	1424034001	0.83
tpch_q18/datafusion:vortex-file-compressed	1286999992	1421013306	0.91
tpch_q19/datafusion:vortex-file-compressed	1267371126	987408573	1.28
tpch_q20/datafusion:vortex-file-compressed 🚨	1734240129	1107904589	1.57
tpch_q21/datafusion:vortex-file-compressed 🚨	2435384591	1750495474	1.39
tpch_q22/datafusion:vortex-file-compressed	551033002	613081648	0.90

datafusion / vortex-compact (0.917x ➖, 5↑ 2↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	713399553	840011757	0.85
tpch_q02/datafusion:vortex-compact	849396720	1054884243	0.81
tpch_q03/datafusion:vortex-compact	1083999401	1126058835	0.96
tpch_q04/datafusion:vortex-compact	896761570	951057241	0.94
tpch_q05/datafusion:vortex-compact	1151032436	1118693381	1.03
tpch_q06/datafusion:vortex-compact	793093984	656549317	1.21
tpch_q07/datafusion:vortex-compact	1373811746	1219963049	1.13
tpch_q08/datafusion:vortex-compact 🚀	1305946392	2115917274	0.62
tpch_q09/datafusion:vortex-compact	1530048229	1368738632	1.12
tpch_q10/datafusion:vortex-compact	1505138166	1189961923	1.26
tpch_q11/datafusion:vortex-compact 🚀	420110983	622382498	0.68
tpch_q12/datafusion:vortex-compact 🚀	785445972	1472291414	0.53
tpch_q13/datafusion:vortex-compact 🚀	403573748	653853451	0.62
tpch_q14/datafusion:vortex-compact	614675708	770694588	0.80
tpch_q15/datafusion:vortex-compact 🚀	1179153946	1943994128	0.61
tpch_q16/datafusion:vortex-compact	410110321	529585747	0.77
tpch_q17/datafusion:vortex-compact	1298468896	1517892453	0.86
tpch_q18/datafusion:vortex-compact	1170457028	1392466609	0.84
tpch_q19/datafusion:vortex-compact	1079293409	896663616	1.20
tpch_q20/datafusion:vortex-compact 🚨	1364025401	1007997659	1.35
tpch_q21/datafusion:vortex-compact	1975285749	1646369868	1.20
tpch_q22/datafusion:vortex-compact 🚨	696192260	414621670	1.68

datafusion / parquet (1.128x ➖, 0↑ 7↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	879136672	807759997	1.09
tpch_q02/datafusion:parquet 🚨	1237243848	894459126	1.38
tpch_q03/datafusion:parquet	1126543183	989505099	1.14
tpch_q04/datafusion:parquet	605173732	475636937	1.27
tpch_q05/datafusion:parquet	1728582410	1490762012	1.16
tpch_q06/datafusion:parquet 🚨	1085284108	622223464	1.74
tpch_q07/datafusion:parquet	1661041415	1741583214	0.95
tpch_q08/datafusion:parquet	2315891895	2020863398	1.15
tpch_q09/datafusion:parquet 🚨	2542195422	1850815376	1.37
tpch_q10/datafusion:parquet	2387523505	2905182230	0.82
tpch_q11/datafusion:parquet	1236610008	1197803312	1.03
tpch_q12/datafusion:parquet 🚨	1150397725	759637411	1.51
tpch_q13/datafusion:parquet	784449879	939443198	0.84
tpch_q14/datafusion:parquet	813214883	902324749	0.90
tpch_q15/datafusion:parquet	1288995352	1585288632	0.81
tpch_q16/datafusion:parquet	808952075	729761975	1.11
tpch_q17/datafusion:parquet	1540655928	1752473772	0.88
tpch_q18/datafusion:parquet	2234078404	2153313481	1.04
tpch_q19/datafusion:parquet 🚨	1375403957	1002854213	1.37
tpch_q20/datafusion:parquet	1439104256	1413227036	1.02
tpch_q21/datafusion:parquet 🚨	2764697747	2064265247	1.34
tpch_q22/datafusion:parquet 🚨	1716394575	1186125028	1.45

