Implement compare/between for bitpacked arrays - improve performance by up to 2X

[AdamGS]

After some iterations, this seems to improve performance in any case we actually measure. It does require merging and releasing spiraldb/fastlanes#125.

[codspeed-hq]

Merging this PR will improve performance by 62.79%

⚠️ Unknown Walltime execution environment detected

Using the Walltime instrument on standard Hosted Runners will lead to inconsistent data.

For the most accurate results, we recommend using CodSpeed Macro Runners: bare-metal machines fine-tuned for performance measurement consistency.

⚡ 27 improved benchmarks
❌ 2 regressed benchmarks
✅ 1208 untouched benchmarks

Warning

Please fix the performance issues or acknowledge them on CodSpeed.

Performance Changes

	Mode	Benchmark	BASE	HEAD	Efficiency
❌	Simulation	chunked_varbinview_opt_canonical_into[(1000, 10)]	187.5 µs	224.9 µs	-16.66%
⚡	Simulation	new_alp_prim_test_between[f64, 2048]	70.6 µs	55.1 µs	+28.16%
⚡	Simulation	new_alp_prim_test_between[f64, 32768]	250.4 µs	117.9 µs	×2.1
⚡	Simulation	new_bp_prim_test_between[i16, 16384]	82.2 µs	65 µs	+26.35%
⚡	Simulation	new_bp_prim_test_between[i16, 32768]	120.3 µs	93.2 µs	+29.02%
⚡	Simulation	new_bp_prim_test_between[i32, 2048]	53.4 µs	43.5 µs	+22.93%
⚡	Simulation	new_alp_prim_test_between[f32, 2048]	62.1 µs	51.5 µs	+20.54%
⚡	Simulation	new_bp_prim_test_between[i16, 2048]	48.8 µs	40.3 µs	+21.24%
⚡	Simulation	new_bp_prim_test_between[i32, 32768]	155.9 µs	98.7 µs	+58.06%
⚡	Simulation	new_alp_prim_test_between[f32, 32768]	153.3 µs	112 µs	+36.87%
⚡	Simulation	baseline_eq[4, 65536]	237.9 µs	179.9 µs	+32.21%
⚡	Simulation	fast_eq_out_of_range[4, 65536]	246 µs	85.4 µs	×2.9
⚡	Simulation	baseline_lt[4, 65536]	251.9 µs	200.7 µs	+25.52%
⚡	Simulation	baseline_eq[16, 65536]	259.4 µs	202.3 µs	+28.2%
⚡	Simulation	new_bp_prim_test_between[i32, 16384]	101.2 µs	69.5 µs	+45.55%
⚡	Simulation	new_alp_prim_test_between[f32, 16384]	103.9 µs	79.6 µs	+30.56%
⚡	Simulation	new_alp_prim_test_between[f64, 16384]	146.9 µs	84.8 µs	+73.13%
⚡	Simulation	fast_lt_out_of_range[16, 1024]	67.9 µs	25.1 µs	×2.7
⚡	Simulation	fast_lt_out_of_range[16, 65536]	306.3 µs	144.9 µs	×2.1
⚡	Simulation	fast_lt_out_of_range[4, 1024]	87.5 µs	31.1 µs	×2.8
...	...	...	...	...	...

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

Tip

Investigate this regression by commenting @codspeedbot fix this regression on this PR, or directly use the CodSpeed MCP with your agent.

---

_{Comparing adamg/bitpack-compare (7a3b856) with develop (2fa51e2)}

[github-actions]

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	7a3b856		1	Explore Profiling Data

Previous Runs (10)

Status	Commit	Job	Attempt	Link
🟢 Done	9177626		1	Explore Profiling Data
🟢 Done	083b4b4		1	Explore Profiling Data
🟢 Done	54608c5		2	Explore Profiling Data
🟢 Done	dbe5a37		2	Explore Profiling Data
🟢 Done	54608c5		1	Explore Profiling Data
🟢 Done	dbe5a37		1	Explore Profiling Data
🟢 Done	db42e44		2	Explore Profiling Data
🟢 Done	db42e44		1	Explore Profiling Data
🟢 Done	00d6bc4		1	Explore Profiling Data
🟢 Done	abd15b8		1	Explore Profiling Data

---

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[github-actions]

Benchmarks: PolarSignals Profiling

Vortex (geomean): 0.970x ➖

---

datafusion / vortex-file-compressed (0.970x ➖, 0↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	128349850	133643109	0.96
polarsignals_q01/datafusion:vortex-file-compressed	279228403	296590234	0.94
polarsignals_q02/datafusion:vortex-file-compressed	23787722	24454138	0.97
polarsignals_q03/datafusion:vortex-file-compressed	286288409	295396090	0.97
polarsignals_q04/datafusion:vortex-file-compressed	11297001	12395094	0.91
polarsignals_q05/datafusion:vortex-file-compressed	15254006	16266519	0.94
polarsignals_q06/datafusion:vortex-file-compressed	17920873	19299329	0.93
polarsignals_q07/datafusion:vortex-file-compressed	14183149	13985861	1.01
polarsignals_q08/datafusion:vortex-file-compressed	428502300	410641537	1.04
polarsignals_q09/datafusion:vortex-file-compressed	11257477	10952338	1.03

[github-actions]

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +2.9%
Vortex (geomean): 1.050x ➖
Parquet (geomean): 1.017x ➖
Shifts: Parquet (control) +1.7% · Median polish +2.4%

---

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

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	53551989	53534238	1.00
tpch_q02/datafusion:vortex-file-compressed	23663711	23288298	1.02
tpch_q03/datafusion:vortex-file-compressed	29709507	30363377	0.98
tpch_q04/datafusion:vortex-file-compressed	21119158	21913419	0.96
tpch_q05/datafusion:vortex-file-compressed	49404424	52738108	0.94
tpch_q06/datafusion:vortex-file-compressed	10783734	11274553	0.96
tpch_q07/datafusion:vortex-file-compressed	59331396	58020637	1.02
tpch_q08/datafusion:vortex-file-compressed	41626961	42282899	0.98
tpch_q09/datafusion:vortex-file-compressed	55850835	55161423	1.01
tpch_q10/datafusion:vortex-file-compressed	40950983	41729583	0.98
tpch_q11/datafusion:vortex-file-compressed	16786903	16485992	1.02
tpch_q12/datafusion:vortex-file-compressed	25537787	24662151	1.04
tpch_q13/datafusion:vortex-file-compressed	25669083	26408891	0.97
tpch_q14/datafusion:vortex-file-compressed	16530686	17832626	0.93
tpch_q15/datafusion:vortex-file-compressed	25844068	25627693	1.01
tpch_q16/datafusion:vortex-file-compressed	21356418	20808282	1.03
tpch_q17/datafusion:vortex-file-compressed	71629801	74509558	0.96
tpch_q18/datafusion:vortex-file-compressed	86139711	85830030	1.00
tpch_q19/datafusion:vortex-file-compressed	20892491	21759483	0.96
tpch_q20/datafusion:vortex-file-compressed	30786836	30186575	1.02
tpch_q21/datafusion:vortex-file-compressed	75201867	76583627	0.98
tpch_q22/datafusion:vortex-file-compressed	13075915	12943793	1.01

datafusion / vortex-compact (0.998x ➖, 0↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	58021732	60232011	0.96
tpch_q02/datafusion:vortex-compact	26464769	27129958	0.98
tpch_q03/datafusion:vortex-compact	31550549	30672394	1.03
tpch_q04/datafusion:vortex-compact	23495915	23374700	1.01
tpch_q05/datafusion:vortex-compact	54456064	53733928	1.01
tpch_q06/datafusion:vortex-compact	12891066	12947165	1.00
tpch_q07/datafusion:vortex-compact	62636050	64087018	0.98
tpch_q08/datafusion:vortex-compact	44724127	45226742	0.99
tpch_q09/datafusion:vortex-compact	58393901	60489239	0.97
tpch_q10/datafusion:vortex-compact	46719937	47295191	0.99
tpch_q11/datafusion:vortex-compact	17387942	17861826	0.97
tpch_q12/datafusion:vortex-compact	31813382	32186230	0.99
tpch_q13/datafusion:vortex-compact	32433966	32438028	1.00
tpch_q14/datafusion:vortex-compact	19548595	19982169	0.98
tpch_q15/datafusion:vortex-compact	31684844	31977889	0.99
tpch_q16/datafusion:vortex-compact	26012364	24915662	1.04
tpch_q17/datafusion:vortex-compact	73153444	76707891	0.95
tpch_q18/datafusion:vortex-compact	90293938	89651224	1.01
tpch_q19/datafusion:vortex-compact	32146087	31087898	1.03
tpch_q20/datafusion:vortex-compact	36908376	35957925	1.03
tpch_q21/datafusion:vortex-compact	81932052	78849556	1.04
tpch_q22/datafusion:vortex-compact	13596816	13116580	1.04

datafusion / parquet (0.991x ➖, 1↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	124117690	136629623	0.91
tpch_q02/datafusion:parquet	63695118	63448043	1.00
tpch_q03/datafusion:parquet	72412213	67457691	1.07
tpch_q04/datafusion:parquet	44240930	44562776	0.99
tpch_q05/datafusion:parquet	96118183	97897549	0.98
tpch_q06/datafusion:parquet 🚀	33837480	40084257	0.84
tpch_q07/datafusion:parquet	108197632	110825783	0.98
tpch_q08/datafusion:parquet	98288535	95361146	1.03
tpch_q09/datafusion:parquet	135931470	132714370	1.02
tpch_q10/datafusion:parquet	113392502	115152699	0.98
tpch_q11/datafusion:parquet	42076690	43064920	0.98
tpch_q12/datafusion:parquet	86493490	79303220	1.09
tpch_q13/datafusion:parquet	204624346	202387378	1.01
tpch_q14/datafusion:parquet	48262473	46456233	1.04
tpch_q15/datafusion:parquet	60673720	60947959	1.00
tpch_q16/datafusion:parquet	42370354	41211739	1.03
tpch_q17/datafusion:parquet	142133897	140672136	1.01
tpch_q18/datafusion:parquet	169780291	170441633	1.00
tpch_q19/datafusion:parquet	74545568	79402791	0.94
tpch_q20/datafusion:parquet	67919492	69603967	0.98
tpch_q21/datafusion:parquet	136006664	137271492	0.99
tpch_q22/datafusion:parquet	31180269	32787986	0.95

datafusion / arrow (0.992x ➖, 0↑ 1↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	56017408	62108033	0.90
tpch_q02/datafusion:arrow	19483855	19466581	1.00
tpch_q03/datafusion:arrow	31456292	31455127	1.00
tpch_q04/datafusion:arrow	27778138	26970343	1.03
tpch_q05/datafusion:arrow	86659936	79315675	1.09
tpch_q06/datafusion:arrow 🚨	22738686	20566934	1.11
tpch_q07/datafusion:arrow	107293693	108423699	0.99
tpch_q08/datafusion:arrow	45602964	46592737	0.98
tpch_q09/datafusion:arrow	67771407	70878900	0.96
tpch_q10/datafusion:arrow	48776891	50764342	0.96
tpch_q11/datafusion:arrow	9398740	9625829	0.98
tpch_q12/datafusion:arrow	54835971	55106207	1.00
tpch_q13/datafusion:arrow	47388866	47743907	0.99
tpch_q14/datafusion:arrow	23164840	23617729	0.98
tpch_q15/datafusion:arrow	44494746	44671928	1.00
tpch_q16/datafusion:arrow	19286613	19635335	0.98
tpch_q17/datafusion:arrow	71166386	72641746	0.98
tpch_q18/datafusion:arrow	147065981	146172387	1.01
tpch_q19/datafusion:arrow	36666841	37315012	0.98
tpch_q20/datafusion:arrow	36089751	37442093	0.96
tpch_q21/datafusion:arrow	159076535	162202572	0.98
tpch_q22/datafusion:arrow	18093666	18229888	0.99

duckdb / vortex-file-compressed (1.125x ❌, 0↑ 17↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	33679465	31887337	1.06
tpch_q02/duckdb:vortex-file-compressed 🚨	26788837	23836565	1.12
tpch_q03/duckdb:vortex-file-compressed 🚨	34932428	30030323	1.16
tpch_q04/duckdb:vortex-file-compressed 🚨	31644143	28406273	1.11
tpch_q05/duckdb:vortex-file-compressed 🚨	41825277	37178103	1.12
tpch_q06/duckdb:vortex-file-compressed 🚨	9856635	8626637	1.14
tpch_q07/duckdb:vortex-file-compressed 🚨	37838596	33919850	1.12
tpch_q08/duckdb:vortex-file-compressed 🚨	39747186	35667667	1.11
tpch_q09/duckdb:vortex-file-compressed 🚨	67520093	59961844	1.13
tpch_q10/duckdb:vortex-file-compressed 🚨	48465578	42097275	1.15
tpch_q11/duckdb:vortex-file-compressed	15473766	14664106	1.06
tpch_q12/duckdb:vortex-file-compressed	24497610	22494539	1.09
tpch_q13/duckdb:vortex-file-compressed 🚨	39788999	36123601	1.10
tpch_q14/duckdb:vortex-file-compressed	22721782	21339236	1.06
tpch_q15/duckdb:vortex-file-compressed 🚨	19274996	16845522	1.14
tpch_q16/duckdb:vortex-file-compressed	29971241	27548824	1.09
tpch_q17/duckdb:vortex-file-compressed 🚨	27750256	24679662	1.12
tpch_q18/duckdb:vortex-file-compressed 🚨	57116775	49903057	1.14
tpch_q19/duckdb:vortex-file-compressed 🚨	34819843	29696475	1.17
tpch_q20/duckdb:vortex-file-compressed 🚨	37812134	32787133	1.15
tpch_q21/duckdb:vortex-file-compressed 🚨	119207070	97206876	1.23
tpch_q22/duckdb:vortex-file-compressed 🚨	18245492	15655044	1.17

duckdb / vortex-compact (1.092x ➖, 0↑ 11↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	40505135	38193850	1.06
tpch_q02/duckdb:vortex-compact	33951911	33058632	1.03
tpch_q03/duckdb:vortex-compact 🚨	36772951	32687505	1.12
tpch_q04/duckdb:vortex-compact	33330381	31474917	1.06
tpch_q05/duckdb:vortex-compact 🚨	46233256	40643576	1.14
tpch_q06/duckdb:vortex-compact	11266870	11365588	0.99
tpch_q07/duckdb:vortex-compact 🚨	45290602	40341539	1.12
tpch_q08/duckdb:vortex-compact	43939128	42108766	1.04
tpch_q09/duckdb:vortex-compact	75906679	70181521	1.08
tpch_q10/duckdb:vortex-compact 🚨	52432225	47119888	1.11
tpch_q11/duckdb:vortex-compact	20284669	18552577	1.09
tpch_q12/duckdb:vortex-compact 🚨	33043990	29470497	1.12
tpch_q13/duckdb:vortex-compact	48930935	44692825	1.09
tpch_q14/duckdb:vortex-compact 🚨	29311721	26120938	1.12
tpch_q15/duckdb:vortex-compact 🚨	22575692	19802202	1.14
tpch_q16/duckdb:vortex-compact 🚨	34291883	30969863	1.11
tpch_q17/duckdb:vortex-compact	32163745	29900493	1.08
tpch_q18/duckdb:vortex-compact	56013417	53532359	1.05
tpch_q19/duckdb:vortex-compact 🚨	39345977	35523048	1.11
tpch_q20/duckdb:vortex-compact	44208143	40295038	1.10
tpch_q21/duckdb:vortex-compact 🚨	119224255	101826904	1.17
tpch_q22/duckdb:vortex-compact 🚨	20195566	18138789	1.11

duckdb / parquet (1.044x ➖, 0↑ 1↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	78962218	76099682	1.04
tpch_q02/duckdb:parquet	41320354	40107755	1.03
tpch_q03/duckdb:parquet	71362552	70221649	1.02
tpch_q04/duckdb:parquet	48811518	48074500	1.02
tpch_q05/duckdb:parquet	70068021	66454682	1.05
tpch_q06/duckdb:parquet	20944256	21031338	1.00
tpch_q07/duckdb:parquet	73725583	70222770	1.05
tpch_q08/duckdb:parquet	84355953	81334299	1.04
tpch_q09/duckdb:parquet	146623371	160245418	0.91
tpch_q10/duckdb:parquet	135375018	127569079	1.06
tpch_q11/duckdb:parquet	22913353	22277780	1.03
tpch_q12/duckdb:parquet	48829899	46329340	1.05
tpch_q13/duckdb:parquet	287786082	267238406	1.08
tpch_q14/duckdb:parquet	51555212	49823249	1.03
tpch_q15/duckdb:parquet	26153276	27626626	0.95
tpch_q16/duckdb:parquet	61486670	57186626	1.08
tpch_q17/duckdb:parquet	56006741	51241585	1.09
tpch_q18/duckdb:parquet	119682000	114999075	1.04
tpch_q19/duckdb:parquet	77495981	70565889	1.10
tpch_q20/duckdb:parquet	66072335	62351971	1.06
tpch_q21/duckdb:parquet 🚨	198734981	161809219	1.23
tpch_q22/duckdb:parquet	55216650	52261629	1.06

duckdb / duckdb (1.089x ➖, 0↑ 9↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	16924898	16199620	1.04
tpch_q02/duckdb:duckdb 🚨	14712098	13088808	1.12
tpch_q03/duckdb:duckdb	21284814	19613324	1.09
tpch_q04/duckdb:duckdb	21133948	20081396	1.05
tpch_q05/duckdb:duckdb	22327844	20431586	1.09
tpch_q06/duckdb:duckdb 🚨	6059705	5493145	1.10
tpch_q07/duckdb:duckdb 🚨	26154878	22188826	1.18
tpch_q08/duckdb:duckdb	23153066	21403468	1.08
tpch_q09/duckdb:duckdb 🚨	64879155	55628504	1.17
tpch_q10/duckdb:duckdb	47372651	45038041	1.05
tpch_q11/duckdb:duckdb 🚨	6827680	6120926	1.12
tpch_q12/duckdb:duckdb 🚨	15739649	13965219	1.13
tpch_q13/duckdb:duckdb	40885146	38952653	1.05
tpch_q14/duckdb:duckdb	18360083	18900558	0.97
tpch_q15/duckdb:duckdb	13116199	12128071	1.08
tpch_q16/duckdb:duckdb	26118102	23744067	1.10
tpch_q17/duckdb:duckdb 🚨	15573462	14084577	1.11
tpch_q18/duckdb:duckdb	40834104	39543069	1.03
tpch_q19/duckdb:duckdb 🚨	32100247	27403127	1.17
tpch_q20/duckdb:duckdb	24613224	23519570	1.05
tpch_q21/duckdb:duckdb 🚨	65323946	58220031	1.12
tpch_q22/duckdb:duckdb	26420011	24314012	1.09

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-9.8%	-2.9%	-7.1%	+20.3%	➖ noise
1	datafusion:vortex-compact	-3.7%	-2.9%	-0.8%	+18.9%	➖ noise
1	datafusion:vortex-file-compressed	+0.0%	-2.9%	+3.0%	+20.0%	➖ noise
1	duckdb:duckdb	+4.5%	-2.9%	+7.6%	+17.1%	➖ noise
1	duckdb:vortex-compact	+6.1%	-2.9%	+9.2%	+17.8%	➖ noise
1	duckdb:vortex-file-compressed	+5.6%	-2.9%	+8.8%	+20.5%	➖ noise
2	datafusion:arrow	+0.1%	+1.7%	-1.6%	+10.5%	➖ noise
2	datafusion:vortex-compact	-2.5%	+1.7%	-4.1%	+10.5%	➖ noise
2	datafusion:vortex-file-compressed	+1.6%	+1.7%	-0.1%	+10.5%	➖ noise
2	duckdb:duckdb	+12.4%	+1.7%	+10.5%	+10.9%	➖ noise
2	duckdb:vortex-compact	+2.7%	+1.7%	+1.0%	+10.5%	➖ noise
2	duckdb:vortex-file-compressed	+12.4%	+1.7%	+10.5%	+10.5%	➖ noise
3	datafusion:arrow	+0.0%	+4.4%	-4.3%	+10.5%	➖ noise
3	datafusion:vortex-compact	+2.9%	+4.4%	-1.5%	+10.6%	➖ noise
3	datafusion:vortex-file-compressed	-2.2%	+4.4%	-6.3%	+10.5%	➖ noise
3	duckdb:duckdb	+8.5%	+4.4%	+3.9%	+13.6%	➖ noise
3	duckdb:vortex-compact	+12.5%	+4.4%	+7.7%	+10.5%	➖ noise
3	duckdb:vortex-file-compressed	+16.3%	+4.4%	+11.4%	+10.6%	🚨 regression
4	datafusion:arrow	+3.0%	+0.4%	+2.6%	+10.5%	➖ noise
4	datafusion:vortex-compact	+0.5%	+0.4%	+0.1%	+10.5%	➖ noise
4	datafusion:vortex-file-compressed	-3.6%	+0.4%	-4.0%	+12.1%	➖ noise
4	duckdb:duckdb	+5.2%	+0.4%	+4.8%	+10.5%	➖ noise
4	duckdb:vortex-compact	+5.9%	+0.4%	+5.5%	+10.5%	➖ noise
4	duckdb:vortex-file-compressed	+11.4%	+0.4%	+11.0%	+10.5%	🚨 regression
5	datafusion:arrow	+9.3%	+1.7%	+7.4%	+10.5%	➖ noise
5	datafusion:vortex-compact	+1.3%	+1.7%	-0.4%	+10.5%	➖ noise
5	datafusion:vortex-file-compressed	-6.3%	+1.7%	-7.9%	+10.5%	➖ noise
5	duckdb:duckdb	+9.3%	+1.7%	+7.4%	+10.5%	➖ noise
5	duckdb:vortex-compact	+13.8%	+1.7%	+11.8%	+10.5%	🚨 regression
5	duckdb:vortex-file-compressed	+12.5%	+1.7%	+10.6%	+10.5%	🚨 regression
6	datafusion:arrow	+10.6%	-8.3%	+20.6%	+17.2%	🚨 regression
6	datafusion:vortex-compact	-0.4%	-8.3%	+8.6%	+16.1%	➖ noise
6	datafusion:vortex-file-compressed	-4.4%	-8.3%	+4.3%	+19.2%	➖ noise
6	duckdb:duckdb	+10.3%	-8.3%	+20.3%	+16.5%	🚨 regression
6	duckdb:vortex-compact	-0.9%	-8.3%	+8.1%	+19.0%	➖ noise
6	duckdb:vortex-file-compressed	+14.3%	-8.3%	+24.6%	+16.1%	🚨 regression
7	datafusion:arrow	-1.0%	+1.2%	-2.3%	+10.5%	➖ noise
7	datafusion:vortex-compact	-2.3%	+1.2%	-3.5%	+10.5%	➖ noise
7	datafusion:vortex-file-compressed	+2.3%	+1.2%	+1.0%	+10.5%	➖ noise
7	duckdb:duckdb	+17.9%	+1.2%	+16.4%	+10.9%	🚨 regression
7	duckdb:vortex-compact	+12.3%	+1.2%	+10.9%	+10.5%	🚨 regression
7	duckdb:vortex-file-compressed	+11.6%	+1.2%	+10.2%	+14.1%	➖ noise
8	datafusion:arrow	-2.1%	+3.4%	-5.3%	+10.5%	➖ noise
8	datafusion:vortex-compact	-1.1%	+3.4%	-4.4%	+10.5%	➖ noise
8	datafusion:vortex-file-compressed	-1.6%	+3.4%	-4.8%	+10.5%	➖ noise
8	duckdb:duckdb	+8.2%	+3.4%	+4.6%	+10.5%	➖ noise
8	duckdb:vortex-compact	+4.3%	+3.4%	+0.9%	+11.4%	➖ noise
8	duckdb:vortex-file-compressed	+11.4%	+3.4%	+7.8%	+11.2%	➖ noise
9	datafusion:arrow	-4.4%	-3.2%	-1.2%	+10.5%	➖ noise
9	datafusion:vortex-compact	-3.5%	-3.2%	-0.3%	+10.5%	➖ noise
9	datafusion:vortex-file-compressed	+1.2%	-3.2%	+4.6%	+10.5%	➖ noise
9	duckdb:duckdb	+16.6%	-3.2%	+20.5%	+10.5%	🚨 regression
9	duckdb:vortex-compact	+8.2%	-3.2%	+11.7%	+10.5%	🚨 regression
9	duckdb:vortex-file-compressed	+12.6%	-3.2%	+16.3%	+10.5%	🚨 regression
10	datafusion:arrow	-3.9%	+2.2%	-6.0%	+10.5%	➖ noise
10	datafusion:vortex-compact	-1.2%	+2.2%	-3.4%	+10.5%	➖ noise
10	datafusion:vortex-file-compressed	-1.9%	+2.2%	-4.0%	+10.5%	➖ noise
10	duckdb:duckdb	+5.2%	+2.2%	+2.9%	+12.0%	➖ noise
10	duckdb:vortex-compact	+11.3%	+2.2%	+8.9%	+10.5%	➖ noise
10	duckdb:vortex-file-compressed	+15.1%	+2.2%	+12.6%	+10.5%	🚨 regression
11	datafusion:arrow	-2.4%	+0.2%	-2.6%	+10.5%	➖ noise
11	datafusion:vortex-compact	-2.7%	+0.2%	-2.9%	+10.9%	➖ noise
11	datafusion:vortex-file-compressed	+1.8%	+0.2%	+1.6%	+10.5%	➖ noise
11	duckdb:duckdb	+11.5%	+0.2%	+11.3%	+14.2%	➖ noise
11	duckdb:vortex-compact	+9.3%	+0.2%	+9.1%	+10.5%	➖ noise
11	duckdb:vortex-file-compressed	+5.5%	+0.2%	+5.3%	+14.8%	➖ noise
12	datafusion:arrow	-0.5%	+7.2%	-7.2%	+18.2%	➖ noise
12	datafusion:vortex-compact	-1.2%	+7.2%	-7.8%	+10.5%	➖ noise
12	datafusion:vortex-file-compressed	+3.6%	+7.2%	-3.4%	+11.0%	➖ noise
12	duckdb:duckdb	+12.7%	+7.2%	+5.1%	+11.7%	➖ noise
12	duckdb:vortex-compact	+12.1%	+7.2%	+4.6%	+10.5%	➖ noise
12	duckdb:vortex-file-compressed	+8.9%	+7.2%	+1.6%	+10.8%	➖ noise
13	datafusion:arrow	-0.7%	+4.3%	-4.9%	+10.5%	➖ noise
13	datafusion:vortex-compact	-0.0%	+4.3%	-4.2%	+10.5%	➖ noise
13	datafusion:vortex-file-compressed	-2.8%	+4.3%	-6.8%	+10.5%	➖ noise
13	duckdb:duckdb	+5.0%	+4.3%	+0.6%	+10.5%	➖ noise
13	duckdb:vortex-compact	+9.5%	+4.3%	+4.9%	+10.5%	➖ noise
13	duckdb:vortex-file-compressed	+10.1%	+4.3%	+5.6%	+10.5%	➖ noise
14	datafusion:arrow	-1.9%	+3.7%	-5.4%	+10.5%	➖ noise
14	datafusion:vortex-compact	-2.2%	+3.7%	-5.6%	+10.5%	➖ noise
14	datafusion:vortex-file-compressed	-7.3%	+3.7%	-10.6%	+10.5%	✅ faster
14	duckdb:duckdb	-2.9%	+3.7%	-6.3%	+17.5%	➖ noise
14	duckdb:vortex-compact	+12.2%	+3.7%	+8.2%	+10.5%	➖ noise
14	duckdb:vortex-file-compressed	+6.5%	+3.7%	+2.7%	+12.5%	➖ noise
15	datafusion:arrow	-0.4%	-2.9%	+2.6%	+13.5%	➖ noise
15	datafusion:vortex-compact	-0.9%	-2.9%	+2.1%	+12.1%	➖ noise
15	datafusion:vortex-file-compressed	+0.8%	-2.9%	+3.9%	+12.1%	➖ noise
15	duckdb:duckdb	+8.1%	-2.9%	+11.4%	+17.2%	➖ noise
15	duckdb:vortex-compact	+14.0%	-2.9%	+17.4%	+13.7%	🚨 regression
15	duckdb:vortex-file-compressed	+14.4%	-2.9%	+17.9%	+15.1%	🚨 regression
16	datafusion:arrow	-1.8%	+5.1%	-6.6%	+10.5%	➖ noise
16	datafusion:vortex-compact	+4.4%	+5.1%	-0.7%	+10.5%	➖ noise
16	datafusion:vortex-file-compressed	+2.6%	+5.1%	-2.4%	+10.5%	➖ noise
16	duckdb:duckdb	+10.0%	+5.1%	+4.6%	+11.0%	➖ noise
16	duckdb:vortex-compact	+10.7%	+5.1%	+5.3%	+10.5%	➖ noise
16	duckdb:vortex-file-compressed	+8.8%	+5.1%	+3.5%	+10.5%	➖ noise
17	datafusion:arrow	-2.0%	+5.1%	-6.8%	+13.9%	➖ noise
17	datafusion:vortex-compact	-4.6%	+5.1%	-9.3%	+10.5%	➖ noise
17	datafusion:vortex-file-compressed	-3.9%	+5.1%	-8.5%	+10.8%	➖ noise
17	duckdb:duckdb	+10.6%	+5.1%	+5.2%	+10.6%	➖ noise
17	duckdb:vortex-compact	+7.6%	+5.1%	+2.4%	+13.7%	➖ noise
17	duckdb:vortex-file-compressed	+12.4%	+5.1%	+7.0%	+13.8%	➖ noise
18	datafusion:arrow	+0.6%	+1.8%	-1.2%	+10.5%	➖ noise
18	datafusion:vortex-compact	+0.7%	+1.8%	-1.1%	+10.5%	➖ noise
18	datafusion:vortex-file-compressed	+0.4%	+1.8%	-1.4%	+10.5%	➖ noise
18	duckdb:duckdb	+3.3%	+1.8%	+1.4%	+10.5%	➖ noise
18	duckdb:vortex-compact	+4.6%	+1.8%	+2.8%	+10.5%	➖ noise
18	duckdb:vortex-file-compressed	+14.5%	+1.8%	+12.4%	+10.5%	🚨 regression
19	datafusion:arrow	-1.7%	+1.5%	-3.2%	+18.1%	➖ noise
19	datafusion:vortex-compact	+3.4%	+1.5%	+1.8%	+11.7%	➖ noise
19	datafusion:vortex-file-compressed	-4.0%	+1.5%	-5.4%	+14.3%	➖ noise
19	duckdb:duckdb	+17.1%	+1.5%	+15.4%	+12.5%	🚨 regression
19	duckdb:vortex-compact	+10.8%	+1.5%	+9.1%	+13.0%	➖ noise
19	duckdb:vortex-file-compressed	+17.3%	+1.5%	+15.5%	+11.3%	🚨 regression
20	datafusion:arrow	-3.6%	+1.7%	-5.2%	+10.5%	➖ noise
20	datafusion:vortex-compact	+2.6%	+1.7%	+0.9%	+10.5%	➖ noise
20	datafusion:vortex-file-compressed	+2.0%	+1.7%	+0.3%	+10.5%	➖ noise
20	duckdb:duckdb	+4.6%	+1.7%	+2.9%	+10.5%	➖ noise
20	duckdb:vortex-compact	+9.7%	+1.7%	+7.9%	+10.5%	➖ noise
20	duckdb:vortex-file-compressed	+15.3%	+1.7%	+13.4%	+10.5%	🚨 regression
21	datafusion:arrow	-1.9%	+10.3%	-11.1%	+10.5%	✅ faster
21	datafusion:vortex-compact	+3.9%	+10.3%	-5.8%	+10.5%	➖ noise
21	datafusion:vortex-file-compressed	-1.8%	+10.3%	-11.0%	+10.5%	✅ faster
21	duckdb:duckdb	+12.2%	+10.3%	+1.7%	+10.5%	➖ noise
21	duckdb:vortex-compact	+17.1%	+10.3%	+6.1%	+10.5%	➖ noise
21	duckdb:vortex-file-compressed	+22.6%	+10.3%	+11.2%	+10.5%	🚨 regression
22	datafusion:arrow	-0.7%	+0.2%	-1.0%	+10.5%	➖ noise
22	datafusion:vortex-compact	+3.7%	+0.2%	+3.4%	+10.5%	➖ noise
22	datafusion:vortex-file-compressed	+1.0%	+0.2%	+0.8%	+10.5%	➖ noise
22	duckdb:duckdb	+8.7%	+0.2%	+8.4%	+10.5%	➖ noise
22	duckdb:vortex-compact	+11.3%	+0.2%	+11.1%	+15.2%	➖ noise
22	duckdb:vortex-file-compressed	+16.5%	+0.2%	+16.3%	+10.5%	🚨 regression