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

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	629362283	673286012	0.93
tpch_q02/duckdb:vortex-file-compressed	1499465339	1491965067	1.01
tpch_q03/duckdb:vortex-file-compressed 🚨	1359046738	1005587406	1.35
tpch_q04/duckdb:vortex-file-compressed	812031723	1033278090	0.79
tpch_q05/duckdb:vortex-file-compressed	1154802591	1254409605	0.92
tpch_q06/duckdb:vortex-file-compressed	875517758	860308448	1.02
tpch_q07/duckdb:vortex-file-compressed	1435018574	1493751348	0.96
tpch_q08/duckdb:vortex-file-compressed	1617613294	1405094890	1.15
tpch_q09/duckdb:vortex-file-compressed	1762852860	1698329628	1.04
tpch_q10/duckdb:vortex-file-compressed	1349924108	1470232931	0.92
tpch_q11/duckdb:vortex-file-compressed	741773304	685245296	1.08
tpch_q12/duckdb:vortex-file-compressed	811241527	949281341	0.85
tpch_q13/duckdb:vortex-file-compressed	1187723965	1065247723	1.11
tpch_q14/duckdb:vortex-file-compressed	911763994	936153560	0.97
tpch_q15/duckdb:vortex-file-compressed	602980991	584014228	1.03
tpch_q16/duckdb:vortex-file-compressed	566584113	533860564	1.06
tpch_q17/duckdb:vortex-file-compressed	1009985115	1118047097	0.90
tpch_q18/duckdb:vortex-file-compressed	1051025468	913567403	1.15
tpch_q19/duckdb:vortex-file-compressed	959395838	878542463	1.09
tpch_q20/duckdb:vortex-file-compressed	1274646972	1194714364	1.07
tpch_q21/duckdb:vortex-file-compressed	2031618574	2173591281	0.93
tpch_q22/duckdb:vortex-file-compressed	893721373	718070651	1.24

duckdb / vortex-compact (1.036x ➖, 0↑ 1↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	677515792	603785963	1.12
tpch_q02/duckdb:vortex-compact 🚨	1656108612	1148708297	1.44
tpch_q03/duckdb:vortex-compact	919557346	948580025	0.97
tpch_q04/duckdb:vortex-compact	719796656	678388241	1.06
tpch_q05/duckdb:vortex-compact	1361528231	1072732870	1.27
tpch_q06/duckdb:vortex-compact	749296285	981982637	0.76
tpch_q07/duckdb:vortex-compact	1203011231	1127939359	1.07
tpch_q08/duckdb:vortex-compact	1631743000	1476166391	1.11
tpch_q09/duckdb:vortex-compact	1440225927	1579471020	0.91
tpch_q10/duckdb:vortex-compact	1136374697	1333768456	0.85
tpch_q11/duckdb:vortex-compact	759499845	666751365	1.14
tpch_q12/duckdb:vortex-compact	789372068	705843893	1.12
tpch_q13/duckdb:vortex-compact	879703663	966140063	0.91
tpch_q14/duckdb:vortex-compact	878917872	821067158	1.07
tpch_q15/duckdb:vortex-compact	569410660	582753469	0.98
tpch_q16/duckdb:vortex-compact	460592569	473953551	0.97
tpch_q17/duckdb:vortex-compact	909671467	888282856	1.02
tpch_q18/duckdb:vortex-compact	821440026	783572119	1.05
tpch_q19/duckdb:vortex-compact	787138576	757166837	1.04
tpch_q20/duckdb:vortex-compact	1223021287	1273266126	0.96
tpch_q21/duckdb:vortex-compact	1887544650	1798782775	1.05
tpch_q22/duckdb:vortex-compact	809143490	732385480	1.10

duckdb / parquet (1.049x ➖, 0↑ 1↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	1552534225	1239734205	1.25
tpch_q02/duckdb:parquet	2075365961	1620203592	1.28
tpch_q03/duckdb:parquet	1796405475	2205910329	0.81
tpch_q04/duckdb:parquet	1237059979	1252923630	0.99
tpch_q05/duckdb:parquet	2503118619	2498309048	1.00
tpch_q06/duckdb:parquet	1072693719	941217574	1.14
tpch_q07/duckdb:parquet	2175132662	1957439660	1.11
tpch_q08/duckdb:parquet	3112871316	3086621372	1.01
tpch_q09/duckdb:parquet	2896003369	2880469573	1.01
tpch_q10/duckdb:parquet	3299036925	3926132177	0.84
tpch_q11/duckdb:parquet	1188434669	1362919797	0.87
tpch_q12/duckdb:parquet	1221642131	1124644654	1.09
tpch_q13/duckdb:parquet	1553351837	1499886991	1.04
tpch_q14/duckdb:parquet	1468297175	1445700695	1.02
tpch_q15/duckdb:parquet	1144740845	1055412938	1.08
tpch_q16/duckdb:parquet	916511992	1054583049	0.87
tpch_q17/duckdb:parquet 🚨	1600568616	1191747723	1.34
tpch_q18/duckdb:parquet	1478300826	1450101876	1.02
tpch_q19/duckdb:parquet	1870771406	1648670855	1.13
tpch_q20/duckdb:parquet	2139951104	1799215412	1.19
tpch_q21/duckdb:parquet	2275889857	1960778675	1.16
tpch_q22/duckdb:parquet	1282071671	1254358145	1.02