[github-actions]

Benchmarks: FineWeb NVMe

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +4.4%
Vortex (geomean): 0.977x ➖
Parquet (geomean): 0.936x ➖
Shifts: Parquet (control) -6.4% · Median polish -2.7%

---

datafusion / vortex-file-compressed (0.951x ➖, 1↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	5193219	5522567	0.94
fineweb_q01/datafusion:vortex-file-compressed 🚀	20022702	23149814	0.86
fineweb_q02/datafusion:vortex-file-compressed	20518159	22369509	0.92
fineweb_q03/datafusion:vortex-file-compressed	79336887	79908676	0.99
fineweb_q04/datafusion:vortex-file-compressed	225745928	227673478	0.99
fineweb_q05/datafusion:vortex-file-compressed	214076592	218015401	0.98
fineweb_q06/datafusion:vortex-file-compressed	51272200	53467177	0.96
fineweb_q07/datafusion:vortex-file-compressed	56420032	58563732	0.96
fineweb_q08/datafusion:vortex-file-compressed	21034385	21982444	0.96

datafusion / vortex-compact (0.971x ➖, 1↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	5465701	5678745	0.96
fineweb_q01/datafusion:vortex-compact	89595268	95672608	0.94
fineweb_q02/datafusion:vortex-compact	108813678	101840839	1.07
fineweb_q03/datafusion:vortex-compact	862130490	879067553	0.98
fineweb_q04/datafusion:vortex-compact	922278433	932770955	0.99
fineweb_q05/datafusion:vortex-compact	807470628	840244987	0.96
fineweb_q06/datafusion:vortex-compact	462307605	468029779	0.99
fineweb_q07/datafusion:vortex-compact	480672070	490047614	0.98
fineweb_q08/datafusion:vortex-compact 🚀	17813668	20216370	0.88

datafusion / parquet (0.928x ➖, 2↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet 🚀	6090837	7489131	0.81
fineweb_q01/datafusion:parquet 🚀	281815434	315011712	0.89
fineweb_q02/datafusion:parquet	285715326	307659400	0.93
fineweb_q03/datafusion:parquet	296236846	299487229	0.99
fineweb_q04/datafusion:parquet	295657768	308527414	0.96
fineweb_q05/datafusion:parquet	295571565	321033663	0.92
fineweb_q06/datafusion:parquet	287251368	304671400	0.94
fineweb_q07/datafusion:parquet	287296834	294229936	0.98
fineweb_q08/datafusion:parquet	276703988	293062643	0.94

duckdb / vortex-file-compressed (0.986x ➖, 1↑ 1↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	3520738	3418789	1.03
fineweb_q01/duckdb:vortex-file-compressed	21791166	22959642	0.95
fineweb_q02/duckdb:vortex-file-compressed	23020702	24391337	0.94
fineweb_q03/duckdb:vortex-file-compressed 🚨	157122247	129966896	1.21
fineweb_q04/duckdb:vortex-file-compressed	217376398	218319883	1.00
fineweb_q05/duckdb:vortex-file-compressed	213773280	209871152	1.02
fineweb_q06/duckdb:vortex-file-compressed 🚀	51069046	57880248	0.88
fineweb_q07/duckdb:vortex-file-compressed	53337015	56613135	0.94
fineweb_q08/duckdb:vortex-file-compressed	21918991	23314476	0.94

duckdb / vortex-compact (1.001x ➖, 0↑ 1↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	4203523	4151524	1.01
fineweb_q01/duckdb:vortex-compact 🚨	122664019	107984516	1.14
fineweb_q02/duckdb:vortex-compact	112213317	113199884	0.99
fineweb_q03/duckdb:vortex-compact	850276990	879779295	0.97
fineweb_q04/duckdb:vortex-compact	890570965	904097710	0.99
fineweb_q05/duckdb:vortex-compact	797465570	813564922	0.98
fineweb_q06/duckdb:vortex-compact	452952978	463703542	0.98
fineweb_q07/duckdb:vortex-compact	470398192	481656122	0.98
fineweb_q08/duckdb:vortex-compact	19555182	19704405	0.99

duckdb / parquet (0.943x ➖, 2↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet 🚀	25898382	30854837	0.84
fineweb_q01/duckdb:parquet	84062009	84746770	0.99
fineweb_q02/duckdb:parquet	82967916	86384460	0.96
fineweb_q03/duckdb:parquet	307105745	317073942	0.97
fineweb_q04/duckdb:parquet	437254195	443998115	0.98
fineweb_q05/duckdb:parquet	408485865	417675407	0.98
fineweb_q06/duckdb:parquet	198433808	200968667	0.99
fineweb_q07/duckdb:parquet	208275015	213147121	0.98
fineweb_q08/duckdb:parquet 🚀	28419553	34697242	0.82

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-3.8%	-17.4%	+16.5%	+52.1%	➖ noise
0	datafusion:vortex-file-compressed	-6.0%	-17.4%	+13.8%	+55.2%	➖ noise
0	duckdb:vortex-compact	+1.3%	-17.4%	+22.5%	+89.9%	➖ noise
0	duckdb:vortex-file-compressed	+3.0%	-17.4%	+24.6%	+83.1%	➖ noise
1	datafusion:vortex-compact	-6.4%	-5.8%	-0.6%	+15.8%	➖ noise
1	datafusion:vortex-file-compressed	-13.5%	-5.8%	-8.2%	+17.9%	➖ noise
1	duckdb:vortex-compact	+13.6%	-5.8%	+20.6%	+22.0%	➖ noise
1	duckdb:vortex-file-compressed	-5.1%	-5.8%	+0.8%	+66.4%	➖ noise
2	datafusion:vortex-compact	+6.8%	-5.6%	+13.1%	+15.8%	➖ noise
2	datafusion:vortex-file-compressed	-8.3%	-5.6%	-2.9%	+15.8%	➖ noise
2	duckdb:vortex-compact	-0.9%	-5.6%	+5.0%	+16.6%	➖ noise
2	duckdb:vortex-file-compressed	-5.6%	-5.6%	-0.1%	+15.8%	➖ noise
3	datafusion:vortex-compact	-1.9%	-2.1%	+0.2%	+15.8%	➖ noise
3	datafusion:vortex-file-compressed	-0.7%	-2.1%	+1.4%	+42.0%	➖ noise
3	duckdb:vortex-compact	-3.4%	-2.1%	-1.3%	+15.8%	➖ noise
3	duckdb:vortex-file-compressed	+20.9%	-2.1%	+23.5%	+37.8%	➖ noise
4	datafusion:vortex-compact	-1.1%	-2.9%	+1.8%	+15.8%	➖ noise
4	datafusion:vortex-file-compressed	-0.8%	-2.9%	+2.1%	+15.8%	➖ noise
4	duckdb:vortex-compact	-1.5%	-2.9%	+1.4%	+15.8%	➖ noise
4	duckdb:vortex-file-compressed	-0.4%	-2.9%	+2.5%	+15.8%	➖ noise
5	datafusion:vortex-compact	-3.9%	-5.1%	+1.3%	+15.8%	➖ noise
5	datafusion:vortex-file-compressed	-1.8%	-5.1%	+3.5%	+15.8%	➖ noise
5	duckdb:vortex-compact	-2.0%	-5.1%	+3.3%	+15.8%	➖ noise
5	duckdb:vortex-file-compressed	+1.9%	-5.1%	+7.3%	+15.8%	➖ noise
6	datafusion:vortex-compact	-1.2%	-3.5%	+2.4%	+15.8%	➖ noise
6	datafusion:vortex-file-compressed	-4.1%	-3.5%	-0.6%	+15.8%	➖ noise
6	duckdb:vortex-compact	-2.3%	-3.5%	+1.2%	+15.8%	➖ noise
6	duckdb:vortex-file-compressed	-11.8%	-3.5%	-8.6%	+15.8%	➖ noise
7	datafusion:vortex-compact	-1.9%	-2.3%	+0.4%	+15.8%	➖ noise
7	datafusion:vortex-file-compressed	-3.7%	-2.3%	-1.4%	+15.8%	➖ noise
7	duckdb:vortex-compact	-2.3%	-2.3%	-0.0%	+15.8%	➖ noise
7	duckdb:vortex-file-compressed	-5.8%	-2.3%	-3.5%	+16.5%	➖ noise
8	datafusion:vortex-compact	-11.9%	-12.1%	+0.2%	+17.2%	➖ noise
8	datafusion:vortex-file-compressed	-4.3%	-12.1%	+8.8%	+15.8%	➖ noise
8	duckdb:vortex-compact	-0.8%	-12.1%	+12.9%	+17.4%	➖ noise
8	duckdb:vortex-file-compressed	-6.0%	-12.1%	+6.9%	+27.2%	➖ noise

[github-actions]

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.4%
Vortex (geomean): 1.018x ➖
Parquet (geomean): 1.014x ➖
Shifts: Parquet (control) +1.4% · Median polish +1.5%

---

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

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	25036949	24705107	1.01
tpcds_q02/datafusion:vortex-file-compressed	46664740	46789917	1.00
tpcds_q03/datafusion:vortex-file-compressed	14953596	15626097	0.96
tpcds_q04/datafusion:vortex-file-compressed	248067458	248834960	1.00
tpcds_q05/datafusion:vortex-file-compressed	45039261	42437042	1.06
tpcds_q06/datafusion:vortex-file-compressed	59505851	58791925	1.01
tpcds_q07/datafusion:vortex-file-compressed	42832482	41019045	1.04
tpcds_q08/datafusion:vortex-file-compressed	29067922	28090106	1.03
tpcds_q09/datafusion:vortex-file-compressed	40017361	39144845	1.02
tpcds_q10/datafusion:vortex-file-compressed	38925213	37421635	1.04
tpcds_q11/datafusion:vortex-file-compressed	137314604	130635298	1.05
tpcds_q12/datafusion:vortex-file-compressed	20373104	18818449	1.08
tpcds_q13/datafusion:vortex-file-compressed	38598841	39244010	0.98
tpcds_q14/datafusion:vortex-file-compressed	172849129	173698256	1.00
tpcds_q15/datafusion:vortex-file-compressed	28043340	28135354	1.00
tpcds_q16/datafusion:vortex-file-compressed	28721452	28024811	1.02
tpcds_q17/datafusion:vortex-file-compressed	63631885	62926498	1.01
tpcds_q18/datafusion:vortex-file-compressed	70525310	67993385	1.04
tpcds_q19/datafusion:vortex-file-compressed	21985567	22419407	0.98
tpcds_q20/datafusion:vortex-file-compressed	21418308	20643908	1.04
tpcds_q21/datafusion:vortex-file-compressed	35184638	35197695	1.00
tpcds_q22/datafusion:vortex-file-compressed	118034879	120866751	0.98
tpcds_q23/datafusion:vortex-file-compressed	159294769	147613360	1.08
tpcds_q24/datafusion:vortex-file-compressed	82829307	82718553	1.00
tpcds_q25/datafusion:vortex-file-compressed	66173666	66855906	0.99
tpcds_q26/datafusion:vortex-file-compressed	34338898	33571545	1.02
tpcds_q27/datafusion:vortex-file-compressed	101471658	102973268	0.99
tpcds_q28/datafusion:vortex-file-compressed	33568640	33486723	1.00
tpcds_q29/datafusion:vortex-file-compressed	63852197	60233958	1.06
tpcds_q30/datafusion:vortex-file-compressed	23818933	23434954	1.02
tpcds_q31/datafusion:vortex-file-compressed	73325491	72476477	1.01
tpcds_q32/datafusion:vortex-file-compressed	19948800	20460755	0.97
tpcds_q33/datafusion:vortex-file-compressed	30204541	29382860	1.03
tpcds_q34/datafusion:vortex-file-compressed	24404220	24428134	1.00
tpcds_q35/datafusion:vortex-file-compressed	46765789	44986903	1.04
tpcds_q36/datafusion:vortex-file-compressed	57971368	55774503	1.04
tpcds_q37/datafusion:vortex-file-compressed	24877315	24250542	1.03
tpcds_q38/datafusion:vortex-file-compressed	42307951	42116173	1.00
tpcds_q39/datafusion:vortex-file-compressed	106756513	102316063	1.04
tpcds_q40/datafusion:vortex-file-compressed	33308747	32044974	1.04
tpcds_q41/datafusion:vortex-file-compressed	15300016	15146752	1.01
tpcds_q42/datafusion:vortex-file-compressed	14474574	13654207	1.06
tpcds_q43/datafusion:vortex-file-compressed	18844048	18384960	1.02
tpcds_q44/datafusion:vortex-file-compressed	31978596	31578010	1.01
tpcds_q45/datafusion:vortex-file-compressed	28145412	26773679	1.05
tpcds_q46/datafusion:vortex-file-compressed	35981266	36204357	0.99
tpcds_q47/datafusion:vortex-file-compressed	134617803	131510702	1.02
tpcds_q48/datafusion:vortex-file-compressed	36095554	35539532	1.02
tpcds_q49/datafusion:vortex-file-compressed	58996343	56479223	1.04
tpcds_q50/datafusion:vortex-file-compressed	39838835	38743513	1.03
tpcds_q51/datafusion:vortex-file-compressed	90233970	88347316	1.02
tpcds_q52/datafusion:vortex-file-compressed	14881783	14464534	1.03
tpcds_q53/datafusion:vortex-file-compressed	21809721	21112908	1.03
tpcds_q54/datafusion:vortex-file-compressed	35288855	35022404	1.01
tpcds_q55/datafusion:vortex-file-compressed	14424069	14039942	1.03
tpcds_q56/datafusion:vortex-file-compressed	29815052	29838463	1.00
tpcds_q57/datafusion:vortex-file-compressed	107263526	106651048	1.01
tpcds_q58/datafusion:vortex-file-compressed	52649377	53106870	0.99
tpcds_q59/datafusion:vortex-file-compressed	56846991	57078704	1.00
tpcds_q60/datafusion:vortex-file-compressed	30129921	30378158	0.99
tpcds_q61/datafusion:vortex-file-compressed	40917184	39908555	1.03
tpcds_q62/datafusion:vortex-file-compressed	23219775	21201398	1.10
tpcds_q63/datafusion:vortex-file-compressed	20808382	21489249	0.97
tpcds_q64/datafusion:vortex-file-compressed	416964955	409294270	1.02
tpcds_q65/datafusion:vortex-file-compressed	41227416	38909444	1.06
tpcds_q66/datafusion:vortex-file-compressed	73553612	68030434	1.08
tpcds_q67/datafusion:vortex-file-compressed	149418583	145657768	1.03
tpcds_q68/datafusion:vortex-file-compressed	32803516	31808273	1.03
tpcds_q69/datafusion:vortex-file-compressed	37491586	35362087	1.06
tpcds_q70/datafusion:vortex-file-compressed	84973044	84489321	1.01
tpcds_q71/datafusion:vortex-file-compressed	23644347	23101411	1.02
tpcds_q72/datafusion:vortex-file-compressed	2177248007	2088441782	1.04
tpcds_q73/datafusion:vortex-file-compressed	22744319	22672840	1.00
tpcds_q74/datafusion:vortex-file-compressed	82776393	80132692	1.03
tpcds_q75/datafusion:vortex-file-compressed	111539412	108182389	1.03
tpcds_q76/datafusion:vortex-file-compressed	24225455	24285546	1.00
tpcds_q77/datafusion:vortex-file-compressed	40540088	39203196	1.03
tpcds_q78/datafusion:vortex-file-compressed	126759964	122658087	1.03
tpcds_q79/datafusion:vortex-file-compressed	28291996	29210035	0.97
tpcds_q80/datafusion:vortex-file-compressed	93819404	93580082	1.00
tpcds_q81/datafusion:vortex-file-compressed	24238304	23874881	1.02
tpcds_q82/datafusion:vortex-file-compressed	25985412	24194264	1.07
tpcds_q83/datafusion:vortex-file-compressed	34011151	33029272	1.03
tpcds_q84/datafusion:vortex-file-compressed	13918868	13131441	1.06
tpcds_q85/datafusion:vortex-file-compressed	91933418	89390030	1.03
tpcds_q86/datafusion:vortex-file-compressed	16072235	15913542	1.01
tpcds_q87/datafusion:vortex-file-compressed	43263859	42940897	1.01
tpcds_q88/datafusion:vortex-file-compressed	55999198	56942340	0.98
tpcds_q89/datafusion:vortex-file-compressed	24893743	24942117	1.00
tpcds_q90/datafusion:vortex-file-compressed 🚨	15923425	14135811	1.13
tpcds_q91/datafusion:vortex-file-compressed	18551998	17780421	1.04
tpcds_q92/datafusion:vortex-file-compressed	18005718	17416801	1.03
tpcds_q93/datafusion:vortex-file-compressed	33433525	33706458	0.99
tpcds_q94/datafusion:vortex-file-compressed	23740967	22900542	1.04
tpcds_q95/datafusion:vortex-file-compressed	63996137	61105666	1.05
tpcds_q96/datafusion:vortex-file-compressed	13432472	13893986	0.97
tpcds_q97/datafusion:vortex-file-compressed	31729012	31698759	1.00
tpcds_q98/datafusion:vortex-file-compressed	25100190	24834899	1.01
tpcds_q99/datafusion:vortex-file-compressed 🚨	32248265	28648792	1.13

datafusion / vortex-compact (1.016x ➖, 1↑ 2↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	25673946	25110099	1.02
tpcds_q02/datafusion:vortex-compact	54245895	52994033	1.02
tpcds_q03/datafusion:vortex-compact	19731463	20190819	0.98
tpcds_q04/datafusion:vortex-compact	295338767	277008276	1.07
tpcds_q05/datafusion:vortex-compact	50424794	47717104	1.06
tpcds_q06/datafusion:vortex-compact	62391924	62452399	1.00
tpcds_q07/datafusion:vortex-compact	53529993	54993187	0.97
tpcds_q08/datafusion:vortex-compact	35155394	35937541	0.98
tpcds_q09/datafusion:vortex-compact	54383165	52360496	1.04
tpcds_q10/datafusion:vortex-compact	49203979	49743685	0.99
tpcds_q11/datafusion:vortex-compact	155993115	151785020	1.03
tpcds_q12/datafusion:vortex-compact	26754861	24788360	1.08
tpcds_q13/datafusion:vortex-compact	126734997	123367106	1.03
tpcds_q14/datafusion:vortex-compact	202277401	195851533	1.03
tpcds_q15/datafusion:vortex-compact	31848273	30022916	1.06
tpcds_q16/datafusion:vortex-compact	32362290	32117285	1.01
tpcds_q17/datafusion:vortex-compact	76254873	73222453	1.04
tpcds_q18/datafusion:vortex-compact	80401811	78547326	1.02
tpcds_q19/datafusion:vortex-compact	30629820	29744994	1.03
tpcds_q20/datafusion:vortex-compact	26999007	26153230	1.03
tpcds_q21/datafusion:vortex-compact	39872148	39936687	1.00
tpcds_q22/datafusion:vortex-compact	116522028	115007139	1.01
tpcds_q23/datafusion:vortex-compact	166305507	162497052	1.02
tpcds_q24/datafusion:vortex-compact	98360041	95342886	1.03
tpcds_q25/datafusion:vortex-compact	77469006	79345201	0.98
tpcds_q26/datafusion:vortex-compact	44183205	43997963	1.00
tpcds_q27/datafusion:vortex-compact	125128638	127537209	0.98
tpcds_q28/datafusion:vortex-compact	98745369	99198226	1.00
tpcds_q29/datafusion:vortex-compact	73781117	74093332	1.00
tpcds_q30/datafusion:vortex-compact	27626736	27832963	0.99
tpcds_q31/datafusion:vortex-compact	96128857	97183438	0.99
tpcds_q32/datafusion:vortex-compact	24832250	24534716	1.01
tpcds_q33/datafusion:vortex-compact	36405674	36950815	0.99
tpcds_q34/datafusion:vortex-compact	33826332	32790269	1.03
tpcds_q35/datafusion:vortex-compact	54368116	51308052	1.06
tpcds_q36/datafusion:vortex-compact	78939387	75929095	1.04
tpcds_q37/datafusion:vortex-compact	33874210	36307236	0.93
tpcds_q38/datafusion:vortex-compact	51281686	51173090	1.00
tpcds_q39/datafusion:vortex-compact	112727869	112065047	1.01
tpcds_q40/datafusion:vortex-compact	36695060	37143738	0.99
tpcds_q41/datafusion:vortex-compact	18498503	17795117	1.04
tpcds_q42/datafusion:vortex-compact	18434186	18666162	0.99
tpcds_q43/datafusion:vortex-compact	24727616	25519098	0.97
tpcds_q44/datafusion:vortex-compact	49767399	48126072	1.03
tpcds_q45/datafusion:vortex-compact	31844504	29688129	1.07
tpcds_q46/datafusion:vortex-compact	45650187	44668260	1.02
tpcds_q47/datafusion:vortex-compact	151306589	149191005	1.01
tpcds_q48/datafusion:vortex-compact	80585241	82769790	0.97
tpcds_q49/datafusion:vortex-compact	70706592	69023746	1.02
tpcds_q50/datafusion:vortex-compact	47816084	47580956	1.00
tpcds_q51/datafusion:vortex-compact	95792121	95027640	1.01
tpcds_q52/datafusion:vortex-compact	18954285	18338154	1.03
tpcds_q53/datafusion:vortex-compact	29248229	27856286	1.05
tpcds_q54/datafusion:vortex-compact	42440127	42022620	1.01
tpcds_q55/datafusion:vortex-compact	18352383	17903934	1.03
tpcds_q56/datafusion:vortex-compact	37302352	35836043	1.04
tpcds_q57/datafusion:vortex-compact	118316217	118476046	1.00
tpcds_q58/datafusion:vortex-compact	66309386	60681801	1.09
tpcds_q59/datafusion:vortex-compact	69137301	69992796	0.99
tpcds_q60/datafusion:vortex-compact	38658053	35806902	1.08
tpcds_q61/datafusion:vortex-compact	56220767	55544083	1.01
tpcds_q62/datafusion:vortex-compact 🚀	24141334	28846737	0.84
tpcds_q63/datafusion:vortex-compact	27740255	27921272	0.99
tpcds_q64/datafusion:vortex-compact	461013667	450694846	1.02
tpcds_q65/datafusion:vortex-compact	53586742	53452687	1.00
tpcds_q66/datafusion:vortex-compact	77535084	75704992	1.02
tpcds_q67/datafusion:vortex-compact	149909150	150798068	0.99
tpcds_q68/datafusion:vortex-compact	43520076	45275976	0.96
tpcds_q69/datafusion:vortex-compact	46956526	47893325	0.98
tpcds_q70/datafusion:vortex-compact	96923455	97484218	0.99
tpcds_q71/datafusion:vortex-compact	29923551	30083769	0.99
tpcds_q72/datafusion:vortex-compact	2156142057	2102529545	1.03
tpcds_q73/datafusion:vortex-compact	30351288	30068131	1.01
tpcds_q74/datafusion:vortex-compact	98995152	96262207	1.03
tpcds_q75/datafusion:vortex-compact	129939615	127017967	1.02
tpcds_q76/datafusion:vortex-compact	33009120	32202488	1.03
tpcds_q77/datafusion:vortex-compact	51080506	50017288	1.02
tpcds_q78/datafusion:vortex-compact	141136981	137884689	1.02
tpcds_q79/datafusion:vortex-compact	41354939	38549022	1.07
tpcds_q80/datafusion:vortex-compact	106630480	105592253	1.01
tpcds_q81/datafusion:vortex-compact 🚨	33410199	27947512	1.20
tpcds_q82/datafusion:vortex-compact	35592637	34395956	1.03
tpcds_q83/datafusion:vortex-compact	36111206	34961403	1.03
tpcds_q84/datafusion:vortex-compact	14642998	13848422	1.06
tpcds_q85/datafusion:vortex-compact	149804882	155468238	0.96
tpcds_q86/datafusion:vortex-compact 🚨	22123062	18655366	1.19
tpcds_q87/datafusion:vortex-compact	51542454	49931509	1.03
tpcds_q88/datafusion:vortex-compact	76997686	79517524	0.97
tpcds_q89/datafusion:vortex-compact	32328782	31044466	1.04
tpcds_q90/datafusion:vortex-compact	15325970	14850277	1.03
tpcds_q91/datafusion:vortex-compact	33254735	32321955	1.03
tpcds_q92/datafusion:vortex-compact	24001186	23520718	1.02
tpcds_q93/datafusion:vortex-compact	40055164	38222076	1.05
tpcds_q94/datafusion:vortex-compact	26410222	25843369	1.02
tpcds_q95/datafusion:vortex-compact	67285878	63156627	1.07
tpcds_q96/datafusion:vortex-compact	17715557	17880550	0.99
tpcds_q97/datafusion:vortex-compact	35809702	37625528	0.95
tpcds_q98/datafusion:vortex-compact	30245740	30307367	1.00
tpcds_q99/datafusion:vortex-compact	32189540	34603743	0.93