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-15.1%	+16.7%	-27.3%	+84.9%	➖ noise
1	datafusion:vortex-file-compressed	-32.6%	+16.7%	-42.2%	+80.5%	➖ noise
1	duckdb:vortex-compact	+12.2%	+16.7%	-3.9%	+51.2%	➖ noise
1	duckdb:vortex-file-compressed	-6.5%	+16.7%	-19.9%	+55.9%	➖ noise
2	datafusion:vortex-compact	-19.5%	+33.1%	-39.5%	+44.1%	✅ faster
2	datafusion:vortex-file-compressed	-48.5%	+33.1%	-61.3%	+58.3%	✅ faster
2	duckdb:vortex-compact	+44.2%	+33.1%	+8.3%	+52.6%	➖ noise
2	duckdb:vortex-file-compressed	+0.5%	+33.1%	-24.5%	+45.7%	➖ noise
3	datafusion:vortex-compact	-3.7%	-3.7%	-0.0%	+74.1%	➖ noise
3	datafusion:vortex-file-compressed	+32.1%	-3.7%	+37.2%	+94.8%	➖ noise
3	duckdb:vortex-compact	-3.1%	-3.7%	+0.7%	+58.7%	➖ noise
3	duckdb:vortex-file-compressed	+35.1%	-3.7%	+40.4%	+61.5%	➖ noise
4	datafusion:vortex-compact	-5.7%	+12.1%	-15.9%	+47.3%	➖ noise
4	datafusion:vortex-file-compressed	-11.5%	+12.1%	-21.0%	+41.6%	➖ noise
4	duckdb:vortex-compact	+6.1%	+12.1%	-5.3%	+43.6%	➖ noise
4	duckdb:vortex-file-compressed	-21.4%	+12.1%	-29.9%	+58.8%	➖ noise
5	datafusion:vortex-compact	+2.9%	+7.8%	-4.5%	+44.9%	➖ noise
5	datafusion:vortex-file-compressed	-7.6%	+7.8%	-14.3%	+42.9%	➖ noise
5	duckdb:vortex-compact	+26.9%	+7.8%	+17.8%	+41.6%	➖ noise
5	duckdb:vortex-file-compressed	-7.9%	+7.8%	-14.6%	+41.6%	➖ noise
6	datafusion:vortex-compact	+20.8%	+41.0%	-14.3%	+41.6%	➖ noise
6	datafusion:vortex-file-compressed	-14.0%	+41.0%	-39.0%	+41.6%	✅ faster
6	duckdb:vortex-compact	-23.7%	+41.0%	-45.9%	+44.6%	✅ faster
6	duckdb:vortex-file-compressed	+1.8%	+41.0%	-27.8%	+46.8%	➖ noise
7	datafusion:vortex-compact	+12.6%	+2.9%	+9.4%	+41.6%	➖ noise
7	datafusion:vortex-file-compressed	+30.8%	+2.9%	+27.0%	+41.6%	➖ noise
7	duckdb:vortex-compact	+6.7%	+2.9%	+3.6%	+41.6%	➖ noise
7	duckdb:vortex-file-compressed	-3.9%	+2.9%	-6.7%	+41.6%	➖ noise
8	datafusion:vortex-compact	-38.3%	+7.5%	-42.6%	+41.6%	✅ faster
8	datafusion:vortex-file-compressed	-25.7%	+7.5%	-30.9%	+41.6%	✅ faster
8	duckdb:vortex-compact	+10.5%	+7.5%	+2.8%	+41.6%	➖ noise
8	duckdb:vortex-file-compressed	+15.1%	+7.5%	+7.1%	+41.6%	➖ noise
9	datafusion:vortex-compact	+11.8%	+17.5%	-4.9%	+41.6%	➖ noise
9	datafusion:vortex-file-compressed	-34.2%	+17.5%	-44.0%	+41.6%	✅ faster
9	duckdb:vortex-compact	-8.8%	+17.5%	-22.4%	+41.6%	➖ noise
9	duckdb:vortex-file-compressed	+3.8%	+17.5%	-11.7%	+41.6%	➖ noise
10	datafusion:vortex-compact	+26.5%	-16.9%	+52.2%	+72.3%	➖ noise
10	datafusion:vortex-file-compressed	-16.1%	-16.9%	+0.9%	+70.5%	➖ noise
10	duckdb:vortex-compact	-14.8%	-16.9%	+2.5%	+53.7%	➖ noise
10	duckdb:vortex-file-compressed	-8.2%	-16.9%	+10.5%	+43.3%	➖ noise
11	datafusion:vortex-compact	-32.5%	-5.1%	-28.9%	+61.7%	➖ noise
11	datafusion:vortex-file-compressed	+28.1%	-5.1%	+35.0%	+93.5%	➖ noise
11	duckdb:vortex-compact	+13.9%	-5.1%	+20.1%	+41.6%	➖ noise
11	duckdb:vortex-file-compressed	+8.2%	-5.1%	+14.1%	+48.8%	➖ noise