datafusion / parquet (1.016x ➖, 0↑ 3↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	29718789	30204736	0.98
tpcds_q02/datafusion:parquet	41650142	42593082	0.98
tpcds_q03/datafusion:parquet	13719482	13192612	1.04
tpcds_q04/datafusion:parquet	262474235	256025884	1.03
tpcds_q05/datafusion:parquet	40901403	39805997	1.03
tpcds_q06/datafusion:parquet	58445671	61505201	0.95
tpcds_q07/datafusion:parquet	78203093	74547421	1.05
tpcds_q08/datafusion:parquet	26400651	25382065	1.04
tpcds_q09/datafusion:parquet	45506503	43915990	1.04
tpcds_q10/datafusion:parquet	70501082	67874380	1.04
tpcds_q11/datafusion:parquet	154287165	143538437	1.07
tpcds_q12/datafusion:parquet	16277267	17704990	0.92
tpcds_q13/datafusion:parquet	75273032	75500826	1.00
tpcds_q14/datafusion:parquet	160561299	159853522	1.00
tpcds_q15/datafusion:parquet	20666760	20661385	1.00
tpcds_q16/datafusion:parquet	23853920	22561862	1.06
tpcds_q17/datafusion:parquet	62160516	64896837	0.96
tpcds_q18/datafusion:parquet	113600885	113444804	1.00
tpcds_q19/datafusion:parquet 🚨	24720965	21441323	1.15
tpcds_q20/datafusion:parquet	16446920	15928494	1.03
tpcds_q21/datafusion:parquet	18339879	17768131	1.03
tpcds_q22/datafusion:parquet	148011535	150051658	0.99
tpcds_q23/datafusion:parquet	148125817	150270885	0.99
tpcds_q24/datafusion:parquet	89408455	88036041	1.02
tpcds_q25/datafusion:parquet	65383592	64097709	1.02
tpcds_q26/datafusion:parquet	64531269	62608790	1.03
tpcds_q27/datafusion:parquet	143879626	144137206	1.00
tpcds_q28/datafusion:parquet	44788543	42497937	1.05
tpcds_q29/datafusion:parquet 🚨	70398889	63689776	1.11
tpcds_q30/datafusion:parquet	33697362	33297955	1.01
tpcds_q31/datafusion:parquet	63418107	62988966	1.01
tpcds_q32/datafusion:parquet	17505153	17472908	1.00
tpcds_q33/datafusion:parquet	27583412	26620440	1.04
tpcds_q34/datafusion:parquet	21747408	22708875	0.96
tpcds_q35/datafusion:parquet	66434654	67636155	0.98
tpcds_q36/datafusion:parquet	56828969	56567007	1.00
tpcds_q37/datafusion:parquet	19187738	19218212	1.00
tpcds_q38/datafusion:parquet	41850194	38871998	1.08
tpcds_q39/datafusion:parquet	73851651	71185145	1.04
tpcds_q40/datafusion:parquet	23925839	23798418	1.01
tpcds_q41/datafusion:parquet	13310622	13175946	1.01
tpcds_q42/datafusion:parquet	11280265	11518841	0.98
tpcds_q43/datafusion:parquet	16765254	16738847	1.00
tpcds_q44/datafusion:parquet	34214049	32765039	1.04
tpcds_q45/datafusion:parquet	27692148	27586579	1.00
tpcds_q46/datafusion:parquet	32658735	31856476	1.03
tpcds_q47/datafusion:parquet	124916615	125274201	1.00
tpcds_q48/datafusion:parquet	67785538	67326622	1.01
tpcds_q49/datafusion:parquet	54758090	54011545	1.01
tpcds_q50/datafusion:parquet	42230040	44288891	0.95
tpcds_q51/datafusion:parquet	86322434	82822681	1.04
tpcds_q52/datafusion:parquet	11714412	11328100	1.03
tpcds_q53/datafusion:parquet	18665775	17359129	1.08
tpcds_q54/datafusion:parquet	33437889	32706022	1.02
tpcds_q55/datafusion:parquet	11445097	10814408	1.06
tpcds_q56/datafusion:parquet	26281201	27928531	0.94
tpcds_q57/datafusion:parquet	95726504	91933203	1.04
tpcds_q58/datafusion:parquet	48458393	50219047	0.96
tpcds_q59/datafusion:parquet	57522492	55430891	1.04
tpcds_q60/datafusion:parquet	26412319	26723331	0.99
tpcds_q61/datafusion:parquet	42229862	42939863	0.98
tpcds_q62/datafusion:parquet	25272529	23540897	1.07
tpcds_q63/datafusion:parquet	17944809	17599055	1.02
tpcds_q64/datafusion:parquet	506265009	503354087	1.01
tpcds_q65/datafusion:parquet	36912605	36639618	1.01
tpcds_q66/datafusion:parquet	69823385	69487690	1.00
tpcds_q67/datafusion:parquet	142421302	146830681	0.97
tpcds_q68/datafusion:parquet	31913049	30695424	1.04
tpcds_q69/datafusion:parquet	64949764	62925186	1.03
tpcds_q70/datafusion:parquet	86565851	89044975	0.97
tpcds_q71/datafusion:parquet	22199024	22805261	0.97
tpcds_q72/datafusion:parquet	608343066	606381455	1.00
tpcds_q73/datafusion:parquet	19615442	19552391	1.00
tpcds_q74/datafusion:parquet	83765257	82609261	1.01
tpcds_q75/datafusion:parquet	99383092	96916191	1.03
tpcds_q76/datafusion:parquet	30465798	29321038	1.04
tpcds_q77/datafusion:parquet	38298096	37373424	1.02
tpcds_q78/datafusion:parquet	113941361	111235515	1.02
tpcds_q79/datafusion:parquet	27444099	25810729	1.06
tpcds_q80/datafusion:parquet	78922288	78944287	1.00
tpcds_q81/datafusion:parquet	30556351	30566006	1.00
tpcds_q82/datafusion:parquet	18736525	18651376	1.00
tpcds_q83/datafusion:parquet	36239372	35058309	1.03
tpcds_q84/datafusion:parquet	39652305	37690096	1.05
tpcds_q85/datafusion:parquet	148305661	147802163	1.00
tpcds_q86/datafusion:parquet	16538676	15533791	1.06
tpcds_q87/datafusion:parquet	40648486	39052923	1.04
tpcds_q88/datafusion:parquet	58603561	57402319	1.02
tpcds_q89/datafusion:parquet	22114743	20754882	1.07
tpcds_q90/datafusion:parquet	14004380	13427408	1.04
tpcds_q91/datafusion:parquet	58780731	58179653	1.01
tpcds_q92/datafusion:parquet 🚨	19934959	17490112	1.14
tpcds_q93/datafusion:parquet	31244414	31882808	0.98
tpcds_q94/datafusion:parquet	20257012	19518265	1.04
tpcds_q95/datafusion:parquet	57506257	58174355	0.99
tpcds_q96/datafusion:parquet	11332639	11741260	0.97
tpcds_q97/datafusion:parquet	28683890	28353939	1.01
tpcds_q98/datafusion:parquet	21014661	21107372	1.00
tpcds_q99/datafusion:parquet	25256147	25193070	1.00

duckdb / vortex-file-compressed (1.014x ➖, 2↑ 7↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	23001897	22068011	1.04
tpcds_q02/duckdb:vortex-file-compressed 🚨	36171826	31501943	1.15
tpcds_q03/duckdb:vortex-file-compressed 🚀	18039965	25185639	0.72
tpcds_q04/duckdb:vortex-file-compressed	92998698	91462962	1.02
tpcds_q05/duckdb:vortex-file-compressed	32774894	31839108	1.03
tpcds_q06/duckdb:vortex-file-compressed	31465630	30867359	1.02
tpcds_q07/duckdb:vortex-file-compressed	18976694	19905619	0.95
tpcds_q08/duckdb:vortex-file-compressed	27509311	25338895	1.09
tpcds_q09/duckdb:vortex-file-compressed	15979275	16028176	1.00
tpcds_q10/duckdb:vortex-file-compressed	35874295	34916668	1.03
tpcds_q11/duckdb:vortex-file-compressed	60659626	61240776	0.99
tpcds_q12/duckdb:vortex-file-compressed	13598116	12966060	1.05
tpcds_q13/duckdb:vortex-file-compressed	31514244	32419042	0.97
tpcds_q14/duckdb:vortex-file-compressed	96445139	94445394	1.02
tpcds_q15/duckdb:vortex-file-compressed	26035025	25678675	1.01
tpcds_q16/duckdb:vortex-file-compressed	25626316	25437793	1.01
tpcds_q17/duckdb:vortex-file-compressed	46891799	44001806	1.07
tpcds_q18/duckdb:vortex-file-compressed	36682754	34910634	1.05
tpcds_q19/duckdb:vortex-file-compressed	31153300	29509547	1.06
tpcds_q20/duckdb:vortex-file-compressed	14183436	13966395	1.02
tpcds_q21/duckdb:vortex-file-compressed	16086964	15127786	1.06
tpcds_q22/duckdb:vortex-file-compressed 🚨	76862963	69013837	1.11
tpcds_q23/duckdb:vortex-file-compressed	113058414	105542404	1.07
tpcds_q24/duckdb:vortex-file-compressed	47654034	45785457	1.04
tpcds_q25/duckdb:vortex-file-compressed	48962034	49018631	1.00
tpcds_q26/duckdb:vortex-file-compressed	18797084	17881399	1.05
tpcds_q27/duckdb:vortex-file-compressed	20851855	19929768	1.05
tpcds_q28/duckdb:vortex-file-compressed	11739041	11998473	0.98
tpcds_q29/duckdb:vortex-file-compressed 🚨	44489422	38619799	1.15
tpcds_q30/duckdb:vortex-file-compressed	24374417	24629162	0.99
tpcds_q31/duckdb:vortex-file-compressed	26291251	24898307	1.06
tpcds_q32/duckdb:vortex-file-compressed 🚨	14696870	12524324	1.17
tpcds_q33/duckdb:vortex-file-compressed	22967587	21884573	1.05
tpcds_q34/duckdb:vortex-file-compressed	23854145	23340146	1.02
tpcds_q35/duckdb:vortex-file-compressed	60495637	63763453	0.95
tpcds_q36/duckdb:vortex-file-compressed	25450002	23353625	1.09
tpcds_q37/duckdb:vortex-file-compressed	18747450	18315840	1.02
tpcds_q38/duckdb:vortex-file-compressed	33614802	34664680	0.97
tpcds_q39/duckdb:vortex-file-compressed	32972183	32717540	1.01
tpcds_q40/duckdb:vortex-file-compressed	18589449	17321376	1.07
tpcds_q41/duckdb:vortex-file-compressed	9392742	9599745	0.98
tpcds_q42/duckdb:vortex-file-compressed	10823357	11625322	0.93
tpcds_q43/duckdb:vortex-file-compressed	21951802	20915521	1.05
tpcds_q44/duckdb:vortex-file-compressed	21436892	20681498	1.04
tpcds_q45/duckdb:vortex-file-compressed	27432539	26855810	1.02
tpcds_q46/duckdb:vortex-file-compressed	29822161	29812362	1.00
tpcds_q47/duckdb:vortex-file-compressed	47274534	46726916	1.01
tpcds_q48/duckdb:vortex-file-compressed	29874625	27268416	1.10
tpcds_q49/duckdb:vortex-file-compressed	30401862	29784927	1.02
tpcds_q50/duckdb:vortex-file-compressed	29580359	30483775	0.97
tpcds_q51/duckdb:vortex-file-compressed 🚀	96854287	121311377	0.80
tpcds_q52/duckdb:vortex-file-compressed	11443311	12533955	0.91
tpcds_q53/duckdb:vortex-file-compressed	21749585	21975310	0.99
tpcds_q54/duckdb:vortex-file-compressed	26496387	26214708	1.01
tpcds_q55/duckdb:vortex-file-compressed	11512715	11060782	1.04
tpcds_q56/duckdb:vortex-file-compressed	22219036	21940466	1.01
tpcds_q57/duckdb:vortex-file-compressed	38320348	38993050	0.98
tpcds_q58/duckdb:vortex-file-compressed	28187660	28821066	0.98
tpcds_q59/duckdb:vortex-file-compressed	66621283	65668394	1.01
tpcds_q60/duckdb:vortex-file-compressed	22819492	22862056	1.00
tpcds_q61/duckdb:vortex-file-compressed	27795085	30147815	0.92
tpcds_q62/duckdb:vortex-file-compressed	15448371	15531684	0.99
tpcds_q63/duckdb:vortex-file-compressed	19911115	19717493	1.01
tpcds_q64/duckdb:vortex-file-compressed	100363696	99630129	1.01
tpcds_q65/duckdb:vortex-file-compressed	20028321	20589388	0.97
tpcds_q66/duckdb:vortex-file-compressed	28451235	27216587	1.05
tpcds_q67/duckdb:vortex-file-compressed	136016659	138788696	0.98
tpcds_q68/duckdb:vortex-file-compressed	30337746	29865300	1.02
tpcds_q69/duckdb:vortex-file-compressed	37038362	38297922	0.97
tpcds_q70/duckdb:vortex-file-compressed	36815271	36538355	1.01
tpcds_q71/duckdb:vortex-file-compressed	19101098	18426393	1.04
tpcds_q72/duckdb:vortex-file-compressed	167262532	168396267	0.99
tpcds_q73/duckdb:vortex-file-compressed	22981181	23307546	0.99
tpcds_q74/duckdb:vortex-file-compressed	38769381	40056133	0.97
tpcds_q75/duckdb:vortex-file-compressed	47093968	46592673	1.01
tpcds_q76/duckdb:vortex-file-compressed	16296363	16672972	0.98
tpcds_q77/duckdb:vortex-file-compressed	23630760	21781955	1.08
tpcds_q78/duckdb:vortex-file-compressed	74491383	73028378	1.02
tpcds_q79/duckdb:vortex-file-compressed	25000194	24671224	1.01
tpcds_q80/duckdb:vortex-file-compressed	45534264	42972982	1.06
tpcds_q81/duckdb:vortex-file-compressed 🚨	30611384	25705758	1.19
tpcds_q82/duckdb:vortex-file-compressed	48896991	48366633	1.01
tpcds_q83/duckdb:vortex-file-compressed	28147029	26142314	1.08
tpcds_q84/duckdb:vortex-file-compressed	19981695	19198427	1.04
tpcds_q85/duckdb:vortex-file-compressed	42468780	43183139	0.98
tpcds_q86/duckdb:vortex-file-compressed	17992675	17141798	1.05
tpcds_q87/duckdb:vortex-file-compressed	39653786	38912243	1.02
tpcds_q88/duckdb:vortex-file-compressed	52169829	50105513	1.04
tpcds_q89/duckdb:vortex-file-compressed	20284479	20028231	1.01
tpcds_q90/duckdb:vortex-file-compressed	9577047	10100097	0.95
tpcds_q91/duckdb:vortex-file-compressed	23274921	24836636	0.94
tpcds_q92/duckdb:vortex-file-compressed 🚨	19023209	17093525	1.11
tpcds_q93/duckdb:vortex-file-compressed	27699764	27669078	1.00
tpcds_q94/duckdb:vortex-file-compressed	19938600	20059030	0.99
tpcds_q95/duckdb:vortex-file-compressed	138723106	150825229	0.92
tpcds_q96/duckdb:vortex-file-compressed	11747650	11605173	1.01
tpcds_q97/duckdb:vortex-file-compressed	37064758	36210430	1.02
tpcds_q98/duckdb:vortex-file-compressed	16916784	17129351	0.99
tpcds_q99/duckdb:vortex-file-compressed 🚨	28523180	24981334	1.14

duckdb / vortex-compact (1.018x ➖, 1↑ 3↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact 🚨	25119717	22668853	1.11
tpcds_q02/duckdb:vortex-compact	40363101	41807587	0.97
tpcds_q03/duckdb:vortex-compact	49363693	48462329	1.02
tpcds_q04/duckdb:vortex-compact	100270379	98685618	1.02
tpcds_q05/duckdb:vortex-compact 🚀	37777588	42638510	0.89
tpcds_q06/duckdb:vortex-compact	38194720	35966722	1.06
tpcds_q07/duckdb:vortex-compact	33499392	33766367	0.99
tpcds_q08/duckdb:vortex-compact	39065971	39128155	1.00
tpcds_q09/duckdb:vortex-compact	20132300	20480068	0.98
tpcds_q10/duckdb:vortex-compact	52010777	48877586	1.06
tpcds_q11/duckdb:vortex-compact	71251414	67771771	1.05
tpcds_q12/duckdb:vortex-compact	21149002	20041219	1.06
tpcds_q13/duckdb:vortex-compact	55744034	52318142	1.07
tpcds_q14/duckdb:vortex-compact	118892155	114571592	1.04
tpcds_q15/duckdb:vortex-compact 🚨	32811304	28424853	1.15
tpcds_q16/duckdb:vortex-compact	28083351	25742671	1.09
tpcds_q17/duckdb:vortex-compact	54732046	54399563	1.01
tpcds_q18/duckdb:vortex-compact	48777509	46679271	1.04
tpcds_q19/duckdb:vortex-compact	41662743	41707913	1.00
tpcds_q20/duckdb:vortex-compact	18544787	18135861	1.02
tpcds_q21/duckdb:vortex-compact	17666082	16940181	1.04
tpcds_q22/duckdb:vortex-compact	73899653	73583408	1.00
tpcds_q23/duckdb:vortex-compact	123101882	128964691	0.95
tpcds_q24/duckdb:vortex-compact	54697518	57547564	0.95
tpcds_q25/duckdb:vortex-compact	80233392	80051702	1.00
tpcds_q26/duckdb:vortex-compact	31648914	31399196	1.01
tpcds_q27/duckdb:vortex-compact	34116979	35139676	0.97
tpcds_q28/duckdb:vortex-compact	33379271	33510337	1.00
tpcds_q29/duckdb:vortex-compact	52822592	52244461	1.01
tpcds_q30/duckdb:vortex-compact	28184355	28602716	0.99
tpcds_q31/duckdb:vortex-compact	30845856	31281348	0.99
tpcds_q32/duckdb:vortex-compact	19962732	19698363	1.01
tpcds_q33/duckdb:vortex-compact	34845945	32883600	1.06
tpcds_q34/duckdb:vortex-compact	30800922	29627977	1.04
tpcds_q35/duckdb:vortex-compact	71799282	71656465	1.00
tpcds_q36/duckdb:vortex-compact	37168545	36425496	1.02
tpcds_q37/duckdb:vortex-compact	22779715	21866184	1.04
tpcds_q38/duckdb:vortex-compact	39460448	37366543	1.06
tpcds_q39/duckdb:vortex-compact	36872008	35471753	1.04
tpcds_q40/duckdb:vortex-compact	24007660	22423914	1.07
tpcds_q41/duckdb:vortex-compact	11171222	10925993	1.02
tpcds_q42/duckdb:vortex-compact	19276028	18881127	1.02
tpcds_q43/duckdb:vortex-compact	29423870	29561329	1.00
tpcds_q44/duckdb:vortex-compact	28222329	28291200	1.00
tpcds_q45/duckdb:vortex-compact	35824952	35574815	1.01
tpcds_q46/duckdb:vortex-compact	45439435	46147963	0.98
tpcds_q47/duckdb:vortex-compact	58116975	56395674	1.03
tpcds_q48/duckdb:vortex-compact	47160992	46519375	1.01
tpcds_q49/duckdb:vortex-compact	47937237	48262509	0.99
tpcds_q50/duckdb:vortex-compact	37497371	36779939	1.02
tpcds_q51/duckdb:vortex-compact	107050825	104242189	1.03
tpcds_q52/duckdb:vortex-compact	18102908	18617187	0.97
tpcds_q53/duckdb:vortex-compact	32595935	31912996	1.02
tpcds_q54/duckdb:vortex-compact	37727543	36602588	1.03
tpcds_q55/duckdb:vortex-compact	18633547	18574743	1.00
tpcds_q56/duckdb:vortex-compact	31939688	31562710	1.01
tpcds_q57/duckdb:vortex-compact	41096351	40964870	1.00
tpcds_q58/duckdb:vortex-compact	37981199	37615312	1.01
tpcds_q59/duckdb:vortex-compact	84696690	87615725	0.97
tpcds_q60/duckdb:vortex-compact	35039471	33088839	1.06
tpcds_q61/duckdb:vortex-compact	51846954	52515253	0.99
tpcds_q62/duckdb:vortex-compact	20839019	20755545	1.00
tpcds_q63/duckdb:vortex-compact	31133573	31212924	1.00
tpcds_q64/duckdb:vortex-compact	133328467	128896333	1.03
tpcds_q65/duckdb:vortex-compact	30718936	28108576	1.09
tpcds_q66/duckdb:vortex-compact	33946860	34958239	0.97
tpcds_q67/duckdb:vortex-compact	151062253	149466391	1.01
tpcds_q68/duckdb:vortex-compact	44817536	45816474	0.98
tpcds_q69/duckdb:vortex-compact	54592861	51452990	1.06
tpcds_q70/duckdb:vortex-compact	58918916	60518119	0.97
tpcds_q71/duckdb:vortex-compact	27861703	27513968	1.01
tpcds_q72/duckdb:vortex-compact	187919825	184671635	1.02
tpcds_q73/duckdb:vortex-compact	29121504	26770702	1.09
tpcds_q74/duckdb:vortex-compact	47251722	47321267	1.00
tpcds_q75/duckdb:vortex-compact	61402684	59439375	1.03
tpcds_q76/duckdb:vortex-compact	28117145	28658031	0.98
tpcds_q77/duckdb:vortex-compact	36205421	35209483	1.03
tpcds_q78/duckdb:vortex-compact	84079635	77308557	1.09
tpcds_q79/duckdb:vortex-compact	41955266	42107572	1.00
tpcds_q80/duckdb:vortex-compact	69445903	65664248	1.06
tpcds_q81/duckdb:vortex-compact	32845230	31085317	1.06
tpcds_q82/duckdb:vortex-compact	52853945	51099602	1.03
tpcds_q83/duckdb:vortex-compact	34671279	35390187	0.98
tpcds_q84/duckdb:vortex-compact	27068593	27354692	0.99
tpcds_q85/duckdb:vortex-compact	59013744	57391758	1.03
tpcds_q86/duckdb:vortex-compact	21591782	19816679	1.09
tpcds_q87/duckdb:vortex-compact	41966563	42604717	0.99
tpcds_q88/duckdb:vortex-compact	77614578	75765578	1.02
tpcds_q89/duckdb:vortex-compact	30399072	29888806	1.02
tpcds_q90/duckdb:vortex-compact	10346615	10592358	0.98
tpcds_q91/duckdb:vortex-compact	42251168	43158582	0.98
tpcds_q92/duckdb:vortex-compact 🚨	46480863	40401706	1.15
tpcds_q93/duckdb:vortex-compact	31657288	30810914	1.03
tpcds_q94/duckdb:vortex-compact	25715647	25860344	0.99
tpcds_q95/duckdb:vortex-compact	153613988	145859433	1.05
tpcds_q96/duckdb:vortex-compact	15667665	16326407	0.96
tpcds_q97/duckdb:vortex-compact	39522599	40409663	0.98
tpcds_q98/duckdb:vortex-compact	26265389	24832553	1.06
tpcds_q99/duckdb:vortex-compact	28986355	27931513	1.04

duckdb / parquet (1.011x ➖, 0↑ 2↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet 🚨	28995628	25584848	1.13
tpcds_q02/duckdb:parquet	24122070	23551621	1.02
tpcds_q03/duckdb:parquet	11167720	11388057	0.98
tpcds_q04/duckdb:parquet	169823233	168074347	1.01
tpcds_q05/duckdb:parquet	28178152	28879247	0.98
tpcds_q06/duckdb:parquet	29294734	27778462	1.05
tpcds_q07/duckdb:parquet	21063309	21232421	0.99
tpcds_q08/duckdb:parquet	27595525	25999284	1.06
tpcds_q09/duckdb:parquet	40001379	39536297	1.01
tpcds_q10/duckdb:parquet	32605898	33183660	0.98
tpcds_q11/duckdb:parquet	89620138	90010558	1.00
tpcds_q12/duckdb:parquet	14866343	14375634	1.03
tpcds_q13/duckdb:parquet	32543759	33809389	0.96
tpcds_q14/duckdb:parquet	99483225	99213996	1.00
tpcds_q15/duckdb:parquet	30413776	29418960	1.03
tpcds_q16/duckdb:parquet	20151395	20645014	0.98
tpcds_q17/duckdb:parquet	38386014	37086373	1.04
tpcds_q18/duckdb:parquet	45835042	44693739	1.03
tpcds_q19/duckdb:parquet	28339345	28896423	0.98
tpcds_q20/duckdb:parquet	15350959	15359811	1.00
tpcds_q21/duckdb:parquet	10092658	9838129	1.03
tpcds_q22/duckdb:parquet	69212954	68582652	1.01
tpcds_q23/duckdb:parquet	83939535	82471629	1.02
tpcds_q24/duckdb:parquet	43794842	42983419	1.02
tpcds_q25/duckdb:parquet	32697641	32567003	1.00
tpcds_q26/duckdb:parquet	36909806	35209272	1.05
tpcds_q27/duckdb:parquet	48758226	48481325	1.01
tpcds_q28/duckdb:parquet	38108037	37014174	1.03
tpcds_q29/duckdb:parquet	34488872	34920624	0.99
tpcds_q30/duckdb:parquet	34098532	35219853	0.97
tpcds_q31/duckdb:parquet	23449120	22902180	1.02
tpcds_q32/duckdb:parquet	10963260	11257265	0.97
tpcds_q33/duckdb:parquet	21274740	19709784	1.08
tpcds_q34/duckdb:parquet	21273453	19574962	1.09
tpcds_q35/duckdb:parquet	56405214	55193751	1.02
tpcds_q36/duckdb:parquet	19581545	20941820	0.94
tpcds_q37/duckdb:parquet	13359553	12404011	1.08
tpcds_q38/duckdb:parquet	34340105	33148361	1.04
tpcds_q39/duckdb:parquet	28449004	29612619	0.96
tpcds_q40/duckdb:parquet	16873282	16299500	1.04
tpcds_q41/duckdb:parquet	7541902	7763407	0.97
tpcds_q42/duckdb:parquet	9525507	9259350	1.03
tpcds_q43/duckdb:parquet	15041844	15381471	0.98
tpcds_q44/duckdb:parquet	22130425	21978403	1.01
tpcds_q45/duckdb:parquet	26448394	26811873	0.99
tpcds_q46/duckdb:parquet	44980674	43559961	1.03
tpcds_q47/duckdb:parquet	45405013	44709096	1.02
tpcds_q48/duckdb:parquet	28680356	30819385	0.93
tpcds_q49/duckdb:parquet	24362304	25016751	0.97
tpcds_q50/duckdb:parquet	25056888	25311972	0.99
tpcds_q51/duckdb:parquet	94025189	93479682	1.01
tpcds_q52/duckdb:parquet 🚨	11355148	9847167	1.15
tpcds_q53/duckdb:parquet	14967146	15104524	0.99
tpcds_q54/duckdb:parquet	25690444	25164004	1.02
tpcds_q55/duckdb:parquet	10096005	9702682	1.04
tpcds_q56/duckdb:parquet	20918750	21304607	0.98
tpcds_q57/duckdb:parquet	34547554	34376879	1.00
tpcds_q58/duckdb:parquet	22241396	22442289	0.99
tpcds_q59/duckdb:parquet	35183582	35475158	0.99
tpcds_q60/duckdb:parquet	22050777	22271888	0.99
tpcds_q61/duckdb:parquet	30030187	30538374	0.98
tpcds_q62/duckdb:parquet	11503288	12630756	0.91
tpcds_q63/duckdb:parquet	13671540	14334843	0.95
tpcds_q64/duckdb:parquet	78471137	78224284	1.00
tpcds_q65/duckdb:parquet	21104542	19860969	1.06
tpcds_q66/duckdb:parquet	29980295	29666554	1.01
tpcds_q67/duckdb:parquet	132709654	132721039	1.00
tpcds_q68/duckdb:parquet	36482471	36466211	1.00
tpcds_q69/duckdb:parquet	35904484	35847670	1.00
tpcds_q70/duckdb:parquet	19218189	19691175	0.98
tpcds_q71/duckdb:parquet	20489049	19584051	1.05
tpcds_q72/duckdb:parquet	165740700	161910554	1.02
tpcds_q73/duckdb:parquet	17394673	16966880	1.03
tpcds_q74/duckdb:parquet	130806427	127761923	1.02
tpcds_q75/duckdb:parquet	51217045	51462684	1.00
tpcds_q76/duckdb:parquet	20011222	20343839	0.98
tpcds_q77/duckdb:parquet	21582102	21997731	0.98
tpcds_q78/duckdb:parquet	74084909	74480596	0.99
tpcds_q79/duckdb:parquet	28412147	26313067	1.08
tpcds_q80/duckdb:parquet	40430584	41508836	0.97
tpcds_q81/duckdb:parquet	30667360	30212911	1.02
tpcds_q82/duckdb:parquet	14401506	13168755	1.09
tpcds_q83/duckdb:parquet	16888066	15627706	1.08
tpcds_q84/duckdb:parquet	19062962	18607494	1.02
tpcds_q85/duckdb:parquet	37656289	37855377	0.99
tpcds_q86/duckdb:parquet	13068850	11967640	1.09
tpcds_q87/duckdb:parquet	36640388	36893715	0.99
tpcds_q88/duckdb:parquet	48294860	48433552	1.00
tpcds_q89/duckdb:parquet	17105541	15691679	1.09
tpcds_q90/duckdb:parquet	7191317	7345639	0.98
tpcds_q91/duckdb:parquet	22595470	23284743	0.97
tpcds_q92/duckdb:parquet	11248834	10821075	1.04
tpcds_q93/duckdb:parquet	30294744	28369133	1.07
tpcds_q94/duckdb:parquet	15880257	15836695	1.00
tpcds_q95/duckdb:parquet	140045749	141806642	0.99
tpcds_q96/duckdb:parquet	8598867	8340567	1.03
tpcds_q97/duckdb:parquet	34452485	34140446	1.01
tpcds_q98/duckdb:parquet	17477993	18182680	0.96
tpcds_q99/duckdb:parquet	20149619	19173413	1.05

duckdb / duckdb (1.021x ➖, 0↑ 7↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	20721660	20698861	1.00
tpcds_q02/duckdb:duckdb	18365628	18761189	0.98
tpcds_q03/duckdb:duckdb 🚨	9185375	8338461	1.10
tpcds_q04/duckdb:duckdb	173601126	173814320	1.00
tpcds_q05/duckdb:duckdb	20461693	18844208	1.09
tpcds_q06/duckdb:duckdb	22499579	22357606	1.01
tpcds_q07/duckdb:duckdb	38444938	37322500	1.03
tpcds_q08/duckdb:duckdb	119679433	119933570	1.00
tpcds_q09/duckdb:duckdb	19679540	19942950	0.99
tpcds_q10/duckdb:duckdb	24399673	22192648	1.10
tpcds_q11/duckdb:duckdb	91585034	88008793	1.04
tpcds_q12/duckdb:duckdb	11540664	11975124	0.96
tpcds_q13/duckdb:duckdb	24080980	23322934	1.03
tpcds_q14/duckdb:duckdb	96034899	92610093	1.04
tpcds_q15/duckdb:duckdb	24056612	24470348	0.98
tpcds_q16/duckdb:duckdb	16489196	16865548	0.98
tpcds_q17/duckdb:duckdb	22910022	21527286	1.06
tpcds_q18/duckdb:duckdb	47077646	45305856	1.04
tpcds_q19/duckdb:duckdb	17338912	16502803	1.05
tpcds_q20/duckdb:duckdb 🚨	13013993	11670843	1.12
tpcds_q21/duckdb:duckdb	7248284	6608066	1.10
tpcds_q22/duckdb:duckdb	63066507	62304269	1.01
tpcds_q23/duckdb:duckdb	81173392	78951931	1.03
tpcds_q24/duckdb:duckdb	25131453	24872304	1.01
tpcds_q25/duckdb:duckdb	17379349	17521166	0.99
tpcds_q26/duckdb:duckdb	26372309	24891042	1.06
tpcds_q27/duckdb:duckdb	40230326	39702455	1.01
tpcds_q28/duckdb:duckdb	22512378	21861170	1.03
tpcds_q29/duckdb:duckdb	21363533	20285902	1.05
tpcds_q30/duckdb:duckdb	30083216	27590453	1.09
tpcds_q31/duckdb:duckdb	48738711	47556071	1.02
tpcds_q32/duckdb:duckdb	7380146	7190588	1.03
tpcds_q33/duckdb:duckdb	13018555	12371344	1.05
tpcds_q34/duckdb:duckdb	15594844	14626113	1.07
tpcds_q35/duckdb:duckdb	31859821	31654653	1.01
tpcds_q36/duckdb:duckdb	69562156	69405556	1.00
tpcds_q37/duckdb:duckdb	7942241	7649653	1.04
tpcds_q38/duckdb:duckdb	29843174	29550192	1.01
tpcds_q39/duckdb:duckdb	25128152	24323278	1.03
tpcds_q40/duckdb:duckdb	13128117	12827301	1.02
tpcds_q41/duckdb:duckdb	8586617	8720768	0.98
tpcds_q42/duckdb:duckdb	6625108	6512551	1.02
tpcds_q43/duckdb:duckdb	11629493	11612168	1.00
tpcds_q44/duckdb:duckdb 🚨	14443730	12971675	1.11
tpcds_q45/duckdb:duckdb	16902673	17218078	0.98
tpcds_q46/duckdb:duckdb	35713391	35194773	1.01
tpcds_q47/duckdb:duckdb	40913592	40651743	1.01
tpcds_q48/duckdb:duckdb	23369782	22974618	1.02
tpcds_q49/duckdb:duckdb	17637655	18212869	0.97
tpcds_q50/duckdb:duckdb	14461269	14457393	1.00
tpcds_q51/duckdb:duckdb	89605544	90957237	0.99
tpcds_q52/duckdb:duckdb	7264354	7489898	0.97
tpcds_q53/duckdb:duckdb	13653310	13040453	1.05
tpcds_q54/duckdb:duckdb	16322681	16077916	1.02
tpcds_q55/duckdb:duckdb	7188656	7655624	0.94
tpcds_q56/duckdb:duckdb	13432403	13753944	0.98
tpcds_q57/duckdb:duckdb	32566606	33166478	0.98
tpcds_q58/duckdb:duckdb 🚨	14523262	12622587	1.15
tpcds_q59/duckdb:duckdb	35041115	35045879	1.00
tpcds_q60/duckdb:duckdb	14715641	14398084	1.02
tpcds_q61/duckdb:duckdb	14580138	14479900	1.01
tpcds_q62/duckdb:duckdb	9646279	9415707	1.02
tpcds_q63/duckdb:duckdb	12223728	12244852	1.00
tpcds_q64/duckdb:duckdb	54342617	53157936	1.02
tpcds_q65/duckdb:duckdb	32374610	34293271	0.94
tpcds_q66/duckdb:duckdb	26316965	26920943	0.98
tpcds_q67/duckdb:duckdb	129630359	129550783	1.00
tpcds_q68/duckdb:duckdb	25414424	25003178	1.02
tpcds_q69/duckdb:duckdb	25461805	24901124	1.02
tpcds_q70/duckdb:duckdb 🚨	15895553	14147052	1.12
tpcds_q71/duckdb:duckdb	12410139	13152751	0.94
tpcds_q72/duckdb:duckdb 🚨	44330881	40039390	1.11
tpcds_q73/duckdb:duckdb	10852220	11331033	0.96
tpcds_q74/duckdb:duckdb	148747692	148707851	1.00
tpcds_q75/duckdb:duckdb	43647069	41251004	1.06
tpcds_q76/duckdb:duckdb	12128468	12024478	1.01
tpcds_q77/duckdb:duckdb	12928254	12702905	1.02
tpcds_q78/duckdb:duckdb	64317346	62253556	1.03
tpcds_q79/duckdb:duckdb	19409559	19067866	1.02
tpcds_q80/duckdb:duckdb	28453802	28312686	1.00
tpcds_q81/duckdb:duckdb	39820857	37952717	1.05
tpcds_q82/duckdb:duckdb	9023279	8361480	1.08
tpcds_q83/duckdb:duckdb	9166381	9390425	0.98
tpcds_q84/duckdb:duckdb	13212882	14180479	0.93
tpcds_q85/duckdb:duckdb	24212381	24392057	0.99
tpcds_q86/duckdb:duckdb	11015899	10635755	1.04
tpcds_q87/duckdb:duckdb	32420230	32542290	1.00
tpcds_q88/duckdb:duckdb	25964674	25782932	1.01
tpcds_q89/duckdb:duckdb	14512431	14285905	1.02
tpcds_q90/duckdb:duckdb	5546602	5394128	1.03
tpcds_q91/duckdb:duckdb	13529461	12719399	1.06
tpcds_q92/duckdb:duckdb	8868913	8631159	1.03
tpcds_q93/duckdb:duckdb	21960173	23135270	0.95
tpcds_q94/duckdb:duckdb	12751871	12502218	1.02
tpcds_q95/duckdb:duckdb	110378310	106727129	1.03
tpcds_q96/duckdb:duckdb 🚨	5079009	4493447	1.13
tpcds_q97/duckdb:duckdb	29965993	30952913	0.97
tpcds_q98/duckdb:duckdb	13800473	13613383	1.01
tpcds_q99/duckdb:duckdb	16917569	15691409	1.08