12	datafusion:vortex-compact	-46.7%	+28.3%	-58.4%	+43.6%	✅ faster
12	datafusion:vortex-file-compressed	-11.4%	+28.3%	-30.9%	+48.9%	➖ noise
12	duckdb:vortex-compact	+11.8%	+28.3%	-12.8%	+41.6%	➖ noise
12	duckdb:vortex-file-compressed	-14.5%	+28.3%	-33.4%	+41.6%	✅ faster
13	datafusion:vortex-compact	-38.3%	-7.0%	-33.6%	+71.2%	➖ noise
13	datafusion:vortex-file-compressed	+0.6%	-7.0%	+8.2%	+47.4%	➖ noise
13	duckdb:vortex-compact	-8.9%	-7.0%	-2.1%	+78.2%	➖ noise
13	duckdb:vortex-file-compressed	+11.5%	-7.0%	+19.9%	+72.8%	➖ noise
14	datafusion:vortex-compact	-20.2%	-4.3%	-16.6%	+41.6%	➖ noise
14	datafusion:vortex-file-compressed	-42.2%	-4.3%	-39.6%	+47.5%	✅ faster
14	duckdb:vortex-compact	+7.0%	-4.3%	+11.9%	+41.6%	➖ noise
14	duckdb:vortex-file-compressed	-2.6%	-4.3%	+1.8%	+41.6%	➖ noise
15	datafusion:vortex-compact	-39.3%	-6.1%	-35.4%	+42.6%	✅ faster
15	datafusion:vortex-file-compressed	-22.5%	-6.1%	-17.5%	+41.6%	➖ noise
15	duckdb:vortex-compact	-2.3%	-6.1%	+4.0%	+41.6%	➖ noise
15	duckdb:vortex-file-compressed	+3.2%	-6.1%	+9.9%	+41.6%	➖ noise
16	datafusion:vortex-compact	-22.6%	-1.8%	-21.1%	+41.6%	➖ noise
16	datafusion:vortex-file-compressed	-0.6%	-1.8%	+1.3%	+67.9%	➖ noise
16	duckdb:vortex-compact	-2.8%	-1.8%	-1.0%	+41.6%	➖ noise
16	duckdb:vortex-file-compressed	+6.1%	-1.8%	+8.1%	+42.1%	➖ noise
17	datafusion:vortex-compact	-14.5%	+8.7%	-21.3%	+41.6%	➖ noise
17	datafusion:vortex-file-compressed	-16.7%	+8.7%	-23.3%	+41.6%	➖ noise
17	duckdb:vortex-compact	+2.4%	+8.7%	-5.8%	+41.6%	➖ noise
17	duckdb:vortex-file-compressed	-9.7%	+8.7%	-16.9%	+41.6%	➖ noise
18	datafusion:vortex-compact	-15.9%	+2.8%	-18.3%	+41.6%	➖ noise
18	datafusion:vortex-file-compressed	-9.4%	+2.8%	-11.9%	+41.6%	➖ noise
18	duckdb:vortex-compact	+4.8%	+2.8%	+1.9%	+41.6%	➖ noise
18	duckdb:vortex-file-compressed	+15.0%	+2.8%	+11.9%	+41.6%	➖ noise
19	datafusion:vortex-compact	+20.4%	+24.7%	-3.5%	+41.6%	➖ noise
19	datafusion:vortex-file-compressed	+28.4%	+24.7%	+2.9%	+41.6%	➖ noise
19	duckdb:vortex-compact	+4.0%	+24.7%	-16.7%	+41.6%	➖ noise
19	duckdb:vortex-file-compressed	+9.2%	+24.7%	-12.5%	+63.3%	➖ noise
20	datafusion:vortex-compact	+35.3%	+10.1%	+23.0%	+41.6%	➖ noise
20	datafusion:vortex-file-compressed	+56.5%	+10.1%	+42.2%	+41.6%	🚨 regression
20	duckdb:vortex-compact	-3.9%	+10.1%	-12.7%	+41.6%	➖ noise
20	duckdb:vortex-file-compressed	+6.7%	+10.1%	-3.1%	+41.6%	➖ noise
21	datafusion:vortex-compact	+20.0%	+24.7%	-3.8%	+41.6%	➖ noise
21	datafusion:vortex-file-compressed	+39.1%	+24.7%	+11.6%	+41.6%	➖ noise
21	duckdb:vortex-compact	+4.9%	+24.7%	-15.8%	+41.6%	➖ noise
21	duckdb:vortex-file-compressed	-6.5%	+24.7%	-25.0%	+41.6%	➖ noise
22	datafusion:vortex-compact	+67.9%	+21.6%	+38.1%	+47.5%	➖ noise
22	datafusion:vortex-file-compressed	-10.1%	+21.6%	-26.1%	+55.9%	➖ noise
22	duckdb:vortex-compact	+10.5%	+21.6%	-9.2%	+41.6%	➖ noise
22	duckdb:vortex-file-compressed	+24.5%	+21.6%	+2.3%	+42.1%	➖ noise