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+2.2%	+5.6%	-3.2%	+21.8%	➖ noise
1	datafusion:vortex-file-compressed	+1.3%	+5.6%	-4.0%	+21.2%	➖ noise
1	duckdb:duckdb	+0.1%	+5.6%	-5.2%	+25.7%	➖ noise
1	duckdb:vortex-compact	+10.8%	+5.6%	+4.9%	+26.6%	➖ noise
1	duckdb:vortex-file-compressed	+4.2%	+5.6%	-1.3%	+38.1%	➖ noise
2	datafusion:vortex-compact	+2.4%	+0.1%	+2.3%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-0.3%	+0.1%	-0.3%	+10.0%	➖ noise
2	duckdb:duckdb	-2.1%	+0.1%	-2.2%	+14.7%	➖ noise
2	duckdb:vortex-compact	-3.5%	+0.1%	-3.5%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	+14.8%	+0.1%	+14.7%	+29.8%	➖ noise
3	datafusion:vortex-compact	-2.3%	+1.0%	-3.2%	+10.7%	➖ noise
3	datafusion:vortex-file-compressed	-4.3%	+1.0%	-5.2%	+10.0%	➖ noise
3	duckdb:duckdb	+10.2%	+1.0%	+9.1%	+12.5%	➖ noise
3	duckdb:vortex-compact	+1.9%	+1.0%	+0.9%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-28.4%	+1.0%	-29.1%	+11.0%	✅ faster
4	datafusion:vortex-compact	+6.6%	+1.8%	+4.8%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-0.3%	+1.8%	-2.0%	+10.0%	➖ noise
4	duckdb:duckdb	-0.1%	+1.8%	-1.9%	+10.0%	➖ noise
4	duckdb:vortex-compact	+1.6%	+1.8%	-0.2%	+11.2%	➖ noise
4	duckdb:vortex-file-compressed	+1.7%	+1.8%	-0.1%	+11.6%	➖ noise
5	datafusion:vortex-compact	+5.7%	+0.1%	+5.5%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+6.1%	+0.1%	+6.0%	+10.0%	➖ noise
5	duckdb:duckdb	+8.6%	+0.1%	+8.4%	+12.9%	➖ noise
5	duckdb:vortex-compact	-11.4%	+0.1%	-11.5%	+10.9%	✅ faster
5	duckdb:vortex-file-compressed	+2.9%	+0.1%	+2.8%	+15.5%	➖ noise
6	datafusion:vortex-compact	-0.1%	+0.1%	-0.2%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+1.2%	+0.1%	+1.1%	+10.0%	➖ noise
6	duckdb:duckdb	+0.6%	+0.1%	+0.5%	+14.3%	➖ noise
6	duckdb:vortex-compact	+6.2%	+0.1%	+6.1%	+10.2%	➖ noise
6	duckdb:vortex-file-compressed	+1.9%	+0.1%	+1.8%	+15.2%	➖ noise
7	datafusion:vortex-compact	-2.7%	+2.0%	-4.6%	+11.7%	➖ noise
7	datafusion:vortex-file-compressed	+4.4%	+2.0%	+2.4%	+10.6%	➖ noise
7	duckdb:duckdb	+3.0%	+2.0%	+1.0%	+16.7%	➖ noise
7	duckdb:vortex-compact	-0.8%	+2.0%	-2.7%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-4.7%	+2.0%	-6.5%	+10.3%	➖ noise
8	datafusion:vortex-compact	-2.2%	+5.1%	-6.9%	+17.1%	➖ noise
8	datafusion:vortex-file-compressed	+3.5%	+5.1%	-1.5%	+10.0%	➖ noise
8	duckdb:duckdb	-0.2%	+5.1%	-5.0%	+10.0%	➖ noise
8	duckdb:vortex-compact	-0.2%	+5.1%	-5.0%	+12.1%	➖ noise
8	duckdb:vortex-file-compressed	+8.6%	+5.1%	+3.3%	+15.9%	➖ noise
9	datafusion:vortex-compact	+3.9%	+2.4%	+1.4%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+2.2%	+2.4%	-0.2%	+10.0%	➖ noise
9	duckdb:duckdb	-1.3%	+2.4%	-3.6%	+10.0%	➖ noise
9	duckdb:vortex-compact	-1.7%	+2.4%	-4.0%	+11.3%	➖ noise
9	duckdb:vortex-file-compressed	-0.3%	+2.4%	-2.6%	+12.9%	➖ noise
10	datafusion:vortex-compact	-1.1%	+1.0%	-2.1%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+4.0%	+1.0%	+3.0%	+10.0%	➖ noise
10	duckdb:duckdb	+9.9%	+1.0%	+8.8%	+10.0%	➖ noise
10	duckdb:vortex-compact	+6.4%	+1.0%	+5.3%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+2.7%	+1.0%	+1.7%	+17.4%	➖ noise
11	datafusion:vortex-compact	+2.8%	+3.5%	-0.7%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+5.1%	+3.5%	+1.6%	+10.0%	➖ noise
11	duckdb:duckdb	+4.1%	+3.5%	+0.6%	+14.0%	➖ noise
11	duckdb:vortex-compact	+5.1%	+3.5%	+1.6%	+10.9%	➖ noise
11	duckdb:vortex-file-compressed	-0.9%	+3.5%	-4.3%	+10.0%	➖ noise
12	datafusion:vortex-compact	+7.9%	-2.5%	+10.7%	+15.4%	➖ noise
12	datafusion:vortex-file-compressed	+8.3%	-2.5%	+11.0%	+13.9%	➖ noise
12	duckdb:duckdb	-3.6%	-2.5%	-1.2%	+11.6%	➖ noise
12	duckdb:vortex-compact	+5.5%	-2.5%	+8.2%	+19.0%	➖ noise
12	duckdb:vortex-file-compressed	+4.9%	-2.5%	+7.6%	+26.3%	➖ noise
13	datafusion:vortex-compact	+2.7%	-2.0%	+4.9%	+18.5%	➖ noise
13	datafusion:vortex-file-compressed	-1.6%	-2.0%	+0.4%	+10.0%	➖ noise
13	duckdb:duckdb	+3.3%	-2.0%	+5.4%	+10.0%	➖ noise
13	duckdb:vortex-compact	+6.5%	-2.0%	+8.8%	+10.6%	➖ noise
13	duckdb:vortex-file-compressed	-2.8%	-2.0%	-0.8%	+10.9%	➖ noise
14	datafusion:vortex-compact	+3.3%	+0.4%	+2.9%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-0.5%	+0.4%	-0.8%	+10.0%	➖ noise
14	duckdb:duckdb	+3.7%	+0.4%	+3.3%	+10.0%	➖ noise
14	duckdb:vortex-compact	+3.8%	+0.4%	+3.4%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+2.1%	+0.4%	+1.8%	+10.0%	➖ noise
15	datafusion:vortex-compact	+6.1%	+1.7%	+4.3%	+17.0%	➖ noise
15	datafusion:vortex-file-compressed	-0.3%	+1.7%	-2.0%	+10.0%	➖ noise
15	duckdb:duckdb	-1.7%	+1.7%	-3.3%	+10.0%	➖ noise
15	duckdb:vortex-compact	+15.4%	+1.7%	+13.5%	+14.2%	➖ noise
15	duckdb:vortex-file-compressed	+1.4%	+1.7%	-0.3%	+16.4%	➖ noise
16	datafusion:vortex-compact	+0.8%	+1.6%	-0.8%	+10.1%	➖ noise
16	datafusion:vortex-file-compressed	+2.5%	+1.6%	+0.9%	+10.0%	➖ noise
16	duckdb:duckdb	-2.2%	+1.6%	-3.8%	+11.7%	➖ noise
16	duckdb:vortex-compact	+9.1%	+1.6%	+7.4%	+12.2%	➖ noise
16	duckdb:vortex-file-compressed	+0.7%	+1.6%	-0.8%	+10.6%	➖ noise
17	datafusion:vortex-compact	+4.1%	-0.4%	+4.6%	+10.3%	➖ noise
17	datafusion:vortex-file-compressed	+1.1%	-0.4%	+1.6%	+10.0%	➖ noise
17	duckdb:duckdb	+6.4%	-0.4%	+6.9%	+12.8%	➖ noise
17	duckdb:vortex-compact	+0.6%	-0.4%	+1.0%	+18.0%	➖ noise
17	duckdb:vortex-file-compressed	+6.6%	-0.4%	+7.0%	+11.8%	➖ noise
18	datafusion:vortex-compact	+2.4%	+1.3%	+1.0%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+3.7%	+1.3%	+2.4%	+10.0%	➖ noise
18	duckdb:duckdb	+3.9%	+1.3%	+2.5%	+11.0%	➖ noise
18	duckdb:vortex-compact	+4.5%	+1.3%	+3.1%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+5.1%	+1.3%	+3.7%	+10.0%	➖ noise
19	datafusion:vortex-compact	+3.0%	+6.3%	-3.2%	+15.7%	➖ noise
19	datafusion:vortex-file-compressed	-1.9%	+6.3%	-7.8%	+10.9%	➖ noise
19	duckdb:duckdb	+5.1%	+6.3%	-1.2%	+11.9%	➖ noise
19	duckdb:vortex-compact	-0.1%	+6.3%	-6.1%	+10.4%	➖ noise
19	duckdb:vortex-file-compressed	+5.6%	+6.3%	-0.7%	+20.6%	➖ noise
20	datafusion:vortex-compact	+3.2%	+1.6%	+1.6%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	+3.8%	+1.6%	+2.1%	+10.0%	➖ noise
20	duckdb:duckdb	+11.5%	+1.6%	+9.8%	+10.0%	➖ noise
20	duckdb:vortex-compact	+2.3%	+1.6%	+0.7%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	+1.6%	+1.6%	-0.0%	+10.0%	➖ noise
21	datafusion:vortex-compact	-0.2%	+2.9%	-3.0%	+10.7%	➖ noise
21	datafusion:vortex-file-compressed	-0.0%	+2.9%	-2.9%	+11.6%	➖ noise
21	duckdb:duckdb	+9.7%	+2.9%	+6.6%	+16.7%	➖ noise
21	duckdb:vortex-compact	+4.3%	+2.9%	+1.3%	+21.8%	➖ noise
21	duckdb:vortex-file-compressed	+6.3%	+2.9%	+3.3%	+16.3%	➖ noise
22	datafusion:vortex-compact	+1.3%	-0.2%	+1.5%	+30.4%	➖ noise
22	datafusion:vortex-file-compressed	-2.3%	-0.2%	-2.1%	+29.6%	➖ noise
22	duckdb:duckdb	+1.2%	-0.2%	+1.5%	+13.7%	➖ noise
22	duckdb:vortex-compact	+0.4%	-0.2%	+0.7%	+10.9%	➖ noise
22	duckdb:vortex-file-compressed	+11.4%	-0.2%	+11.6%	+13.2%	➖ noise
23	datafusion:vortex-compact	+2.3%	+0.2%	+2.2%	+10.0%	➖ noise
23	datafusion:vortex-file-compressed	+7.9%	+0.2%	+7.7%	+10.0%	➖ noise
23	duckdb:duckdb	+2.8%	+0.2%	+2.6%	+10.0%	➖ noise
23	duckdb:vortex-compact	-4.5%	+0.2%	-4.7%	+20.5%	➖ noise
23	duckdb:vortex-file-compressed	+7.1%	+0.2%	+6.9%	+21.1%	➖ noise
24	datafusion:vortex-compact	+3.2%	+1.7%	+1.4%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	+0.1%	+1.7%	-1.6%	+10.0%	➖ noise
24	duckdb:duckdb	+1.0%	+1.7%	-0.7%	+12.3%	➖ noise
24	duckdb:vortex-compact	-5.0%	+1.7%	-6.6%	+10.6%	➖ noise
24	duckdb:vortex-file-compressed	+4.1%	+1.7%	+2.3%	+13.5%	➖ noise
25	datafusion:vortex-compact	-2.4%	+1.2%	-3.5%	+10.3%	➖ noise
25	datafusion:vortex-file-compressed	-1.0%	+1.2%	-2.2%	+10.0%	➖ noise
25	duckdb:duckdb	-0.8%	+1.2%	-2.0%	+16.0%	➖ noise
25	duckdb:vortex-compact	+0.2%	+1.2%	-1.0%	+10.1%	➖ noise
25	duckdb:vortex-file-compressed	-0.1%	+1.2%	-1.3%	+10.0%	➖ noise
26	datafusion:vortex-compact	+0.4%	+3.9%	-3.4%	+11.0%	➖ noise
26	datafusion:vortex-file-compressed	+2.3%	+3.9%	-1.6%	+11.7%	➖ noise
26	duckdb:duckdb	+6.0%	+3.9%	+1.9%	+17.4%	➖ noise
26	duckdb:vortex-compact	+0.8%	+3.9%	-3.0%	+10.0%	➖ noise
26	duckdb:vortex-file-compressed	+5.1%	+3.9%	+1.1%	+11.1%	➖ noise
27	datafusion:vortex-compact	-1.9%	+0.2%	-2.1%	+11.3%	➖ noise
27	datafusion:vortex-file-compressed	-1.5%	+0.2%	-1.7%	+10.1%	➖ noise
27	duckdb:duckdb	+1.3%	+0.2%	+1.1%	+19.0%	➖ noise
27	duckdb:vortex-compact	-2.9%	+0.2%	-3.1%	+10.6%	➖ noise
27	duckdb:vortex-file-compressed	+4.6%	+0.2%	+4.4%	+13.2%	➖ noise
28	datafusion:vortex-compact	-0.5%	+4.2%	-4.4%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+0.2%	+4.2%	-3.8%	+10.0%	➖ noise
28	duckdb:duckdb	+3.0%	+4.2%	-1.1%	+10.0%	➖ noise
28	duckdb:vortex-compact	-0.4%	+4.2%	-4.4%	+26.3%	➖ noise
28	duckdb:vortex-file-compressed	-2.2%	+4.2%	-6.1%	+13.2%	➖ noise
29	datafusion:vortex-compact	-0.4%	+4.5%	-4.7%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	+6.0%	+4.5%	+1.5%	+12.0%	➖ noise
29	duckdb:duckdb	+5.3%	+4.5%	+0.8%	+10.0%	➖ noise
29	duckdb:vortex-compact	+1.1%	+4.5%	-3.2%	+16.0%	➖ noise
29	duckdb:vortex-file-compressed	+15.2%	+4.5%	+10.3%	+16.4%	➖ noise
30	datafusion:vortex-compact	-0.7%	-1.0%	+0.3%	+10.0%	➖ noise
30	datafusion:vortex-file-compressed	+1.6%	-1.0%	+2.7%	+11.4%	➖ noise
30	duckdb:duckdb	+9.0%	-1.0%	+10.2%	+11.5%	➖ noise
30	duckdb:vortex-compact	-1.5%	-1.0%	-0.5%	+10.5%	➖ noise
30	duckdb:vortex-file-compressed	-1.0%	-1.0%	-0.0%	+24.9%	➖ noise
31	datafusion:vortex-compact	-1.1%	+1.5%	-2.6%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+1.2%	+1.5%	-0.4%	+10.0%	➖ noise
31	duckdb:duckdb	+2.5%	+1.5%	+0.9%	+10.0%	➖ noise
31	duckdb:vortex-compact	-1.4%	+1.5%	-2.9%	+13.4%	➖ noise
31	duckdb:vortex-file-compressed	+5.6%	+1.5%	+4.0%	+14.1%	➖ noise
32	datafusion:vortex-compact	+1.2%	-1.2%	+2.5%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	-2.5%	-1.2%	-1.3%	+10.4%	➖ noise
32	duckdb:duckdb	+2.6%	-1.2%	+3.9%	+12.6%	➖ noise
32	duckdb:vortex-compact	+1.3%	-1.2%	+2.6%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	+17.3%	-1.2%	+18.8%	+14.7%	🚨 regression
33	datafusion:vortex-compact	-1.5%	+5.8%	-6.8%	+10.4%	➖ noise
33	datafusion:vortex-file-compressed	+2.8%	+5.8%	-2.8%	+10.0%	➖ noise
33	duckdb:duckdb	+5.2%	+5.8%	-0.5%	+13.5%	➖ noise
33	duckdb:vortex-compact	+6.0%	+5.8%	+0.2%	+17.4%	➖ noise
33	duckdb:vortex-file-compressed	+4.9%	+5.8%	-0.8%	+13.0%	➖ noise
34	datafusion:vortex-compact	+3.2%	+2.0%	+1.1%	+12.5%	➖ noise
34	datafusion:vortex-file-compressed	-0.1%	+2.0%	-2.1%	+10.0%	➖ noise
34	duckdb:duckdb	+6.6%	+2.0%	+4.5%	+17.4%	➖ noise
34	duckdb:vortex-compact	+4.0%	+2.0%	+1.9%	+10.4%	➖ noise
34	duckdb:vortex-file-compressed	+2.2%	+2.0%	+0.2%	+18.0%	➖ noise
35	datafusion:vortex-compact	+6.0%	+0.2%	+5.8%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	+4.0%	+0.2%	+3.8%	+10.0%	➖ noise
35	duckdb:duckdb	+0.6%	+0.2%	+0.5%	+13.6%	➖ noise
35	duckdb:vortex-compact	+0.2%	+0.2%	+0.0%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	-5.1%	+0.2%	-5.3%	+10.0%	➖ noise
36	datafusion:vortex-compact	+4.0%	-3.1%	+7.3%	+11.7%	➖ noise
36	datafusion:vortex-file-compressed	+3.9%	-3.1%	+7.2%	+12.6%	➖ noise
36	duckdb:duckdb	+0.2%	-3.1%	+3.4%	+10.6%	➖ noise
36	duckdb:vortex-compact	+2.0%	-3.1%	+5.3%	+18.2%	➖ noise
36	duckdb:vortex-file-compressed	+9.0%	-3.1%	+12.4%	+15.4%	➖ noise
37	datafusion:vortex-compact	-6.7%	+3.7%	-10.0%	+12.0%	➖ noise
37	datafusion:vortex-file-compressed	+2.6%	+3.7%	-1.1%	+12.7%	➖ noise
37	duckdb:duckdb	+3.8%	+3.7%	+0.1%	+13.5%	➖ noise
37	duckdb:vortex-compact	+4.2%	+3.7%	+0.5%	+14.3%	➖ noise
37	duckdb:vortex-file-compressed	+2.4%	+3.7%	-1.3%	+11.6%	➖ noise
38	datafusion:vortex-compact	+0.2%	+5.6%	-5.1%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	+0.5%	+5.6%	-4.9%	+10.3%	➖ noise
38	duckdb:duckdb	+1.0%	+5.6%	-4.4%	+10.5%	➖ noise
38	duckdb:vortex-compact	+5.6%	+5.6%	-0.0%	+10.0%	➖ noise
38	duckdb:vortex-file-compressed	-3.0%	+5.6%	-8.2%	+29.2%	➖ noise
39	datafusion:vortex-compact	+0.6%	-0.2%	+0.8%	+13.6%	➖ noise
39	datafusion:vortex-file-compressed	+4.3%	-0.2%	+4.5%	+13.1%	➖ noise
39	duckdb:duckdb	+3.3%	-0.2%	+3.5%	+13.9%	➖ noise
39	duckdb:vortex-compact	+3.9%	-0.2%	+4.1%	+14.7%	➖ noise
39	duckdb:vortex-file-compressed	+0.8%	-0.2%	+0.9%	+16.3%	➖ noise
40	datafusion:vortex-compact	-1.2%	+2.0%	-3.2%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	+3.9%	+2.0%	+1.9%	+10.0%	➖ noise
40	duckdb:duckdb	+2.3%	+2.0%	+0.3%	+10.1%	➖ noise
40	duckdb:vortex-compact	+7.1%	+2.0%	+4.9%	+13.7%	➖ noise
40	duckdb:vortex-file-compressed	+7.3%	+2.0%	+5.2%	+10.3%	➖ noise
41	datafusion:vortex-compact	+4.0%	-0.9%	+4.9%	+14.0%	➖ noise
41	datafusion:vortex-file-compressed	+1.0%	-0.9%	+2.0%	+10.9%	➖ noise
41	duckdb:duckdb	-1.5%	-0.9%	-0.6%	+11.9%	➖ noise
41	duckdb:vortex-compact	+2.2%	-0.9%	+3.2%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	-2.2%	-0.9%	-1.2%	+10.0%	➖ noise
42	datafusion:vortex-compact	-1.2%	+0.4%	-1.6%	+10.0%	➖ noise
42	datafusion:vortex-file-compressed	+6.0%	+0.4%	+5.6%	+10.0%	➖ noise
42	duckdb:duckdb	+1.7%	+0.4%	+1.4%	+16.1%	➖ noise
42	duckdb:vortex-compact	+2.1%	+0.4%	+1.7%	+10.0%	➖ noise
42	duckdb:vortex-file-compressed	-6.9%	+0.4%	-7.2%	+10.0%	➖ noise
43	datafusion:vortex-compact	-3.1%	-1.0%	-2.1%	+12.1%	➖ noise
43	datafusion:vortex-file-compressed	+2.5%	-1.0%	+3.6%	+10.0%	➖ noise
43	duckdb:duckdb	+0.1%	-1.0%	+1.2%	+14.4%	➖ noise
43	duckdb:vortex-compact	-0.5%	-1.0%	+0.6%	+18.9%	➖ noise
43	duckdb:vortex-file-compressed	+5.0%	-1.0%	+6.0%	+17.1%	➖ noise
44	datafusion:vortex-compact	+3.4%	+2.5%	+0.8%	+10.6%	➖ noise
44	datafusion:vortex-file-compressed	+1.3%	+2.5%	-1.2%	+11.3%	➖ noise
44	duckdb:duckdb	+11.3%	+2.5%	+8.6%	+11.4%	➖ noise
44	duckdb:vortex-compact	-0.2%	+2.5%	-2.7%	+10.0%	➖ noise
44	duckdb:vortex-file-compressed	+3.7%	+2.5%	+1.1%	+10.0%	➖ noise
45	datafusion:vortex-compact	+7.3%	-0.5%	+7.8%	+10.0%	➖ noise
45	datafusion:vortex-file-compressed	+5.1%	-0.5%	+5.6%	+10.0%	➖ noise
45	duckdb:duckdb	-1.8%	-0.5%	-1.3%	+11.4%	➖ noise
45	duckdb:vortex-compact	+0.7%	-0.5%	+1.2%	+11.8%	➖ noise
45	duckdb:vortex-file-compressed	+2.1%	-0.5%	+2.7%	+10.0%	➖ noise
46	datafusion:vortex-compact	+2.2%	+2.9%	-0.7%	+10.0%	➖ noise
46	datafusion:vortex-file-compressed	-0.6%	+2.9%	-3.4%	+10.0%	➖ noise
46	duckdb:duckdb	+1.5%	+2.9%	-1.4%	+10.0%	➖ noise
46	duckdb:vortex-compact	-1.5%	+2.9%	-4.3%	+10.6%	➖ noise
46	duckdb:vortex-file-compressed	+0.0%	+2.9%	-2.8%	+12.4%	➖ noise
47	datafusion:vortex-compact	+1.4%	+0.6%	+0.8%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	+2.4%	+0.6%	+1.7%	+10.0%	➖ noise
47	duckdb:duckdb	+0.6%	+0.6%	+0.0%	+10.0%	➖ noise
47	duckdb:vortex-compact	+3.1%	+0.6%	+2.4%	+11.2%	➖ noise
47	duckdb:vortex-file-compressed	+1.2%	+0.6%	+0.5%	+13.9%	➖ noise
48	datafusion:vortex-compact	-2.6%	-3.2%	+0.6%	+18.4%	➖ noise
48	datafusion:vortex-file-compressed	+1.6%	-3.2%	+4.9%	+10.0%	➖ noise
48	duckdb:duckdb	+1.7%	-3.2%	+5.1%	+10.0%	➖ noise
48	duckdb:vortex-compact	+1.4%	-3.2%	+4.7%	+10.0%	➖ noise
48	duckdb:vortex-file-compressed	+9.6%	-3.2%	+13.2%	+10.0%	🚨 regression
49	datafusion:vortex-compact	+2.4%	-0.6%	+3.1%	+10.0%	➖ noise
49	datafusion:vortex-file-compressed	+4.5%	-0.6%	+5.1%	+10.0%	➖ noise
49	duckdb:duckdb	-3.2%	-0.6%	-2.5%	+17.1%	➖ noise
49	duckdb:vortex-compact	-0.7%	-0.6%	-0.0%	+10.0%	➖ noise
49	duckdb:vortex-file-compressed	+2.1%	-0.6%	+2.7%	+18.3%	➖ noise
50	datafusion:vortex-compact	+0.5%	-2.8%	+3.4%	+10.3%	➖ noise
50	datafusion:vortex-file-compressed	+2.8%	-2.8%	+5.8%	+10.4%	➖ noise
50	duckdb:duckdb	+0.0%	-2.8%	+3.0%	+11.7%	➖ noise
50	duckdb:vortex-compact	+2.0%	-2.8%	+4.9%	+10.2%	➖ noise
50	duckdb:vortex-file-compressed	-3.0%	-2.8%	-0.1%	+10.0%	➖ noise
51	datafusion:vortex-compact	+0.8%	+2.4%	-1.5%	+10.0%	➖ noise
51	datafusion:vortex-file-compressed	+2.1%	+2.4%	-0.2%	+10.0%	➖ noise
51	duckdb:duckdb	-1.5%	+2.4%	-3.8%	+18.4%	➖ noise
51	duckdb:vortex-compact	+2.7%	+2.4%	+0.3%	+13.2%	➖ noise
51	duckdb:vortex-file-compressed	-20.2%	+2.4%	-22.0%	+17.8%	✅ faster
52	datafusion:vortex-compact	+3.4%	+9.2%	-5.3%	+22.7%	➖ noise
52	datafusion:vortex-file-compressed	+2.9%	+9.2%	-5.8%	+13.5%	➖ noise
52	duckdb:duckdb	-3.0%	+9.2%	-11.2%	+17.2%	➖ noise
52	duckdb:vortex-compact	-2.8%	+9.2%	-11.0%	+21.4%	➖ noise
52	duckdb:vortex-file-compressed	-8.7%	+9.2%	-16.4%	+16.6%	✅ faster
53	datafusion:vortex-compact	+5.0%	+3.2%	+1.7%	+10.3%	➖ noise
53	datafusion:vortex-file-compressed	+3.3%	+3.2%	+0.1%	+10.2%	➖ noise
53	duckdb:duckdb	+4.7%	+3.2%	+1.4%	+13.1%	➖ noise
53	duckdb:vortex-compact	+2.1%	+3.2%	-1.0%	+14.8%	➖ noise
53	duckdb:vortex-file-compressed	-1.0%	+3.2%	-4.1%	+10.0%	➖ noise
54	datafusion:vortex-compact	+1.0%	+2.2%	-1.1%	+10.0%	➖ noise
54	datafusion:vortex-file-compressed	+0.8%	+2.2%	-1.4%	+10.0%	➖ noise
54	duckdb:duckdb	+1.5%	+2.2%	-0.6%	+10.0%	➖ noise
54	duckdb:vortex-compact	+3.1%	+2.2%	+0.9%	+13.7%	➖ noise
54	duckdb:vortex-file-compressed	+1.1%	+2.2%	-1.1%	+10.0%	➖ noise
55	datafusion:vortex-compact	+2.5%	+4.9%	-2.3%	+11.8%	➖ noise
55	datafusion:vortex-file-compressed	+2.7%	+4.9%	-2.1%	+13.1%	➖ noise
55	duckdb:duckdb	-6.1%	+4.9%	-10.5%	+16.5%	➖ noise
55	duckdb:vortex-compact	+0.3%	+4.9%	-4.4%	+28.2%	➖ noise
55	duckdb:vortex-file-compressed	+4.1%	+4.9%	-0.8%	+28.3%	➖ noise
56	datafusion:vortex-compact	+4.1%	-3.9%	+8.3%	+10.0%	➖ noise
56	datafusion:vortex-file-compressed	-0.1%	-3.9%	+4.0%	+10.0%	➖ noise
56	duckdb:duckdb	-2.3%	-3.9%	+1.6%	+14.6%	➖ noise
56	duckdb:vortex-compact	+1.2%	-3.9%	+5.3%	+11.8%	➖ noise
56	duckdb:vortex-file-compressed	+1.3%	-3.9%	+5.4%	+10.0%	➖ noise
57	datafusion:vortex-compact	-0.1%	+2.3%	-2.4%	+10.0%	➖ noise
57	datafusion:vortex-file-compressed	+0.6%	+2.3%	-1.7%	+10.0%	➖ noise
57	duckdb:duckdb	-1.8%	+2.3%	-4.0%	+10.0%	➖ noise
57	duckdb:vortex-compact	+0.3%	+2.3%	-1.9%	+12.3%	➖ noise
57	duckdb:vortex-file-compressed	-1.7%	+2.3%	-3.9%	+11.5%	➖ noise
58	datafusion:vortex-compact	+9.3%	-2.2%	+11.7%	+10.0%	🚨 regression
58	datafusion:vortex-file-compressed	-0.9%	-2.2%	+1.4%	+10.0%	➖ noise
58	duckdb:duckdb	+15.1%	-2.2%	+17.7%	+17.8%	➖ noise
58	duckdb:vortex-compact	+1.0%	-2.2%	+3.3%	+10.9%	➖ noise
58	duckdb:vortex-file-compressed	-2.2%	-2.2%	+0.0%	+12.6%	➖ noise
59	datafusion:vortex-compact	-1.2%	+1.4%	-2.6%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	-0.4%	+1.4%	-1.8%	+10.0%	➖ noise
59	duckdb:duckdb	-0.0%	+1.4%	-1.4%	+12.8%	➖ noise
59	duckdb:vortex-compact	-3.3%	+1.4%	-4.7%	+15.1%	➖ noise
59	duckdb:vortex-file-compressed	+1.5%	+1.4%	+0.0%	+12.9%	➖ noise
60	datafusion:vortex-compact	+8.0%	-1.1%	+9.1%	+11.1%	➖ noise
60	datafusion:vortex-file-compressed	-0.8%	-1.1%	+0.3%	+15.5%	➖ noise
60	duckdb:duckdb	+2.2%	-1.1%	+3.3%	+12.8%	➖ noise
60	duckdb:vortex-compact	+5.9%	-1.1%	+7.0%	+13.0%	➖ noise
60	duckdb:vortex-file-compressed	-0.2%	-1.1%	+0.9%	+10.4%	➖ noise
61	datafusion:vortex-compact	+1.2%	-1.7%	+2.9%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	+2.5%	-1.7%	+4.3%	+10.0%	➖ noise
61	duckdb:duckdb	+0.7%	-1.7%	+2.4%	+12.6%	➖ noise
61	duckdb:vortex-compact	-1.3%	-1.7%	+0.4%	+12.1%	➖ noise
61	duckdb:vortex-file-compressed	-7.8%	-1.7%	-6.2%	+19.7%	➖ noise
62	datafusion:vortex-compact	-16.3%	-1.1%	-15.4%	+29.3%	➖ noise
62	datafusion:vortex-file-compressed	+9.5%	-1.1%	+10.8%	+31.2%	➖ noise
62	duckdb:duckdb	+2.4%	-1.1%	+3.6%	+16.0%	➖ noise
62	duckdb:vortex-compact	+0.4%	-1.1%	+1.5%	+25.1%	➖ noise
62	duckdb:vortex-file-compressed	-0.5%	-1.1%	+0.6%	+18.3%	➖ noise
63	datafusion:vortex-compact	-0.6%	-1.4%	+0.7%	+10.0%	➖ noise
63	datafusion:vortex-file-compressed	-3.2%	-1.4%	-1.8%	+10.0%	➖ noise
63	duckdb:duckdb	-0.2%	-1.4%	+1.2%	+15.5%	➖ noise
63	duckdb:vortex-compact	-0.3%	-1.4%	+1.1%	+10.0%	➖ noise
63	duckdb:vortex-file-compressed	+1.0%	-1.4%	+2.4%	+10.0%	➖ noise
64	datafusion:vortex-compact	+2.3%	+0.4%	+1.8%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	+1.9%	+0.4%	+1.4%	+10.0%	➖ noise
64	duckdb:duckdb	+2.2%	+0.4%	+1.8%	+10.0%	➖ noise
64	duckdb:vortex-compact	+3.4%	+0.4%	+3.0%	+11.7%	➖ noise
64	duckdb:vortex-file-compressed	+0.7%	+0.4%	+0.3%	+10.0%	➖ noise
65	datafusion:vortex-compact	+0.3%	+3.5%	-3.1%	+10.0%	➖ noise
65	datafusion:vortex-file-compressed	+6.0%	+3.5%	+2.4%	+12.9%	➖ noise
65	duckdb:duckdb	-5.6%	+3.5%	-8.8%	+17.4%	➖ noise
65	duckdb:vortex-compact	+9.3%	+3.5%	+5.6%	+10.0%	➖ noise
65	duckdb:vortex-file-compressed	-2.7%	+3.5%	-6.0%	+12.0%	➖ noise
66	datafusion:vortex-compact	+2.4%	+0.8%	+1.6%	+12.6%	➖ noise
66	datafusion:vortex-file-compressed	+8.1%	+0.8%	+7.3%	+11.9%	➖ noise
66	duckdb:duckdb	-2.2%	+0.8%	-3.0%	+13.1%	➖ noise
66	duckdb:vortex-compact	-2.9%	+0.8%	-3.6%	+18.2%	➖ noise
66	duckdb:vortex-file-compressed	+4.5%	+0.8%	+3.7%	+13.8%	➖ noise
67	datafusion:vortex-compact	-0.6%	-1.5%	+0.9%	+13.3%	➖ noise
67	datafusion:vortex-file-compressed	+2.6%	-1.5%	+4.2%	+10.0%	➖ noise
67	duckdb:duckdb	+0.1%	-1.5%	+1.6%	+10.0%	➖ noise
67	duckdb:vortex-compact	+1.1%	-1.5%	+2.6%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	-2.0%	-1.5%	-0.5%	+10.0%	➖ noise
68	datafusion:vortex-compact	-3.9%	+2.0%	-5.8%	+10.0%	➖ noise
68	datafusion:vortex-file-compressed	+3.1%	+2.0%	+1.1%	+23.4%	➖ noise
68	duckdb:duckdb	+1.6%	+2.0%	-0.3%	+10.0%	➖ noise
68	duckdb:vortex-compact	-2.2%	+2.0%	-4.1%	+11.2%	➖ noise
68	duckdb:vortex-file-compressed	+1.6%	+2.0%	-0.4%	+12.8%	➖ noise
69	datafusion:vortex-compact	-2.0%	+1.7%	-3.6%	+15.3%	➖ noise
69	datafusion:vortex-file-compressed	+6.0%	+1.7%	+4.3%	+10.0%	➖ noise
69	duckdb:duckdb	+2.3%	+1.7%	+0.6%	+10.0%	➖ noise
69	duckdb:vortex-compact	+6.1%	+1.7%	+4.4%	+10.7%	➖ noise
69	duckdb:vortex-file-compressed	-3.3%	+1.7%	-4.9%	+11.4%	➖ noise
70	datafusion:vortex-compact	-0.6%	-2.6%	+2.1%	+11.6%	➖ noise
70	datafusion:vortex-file-compressed	+0.6%	-2.6%	+3.3%	+16.6%	➖ noise
70	duckdb:duckdb	+12.4%	-2.6%	+15.4%	+15.1%	🚨 regression
70	duckdb:vortex-compact	-2.6%	-2.6%	-0.1%	+10.4%	➖ noise
70	duckdb:vortex-file-compressed	+0.8%	-2.6%	+3.4%	+10.0%	➖ noise
71	datafusion:vortex-compact	-0.5%	+0.9%	-1.4%	+10.0%	➖ noise
71	datafusion:vortex-file-compressed	+2.4%	+0.9%	+1.4%	+10.0%	➖ noise
71	duckdb:duckdb	-5.6%	+0.9%	-6.5%	+17.3%	➖ noise
71	duckdb:vortex-compact	+1.3%	+0.9%	+0.3%	+11.0%	➖ noise
71	duckdb:vortex-file-compressed	+3.7%	+0.9%	+2.7%	+14.5%	➖ noise
72	datafusion:vortex-compact	+2.5%	+1.3%	+1.2%	+10.0%	➖ noise
72	datafusion:vortex-file-compressed	+4.3%	+1.3%	+2.9%	+10.0%	➖ noise
72	duckdb:duckdb	+10.7%	+1.3%	+9.3%	+12.6%	➖ noise
72	duckdb:vortex-compact	+1.8%	+1.3%	+0.4%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	-0.7%	+1.3%	-2.0%	+10.0%	➖ noise
73	datafusion:vortex-compact	+0.9%	+1.4%	-0.5%	+10.0%	➖ noise
73	datafusion:vortex-file-compressed	+0.3%	+1.4%	-1.1%	+10.0%	➖ noise
73	duckdb:duckdb	-4.2%	+1.4%	-5.6%	+13.8%	➖ noise
73	duckdb:vortex-compact	+8.8%	+1.4%	+7.3%	+13.5%	➖ noise
73	duckdb:vortex-file-compressed	-1.4%	+1.4%	-2.8%	+13.0%	➖ noise
74	datafusion:vortex-compact	+2.8%	+1.9%	+0.9%	+13.0%	➖ noise
74	datafusion:vortex-file-compressed	+3.3%	+1.9%	+1.4%	+15.0%	➖ noise
74	duckdb:duckdb	+0.0%	+1.9%	-1.8%	+10.0%	➖ noise
74	duckdb:vortex-compact	-0.1%	+1.9%	-2.0%	+16.3%	➖ noise
74	duckdb:vortex-file-compressed	-3.2%	+1.9%	-5.0%	+12.5%	➖ noise
75	datafusion:vortex-compact	+2.3%	+1.0%	+1.3%	+10.0%	➖ noise
75	datafusion:vortex-file-compressed	+3.1%	+1.0%	+2.1%	+10.0%	➖ noise
75	duckdb:duckdb	+5.8%	+1.0%	+4.7%	+10.0%	➖ noise
75	duckdb:vortex-compact	+3.3%	+1.0%	+2.3%	+10.1%	➖ noise
75	duckdb:vortex-file-compressed	+1.1%	+1.0%	+0.1%	+10.0%	➖ noise
76	datafusion:vortex-compact	+2.5%	+1.1%	+1.4%	+14.4%	➖ noise
76	datafusion:vortex-file-compressed	-0.2%	+1.1%	-1.3%	+16.8%	➖ noise
76	duckdb:duckdb	+0.9%	+1.1%	-0.2%	+19.5%	➖ noise
76	duckdb:vortex-compact	-1.9%	+1.1%	-3.0%	+22.1%	➖ noise
76	duckdb:vortex-file-compressed	-2.3%	+1.1%	-3.3%	+30.0%	➖ noise
77	datafusion:vortex-compact	+2.1%	+0.3%	+1.9%	+13.3%	➖ noise
77	datafusion:vortex-file-compressed	+3.4%	+0.3%	+3.1%	+15.1%	➖ noise
77	duckdb:duckdb	+1.8%	+0.3%	+1.5%	+10.0%	➖ noise
77	duckdb:vortex-compact	+2.8%	+0.3%	+2.6%	+10.0%	➖ noise
77	duckdb:vortex-file-compressed	+8.5%	+0.3%	+8.2%	+12.2%	➖ noise
78	datafusion:vortex-compact	+2.4%	+0.9%	+1.4%	+10.0%	➖ noise
78	datafusion:vortex-file-compressed	+3.3%	+0.9%	+2.4%	+10.0%	➖ noise
78	duckdb:duckdb	+3.3%	+0.9%	+2.4%	+10.0%	➖ noise
78	duckdb:vortex-compact	+8.8%	+0.9%	+7.7%	+15.1%	➖ noise
78	duckdb:vortex-file-compressed	+2.0%	+0.9%	+1.1%	+14.4%	➖ noise
79	datafusion:vortex-compact	+7.3%	+7.1%	+0.1%	+14.1%	➖ noise
79	datafusion:vortex-file-compressed	-3.1%	+7.1%	-9.6%	+13.7%	➖ noise
79	duckdb:duckdb	+1.8%	+7.1%	-5.0%	+10.0%	➖ noise
79	duckdb:vortex-compact	-0.4%	+7.1%	-7.0%	+12.4%	➖ noise
79	duckdb:vortex-file-compressed	+1.3%	+7.1%	-5.4%	+10.3%	➖ noise
80	datafusion:vortex-compact	+1.0%	-1.3%	+2.3%	+10.0%	➖ noise
80	datafusion:vortex-file-compressed	+0.3%	-1.3%	+1.6%	+11.5%	➖ noise
80	duckdb:duckdb	+0.5%	-1.3%	+1.8%	+13.7%	➖ noise
80	duckdb:vortex-compact	+5.8%	-1.3%	+7.2%	+12.1%	➖ noise
80	duckdb:vortex-file-compressed	+6.0%	-1.3%	+7.4%	+14.8%	➖ noise
81	datafusion:vortex-compact	+19.5%	+0.7%	+18.7%	+18.3%	🚨 regression
81	datafusion:vortex-file-compressed	+1.5%	+0.7%	+0.8%	+10.0%	➖ noise
81	duckdb:duckdb	+4.9%	+0.7%	+4.2%	+11.6%	➖ noise
81	duckdb:vortex-compact	+5.7%	+0.7%	+4.9%	+15.6%	➖ noise
81	duckdb:vortex-file-compressed	+19.1%	+0.7%	+18.2%	+15.0%	🚨 regression
82	datafusion:vortex-compact	+3.5%	+4.8%	-1.3%	+13.5%	➖ noise
82	datafusion:vortex-file-compressed	+7.4%	+4.8%	+2.5%	+11.2%	➖ noise
82	duckdb:duckdb	+7.9%	+4.8%	+3.0%	+13.1%	➖ noise
82	duckdb:vortex-compact	+3.4%	+4.8%	-1.3%	+17.1%	➖ noise
82	duckdb:vortex-file-compressed	+1.1%	+4.8%	-3.5%	+21.7%	➖ noise
83	datafusion:vortex-compact	+3.3%	+5.7%	-2.3%	+10.1%	➖ noise
83	datafusion:vortex-file-compressed	+3.0%	+5.7%	-2.6%	+10.0%	➖ noise
83	duckdb:duckdb	-2.4%	+5.7%	-7.6%	+11.2%	➖ noise
83	duckdb:vortex-compact	-2.0%	+5.7%	-7.3%	+20.4%	➖ noise
83	duckdb:vortex-file-compressed	+7.7%	+5.7%	+1.9%	+15.9%	➖ noise
84	datafusion:vortex-compact	+5.7%	+3.8%	+1.8%	+20.8%	➖ noise
84	datafusion:vortex-file-compressed	+6.0%	+3.8%	+2.1%	+11.7%	➖ noise
84	duckdb:duckdb	-6.8%	+3.8%	-10.2%	+10.0%	✅ faster
84	duckdb:vortex-compact	-1.0%	+3.8%	-4.7%	+10.0%	➖ noise
84	duckdb:vortex-file-compressed	+4.1%	+3.8%	+0.3%	+10.0%	➖ noise
85	datafusion:vortex-compact	-3.6%	-0.1%	-3.6%	+16.2%	➖ noise
85	datafusion:vortex-file-compressed	+2.8%	-0.1%	+2.9%	+10.0%	➖ noise
85	duckdb:duckdb	-0.7%	-0.1%	-0.6%	+14.3%	➖ noise
85	duckdb:vortex-compact	+2.8%	-0.1%	+2.9%	+10.4%	➖ noise
85	duckdb:vortex-file-compressed	-1.7%	-0.1%	-1.6%	+10.0%	➖ noise
86	datafusion:vortex-compact	+18.6%	+7.8%	+10.0%	+29.3%	➖ noise
86	datafusion:vortex-file-compressed	+1.0%	+7.8%	-6.3%	+17.6%	➖ noise
86	duckdb:duckdb	+3.6%	+7.8%	-3.9%	+13.0%	➖ noise
86	duckdb:vortex-compact	+9.0%	+7.8%	+1.0%	+16.1%	➖ noise
86	duckdb:vortex-file-compressed	+5.0%	+7.8%	-2.7%	+20.8%	➖ noise
87	datafusion:vortex-compact	+3.2%	+1.7%	+1.5%	+10.0%	➖ noise
87	datafusion:vortex-file-compressed	+0.8%	+1.7%	-0.9%	+10.0%	➖ noise
87	duckdb:duckdb	-0.4%	+1.7%	-2.0%	+10.0%	➖ noise
87	duckdb:vortex-compact	-1.5%	+1.7%	-3.1%	+12.7%	➖ noise
87	duckdb:vortex-file-compressed	+1.9%	+1.7%	+0.2%	+10.1%	➖ noise
88	datafusion:vortex-compact	-3.2%	+0.9%	-4.0%	+10.0%	➖ noise
88	datafusion:vortex-file-compressed	-1.7%	+0.9%	-2.5%	+10.0%	➖ noise
88	duckdb:duckdb	+0.7%	+0.9%	-0.2%	+10.0%	➖ noise
88	duckdb:vortex-compact	+2.4%	+0.9%	+1.5%	+10.0%	➖ noise
88	duckdb:vortex-file-compressed	+4.1%	+0.9%	+3.2%	+10.0%	➖ noise
89	datafusion:vortex-compact	+4.1%	+7.8%	-3.4%	+15.0%	➖ noise
89	datafusion:vortex-file-compressed	-0.2%	+7.8%	-7.4%	+10.0%	➖ noise
89	duckdb:duckdb	+1.6%	+7.8%	-5.7%	+10.8%	➖ noise
89	duckdb:vortex-compact	+1.7%	+7.8%	-5.6%	+10.0%	➖ noise
89	duckdb:vortex-file-compressed	+1.3%	+7.8%	-6.0%	+10.0%	➖ noise
90	datafusion:vortex-compact	+3.2%	+1.0%	+2.1%	+15.3%	➖ noise
90	datafusion:vortex-file-compressed	+12.6%	+1.0%	+11.5%	+10.0%	🚨 regression
90	duckdb:duckdb	+2.8%	+1.0%	+1.8%	+10.0%	➖ noise
90	duckdb:vortex-compact	-2.3%	+1.0%	-3.3%	+18.0%	➖ noise
90	duckdb:vortex-file-compressed	-5.2%	+1.0%	-6.2%	+18.3%	➖ noise
91	datafusion:vortex-compact	+2.9%	-1.0%	+3.9%	+14.2%	➖ noise
91	datafusion:vortex-file-compressed	+4.3%	-1.0%	+5.4%	+10.0%	➖ noise
91	duckdb:duckdb	+6.4%	-1.0%	+7.4%	+15.1%	➖ noise
91	duckdb:vortex-compact	-2.1%	-1.0%	-1.1%	+11.8%	➖ noise
91	duckdb:vortex-file-compressed	-6.3%	-1.0%	-5.4%	+10.0%	➖ noise
92	datafusion:vortex-compact	+2.0%	+8.9%	-6.3%	+14.2%	➖ noise
92	datafusion:vortex-file-compressed	+3.4%	+8.9%	-5.0%	+16.4%	➖ noise
92	duckdb:duckdb	+2.8%	+8.9%	-5.6%	+14.2%	➖ noise
92	duckdb:vortex-compact	+15.0%	+8.9%	+5.7%	+14.4%	➖ noise
92	duckdb:vortex-file-compressed	+11.3%	+8.9%	+2.2%	+13.5%	➖ noise
93	datafusion:vortex-compact	+4.8%	+2.3%	+2.4%	+10.0%	➖ noise
93	datafusion:vortex-file-compressed	-0.8%	+2.3%	-3.0%	+10.0%	➖ noise
93	duckdb:duckdb	-5.1%	+2.3%	-7.2%	+17.2%	➖ noise
93	duckdb:vortex-compact	+2.7%	+2.3%	+0.4%	+13.4%	➖ noise
93	duckdb:vortex-file-compressed	+0.1%	+2.3%	-2.1%	+10.0%	➖ noise
94	datafusion:vortex-compact	+2.2%	+2.0%	+0.2%	+12.0%	➖ noise
94	datafusion:vortex-file-compressed	+3.7%	+2.0%	+1.6%	+10.0%	➖ noise
94	duckdb:duckdb	+2.0%	+2.0%	-0.0%	+11.2%	➖ noise
94	duckdb:vortex-compact	-0.6%	+2.0%	-2.5%	+10.7%	➖ noise
94	duckdb:vortex-file-compressed	-0.6%	+2.0%	-2.6%	+10.0%	➖ noise
95	datafusion:vortex-compact	+6.5%	-1.2%	+7.8%	+13.1%	➖ noise
95	datafusion:vortex-file-compressed	+4.7%	-1.2%	+6.0%	+11.8%	➖ noise
95	duckdb:duckdb	+3.4%	-1.2%	+4.7%	+21.9%	➖ noise
95	duckdb:vortex-compact	+5.3%	-1.2%	+6.6%	+18.6%	➖ noise
95	duckdb:vortex-file-compressed	-8.0%	-1.2%	-6.9%	+16.8%	➖ noise
96	datafusion:vortex-compact	-0.9%	-0.2%	-0.7%	+19.0%	➖ noise
96	datafusion:vortex-file-compressed	-3.3%	-0.2%	-3.1%	+11.9%	➖ noise
96	duckdb:duckdb	+13.0%	-0.2%	+13.3%	+19.9%	➖ noise
96	duckdb:vortex-compact	-4.0%	-0.2%	-3.8%	+18.0%	➖ noise
96	duckdb:vortex-file-compressed	+1.2%	-0.2%	+1.5%	+16.7%	➖ noise
97	datafusion:vortex-compact	-4.8%	+1.0%	-5.8%	+10.0%	➖ noise
97	datafusion:vortex-file-compressed	+0.1%	+1.0%	-0.9%	+10.0%	➖ noise
97	duckdb:duckdb	-3.2%	+1.0%	-4.2%	+10.7%	➖ noise
97	duckdb:vortex-compact	-2.2%	+1.0%	-3.2%	+12.5%	➖ noise
97	duckdb:vortex-file-compressed	+2.4%	+1.0%	+1.3%	+13.1%	➖ noise
98	datafusion:vortex-compact	-0.2%	-2.2%	+2.0%	+10.0%	➖ noise
98	datafusion:vortex-file-compressed	+1.1%	-2.2%	+3.3%	+17.2%	➖ noise
98	duckdb:duckdb	+1.4%	-2.2%	+3.6%	+14.2%	➖ noise
98	duckdb:vortex-compact	+5.8%	-2.2%	+8.1%	+15.7%	➖ noise
98	duckdb:vortex-file-compressed	-1.2%	-2.2%	+1.0%	+12.7%	➖ noise
99	datafusion:vortex-compact	-7.0%	+2.6%	-9.4%	+19.0%	➖ noise
99	datafusion:vortex-file-compressed	+12.6%	+2.6%	+9.7%	+19.1%	➖ noise
99	duckdb:duckdb	+7.8%	+2.6%	+5.0%	+25.7%	➖ noise
99	duckdb:vortex-compact	+3.8%	+2.6%	+1.1%	+18.4%	➖ noise
99	duckdb:vortex-file-compressed	+14.2%	+2.6%	+11.2%	+21.7%	➖ noise

[github-actions]

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.5%
Vortex (geomean): 0.946x ➖
Parquet (geomean): 0.950x ➖
Shifts: Parquet (control) -5.0% · Median polish -5.3%

---

datafusion / vortex-file-compressed (0.949x ➖, 0↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	397067932	408277143	0.97
tpch_q02/datafusion:vortex-file-compressed	104750281	111620348	0.94
tpch_q03/datafusion:vortex-file-compressed	214811704	234143824	0.92
tpch_q04/datafusion:vortex-file-compressed	112628965	118260023	0.95
tpch_q05/datafusion:vortex-file-compressed	366929960	388431803	0.94
tpch_q06/datafusion:vortex-file-compressed	35578249	38125949	0.93
tpch_q07/datafusion:vortex-file-compressed	498392333	532052896	0.94
tpch_q08/datafusion:vortex-file-compressed	351580984	372372955	0.94
tpch_q09/datafusion:vortex-file-compressed	625723991	670317893	0.93
tpch_q10/datafusion:vortex-file-compressed	224484779	235256113	0.95
tpch_q11/datafusion:vortex-file-compressed	80633873	85086017	0.95
tpch_q12/datafusion:vortex-file-compressed	115233207	121799049	0.95
tpch_q13/datafusion:vortex-file-compressed	213080529	222221673	0.96
tpch_q14/datafusion:vortex-file-compressed	52374854	53836952	0.97
tpch_q15/datafusion:vortex-file-compressed	96612744	100668800	0.96
tpch_q16/datafusion:vortex-file-compressed	73633108	78676203	0.94
tpch_q17/datafusion:vortex-file-compressed	629536444	665428519	0.95
tpch_q18/datafusion:vortex-file-compressed	833016363	895155044	0.93
tpch_q19/datafusion:vortex-file-compressed	68243022	70533469	0.97
tpch_q20/datafusion:vortex-file-compressed	161356779	166799364	0.97
tpch_q21/datafusion:vortex-file-compressed	647930644	681753914	0.95
tpch_q22/datafusion:vortex-file-compressed	63244862	65552513	0.96

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

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	449202181	452844751	0.99
tpch_q02/datafusion:vortex-compact	108498913	115204898	0.94
tpch_q03/datafusion:vortex-compact	214091591	228237189	0.94
tpch_q04/datafusion:vortex-compact	119438825	122228564	0.98
tpch_q05/datafusion:vortex-compact	365942946	391414607	0.93
tpch_q06/datafusion:vortex-compact	58287192	5950383	0.98
tpch_q07/datafusion:vortex-compact	519553803	547588382	0.95
tpch_q08/datafusion:vortex-compact	355525012	379119762	0.94
tpch_q09/datafusion:vortex-compact	631862825	670993859	0.94
tpch_q10/datafusion:vortex-compact	242039359	253437607	0.96
tpch_q11/datafusion:vortex-compact	83284447	88588988	0.94
tpch_q12/datafusion:vortex-compact	158150170	168309646	0.94
tpch_q13/datafusion:vortex-compact	265687463	283908562	0.94
tpch_q14/datafusion:vortex-compact	69748961	72159870	0.97
tpch_q15/datafusion:vortex-compact	151831002	161100268	0.94
tpch_q16/datafusion:vortex-compact	77739844	84114275	0.92
tpch_q17/datafusion:vortex-compact	629002740	685565828	0.92
tpch_q18/datafusion:vortex-compact	828287326	892714342	0.93
tpch_q19/datafusion:vortex-compact	120855023	126114162	0.96
tpch_q20/datafusion:vortex-compact	184599333	194347509	0.95
tpch_q21/datafusion:vortex-compact	663589950	695191475	0.95
tpch_q22/datafusion:vortex-compact	69701465	73885067	0.94

datafusion / parquet (0.948x ➖, 0↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	454136268	474199132	0.96
tpch_q02/datafusion:parquet	169634041	178269181	0.95
tpch_q03/datafusion:parquet	279663020	295611885	0.95
tpch_q04/datafusion:parquet	126156040	132834429	0.95
tpch_q05/datafusion:parquet	428235755	464962211	0.92
tpch_q06/datafusion:parquet	125065899	132409821	0.94
tpch_q07/datafusion:parquet	600451845	641606327	0.94
tpch_q08/datafusion:parquet	457254840	478374578	0.96
tpch_q09/datafusion:parquet	728482499	779672326	0.93
tpch_q10/datafusion:parquet	485737134	512412841	0.95
tpch_q11/datafusion:parquet	114709411	120785115	0.95
tpch_q12/datafusion:parquet	196178644	199876432	0.98
tpch_q13/datafusion:parquet	329919730	342150759	0.96
tpch_q14/datafusion:parquet	151234037	165637281	0.91
tpch_q15/datafusion:parquet	250370249	258186846	0.97
tpch_q16/datafusion:parquet	120595525	124560142	0.97
tpch_q17/datafusion:parquet	678728244	719107980	0.94
tpch_q18/datafusion:parquet	864884531	936175079	0.92
tpch_q19/datafusion:parquet	261002423	269621871	0.97
tpch_q20/datafusion:parquet	288264020	305450959	0.94
tpch_q21/datafusion:parquet	680743612	734053386	0.93
tpch_q22/datafusion:parquet	207566441	218209794	0.95

datafusion / arrow (0.917x ➖, 8↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	594874480	642117169	0.93
tpch_q02/datafusion:arrow	165678662	172221409	0.96
tpch_q03/datafusion:arrow 🚀	461067646	522497883	0.88
tpch_q04/datafusion:arrow 🚀	334495812	384351204	0.87
tpch_q05/datafusion:arrow	924150746	1007162597	0.92
tpch_q06/datafusion:arrow 🚀	277601695	317711871	0.87
tpch_q07/datafusion:arrow	1143191159	1267829290	0.90
tpch_q08/datafusion:arrow	1130217306	1240444375	0.91
tpch_q09/datafusion:arrow	1334495359	1452482607	0.92
tpch_q10/datafusion:arrow 🚀	589201977	656386975	0.90
tpch_q11/datafusion:arrow	136993202	144481926	0.95
tpch_q12/datafusion:arrow	791375092	832766703	0.95
tpch_q13/datafusion:arrow	494752157	515231700	0.96
tpch_q14/datafusion:arrow 🚀	312783239	353616277	0.88
tpch_q15/datafusion:arrow 🚀	689683137	771843523	0.89
tpch_q16/datafusion:arrow	105112148	109351458	0.96
tpch_q17/datafusion:arrow	1328315014	1442083304	0.92
tpch_q18/datafusion:arrow 🚀	1855491874	2065017810	0.90
tpch_q19/datafusion:arrow 🚀	480998720	538503886	0.89
tpch_q20/datafusion:arrow	482044374	532349340	0.91
tpch_q21/datafusion:arrow	2981069620	3158864400	0.94
tpch_q22/datafusion:arrow	131919743	137637873	0.96

duckdb / vortex-file-compressed (0.932x ➖, 4↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	171358045	177873349	0.96
tpch_q02/duckdb:vortex-file-compressed	51725690	54274810	0.95
tpch_q03/duckdb:vortex-file-compressed	126299849	139736788	0.90
tpch_q04/duckdb:vortex-file-compressed 🚀	157274020	175752158	0.89
tpch_q05/duckdb:vortex-file-compressed 🚀	139626907	155599294	0.90
tpch_q06/duckdb:vortex-file-compressed	33807721	33847271	1.00
tpch_q07/duckdb:vortex-file-compressed 🚀	133303416	149638176	0.89
tpch_q08/duckdb:vortex-file-compressed	167096188	183575515	0.91
tpch_q09/duckdb:vortex-file-compressed	381327465	408937252	0.93
tpch_q10/duckdb:vortex-file-compressed	181882612	194684035	0.93
tpch_q11/duckdb:vortex-file-compressed	31259762	33419257	0.94
tpch_q12/duckdb:vortex-file-compressed	98393508	107308700	0.92
tpch_q13/duckdb:vortex-file-compressed	224715265	241795905	0.93
tpch_q14/duckdb:vortex-file-compressed	52345163	57728288	0.91
tpch_q15/duckdb:vortex-file-compressed	90391130	92428602	0.98
tpch_q16/duckdb:vortex-file-compressed	72807919	79253118	0.92
tpch_q17/duckdb:vortex-file-compressed	92897749	99525889	0.93
tpch_q18/duckdb:vortex-file-compressed	279038540	292416954	0.95
tpch_q19/duckdb:vortex-file-compressed	82720910	84604875	0.98
tpch_q20/duckdb:vortex-file-compressed 🚀	139311630	156019660	0.89
tpch_q21/duckdb:vortex-file-compressed	490866312	529020198	0.93
tpch_q22/duckdb:vortex-file-compressed	63094859	64702638	0.98

duckdb / vortex-compact (0.956x ➖, 0↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	227503805	231232427	0.98
tpch_q02/duckdb:vortex-compact	55235924	58146932	0.95
tpch_q03/duckdb:vortex-compact	139056641	148883152	0.93
tpch_q04/duckdb:vortex-compact	170417589	181064815	0.94
tpch_q05/duckdb:vortex-compact	169608586	177360191	0.96
tpch_q06/duckdb:vortex-compact	54782997	56565627	0.97
tpch_q07/duckdb:vortex-compact	172213549	180396807	0.95
tpch_q08/duckdb:vortex-compact	182768794	194953182	0.94
tpch_q09/duckdb:vortex-compact	412068077	426622877	0.97
tpch_q10/duckdb:vortex-compact	214474324	219219938	0.98
tpch_q11/duckdb:vortex-compact	38276829	38838229	0.99
tpch_q12/duckdb:vortex-compact	161997776	168784442	0.96
tpch_q13/duckdb:vortex-compact	271772315	284237235	0.96
tpch_q14/duckdb:vortex-compact	71398309	76813514	0.93
tpch_q15/duckdb:vortex-compact	112196277	118711699	0.95
tpch_q16/duckdb:vortex-compact	77706968	82410534	0.94
tpch_q17/duckdb:vortex-compact	104612448	113798445	0.92
tpch_q18/duckdb:vortex-compact	286431609	293572141	0.98
tpch_q19/duckdb:vortex-compact	99380687	101113782	0.98
tpch_q20/duckdb:vortex-compact	176589473	186053758	0.95
tpch_q21/duckdb:vortex-compact	514761606	540968814	0.95
tpch_q22/duckdb:vortex-compact	70107882	72576356	0.97

duckdb / parquet (0.953x ➖, 2↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	256828069	258443432	0.99
tpch_q02/duckdb:parquet	96917540	102786733	0.94
tpch_q03/duckdb:parquet	206596258	210044865	0.98
tpch_q04/duckdb:parquet	132091315	141064983	0.94
tpch_q05/duckdb:parquet	212724154	226597502	0.94
tpch_q06/duckdb:parquet	68097195	67494911	1.01
tpch_q07/duckdb:parquet	180870520	185391430	0.98
tpch_q08/duckdb:parquet	253364583	274183314	0.92
tpch_q09/duckdb:parquet	485939376	513855384	0.95
tpch_q10/duckdb:parquet	606371052	631970006	0.96
tpch_q11/duckdb:parquet 🚀	54299797	62018271	0.88
tpch_q12/duckdb:parquet	125075336	126753727	0.99
tpch_q13/duckdb:parquet	442385214	457631004	0.97
tpch_q14/duckdb:parquet	173249023	180711206	0.96
tpch_q15/duckdb:parquet	98211965	100908073	0.97
tpch_q16/duckdb:parquet 🚀	135515848	169626915	0.80
tpch_q17/duckdb:parquet	179505528	174667029	1.03
tpch_q18/duckdb:parquet	358054646	367860057	0.97
tpch_q19/duckdb:parquet	287017389	294130378	0.98
tpch_q20/duckdb:parquet	226669345	236764732	0.96
tpch_q21/duckdb:parquet	555344296	610722455	0.91
tpch_q22/duckdb:parquet	287297074	296267341	0.97

duckdb / duckdb (0.974x ➖, 0↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	117222677	118878991	0.99
tpch_q02/duckdb:duckdb	45987395	46990467	0.98
tpch_q03/duckdb:duckdb	98404306	100477972	0.98
tpch_q04/duckdb:duckdb	132165660	140307331	0.94
tpch_q05/duckdb:duckdb	109450354	113439084	0.96
tpch_q06/duckdb:duckdb	38103959	38041899	1.00
tpch_q07/duckdb:duckdb	86663466	89099654	0.97
tpch_q08/duckdb:duckdb	111784257	114485947	0.98
tpch_q09/duckdb:duckdb	279147242	285443965	0.98
tpch_q10/duckdb:duckdb	203832096	212571294	0.96
tpch_q11/duckdb:duckdb	15618809	16201162	0.96
tpch_q12/duckdb:duckdb	85388619	87118198	0.98
tpch_q13/duckdb:duckdb	221028448	231079836	0.96
tpch_q14/duckdb:duckdb	71116956	72518441	0.98
tpch_q15/duckdb:duckdb	77903166	79412094	0.98
tpch_q16/duckdb:duckdb	72610501	75885151	0.96
tpch_q17/duckdb:duckdb	85284408	86605168	0.98
tpch_q18/duckdb:duckdb	212990966	219046662	0.97
tpch_q19/duckdb:duckdb	115522527	118617424	0.97
tpch_q20/duckdb:duckdb	112586885	113952290	0.99
tpch_q21/duckdb:duckdb	298679793	310792717	0.96
tpch_q22/duckdb:duckdb	68006760	68362539	0.99

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-7.4%	-2.4%	-5.0%	+10.0%	➖ noise
1	datafusion:vortex-compact	-0.8%	-2.4%	+1.7%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	-2.7%	-2.4%	-0.3%	+10.0%	➖ noise
1	duckdb:duckdb	-1.4%	-2.4%	+1.1%	+10.0%	➖ noise
1	duckdb:vortex-compact	-1.6%	-2.4%	+0.9%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	-3.7%	-2.4%	-1.2%	+10.0%	➖ noise
2	datafusion:arrow	-3.8%	-5.3%	+1.6%	+10.0%	➖ noise
2	datafusion:vortex-compact	-5.8%	-5.3%	-0.6%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-6.2%	-5.3%	-0.9%	+10.0%	➖ noise
2	duckdb:duckdb	-2.1%	-5.3%	+3.3%	+10.0%	➖ noise
2	duckdb:vortex-compact	-5.0%	-5.3%	+0.3%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-4.7%	-5.3%	+0.6%	+10.0%	➖ noise
3	datafusion:arrow	-11.8%	-3.5%	-8.5%	+10.0%	➖ noise
3	datafusion:vortex-compact	-6.2%	-3.5%	-2.8%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-8.3%	-3.5%	-4.9%	+10.0%	➖ noise
3	duckdb:duckdb	-2.1%	-3.5%	+1.5%	+10.0%	➖ noise
3	duckdb:vortex-compact	-6.6%	-3.5%	-3.2%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-9.6%	-3.5%	-6.3%	+10.0%	➖ noise
4	datafusion:arrow	-13.0%	-5.7%	-7.7%	+10.0%	➖ noise
4	datafusion:vortex-compact	-2.3%	-5.7%	+3.6%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-4.8%	-5.7%	+1.0%	+10.0%	➖ noise
4	duckdb:duckdb	-5.8%	-5.7%	-0.1%	+10.0%	➖ noise
4	duckdb:vortex-compact	-5.9%	-5.7%	-0.2%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-10.5%	-5.7%	-5.1%	+10.0%	➖ noise
5	datafusion:arrow	-8.2%	-7.0%	-1.3%	+10.0%	➖ noise
5	datafusion:vortex-compact	-6.5%	-7.0%	+0.5%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-5.5%	-7.0%	+1.6%	+10.0%	➖ noise
5	duckdb:duckdb	-3.5%	-7.0%	+3.8%	+10.0%	➖ noise
5	duckdb:vortex-compact	-4.4%	-7.0%	+2.8%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-10.3%	-7.0%	-3.5%	+10.0%	➖ noise
6	datafusion:arrow	-12.6%	-2.4%	-10.5%	+10.0%	✅ faster
6	datafusion:vortex-compact	-2.0%	-2.4%	+0.3%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-6.7%	-2.4%	-4.4%	+10.0%	➖ noise
6	duckdb:duckdb	+0.2%	-2.4%	+2.6%	+10.7%	➖ noise
6	duckdb:vortex-compact	-3.2%	-2.4%	-0.8%	+16.3%	➖ noise
6	duckdb:vortex-file-compressed	-0.1%	-2.4%	+2.3%	+13.2%	➖ noise
7	datafusion:arrow	-9.8%	-4.4%	-5.6%	+10.0%	➖ noise
7	datafusion:vortex-compact	-5.1%	-4.4%	-0.7%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-6.3%	-4.4%	-2.0%	+10.0%	➖ noise
7	duckdb:duckdb	-2.7%	-4.4%	+1.8%	+10.0%	➖ noise
7	duckdb:vortex-compact	-4.5%	-4.4%	-0.1%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-10.9%	-4.4%	-6.8%	+10.0%	➖ noise
8	datafusion:arrow	-8.9%	-6.0%	-3.1%	+10.0%	➖ noise
8	datafusion:vortex-compact	-6.2%	-6.0%	-0.2%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-5.6%	-6.0%	+0.5%	+10.0%	➖ noise
8	duckdb:duckdb	-2.4%	-6.0%	+3.9%	+10.0%	➖ noise
8	duckdb:vortex-compact	-6.2%	-6.0%	-0.2%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-9.0%	-6.0%	-3.1%	+10.0%	➖ noise
9	datafusion:arrow	-8.1%	-6.0%	-2.3%	+10.0%	➖ noise
9	datafusion:vortex-compact	-5.8%	-6.0%	+0.2%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-6.7%	-6.0%	-0.7%	+10.0%	➖ noise
9	duckdb:duckdb	-2.2%	-6.0%	+4.0%	+10.0%	➖ noise
9	duckdb:vortex-compact	-3.4%	-6.0%	+2.8%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-6.8%	-6.0%	-0.8%	+10.0%	➖ noise
10	datafusion:arrow	-10.2%	-4.6%	-5.9%	+10.0%	➖ noise
10	datafusion:vortex-compact	-4.5%	-4.6%	+0.1%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-4.6%	-4.6%	+0.1%	+10.0%	➖ noise
10	duckdb:duckdb	-4.1%	-4.6%	+0.5%	+10.0%	➖ noise
10	duckdb:vortex-compact	-2.2%	-4.6%	+2.6%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-6.6%	-4.6%	-2.0%	+10.0%	➖ noise
11	datafusion:arrow	-5.2%	-8.8%	+4.0%	+10.6%	➖ noise
11	datafusion:vortex-compact	-6.0%	-8.8%	+3.1%	+11.8%	➖ noise
11	datafusion:vortex-file-compressed	-5.2%	-8.8%	+3.9%	+10.0%	➖ noise
11	duckdb:duckdb	-3.6%	-8.8%	+5.7%	+14.1%	➖ noise
11	duckdb:vortex-compact	-1.4%	-8.8%	+8.1%	+10.5%	➖ noise
11	duckdb:vortex-file-compressed	-6.5%	-8.8%	+2.6%	+15.1%	➖ noise
12	datafusion:arrow	-5.0%	-1.6%	-3.4%	+34.9%	➖ noise
12	datafusion:vortex-compact	-6.0%	-1.6%	-4.5%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-5.4%	-1.6%	-3.9%	+10.0%	➖ noise
12	duckdb:duckdb	-2.0%	-1.6%	-0.4%	+10.0%	➖ noise
12	duckdb:vortex-compact	-4.0%	-1.6%	-2.5%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-8.3%	-1.6%	-6.8%	+10.0%	➖ noise
13	datafusion:arrow	-4.0%	-3.5%	-0.5%	+10.0%	➖ noise
13	datafusion:vortex-compact	-6.4%	-3.5%	-3.1%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-4.1%	-3.5%	-0.7%	+10.0%	➖ noise
13	duckdb:duckdb	-4.3%	-3.5%	-0.9%	+10.0%	➖ noise
13	duckdb:vortex-compact	-4.4%	-3.5%	-1.0%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-7.1%	-3.5%	-3.7%	+10.0%	➖ noise
14	datafusion:arrow	-11.5%	-6.4%	-5.5%	+10.0%	➖ noise
14	datafusion:vortex-compact	-3.3%	-6.4%	+3.3%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-2.7%	-6.4%	+4.0%	+10.0%	➖ noise
14	duckdb:duckdb	-1.9%	-6.4%	+4.8%	+10.0%	➖ noise
14	duckdb:vortex-compact	-7.0%	-6.4%	-0.7%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-9.3%	-6.4%	-3.1%	+10.0%	➖ noise
15	datafusion:arrow	-10.6%	-2.8%	-8.0%	+10.0%	➖ noise
15	datafusion:vortex-compact	-5.8%	-2.8%	-3.0%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-4.0%	-2.8%	-1.2%	+10.0%	➖ noise
15	duckdb:duckdb	-1.9%	-2.8%	+1.0%	+10.0%	➖ noise
15	duckdb:vortex-compact	-5.5%	-2.8%	-2.7%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-2.2%	-2.8%	+0.7%	+10.0%	➖ noise
16	datafusion:arrow	-3.9%	-12.1%	+9.3%	+10.0%	➖ noise
16	datafusion:vortex-compact	-7.6%	-12.1%	+5.1%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	-6.4%	-12.1%	+6.4%	+10.0%	➖ noise
16	duckdb:duckdb	-4.3%	-12.1%	+8.8%	+10.0%	➖ noise
16	duckdb:vortex-compact	-5.7%	-12.1%	+7.2%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-8.1%	-12.1%	+4.5%	+10.0%	➖ noise
17	datafusion:arrow	-7.9%	-1.5%	-6.5%	+10.0%	➖ noise
17	datafusion:vortex-compact	-8.3%	-1.5%	-6.8%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-5.4%	-1.5%	-3.9%	+10.0%	➖ noise
17	duckdb:duckdb	-1.5%	-1.5%	-0.0%	+10.0%	➖ noise
17	duckdb:vortex-compact	-8.1%	-1.5%	-6.7%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	-6.7%	-1.5%	-5.2%	+10.0%	➖ noise
18	datafusion:arrow	-10.1%	-5.2%	-5.2%	+10.0%	➖ noise
18	datafusion:vortex-compact	-7.2%	-5.2%	-2.2%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-6.9%	-5.2%	-1.9%	+10.0%	➖ noise
18	duckdb:duckdb	-2.8%	-5.2%	+2.5%	+10.0%	➖ noise
18	duckdb:vortex-compact	-2.4%	-5.2%	+2.9%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-4.6%	-5.2%	+0.6%	+10.0%	➖ noise
19	datafusion:arrow	-10.7%	-2.8%	-8.1%	+10.0%	➖ noise
19	datafusion:vortex-compact	-4.2%	-2.8%	-1.4%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-3.2%	-2.8%	-0.5%	+10.0%	➖ noise
19	duckdb:duckdb	-2.6%	-2.8%	+0.2%	+10.0%	➖ noise
19	duckdb:vortex-compact	-1.7%	-2.8%	+1.1%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	-2.2%	-2.8%	+0.6%	+10.0%	➖ noise
20	datafusion:arrow	-9.4%	-4.9%	-4.7%	+10.0%	➖ noise
20	datafusion:vortex-compact	-5.0%	-4.9%	-0.1%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	-3.3%	-4.9%	+1.8%	+10.0%	➖ noise
20	duckdb:duckdb	-1.2%	-4.9%	+3.9%	+10.0%	➖ noise
20	duckdb:vortex-compact	-5.1%	-4.9%	-0.1%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	-10.7%	-4.9%	-6.1%	+10.0%	➖ noise
21	datafusion:arrow	-5.6%	-8.2%	+2.8%	+10.0%	➖ noise
21	datafusion:vortex-compact	-4.5%	-8.2%	+3.9%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	-5.0%	-8.2%	+3.5%	+10.0%	➖ noise
21	duckdb:duckdb	-3.9%	-8.2%	+4.7%	+10.0%	➖ noise
21	duckdb:vortex-compact	-4.8%	-8.2%	+3.6%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	-7.2%	-8.2%	+1.0%	+10.0%	➖ noise
22	datafusion:arrow	-4.2%	-4.0%	-0.2%	+10.0%	➖ noise
22	datafusion:vortex-compact	-5.7%	-4.0%	-1.8%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	-3.5%	-4.0%	+0.5%	+10.0%	➖ noise
22	duckdb:duckdb	-0.5%	-4.0%	+3.6%	+10.0%	➖ noise
22	duckdb:vortex-compact	-3.4%	-4.0%	+0.6%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-2.5%	-4.0%	+1.5%	+10.0%	➖ noise

[github-actions]

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.9%
Vortex (geomean): 0.979x ➖
Parquet (geomean): 0.988x ➖
Shifts: Parquet (control) -1.2% · Median polish -1.1%

---

duckdb / vortex-file-compressed (0.968x ➖, 0↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	11618833	12420518	0.94
statpopgen_q01/duckdb:vortex-file-compressed	26095905	26647983	0.98
statpopgen_q02/duckdb:vortex-file-compressed	534814420	548369053	0.98
statpopgen_q03/duckdb:vortex-file-compressed	2254545159	2317243282	0.97
statpopgen_q04/duckdb:vortex-file-compressed	2276651738	2316203258	0.98
statpopgen_q05/duckdb:vortex-file-compressed	482910423	510895067	0.95
statpopgen_q06/duckdb:vortex-file-compressed	1544367436	1575485424	0.98
statpopgen_q07/duckdb:vortex-file-compressed	208080510	223754377	0.93
statpopgen_q08/duckdb:vortex-file-compressed	250218421	249889306	1.00
statpopgen_q09/duckdb:vortex-file-compressed	2068769371	2119802345	0.98
statpopgen_q10/duckdb:vortex-file-compressed	4187561843	4296668825	0.97

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

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	11703544	11846732	0.99
statpopgen_q01/duckdb:vortex-compact	212969666	217475754	0.98
statpopgen_q02/duckdb:vortex-compact	563278986	566190731	0.99
statpopgen_q03/duckdb:vortex-compact	2229829194	2282045662	0.98
statpopgen_q04/duckdb:vortex-compact	2294844686	2277204722	1.01
statpopgen_q05/duckdb:vortex-compact	561894060	564210292	1.00
statpopgen_q06/duckdb:vortex-compact	1499189434	1504933807	1.00
statpopgen_q07/duckdb:vortex-compact	885927784	906521409	0.98
statpopgen_q08/duckdb:vortex-compact	918221147	940094584	0.98
statpopgen_q09/duckdb:vortex-compact	2032957986	2021006911	1.01
statpopgen_q10/duckdb:vortex-compact	4229733913	4248378849	1.00

duckdb / parquet (0.988x ➖, 0↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	327487020	336901874	0.97
statpopgen_q01/duckdb:parquet	404538662	419367054	0.96
statpopgen_q02/duckdb:parquet	993298327	1013479223	0.98
statpopgen_q03/duckdb:parquet	1510173721	1493688881	1.01
statpopgen_q04/duckdb:parquet	1511401660	1558178789	0.97
statpopgen_q05/duckdb:parquet	1019264373	1036194679	0.98
statpopgen_q06/duckdb:parquet	1506865775	1515721276	0.99
statpopgen_q07/duckdb:parquet	1316664445	1305220262	1.01
statpopgen_q08/duckdb:parquet	1309503721	1310820850	1.00
statpopgen_q09/duckdb:parquet	1391541225	1405046133	0.99
statpopgen_q10/duckdb:parquet	2681436132	2682175942	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	-1.2%	-2.8%	+1.6%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	-6.5%	-2.8%	-3.8%	+10.0%	➖ noise
1	duckdb:vortex-compact	-2.1%	-3.5%	+1.5%	+13.5%	➖ noise
1	duckdb:vortex-file-compressed	-2.1%	-3.5%	+1.5%	+222.9%	➖ noise
2	duckdb:vortex-compact	-0.5%	-2.0%	+1.5%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-2.5%	-2.0%	-0.5%	+10.0%	➖ noise
3	duckdb:vortex-compact	-2.3%	+1.1%	-3.4%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-2.7%	+1.1%	-3.8%	+10.0%	➖ noise
4	duckdb:vortex-compact	+0.8%	-3.0%	+3.9%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-1.7%	-3.0%	+1.3%	+10.0%	➖ noise
5	duckdb:vortex-compact	-0.4%	-1.6%	+1.2%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-5.5%	-1.6%	-3.9%	+10.0%	➖ noise
6	duckdb:vortex-compact	-0.4%	-0.6%	+0.2%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-2.0%	-0.6%	-1.4%	+10.0%	➖ noise
7	duckdb:vortex-compact	-2.3%	+0.9%	-3.1%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-7.0%	+0.9%	-7.8%	+10.0%	➖ noise
8	duckdb:vortex-compact	-2.3%	-0.1%	-2.2%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+0.1%	-0.1%	+0.2%	+10.0%	➖ noise
9	duckdb:vortex-compact	+0.6%	-1.0%	+1.6%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-2.4%	-1.0%	-1.5%	+10.0%	➖ noise
10	duckdb:vortex-compact	-0.4%	-0.0%	-0.4%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-2.5%	-0.0%	-2.5%	+10.0%	➖ noise