github-actions · 2026-04-06T20:35:34Z

Benchmarks: Compression

Vortex (geomean): 1.008x ➖
Parquet (geomean): 0.985x ➖

unknown / unknown (0.980x ➖, 11↑ 1↓)

name	PR `bade108` (ns)	base `6eee669` (ns)	ratio (PR/base)
compress time/Arade	1184670990	1200811180	0.99
compress time/Bimbo	7145069743	7517461035	0.95
compress time/CMSprovider	3012672895	3063533108	0.98
compress time/Euro2016	440980853	482386159	0.91
compress time/Food	408711126	446986957	0.91
compress time/HashTags	815253826	864160702	0.94
compress time/TPC-H l_comment canonical	1331064463	1358912985	0.98
compress time/TPC-H l_comment chunked	1343972774	1384619455	0.97
compress time/taxi	722755206	723122950	1.00
compress time/wide table cols=100 chunks=1 rows=1000 🚀	10510495	12062313	0.87
compress time/wide table cols=100 chunks=50 rows=1000	11405368	12611268	0.90
compress time/wide table cols=1000 chunks=1 rows=1000	122917708	130107195	0.94
compress time/wide table cols=1000 chunks=50 rows=1000	123862993	129341732	0.96
compress time/wide table cols=10000 chunks=1 rows=1000	1253978829	1248454571	1.00
compress time/wide table cols=10000 chunks=50 rows=1000	1254241169	1234469419	1.02
decompress time/Arade	29557945	29932850	0.99
decompress time/Bimbo	104798352	108464701	0.97
decompress time/CMSprovider	82411604	78986465	1.04
decompress time/Euro2016 🚀	21333351	23754566	0.90
decompress time/Food 🚀	8484828	9613569	0.88
decompress time/HashTags	84822686	87487690	0.97
decompress time/TPC-H l_comment canonical	41900184	44613742	0.94
decompress time/TPC-H l_comment chunked	44165950	47116659	0.94
decompress time/taxi	20072309	19242039	1.04
decompress time/wide table cols=100 chunks=1 rows=1000 🚀	2666229	3051947	0.87
decompress time/wide table cols=100 chunks=50 rows=1000	2474962	2600668	0.95
decompress time/wide table cols=1000 chunks=1 rows=1000	23740449	25682235	0.92
decompress time/wide table cols=1000 chunks=50 rows=1000	23746399	24922613	0.95
decompress time/wide table cols=10000 chunks=1 rows=1000	348820634	354652867	0.98
decompress time/wide table cols=10000 chunks=50 rows=1000	349493222	349241585	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	3058694916	3090413183	0.99
parquet_rs-zstd compress time/Bimbo 🚀	17684229601	19761925502	0.89
parquet_rs-zstd compress time/CMSprovider	7977062991	8257456010	0.97
parquet_rs-zstd compress time/Euro2016 🚀	1350771207	1509961008	0.89
parquet_rs-zstd compress time/Food	953354589	1052218497	0.91
parquet_rs-zstd compress time/HashTags 🚀	2489676084	2865881510	0.87
parquet_rs-zstd compress time/TPC-H l_comment canonical	3116609061	3248701303	0.96
parquet_rs-zstd compress time/TPC-H l_comment chunked	3128860767	3360235688	0.93
parquet_rs-zstd compress time/taxi	1536067555	1563853168	0.98
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000 🚀	6829687	7785311	0.88
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000	6754098	6906501	0.98
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000	85554377	91537752	0.93
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000	85345646	89489766	0.95
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000	890189469	921815255	0.97
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000	869540062	931985577	0.93
parquet_rs-zstd decompress time/Arade	654065902	654392937	1.00
parquet_rs-zstd decompress time/Bimbo	1816088135	1828994690	0.99
parquet_rs-zstd decompress time/CMSprovider	1953277480	2017104527	0.97
parquet_rs-zstd decompress time/Euro2016 🚀	386788914	458252457	0.84
parquet_rs-zstd decompress time/Food 🚀	223423820	257312405	0.87
parquet_rs-zstd decompress time/HashTags 🚀	627274121	780457146	0.80
parquet_rs-zstd decompress time/TPC-H l_comment canonical	565387408	584311460	0.97
parquet_rs-zstd decompress time/TPC-H l_comment chunked	571392495	598930251	0.95
parquet_rs-zstd decompress time/taxi	251735142	250224587	1.01
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000	2687760	2867522	0.94
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000	2656731	2716834	0.98
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000	31901768	33985163	0.94
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000	31889238	31835772	1.00
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000	369399115	379564205	0.97
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000	361149102	374577724	0.96
vortex-file-compressed size/Arade	143589172	143589172	1.00
vortex-file-compressed size/Bimbo	510398836	510398836	1.00
vortex-file-compressed size/CMSprovider	448301188	448301188	1.00
vortex-file-compressed size/Euro2016	164458044	164456380	1.00
vortex-file-compressed size/Food	44206912	44206912	1.00
vortex-file-compressed size/HashTags	195860188	195860188	1.00
vortex-file-compressed size/TPC-H l_comment canonical	179476760	179476760	1.00
vortex-file-compressed size/TPC-H l_comment chunked	179476760	179476760	1.00
vortex-file-compressed size/taxi	51036356	51036356	1.00
vortex-file-compressed size/wide table cols=100 chunks=1 rows=1000	884416	884416	1.00
vortex-file-compressed size/wide table cols=100 chunks=50 rows=1000	884416	884416	1.00
vortex-file-compressed size/wide table cols=1000 chunks=1 rows=1000	8829616	8829616	1.00
vortex-file-compressed size/wide table cols=1000 chunks=50 rows=1000	8829616	8829616	1.00
vortex-file-compressed size/wide table cols=10000 chunks=1 rows=1000	88317616	88317616	1.00
vortex-file-compressed size/wide table cols=10000 chunks=50 rows=1000	88317616	88317616	1.00
vortex:parquet-zstd ratio compress time/Arade	0	0	1.00
vortex:parquet-zstd ratio compress time/Bimbo	0	0	1.06
vortex:parquet-zstd ratio compress time/CMSprovider	0	0	1.02
vortex:parquet-zstd ratio compress time/Euro2016	0	0	1.02
vortex:parquet-zstd ratio compress time/Food	0	0	1.01
vortex:parquet-zstd ratio compress time/HashTags	0	0	1.09
vortex:parquet-zstd ratio compress time/TPC-H l_comment canonical	0	0	1.02
vortex:parquet-zstd ratio compress time/TPC-H l_comment chunked	0	0	1.04
vortex:parquet-zstd ratio compress time/taxi	0	0	1.02
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000	1	1	0.99
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=50 rows=1000	1	1	0.92
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000	1	1	1.01
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000	1	1	1.00
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000	1	1	1.04
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=50 rows=1000	1	1	1.09
vortex:parquet-zstd ratio decompress time/Arade	0	0	0.99
vortex:parquet-zstd ratio decompress time/Bimbo	0	0	0.97
vortex:parquet-zstd ratio decompress time/CMSprovider	0	0	1.08
vortex:parquet-zstd ratio decompress time/Euro2016	0	0	1.06
vortex:parquet-zstd ratio decompress time/Food	0	0	1.02
vortex:parquet-zstd ratio decompress time/HashTags 🚨	0	0	1.21
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0	0	0.97
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked	0	0	0.98
vortex:parquet-zstd ratio decompress time/taxi	0	0	1.04
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000	0	1	0.93
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000	0	0	0.97
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=1 rows=1000	0	0	0.98
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=50 rows=1000	0	0	0.95
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000	0	0	1.01
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000	0	0	1.04
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

joseph-isaacs · 2026-04-07T09:35:03Z

This likely broke:

The shared array
The zstd array
The Pco array
The FSST array

joseph-isaacs · 2026-04-07T09:47:09Z

Ill work on the fix

After #7287 The validity of some arrays as in-corrected cached. This PR fixes that. --------- Signed-off-by: Joe Isaacs <joe.isaacs@live.co.uk>

gatesn added 6 commits April 3, 2026 20:10

Remove with_slots from vtable

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gatesn added 2 commits April 5, 2026 16:11

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gatesn added the changelog/break A breaking API change label Apr 5, 2026

gatesn added 16 commits April 5, 2026 17:00

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Merge remote-tracking branch 'origin/develop' into ngates/slots

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gatesn marked this pull request as ready for review April 6, 2026 18:30

gatesn requested a review from joseph-isaacs April 6, 2026 18:30

gatesn enabled auto-merge (squash) April 6, 2026 18:39

lwwmanning reviewed Apr 6, 2026

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Fix clippy

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

gatesn added the action/benchmark Trigger full benchmarks to run on this PR label Apr 6, 2026

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gatesn merged commit 11d607e into develop Apr 6, 2026
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gatesn deleted the ngates/slots branch April 6, 2026 20:50

joseph-isaacs mentioned this pull request Apr 7, 2026

fix: array correctly update their validity #7307

Merged

joseph-isaacs added a commit that referenced this pull request Apr 7, 2026

fix: array correctly update their validity (#7307)

951bdf9

After #7287 The validity of some arrays as in-corrected cached. This PR fixes that. --------- Signed-off-by: Joe Isaacs <joe.isaacs@live.co.uk>

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Merging this PR will degrade performance by 20.14%

Performance Changes

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Polar Signals Profiling Results

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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-H SF=1 on S3

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Benchmarks: TPC-H SF=10 on NVME

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File Sizes: TPC-H SF=10 on NVME

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Benchmarks: TPC-DS SF=1 on NVME

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File Sizes: TPC-DS SF=1 on NVME

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Benchmarks: FineWeb S3

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github-actions bot commented Apr 6, 2026

Benchmarks: Random Access

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github-actions bot commented Apr 6, 2026

Benchmarks: Statistical and Population Genetics

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File Sizes: Statistical and Population Genetics

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github-actions bot commented Apr 6, 2026

Benchmarks: Clickbench on NVME

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File Sizes: Clickbench on NVME

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github-actions bot commented Apr 6, 2026

Benchmarks: TPC-H SF=10 on S3

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Benchmarks: Compression

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