[github-actions]

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.9%
Vortex (geomean): 0.994x ➖
Parquet (geomean): 1.007x ➖
Shifts: Parquet (control) +0.7% · Median polish +0.2%

---

datafusion / vortex-file-compressed (1.006x ➖, 1↑ 1↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed	1661763	1670229	0.99
clickbench_q01/datafusion:vortex-file-compressed	18478572	18148604	1.02
clickbench_q02/datafusion:vortex-file-compressed	36832933	36515297	1.01
clickbench_q03/datafusion:vortex-file-compressed	44211082	43874026	1.01
clickbench_q04/datafusion:vortex-file-compressed	286886966	288020253	1.00
clickbench_q05/datafusion:vortex-file-compressed	305252417	303634000	1.01
clickbench_q06/datafusion:vortex-file-compressed 🚨	1901605	1623924	1.17
clickbench_q07/datafusion:vortex-file-compressed	22738581	22084817	1.03
clickbench_q08/datafusion:vortex-file-compressed	350676414	346505496	1.01
clickbench_q09/datafusion:vortex-file-compressed	563101171	550578447	1.02
clickbench_q10/datafusion:vortex-file-compressed	74100641	72456749	1.02
clickbench_q11/datafusion:vortex-file-compressed	85357722	85980992	0.99
clickbench_q12/datafusion:vortex-file-compressed	266386839	269460789	0.99
clickbench_q13/datafusion:vortex-file-compressed	404127238	412772778	0.98
clickbench_q14/datafusion:vortex-file-compressed	253725309	259683082	0.98
clickbench_q15/datafusion:vortex-file-compressed	328514098	322862101	1.02
clickbench_q16/datafusion:vortex-file-compressed	640300878	632393936	1.01
clickbench_q17/datafusion:vortex-file-compressed	639804535	633871851	1.01
clickbench_q18/datafusion:vortex-file-compressed	1288659623	1281072588	1.01
clickbench_q19/datafusion:vortex-file-compressed	33919237	33309004	1.02
clickbench_q20/datafusion:vortex-file-compressed	345868003	344967113	1.00
clickbench_q21/datafusion:vortex-file-compressed	374449739	372396690	1.01
clickbench_q22/datafusion:vortex-file-compressed	443181460	448022127	0.99
clickbench_q23/datafusion:vortex-file-compressed	639310186	637126276	1.00
clickbench_q24/datafusion:vortex-file-compressed	45556459	46045171	0.99
clickbench_q25/datafusion:vortex-file-compressed	70243592	70869607	0.99
clickbench_q26/datafusion:vortex-file-compressed	45139931	46226925	0.98
clickbench_q27/datafusion:vortex-file-compressed	719362543	720383327	1.00
clickbench_q28/datafusion:vortex-file-compressed	6687730483	6527475161	1.02
clickbench_q29/datafusion:vortex-file-compressed	227508958	229251565	0.99
clickbench_q30/datafusion:vortex-file-compressed	217863258	219187371	0.99
clickbench_q31/datafusion:vortex-file-compressed	252691107	253203509	1.00
clickbench_q32/datafusion:vortex-file-compressed 🚀	1109151487	1264455179	0.88
clickbench_q33/datafusion:vortex-file-compressed	1296481735	1294491573	1.00
clickbench_q34/datafusion:vortex-file-compressed	1281294951	1277125913	1.00
clickbench_q35/datafusion:vortex-file-compressed	449679356	451777239	1.00
clickbench_q36/datafusion:vortex-file-compressed	70136548	67001915	1.05
clickbench_q37/datafusion:vortex-file-compressed	34174135	34149990	1.00
clickbench_q38/datafusion:vortex-file-compressed	18836119	18111222	1.04
clickbench_q39/datafusion:vortex-file-compressed	130420564	131629866	0.99
clickbench_q40/datafusion:vortex-file-compressed	16086218	15628281	1.03
clickbench_q41/datafusion:vortex-file-compressed	14624332	14310880	1.02
clickbench_q42/datafusion:vortex-file-compressed	16909171	16291927	1.04

datafusion / parquet (1.013x ➖, 0↑ 2↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet 🚨	1727555	1552051	1.11
clickbench_q01/datafusion:parquet	18715609	20457969	0.91
clickbench_q02/datafusion:parquet	46587042	46340795	1.01
clickbench_q03/datafusion:parquet	38232116	39334048	0.97
clickbench_q04/datafusion:parquet	297423059	298686814	1.00
clickbench_q05/datafusion:parquet	341510694	335698339	1.02
clickbench_q06/datafusion:parquet	1543284	1584546	0.97
clickbench_q07/datafusion:parquet	22534790	21985587	1.02
clickbench_q08/datafusion:parquet	367559899	363049813	1.01
clickbench_q09/datafusion:parquet	595526420	593553975	1.00
clickbench_q10/datafusion:parquet	103750298	103783593	1.00
clickbench_q11/datafusion:parquet	124974595	125441057	1.00
clickbench_q12/datafusion:parquet	338440486	341517460	0.99
clickbench_q13/datafusion:parquet	489269693	483518921	1.01
clickbench_q14/datafusion:parquet	342415838	333343611	1.03
clickbench_q15/datafusion:parquet	335476739	334141675	1.00
clickbench_q16/datafusion:parquet	678096267	651921160	1.04
clickbench_q17/datafusion:parquet	651180527	643545828	1.01
clickbench_q18/datafusion:parquet	1354404585	1308008924	1.04
clickbench_q19/datafusion:parquet 🚨	35178389	30092237	1.17
clickbench_q20/datafusion:parquet	599395542	605245977	0.99
clickbench_q21/datafusion:parquet	667181797	644310769	1.04
clickbench_q22/datafusion:parquet	978756125	964226329	1.02
clickbench_q23/datafusion:parquet	3636837206	3664748932	0.99
clickbench_q24/datafusion:parquet	83860779	82502781	1.02
clickbench_q25/datafusion:parquet	133240827	128570090	1.04
clickbench_q26/datafusion:parquet	83515129	81964828	1.02
clickbench_q27/datafusion:parquet	1044972136	1053520268	0.99
clickbench_q28/datafusion:parquet	6574844802	6429336087	1.02
clickbench_q29/datafusion:parquet	242244746	240960247	1.01
clickbench_q30/datafusion:parquet	321374399	322940875	1.00
clickbench_q31/datafusion:parquet	368544127	358719726	1.03
clickbench_q32/datafusion:parquet	1214106540	1203084807	1.01
clickbench_q33/datafusion:parquet	1495865752	1483375333	1.01
clickbench_q34/datafusion:parquet	1473425070	1436410557	1.03
clickbench_q35/datafusion:parquet	458470796	447715308	1.02
clickbench_q36/datafusion:parquet	136946181	132807274	1.03
clickbench_q37/datafusion:parquet	55224730	56841592	0.97
clickbench_q38/datafusion:parquet	83516154	85476182	0.98
clickbench_q39/datafusion:parquet	258516208	248844225	1.04
clickbench_q40/datafusion:parquet	30536287	29465935	1.04
clickbench_q41/datafusion:parquet	26803218	27112397	0.99
clickbench_q42/datafusion:parquet	29133445	29097653	1.00

duckdb / vortex-file-compressed (0.983x ➖, 4↑ 1↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed	6304816	6734014	0.94
clickbench_q01/duckdb:vortex-file-compressed	11938873	12046108	0.99
clickbench_q02/duckdb:vortex-file-compressed	25708899	27144793	0.95
clickbench_q03/duckdb:vortex-file-compressed	30123745	31807520	0.95
clickbench_q04/duckdb:vortex-file-compressed	186697959	185331134	1.01
clickbench_q05/duckdb:vortex-file-compressed	175122396	173838469	1.01
clickbench_q06/duckdb:vortex-file-compressed	19667198	19469827	1.01
clickbench_q07/duckdb:vortex-file-compressed	13971812	14849715	0.94
clickbench_q08/duckdb:vortex-file-compressed	263582728	256305241	1.03
clickbench_q09/duckdb:vortex-file-compressed	339020453	334550910	1.01
clickbench_q10/duckdb:vortex-file-compressed	66535687	68241344	0.98
clickbench_q11/duckdb:vortex-file-compressed	75551063	76353443	0.99
clickbench_q12/duckdb:vortex-file-compressed	193010233	202902300	0.95
clickbench_q13/duckdb:vortex-file-compressed	402747498	409806084	0.98
clickbench_q14/duckdb:vortex-file-compressed	234518639	229218761	1.02
clickbench_q15/duckdb:vortex-file-compressed	238863048	243088827	0.98
clickbench_q16/duckdb:vortex-file-compressed	579712223	574820700	1.01
clickbench_q17/duckdb:vortex-file-compressed	464225385	443270801	1.05
clickbench_q18/duckdb:vortex-file-compressed	967125758	956656513	1.01
clickbench_q19/duckdb:vortex-file-compressed	21038559	20639189	1.02
clickbench_q20/duckdb:vortex-file-compressed	328296649	329209124	1.00
clickbench_q21/duckdb:vortex-file-compressed	354632428	364555782	0.97
clickbench_q22/duckdb:vortex-file-compressed	605960931	610400240	0.99
clickbench_q23/duckdb:vortex-file-compressed	177790911	196447210	0.91
clickbench_q24/duckdb:vortex-file-compressed	35692757	32567045	1.10
clickbench_q25/duckdb:vortex-file-compressed	68777270	67020025	1.03
clickbench_q26/duckdb:vortex-file-compressed 🚨	41720245	36791033	1.13
clickbench_q27/duckdb:vortex-file-compressed	475542692	471778583	1.01
clickbench_q28/duckdb:vortex-file-compressed	2955492340	2965703509	1.00
clickbench_q29/duckdb:vortex-file-compressed	28292766	28437011	0.99
clickbench_q30/duckdb:vortex-file-compressed	190732516	190600767	1.00
clickbench_q31/duckdb:vortex-file-compressed	282914813	283797576	1.00
clickbench_q32/duckdb:vortex-file-compressed	1249096804	1191001554	1.05
clickbench_q33/duckdb:vortex-file-compressed	1213464624	1152422790	1.05
clickbench_q34/duckdb:vortex-file-compressed	1248159177	1237224682	1.01
clickbench_q35/duckdb:vortex-file-compressed	378018338	387489567	0.98
clickbench_q36/duckdb:vortex-file-compressed	22866562	24718943	0.93
clickbench_q37/duckdb:vortex-file-compressed 🚀	16301201	18663609	0.87
clickbench_q38/duckdb:vortex-file-compressed 🚀	17893985	20642110	0.87
clickbench_q39/duckdb:vortex-file-compressed	35678457	36701585	0.97
clickbench_q40/duckdb:vortex-file-compressed	16651126	18024574	0.92
clickbench_q41/duckdb:vortex-file-compressed 🚀	16063520	17851596	0.90
clickbench_q42/duckdb:vortex-file-compressed 🚀	16759806	20131172	0.83

duckdb / parquet (1.000x ➖, 0↑ 1↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	24582961	26997527	0.91
clickbench_q01/duckdb:parquet	27847987	27351863	1.02
clickbench_q02/duckdb:parquet	48071230	48788864	0.99
clickbench_q03/duckdb:parquet	38504878	39316322	0.98
clickbench_q04/duckdb:parquet	202317915	205022638	0.99
clickbench_q05/duckdb:parquet	268066462	270908685	0.99
clickbench_q06/duckdb:parquet	46158423	45633922	1.01
clickbench_q07/duckdb:parquet	29461230	29187184	1.01
clickbench_q08/duckdb:parquet	269042091	265418899	1.01
clickbench_q09/duckdb:parquet	399962398	399848459	1.00
clickbench_q10/duckdb:parquet	80473329	80744583	1.00
clickbench_q11/duckdb:parquet	99658178	98918372	1.01
clickbench_q12/duckdb:parquet	292845646	289576295	1.01
clickbench_q13/duckdb:parquet	489105133	474886879	1.03
clickbench_q14/duckdb:parquet	335271638	323223126	1.04
clickbench_q15/duckdb:parquet	259333919	258056746	1.00
clickbench_q16/duckdb:parquet	638742785	644485791	0.99
clickbench_q17/duckdb:parquet	536361379	530907356	1.01
clickbench_q18/duckdb:parquet	1087399366	1069373580	1.02
clickbench_q19/duckdb:parquet	26025963	26105349	1.00
clickbench_q20/duckdb:parquet	417721232	433337756	0.96
clickbench_q21/duckdb:parquet	554066201	540819474	1.02
clickbench_q22/duckdb:parquet	926178813	932211693	0.99
clickbench_q23/duckdb:parquet	310399838	314626785	0.99
clickbench_q24/duckdb:parquet	68408685	67663307	1.01
clickbench_q25/duckdb:parquet	155783502	156339689	1.00
clickbench_q26/duckdb:parquet	49941971	51534404	0.97
clickbench_q27/duckdb:parquet	648424816	642999613	1.01
clickbench_q28/duckdb:parquet	4797885897	4788542055	1.00
clickbench_q29/duckdb:parquet	40973733	41650281	0.98
clickbench_q30/duckdb:parquet	300415747	303860297	0.99
clickbench_q31/duckdb:parquet	364181445	364848448	1.00
clickbench_q32/duckdb:parquet	1179739075	1160340987	1.02
clickbench_q33/duckdb:parquet	1261936355	1309637526	0.96
clickbench_q34/duckdb:parquet	1306435878	1374139619	0.95
clickbench_q35/duckdb:parquet	365234514	366413605	1.00
clickbench_q36/duckdb:parquet	45716850	44766248	1.02
clickbench_q37/duckdb:parquet	31987630	32225754	0.99
clickbench_q38/duckdb:parquet	35082801	33093759	1.06
clickbench_q39/duckdb:parquet	79736286	79323513	1.01
clickbench_q40/duckdb:parquet 🚨	19233197	17274289	1.11
clickbench_q41/duckdb:parquet	17297914	18513196	0.93
clickbench_q42/duckdb:parquet	21938453	20899534	1.05

duckdb / duckdb (1.003x ➖, 0↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb	18377560	18814178	0.98
clickbench_q01/duckdb:duckdb	34961502	33891793	1.03
clickbench_q02/duckdb:duckdb	47110593	45936752	1.03
clickbench_q03/duckdb:duckdb	49217234	47994692	1.03
clickbench_q04/duckdb:duckdb	194018225	189123432	1.03
clickbench_q05/duckdb:duckdb	266596723	264998327	1.01
clickbench_q06/duckdb:duckdb	37429858	36834353	1.02
clickbench_q07/duckdb:duckdb	37115286	36384326	1.02
clickbench_q08/duckdb:duckdb	253876053	255511574	0.99
clickbench_q09/duckdb:duckdb	369966307	372046659	0.99
clickbench_q10/duckdb:duckdb	99053087	100275840	0.99
clickbench_q11/duckdb:duckdb	107532599	107891625	1.00
clickbench_q12/duckdb:duckdb	240233143	239981794	1.00
clickbench_q13/duckdb:duckdb	456475238	464403836	0.98
clickbench_q14/duckdb:duckdb	277471584	275126057	1.01
clickbench_q15/duckdb:duckdb	222543278	220568186	1.01
clickbench_q16/duckdb:duckdb	631108474	640882126	0.98
clickbench_q17/duckdb:duckdb	545220916	536271437	1.02
clickbench_q18/duckdb:duckdb	1234891401	1210871149	1.02
clickbench_q19/duckdb:duckdb	36005077	35385393	1.02
clickbench_q20/duckdb:duckdb	901775305	861598773	1.05
clickbench_q21/duckdb:duckdb	898809951	923636271	0.97
clickbench_q22/duckdb:duckdb	1091980756	1091986519	1.00
clickbench_q23/duckdb:duckdb	253886777	251098248	1.01
clickbench_q24/duckdb:duckdb	63195916	63510898	1.00
clickbench_q25/duckdb:duckdb	144988862	143708179	1.01
clickbench_q26/duckdb:duckdb	61300013	61625036	0.99
clickbench_q27/duckdb:duckdb	926481540	939498881	0.99
clickbench_q28/duckdb:duckdb	4703056693	4694276217	1.00
clickbench_q29/duckdb:duckdb	50396214	49706104	1.01
clickbench_q30/duckdb:duckdb	262424507	262155490	1.00
clickbench_q31/duckdb:duckdb	416032034	399554660	1.04
clickbench_q32/duckdb:duckdb	1464389849	1544744884	0.95
clickbench_q33/duckdb:duckdb	2002892448	2081767944	0.96
clickbench_q34/duckdb:duckdb	2232355714	2215228016	1.01
clickbench_q35/duckdb:duckdb	288050644	284024560	1.01
clickbench_q36/duckdb:duckdb	44515480	44879701	0.99
clickbench_q37/duckdb:duckdb	32672694	33220484	0.98
clickbench_q38/duckdb:duckdb	32450982	32877387	0.99
clickbench_q39/duckdb:duckdb	70125781	67232531	1.04
clickbench_q40/duckdb:duckdb	33488107	33713196	0.99
clickbench_q41/duckdb:duckdb	31436868	31593052	1.00
clickbench_q42/duckdb:duckdb	33566075	33424504	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	-0.5%	+0.7%	-1.2%	+745.9%	➖ noise
0	duckdb:duckdb	-2.3%	+0.7%	-3.0%	+288.9%	➖ noise
0	duckdb:vortex-file-compressed	-6.4%	+0.7%	-7.0%	+463.8%	➖ noise
1	datafusion:vortex-file-compressed	+1.8%	-3.5%	+5.5%	+22.6%	➖ noise
1	duckdb:duckdb	+3.2%	-3.5%	+6.9%	+61.4%	➖ noise
1	duckdb:vortex-file-compressed	-0.9%	-3.5%	+2.7%	+23.2%	➖ noise
2	datafusion:vortex-file-compressed	+0.9%	-0.5%	+1.4%	+14.3%	➖ noise
2	duckdb:duckdb	+2.6%	-0.5%	+3.0%	+21.7%	➖ noise
2	duckdb:vortex-file-compressed	-5.3%	-0.5%	-4.8%	+10.1%	➖ noise
3	datafusion:vortex-file-compressed	+0.8%	-2.4%	+3.3%	+142.0%	➖ noise
3	duckdb:duckdb	+2.5%	-2.4%	+5.1%	+45.3%	➖ noise
3	duckdb:vortex-file-compressed	-5.3%	-2.4%	-2.9%	+55.6%	➖ noise
4	datafusion:vortex-file-compressed	-0.4%	-0.9%	+0.5%	+10.0%	➖ noise
4	duckdb:duckdb	+2.6%	-0.9%	+3.5%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+0.7%	-0.9%	+1.6%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+0.5%	+0.3%	+0.2%	+10.0%	➖ noise
5	duckdb:duckdb	+0.6%	+0.3%	+0.3%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+0.7%	+0.3%	+0.4%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+17.1%	-0.7%	+18.0%	+70.5%	➖ noise
6	duckdb:duckdb	+1.6%	-0.7%	+2.4%	+64.5%	➖ noise
6	duckdb:vortex-file-compressed	+1.0%	-0.7%	+1.8%	+57.8%	➖ noise
7	datafusion:vortex-file-compressed	+3.0%	+1.7%	+1.2%	+10.0%	➖ noise
7	duckdb:duckdb	+2.0%	+1.7%	+0.3%	+11.7%	➖ noise
7	duckdb:vortex-file-compressed	-5.9%	+1.7%	-7.5%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+1.2%	+1.3%	-0.1%	+10.0%	➖ noise
8	duckdb:duckdb	-0.6%	+1.3%	-1.9%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+2.8%	+1.3%	+1.5%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+2.3%	+0.2%	+2.1%	+10.0%	➖ noise
9	duckdb:duckdb	-0.6%	+0.2%	-0.7%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+1.3%	+0.2%	+1.2%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+2.3%	-0.2%	+2.5%	+10.0%	➖ noise
10	duckdb:duckdb	-1.2%	-0.2%	-1.0%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-2.5%	-0.2%	-2.3%	+12.0%	➖ noise
11	datafusion:vortex-file-compressed	-0.7%	+0.2%	-0.9%	+10.0%	➖ noise
11	duckdb:duckdb	-0.3%	+0.2%	-0.5%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-1.1%	+0.2%	-1.2%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-1.1%	+0.1%	-1.2%	+10.0%	➖ noise
12	duckdb:duckdb	+0.1%	+0.1%	-0.0%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-4.9%	+0.1%	-5.0%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-2.1%	+2.1%	-4.1%	+10.0%	➖ noise
13	duckdb:duckdb	-1.7%	+2.1%	-3.7%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-1.7%	+2.1%	-3.7%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-2.3%	+3.2%	-5.3%	+10.0%	➖ noise
14	duckdb:duckdb	+0.9%	+3.2%	-2.3%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+2.3%	+3.2%	-0.9%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+1.8%	+0.4%	+1.3%	+10.0%	➖ noise
15	duckdb:duckdb	+0.9%	+0.4%	+0.4%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-1.7%	+0.4%	-2.2%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+1.3%	+1.5%	-0.3%	+10.0%	➖ noise
16	duckdb:duckdb	-1.5%	+1.5%	-3.0%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	+0.9%	+1.5%	-0.7%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+0.9%	+1.1%	-0.2%	+10.0%	➖ noise
17	duckdb:duckdb	+1.7%	+1.1%	+0.6%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	+4.7%	+1.1%	+3.6%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+0.6%	+2.6%	-2.0%	+10.0%	➖ noise
18	duckdb:duckdb	+2.0%	+2.6%	-0.6%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+1.1%	+2.6%	-1.5%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+1.8%	+8.0%	-5.7%	+24.3%	➖ noise
19	duckdb:duckdb	+1.8%	+8.0%	-5.7%	+19.7%	➖ noise
19	duckdb:vortex-file-compressed	+1.9%	+8.0%	-5.6%	+20.8%	➖ noise
20	datafusion:vortex-file-compressed	+0.3%	-2.3%	+2.6%	+205.4%	➖ noise
20	duckdb:duckdb	+4.7%	-2.3%	+7.1%	+34.8%	➖ noise
20	duckdb:vortex-file-compressed	-0.3%	-2.3%	+2.1%	+60.8%	➖ noise
21	datafusion:vortex-file-compressed	+0.6%	+3.0%	-2.4%	+10.0%	➖ noise
21	duckdb:duckdb	-2.7%	+3.0%	-5.5%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	-2.7%	+3.0%	-5.6%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	-1.1%	+0.4%	-1.5%	+14.9%	➖ noise
22	duckdb:duckdb	-0.0%	+0.4%	-0.4%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-0.7%	+0.4%	-1.1%	+24.5%	➖ noise
23	datafusion:vortex-file-compressed	+0.3%	-1.1%	+1.4%	+50.2%	➖ noise
23	duckdb:duckdb	+1.1%	-1.1%	+2.2%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	-9.5%	-1.1%	-8.5%	+27.5%	➖ noise
24	datafusion:vortex-file-compressed	-1.1%	+1.4%	-2.4%	+12.5%	➖ noise
24	duckdb:duckdb	-0.5%	+1.4%	-1.8%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	+9.6%	+1.4%	+8.1%	+10.9%	➖ noise
25	datafusion:vortex-file-compressed	-0.9%	+1.6%	-2.5%	+10.0%	➖ noise
25	duckdb:duckdb	+0.9%	+1.6%	-0.7%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	+2.6%	+1.6%	+1.0%	+10.0%	➖ noise
26	datafusion:vortex-file-compressed	-2.4%	-0.6%	-1.7%	+10.0%	➖ noise
26	duckdb:duckdb	-0.5%	-0.6%	+0.1%	+12.2%	➖ noise
26	duckdb:vortex-file-compressed	+13.4%	-0.6%	+14.1%	+23.0%	➖ noise
27	datafusion:vortex-file-compressed	-0.1%	+0.0%	-0.2%	+10.0%	➖ noise
27	duckdb:duckdb	-1.4%	+0.0%	-1.4%	+10.0%	➖ noise
27	duckdb:vortex-file-compressed	+0.8%	+0.0%	+0.8%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+2.5%	+1.2%	+1.2%	+10.0%	➖ noise
28	duckdb:duckdb	+0.2%	+1.2%	-1.0%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	-0.3%	+1.2%	-1.5%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	-0.8%	-0.6%	-0.2%	+10.0%	➖ noise
29	duckdb:duckdb	+1.4%	-0.6%	+2.0%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	-0.5%	-0.6%	+0.0%	+16.7%	➖ noise
30	datafusion:vortex-file-compressed	-0.6%	-0.8%	+0.2%	+10.0%	➖ noise
30	duckdb:duckdb	+0.1%	-0.8%	+0.9%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	+0.1%	-0.8%	+0.9%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	-0.2%	+1.3%	-1.5%	+10.0%	➖ noise
31	duckdb:duckdb	+4.1%	+1.3%	+2.8%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	-0.3%	+1.3%	-1.6%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	-12.3%	+1.3%	-13.4%	+12.8%	✅ faster
32	duckdb:duckdb	-5.2%	+1.3%	-6.4%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	+4.9%	+1.3%	+3.5%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	+0.2%	-1.4%	+1.6%	+10.0%	➖ noise
33	duckdb:duckdb	-3.8%	-1.4%	-2.4%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	+5.3%	-1.4%	+6.8%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	+0.3%	-1.2%	+1.6%	+10.0%	➖ noise
34	duckdb:duckdb	+0.8%	-1.2%	+2.0%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	+0.9%	-1.2%	+2.2%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	-0.5%	+1.0%	-1.5%	+10.0%	➖ noise
35	duckdb:duckdb	+1.4%	+1.0%	+0.4%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	-2.4%	+1.0%	-3.4%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	+4.7%	+2.6%	+2.0%	+10.0%	➖ noise
36	duckdb:duckdb	-0.8%	+2.6%	-3.3%	+13.7%	➖ noise
36	duckdb:vortex-file-compressed	-7.5%	+2.6%	-9.9%	+12.7%	➖ noise
37	datafusion:vortex-file-compressed	+0.1%	-1.8%	+1.9%	+10.0%	➖ noise
37	duckdb:duckdb	-1.6%	-1.8%	+0.2%	+11.2%	➖ noise
37	duckdb:vortex-file-compressed	-12.7%	-1.8%	-11.1%	+11.5%	✅ faster
38	datafusion:vortex-file-compressed	+4.0%	+1.8%	+2.2%	+10.6%	➖ noise
38	duckdb:duckdb	-1.3%	+1.8%	-3.0%	+11.2%	➖ noise
38	duckdb:vortex-file-compressed	-13.3%	+1.8%	-14.8%	+11.9%	✅ faster
39	datafusion:vortex-file-compressed	-0.9%	+2.2%	-3.0%	+10.0%	➖ noise
39	duckdb:duckdb	+4.3%	+2.2%	+2.1%	+12.7%	➖ noise
39	duckdb:vortex-file-compressed	-2.8%	+2.2%	-4.9%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	+2.9%	+7.4%	-4.2%	+10.9%	➖ noise
40	duckdb:duckdb	-0.7%	+7.4%	-7.5%	+11.8%	➖ noise
40	duckdb:vortex-file-compressed	-7.6%	+7.4%	-14.0%	+11.7%	✅ faster
41	datafusion:vortex-file-compressed	+2.2%	-3.9%	+6.3%	+10.1%	➖ noise
41	duckdb:duckdb	-0.5%	-3.9%	+3.5%	+11.6%	➖ noise
41	duckdb:vortex-file-compressed	-10.0%	-3.9%	-6.4%	+15.1%	➖ noise
42	datafusion:vortex-file-compressed	+3.8%	+2.5%	+1.2%	+10.0%	➖ noise
42	duckdb:duckdb	+0.4%	+2.5%	-2.0%	+11.8%	➖ noise
42	duckdb:vortex-file-compressed	-16.7%	+2.5%	-18.8%	+14.1%	✅ faster

[github-actions]

Benchmarks: FineWeb S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -1.0%
Vortex (geomean): 1.012x ➖
Parquet (geomean): 1.022x ➖
Shifts: Parquet (control) +2.2% · Median polish +1.5%

---

datafusion / vortex-file-compressed (1.103x ➖, 0↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	44421696	34345192	1.29
fineweb_q01/datafusion:vortex-file-compressed	611061348	491004918	1.24
fineweb_q02/datafusion:vortex-file-compressed	527994817	406583538	1.30
fineweb_q03/datafusion:vortex-file-compressed	1419669377	1395064977	1.02
fineweb_q04/datafusion:vortex-file-compressed	1427586481	1351653940	1.06
fineweb_q05/datafusion:vortex-file-compressed	1389073710	1342364347	1.03
fineweb_q06/datafusion:vortex-file-compressed	1543434083	1589555947	0.97
fineweb_q07/datafusion:vortex-file-compressed	1360590466	1329067084	1.02
fineweb_q08/datafusion:vortex-file-compressed	522905809	501434755	1.04

datafusion / vortex-compact (0.956x ➖, 0↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	36113985	35326046	1.02
fineweb_q01/datafusion:vortex-compact	502558953	508599505	0.99
fineweb_q02/datafusion:vortex-compact	537297651	629100702	0.85
fineweb_q03/datafusion:vortex-compact	1328179077	1313488096	1.01
fineweb_q04/datafusion:vortex-compact	1587671361	1595496571	1.00
fineweb_q05/datafusion:vortex-compact	1373498963	1396005720	0.98
fineweb_q06/datafusion:vortex-compact	1285441621	1336398146	0.96
fineweb_q07/datafusion:vortex-compact	1074715505	1169960441	0.92
fineweb_q08/datafusion:vortex-compact	373516517	423226503	0.88

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

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1134611493	1064567569	1.07
fineweb_q01/datafusion:parquet	1747676022	1786581091	0.98
fineweb_q02/datafusion:parquet	1774235342	2001665495	0.89
fineweb_q03/datafusion:parquet	1858325892	1722962043	1.08
fineweb_q04/datafusion:parquet	1855342272	1821538707	1.02
fineweb_q05/datafusion:parquet	2131546246	1952837921	1.09
fineweb_q06/datafusion:parquet	1950884429	1866613781	1.05
fineweb_q07/datafusion:parquet	2136297643	1847091896	1.16
fineweb_q08/datafusion:parquet	1841330009	1837373208	1.00

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

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	91867288	75236313	1.22
fineweb_q01/duckdb:vortex-file-compressed	595965722	550224969	1.08
fineweb_q02/duckdb:vortex-file-compressed	430451750	488726705	0.88
fineweb_q03/duckdb:vortex-file-compressed	1499683874	1465315301	1.02
fineweb_q04/duckdb:vortex-file-compressed	1691821428	1550081455	1.09
fineweb_q05/duckdb:vortex-file-compressed	1448492221	1549014353	0.94
fineweb_q06/duckdb:vortex-file-compressed	1692660934	1668468131	1.01
fineweb_q07/duckdb:vortex-file-compressed	1423957208	1428171049	1.00
fineweb_q08/duckdb:vortex-file-compressed	586595513	630952862	0.93

duckdb / vortex-compact (0.980x ➖, 0↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	63685592	74911451	0.85
fineweb_q01/duckdb:vortex-compact	528958325	573991206	0.92
fineweb_q02/duckdb:vortex-compact	596055558	603402463	0.99
fineweb_q03/duckdb:vortex-compact	1680520158	1742848389	0.96
fineweb_q04/duckdb:vortex-compact	1811318172	1727667234	1.05
fineweb_q05/duckdb:vortex-compact	1547047757	1506741058	1.03
fineweb_q06/duckdb:vortex-compact	1465879111	1480393744	0.99
fineweb_q07/duckdb:vortex-compact	1421681975	1354773482	1.05
fineweb_q08/duckdb:vortex-compact	494199546	496445987	1.00

duckdb / parquet (1.011x ➖, 0↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1174311008	1056583222	1.11
fineweb_q01/duckdb:parquet	1364743937	1394456378	0.98
fineweb_q02/duckdb:parquet	1478674620	1398856792	1.06
fineweb_q03/duckdb:parquet	3983049255	3715427805	1.07
fineweb_q04/duckdb:parquet	1951937973	1956585366	1.00
fineweb_q05/duckdb:parquet	2050315833	2141821896	0.96
fineweb_q06/duckdb:parquet	4293369048	4366394731	0.98
fineweb_q07/duckdb:parquet	2757324037	2659261746	1.04
fineweb_q08/duckdb:parquet	1087777053	1183701332	0.92

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+2.2%	+8.8%	-6.1%	+171.8%	➖ noise
0	datafusion:vortex-file-compressed	+29.3%	+8.8%	+18.8%	+142.3%	➖ noise
0	duckdb:vortex-compact	-15.0%	+8.8%	-21.9%	+83.1%	➖ noise
0	duckdb:vortex-file-compressed	+22.1%	+8.8%	+12.2%	+35.8%	➖ noise
1	datafusion:vortex-compact	-1.2%	-2.2%	+1.0%	+78.1%	➖ noise
1	datafusion:vortex-file-compressed	+24.5%	-2.2%	+27.2%	+89.3%	➖ noise
1	duckdb:vortex-compact	-7.8%	-2.2%	-5.8%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	+8.3%	-2.2%	+10.7%	+30.0%	➖ noise
2	datafusion:vortex-compact	-14.6%	-3.2%	-11.8%	+30.0%	➖ noise
2	datafusion:vortex-file-compressed	+29.9%	-3.2%	+34.2%	+43.3%	➖ noise
2	duckdb:vortex-compact	-1.2%	-3.2%	+2.1%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	-11.9%	-3.2%	-9.0%	+30.0%	➖ noise
3	datafusion:vortex-compact	+1.1%	+7.5%	-6.0%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	+1.8%	+7.5%	-5.4%	+30.0%	➖ noise
3	duckdb:vortex-compact	-3.6%	+7.5%	-10.3%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	+2.3%	+7.5%	-4.8%	+30.0%	➖ noise
4	datafusion:vortex-compact	-0.5%	+0.8%	-1.3%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	+5.6%	+0.8%	+4.8%	+30.0%	➖ noise
4	duckdb:vortex-compact	+4.8%	+0.8%	+4.0%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+9.1%	+0.8%	+8.3%	+30.0%	➖ noise
5	datafusion:vortex-compact	-1.6%	+2.2%	-3.7%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	+3.5%	+2.2%	+1.2%	+30.0%	➖ noise
5	duckdb:vortex-compact	+2.7%	+2.2%	+0.4%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-6.5%	+2.2%	-8.5%	+30.0%	➖ noise
6	datafusion:vortex-compact	-3.8%	+1.4%	-5.1%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-2.9%	+1.4%	-4.2%	+30.0%	➖ noise
6	duckdb:vortex-compact	-1.0%	+1.4%	-2.3%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+1.5%	+1.4%	+0.1%	+30.0%	➖ noise
7	datafusion:vortex-compact	-8.1%	+9.5%	-16.1%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	+2.4%	+9.5%	-6.5%	+30.0%	➖ noise
7	duckdb:vortex-compact	+4.9%	+9.5%	-4.2%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	-0.3%	+9.5%	-9.0%	+30.0%	➖ noise
8	datafusion:vortex-compact	-11.7%	-4.0%	-8.0%	+57.3%	➖ noise
8	datafusion:vortex-file-compressed	+4.3%	-4.0%	+8.7%	+30.0%	➖ noise
8	duckdb:vortex-compact	-0.5%	-4.0%	+3.7%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-7.0%	-4.0%	-3.1%	+30.0%	➖ noise

[github-actions]

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +1.8%
Vortex (geomean): 1.020x ➖
Parquet (geomean): 1.001x ➖
Shifts: Parquet (control) +0.1% · Median polish +0.1%

---

datafusion / vortex-file-compressed (1.057x ➖, 0↑ 5↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	257818068	260808180	0.99
tpch_q02/datafusion:vortex-file-compressed	411303531	510239932	0.81
tpch_q03/datafusion:vortex-file-compressed	439815065	454546347	0.97
tpch_q04/datafusion:vortex-file-compressed	226732546	279449759	0.81
tpch_q05/datafusion:vortex-file-compressed	414836451	471023450	0.88
tpch_q06/datafusion:vortex-file-compressed	291894745	354040952	0.82
tpch_q07/datafusion:vortex-file-compressed	399258787	482635760	0.83
tpch_q08/datafusion:vortex-file-compressed	750116608	639751049	1.17
tpch_q09/datafusion:vortex-file-compressed	419773897	413496888	1.02
tpch_q10/datafusion:vortex-file-compressed	463599570	494706387	0.94
tpch_q11/datafusion:vortex-file-compressed	330464682	380257020	0.87
tpch_q12/datafusion:vortex-file-compressed	448656851	440439196	1.02
tpch_q13/datafusion:vortex-file-compressed 🚨	265549449	147772275	1.80
tpch_q14/datafusion:vortex-file-compressed	214409702	243199857	0.88
tpch_q15/datafusion:vortex-file-compressed 🚨	544455310	403202597	1.35
tpch_q16/datafusion:vortex-file-compressed	215595361	191617983	1.13
tpch_q17/datafusion:vortex-file-compressed	457843691	377239459	1.21
tpch_q18/datafusion:vortex-file-compressed 🚨	446536516	329529556	1.36
tpch_q19/datafusion:vortex-file-compressed 🚨	598320486	458522577	1.30
tpch_q20/datafusion:vortex-file-compressed 🚨	536126530	381124166	1.41
tpch_q21/datafusion:vortex-file-compressed	655029700	611357081	1.07
tpch_q22/datafusion:vortex-file-compressed	148495964	125419351	1.18

datafusion / vortex-compact (1.087x ➖, 0↑ 4↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	294226383	293471493	1.00
tpch_q02/datafusion:vortex-compact	418557274	565240717	0.74
tpch_q03/datafusion:vortex-compact	379998796	394782429	0.96
tpch_q04/datafusion:vortex-compact	244797028	267875031	0.91
tpch_q05/datafusion:vortex-compact	453347091	388586110	1.17
tpch_q06/datafusion:vortex-compact	383179250	303328479	1.26
tpch_q07/datafusion:vortex-compact	451585492	472653282	0.96
tpch_q08/datafusion:vortex-compact 🚨	842400898	629741715	1.34
tpch_q09/datafusion:vortex-compact	531199736	410517991	1.29
tpch_q10/datafusion:vortex-compact	477615316	431366953	1.11
tpch_q11/datafusion:vortex-compact	277510772	297601087	0.93
tpch_q12/datafusion:vortex-compact	449548113	416212578	1.08
tpch_q13/datafusion:vortex-compact 🚨	169553599	125097302	1.36
tpch_q14/datafusion:vortex-compact 🚨	329412008	253353788	1.30
tpch_q15/datafusion:vortex-compact 🚨	607463364	465262380	1.31
tpch_q16/datafusion:vortex-compact	198205274	185969575	1.07
tpch_q17/datafusion:vortex-compact	422665197	345659497	1.22
tpch_q18/datafusion:vortex-compact	352590102	289500576	1.22
tpch_q19/datafusion:vortex-compact	501624677	521872771	0.96
tpch_q20/datafusion:vortex-compact	418883769	423748351	0.99
tpch_q21/datafusion:vortex-compact	559339115	542813506	1.03
tpch_q22/datafusion:vortex-compact	106222094	107910432	0.98

datafusion / parquet (1.023x ➖, 0↑ 2↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	226945497	261900649	0.87
tpch_q02/datafusion:parquet	404888348	417650577	0.97
tpch_q03/datafusion:parquet	321204801	308301563	1.04
tpch_q04/datafusion:parquet	188306728	161016259	1.17
tpch_q05/datafusion:parquet	515429797	543609263	0.95
tpch_q06/datafusion:parquet	155444822	139212362	1.12
tpch_q07/datafusion:parquet	476722541	452037430	1.05
tpch_q08/datafusion:parquet	608719620	635468688	0.96
tpch_q09/datafusion:parquet	476118537	475746775	1.00
tpch_q10/datafusion:parquet	488772798	594319733	0.82
tpch_q11/datafusion:parquet	325763975	397317350	0.82
tpch_q12/datafusion:parquet	244101580	273768982	0.89
tpch_q13/datafusion:parquet	446800896	494049679	0.90
tpch_q14/datafusion:parquet	220545386	229909280	0.96
tpch_q15/datafusion:parquet	340424661	338691108	1.01
tpch_q16/datafusion:parquet	176880358	179326452	0.99
tpch_q17/datafusion:parquet	497993708	408684573	1.22
tpch_q18/datafusion:parquet	511436864	453682672	1.13
tpch_q19/datafusion:parquet 🚨	441746942	338553244	1.30
tpch_q20/datafusion:parquet 🚨	414487212	314593813	1.32
tpch_q21/datafusion:parquet	553037458	491282513	1.13
tpch_q22/datafusion:parquet	118162346	108620567	1.09

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

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	276388885	297860072	0.93
tpch_q02/duckdb:vortex-file-compressed	984813642	906889328	1.09
tpch_q03/duckdb:vortex-file-compressed	672509370	662025742	1.02
tpch_q04/duckdb:vortex-file-compressed	430285909	428172208	1.00
tpch_q05/duckdb:vortex-file-compressed	848918000	875523577	0.97
tpch_q06/duckdb:vortex-file-compressed	327541838	326531522	1.00
tpch_q07/duckdb:vortex-file-compressed	920376698	1030948304	0.89
tpch_q08/duckdb:vortex-file-compressed	1015114807	1040435848	0.98
tpch_q09/duckdb:vortex-file-compressed	906891937	993462447	0.91
tpch_q10/duckdb:vortex-file-compressed	760133604	772729308	0.98
tpch_q11/duckdb:vortex-file-compressed	496761438	526935156	0.94
tpch_q12/duckdb:vortex-file-compressed	666376042	628711205	1.06
tpch_q13/duckdb:vortex-file-compressed	464650574	482380438	0.96
tpch_q14/duckdb:vortex-file-compressed	353904209	422289268	0.84
tpch_q15/duckdb:vortex-file-compressed	286644228	292356078	0.98
tpch_q16/duckdb:vortex-file-compressed	332768211	351864654	0.95
tpch_q17/duckdb:vortex-file-compressed	728160635	771207427	0.94
tpch_q18/duckdb:vortex-file-compressed	570670195	550254924	1.04
tpch_q19/duckdb:vortex-file-compressed	440058400	486738007	0.90
tpch_q20/duckdb:vortex-file-compressed	764138674	813731498	0.94
tpch_q21/duckdb:vortex-file-compressed	1050787060	1060300626	0.99
tpch_q22/duckdb:vortex-file-compressed	265877840	276415411	0.96

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

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	285014752	289200533	0.99
tpch_q02/duckdb:vortex-compact	968298653	960504784	1.01
tpch_q03/duckdb:vortex-compact	651281513	621165444	1.05
tpch_q04/duckdb:vortex-compact	360515804	415864071	0.87
tpch_q05/duckdb:vortex-compact	743610817	765659283	0.97
tpch_q06/duckdb:vortex-compact	314727857	315701831	1.00
tpch_q07/duckdb:vortex-compact	877244362	905563540	0.97
tpch_q08/duckdb:vortex-compact	988434073	1061231305	0.93
tpch_q09/duckdb:vortex-compact	930026195	926355088	1.00
tpch_q10/duckdb:vortex-compact	679756290	655288495	1.04
tpch_q11/duckdb:vortex-compact	475656742	500784055	0.95
tpch_q12/duckdb:vortex-compact	623268457	587821239	1.06
tpch_q13/duckdb:vortex-compact	427489836	446474719	0.96
tpch_q14/duckdb:vortex-compact	409592036	464568296	0.88
tpch_q15/duckdb:vortex-compact	294171993	293502716	1.00
tpch_q16/duckdb:vortex-compact	331373364	350593141	0.95
tpch_q17/duckdb:vortex-compact	620661808	658728324	0.94
tpch_q18/duckdb:vortex-compact	519384305	512313902	1.01
tpch_q19/duckdb:vortex-compact	473940455	496354339	0.95
tpch_q20/duckdb:vortex-compact	722541348	766928889	0.94
tpch_q21/duckdb:vortex-compact	934307581	1012270812	0.92
tpch_q22/duckdb:vortex-compact	298469324	278959559	1.07

duckdb / parquet (0.981x ➖, 0↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	440499827	473230409	0.93
tpch_q02/duckdb:parquet	1153811866	1139463180	1.01
tpch_q03/duckdb:parquet	988997439	1192548372	0.83
tpch_q04/duckdb:parquet	649245536	667861808	0.97
tpch_q05/duckdb:parquet	1311994762	1340838073	0.98
tpch_q06/duckdb:parquet	432746063	433004773	1.00
tpch_q07/duckdb:parquet	1209961188	1232241089	0.98
tpch_q08/duckdb:parquet	1435205889	1558807657	0.92
tpch_q09/duckdb:parquet	1401704674	1459221642	0.96
tpch_q10/duckdb:parquet	1187527972	1309614615	0.91
tpch_q11/duckdb:parquet	743599471	753476992	0.99
tpch_q12/duckdb:parquet	704544440	670340061	1.05
tpch_q13/duckdb:parquet	906280780	910230698	1.00
tpch_q14/duckdb:parquet	681934387	677066876	1.01
tpch_q15/duckdb:parquet	505589482	523547523	0.97
tpch_q16/duckdb:parquet	681444998	627186034	1.09
tpch_q17/duckdb:parquet	719975459	746038719	0.97
tpch_q18/duckdb:parquet	955837319	909024130	1.05
tpch_q19/duckdb:parquet	805582210	796041990	1.01
tpch_q20/duckdb:parquet	1124935126	1079982194	1.04
tpch_q21/duckdb:parquet	1028287674	1097841618	0.94
tpch_q22/duckdb:parquet	539541815	529725963	1.02

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+0.3%	-10.2%	+11.6%	+68.8%	➖ noise
1	datafusion:vortex-file-compressed	-1.1%	-10.2%	+10.1%	+67.5%	➖ noise
1	duckdb:vortex-compact	-1.4%	-10.2%	+9.7%	+40.3%	➖ noise
1	duckdb:vortex-file-compressed	-7.2%	-10.2%	+3.3%	+38.7%	➖ noise
2	datafusion:vortex-compact	-26.0%	-0.9%	-25.3%	+31.4%	✅ faster
2	datafusion:vortex-file-compressed	-19.4%	-0.9%	-18.6%	+30.0%	➖ noise
2	duckdb:vortex-compact	+0.8%	-0.9%	+1.7%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	+8.6%	-0.9%	+9.6%	+30.0%	➖ noise
3	datafusion:vortex-compact	-3.7%	-7.0%	+3.6%	+44.9%	➖ noise
3	datafusion:vortex-file-compressed	-3.2%	-7.0%	+4.1%	+44.6%	➖ noise
3	duckdb:vortex-compact	+4.8%	-7.0%	+12.8%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	+1.6%	-7.0%	+9.3%	+30.0%	➖ noise
4	datafusion:vortex-compact	-8.6%	+6.6%	-14.3%	+43.3%	➖ noise
4	datafusion:vortex-file-compressed	-18.9%	+6.6%	-23.9%	+30.0%	✅ faster
4	duckdb:vortex-compact	-13.3%	+6.6%	-18.7%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+0.5%	+6.6%	-5.8%	+30.0%	➖ noise
5	datafusion:vortex-compact	+16.7%	-3.7%	+21.1%	+34.7%	➖ noise
5	datafusion:vortex-file-compressed	-11.9%	-3.7%	-8.6%	+30.0%	➖ noise
5	duckdb:vortex-compact	-2.9%	-3.7%	+0.8%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-3.0%	-3.7%	+0.7%	+30.0%	➖ noise
6	datafusion:vortex-compact	+26.3%	+5.6%	+19.6%	+44.2%	➖ noise
6	datafusion:vortex-file-compressed	-17.6%	+5.6%	-22.0%	+31.2%	➖ noise
6	duckdb:vortex-compact	-0.3%	+5.6%	-5.6%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+0.3%	+5.6%	-5.0%	+30.0%	➖ noise
7	datafusion:vortex-compact	-4.5%	+1.8%	-6.1%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-17.3%	+1.8%	-18.7%	+30.0%	➖ noise
7	duckdb:vortex-compact	-3.1%	+1.8%	-4.8%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	-10.7%	+1.8%	-12.3%	+30.0%	➖ noise
8	datafusion:vortex-compact	+33.8%	-6.1%	+42.4%	+42.6%	➖ noise
8	datafusion:vortex-file-compressed	+17.3%	-6.1%	+24.9%	+37.1%	➖ noise
8	duckdb:vortex-compact	-6.9%	-6.1%	-0.8%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-2.4%	-6.1%	+3.9%	+30.0%	➖ noise
9	datafusion:vortex-compact	+29.4%	-2.0%	+32.0%	+32.1%	➖ noise
9	datafusion:vortex-file-compressed	+1.5%	-2.0%	+3.5%	+30.0%	➖ noise
9	duckdb:vortex-compact	+0.4%	-2.0%	+2.4%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	-8.7%	-2.0%	-6.9%	+30.0%	➖ noise
10	datafusion:vortex-compact	+10.7%	-13.6%	+28.2%	+30.0%	➖ noise
10	datafusion:vortex-file-compressed	-6.3%	-13.6%	+8.5%	+30.0%	➖ noise
10	duckdb:vortex-compact	+3.7%	-13.6%	+20.1%	+30.0%	➖ noise
10	duckdb:vortex-file-compressed	-1.6%	-13.6%	+13.9%	+30.0%	➖ noise
11	datafusion:vortex-compact	-6.8%	-10.0%	+3.7%	+30.0%	➖ noise
11	datafusion:vortex-file-compressed	-13.1%	-10.0%	-3.4%	+30.0%	➖ noise
11	duckdb:vortex-compact	-5.0%	-10.0%	+5.6%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	-5.7%	-10.0%	+4.8%	+30.0%	➖ noise
12	datafusion:vortex-compact	+8.0%	-3.2%	+11.6%	+33.9%	➖ noise
12	datafusion:vortex-file-compressed	+1.9%	-3.2%	+5.2%	+30.0%	➖ noise
12	duckdb:vortex-compact	+6.0%	-3.2%	+9.5%	+30.0%	➖ noise
12	duckdb:vortex-file-compressed	+6.0%	-3.2%	+9.5%	+30.0%	➖ noise
13	datafusion:vortex-compact	+35.5%	-5.1%	+42.8%	+63.6%	➖ noise
13	datafusion:vortex-file-compressed	+79.7%	-5.1%	+89.4%	+59.7%	🚨 regression
13	duckdb:vortex-compact	-4.3%	-5.1%	+0.9%	+30.0%	➖ noise
13	duckdb:vortex-file-compressed	-3.7%	-5.1%	+1.5%	+30.0%	➖ noise
14	datafusion:vortex-compact	+30.0%	-1.7%	+32.3%	+30.0%	🚨 regression
14	datafusion:vortex-file-compressed	-11.8%	-1.7%	-10.3%	+30.0%	➖ noise
14	duckdb:vortex-compact	-11.8%	-1.7%	-10.3%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	-16.2%	-1.7%	-14.7%	+30.0%	➖ noise
15	datafusion:vortex-compact	+30.6%	-1.5%	+32.5%	+39.1%	➖ noise
15	datafusion:vortex-file-compressed	+35.0%	-1.5%	+37.1%	+32.8%	🚨 regression
15	duckdb:vortex-compact	+0.2%	-1.5%	+1.7%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	-2.0%	-1.5%	-0.5%	+30.0%	➖ noise
16	datafusion:vortex-compact	+6.6%	+3.5%	+3.0%	+33.5%	➖ noise
16	datafusion:vortex-file-compressed	+12.5%	+3.5%	+8.7%	+32.5%	➖ noise
16	duckdb:vortex-compact	-5.5%	+3.5%	-8.7%	+30.0%	➖ noise
16	duckdb:vortex-file-compressed	-5.4%	+3.5%	-8.6%	+30.0%	➖ noise
17	datafusion:vortex-compact	+22.3%	+8.4%	+12.8%	+34.0%	➖ noise
17	datafusion:vortex-file-compressed	+21.4%	+8.4%	+11.9%	+34.0%	➖ noise
17	duckdb:vortex-compact	-5.8%	+8.4%	-13.1%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	-5.6%	+8.4%	-12.9%	+30.0%	➖ noise
18	datafusion:vortex-compact	+21.8%	+8.9%	+11.9%	+30.1%	➖ noise
18	datafusion:vortex-file-compressed	+35.5%	+8.9%	+24.5%	+30.0%	➖ noise
18	duckdb:vortex-compact	+1.4%	+8.9%	-6.9%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	+3.7%	+8.9%	-4.7%	+30.0%	➖ noise
19	datafusion:vortex-compact	-3.9%	+14.9%	-16.4%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	+30.5%	+14.9%	+13.6%	+30.0%	➖ noise
19	duckdb:vortex-compact	-4.5%	+14.9%	-16.9%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	-9.6%	+14.9%	-21.3%	+30.0%	➖ noise
20	datafusion:vortex-compact	-1.1%	+17.1%	-15.6%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	+40.7%	+17.1%	+20.1%	+30.0%	➖ noise
20	duckdb:vortex-compact	-5.8%	+17.1%	-19.6%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	-6.1%	+17.1%	-19.8%	+30.0%	➖ noise
21	datafusion:vortex-compact	+3.0%	+2.7%	+0.4%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	+7.1%	+2.7%	+4.3%	+30.0%	➖ noise
21	duckdb:vortex-compact	-7.7%	+2.7%	-10.1%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	-0.9%	+2.7%	-3.5%	+30.0%	➖ noise
22	datafusion:vortex-compact	-1.6%	+5.3%	-6.5%	+30.0%	➖ noise
22	datafusion:vortex-file-compressed	+18.4%	+5.3%	+12.5%	+30.0%	➖ noise
22	duckdb:vortex-compact	+7.0%	+5.3%	+1.6%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	-3.8%	+5.3%	-8.6%	+30.0%	➖ noise

[github-actions]

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -3.4%
Vortex (geomean): 1.023x ➖
Parquet (geomean): 1.059x ➖
Shifts: Parquet (control) +5.9% · Median polish +0.7%

---

datafusion / vortex-file-compressed (1.068x ➖, 0↑ 1↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	663205302	655958529	1.01
tpch_q02/datafusion:vortex-file-compressed	928759395	763337322	1.22
tpch_q03/datafusion:vortex-file-compressed	807764926	799397350	1.01
tpch_q04/datafusion:vortex-file-compressed	562905253	583570296	0.96
tpch_q05/datafusion:vortex-file-compressed	950893735	917470995	1.04
tpch_q06/datafusion:vortex-file-compressed	562388438	642354731	0.88
tpch_q07/datafusion:vortex-file-compressed	1053707452	1103465399	0.95
tpch_q08/datafusion:vortex-file-compressed	1183409058	1244968903	0.95
tpch_q09/datafusion:vortex-file-compressed	1471630822	1244761972	1.18
tpch_q10/datafusion:vortex-file-compressed	948005548	1046367613	0.91
tpch_q11/datafusion:vortex-file-compressed	556143152	526552010	1.06
tpch_q12/datafusion:vortex-file-compressed	1003180321	798706360	1.26
tpch_q13/datafusion:vortex-file-compressed	445860665	445430012	1.00
tpch_q14/datafusion:vortex-file-compressed	580751994	489363196	1.19
tpch_q15/datafusion:vortex-file-compressed	1069782843	928272047	1.15
tpch_q16/datafusion:vortex-file-compressed	408687214	383029427	1.07
tpch_q17/datafusion:vortex-file-compressed	1492354557	1148560500	1.30
tpch_q18/datafusion:vortex-file-compressed	1306431373	1290448123	1.01
tpch_q19/datafusion:vortex-file-compressed	812292615	785704905	1.03
tpch_q20/datafusion:vortex-file-compressed	865606307	799721908	1.08
tpch_q21/datafusion:vortex-file-compressed	1701253056	1609136357	1.06
tpch_q22/datafusion:vortex-file-compressed 🚨	473899524	355752554	1.33

datafusion / vortex-compact (1.007x ➖, 0↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	670356293	663552615	1.01
tpch_q02/datafusion:vortex-compact	599753657	601293846	1.00
tpch_q03/datafusion:vortex-compact	802952060	781897157	1.03
tpch_q04/datafusion:vortex-compact	474293069	554075991	0.86
tpch_q05/datafusion:vortex-compact	846943984	918742235	0.92
tpch_q06/datafusion:vortex-compact	560451991	612675450	0.91
tpch_q07/datafusion:vortex-compact	955087005	1050386721	0.91
tpch_q08/datafusion:vortex-compact	1086803876	1100261415	0.99
tpch_q09/datafusion:vortex-compact	1160015474	1338811638	0.87
tpch_q10/datafusion:vortex-compact	836219709	876254114	0.95
tpch_q11/datafusion:vortex-compact	412217510	394491967	1.04
tpch_q12/datafusion:vortex-compact	962296314	761896595	1.26
tpch_q13/datafusion:vortex-compact	412033380	391161952	1.05
tpch_q14/datafusion:vortex-compact	506497457	519105799	0.98
tpch_q15/datafusion:vortex-compact	908267268	903717541	1.01
tpch_q16/datafusion:vortex-compact	327701533	338128073	0.97
tpch_q17/datafusion:vortex-compact	1337959271	1107381308	1.21
tpch_q18/datafusion:vortex-compact	1246549166	1064753368	1.17
tpch_q19/datafusion:vortex-compact	772645647	715456943	1.08
tpch_q20/datafusion:vortex-compact	887654119	740751467	1.20
tpch_q21/datafusion:vortex-compact	1362501194	1356520307	1.00
tpch_q22/datafusion:vortex-compact	320712806	368679016	0.87

datafusion / parquet (1.166x ➖, 1↑ 2↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	861931070	819941449	1.05
tpch_q02/datafusion:parquet	878055837	732398438	1.20
tpch_q03/datafusion:parquet	1055641326	1014054737	1.04
tpch_q04/datafusion:parquet	554834764	448330671	1.24
tpch_q05/datafusion:parquet	1213805005	1128375028	1.08
tpch_q06/datafusion:parquet	520711786	540657606	0.96
tpch_q07/datafusion:parquet	1290046082	1168099831	1.10
tpch_q08/datafusion:parquet	1743980754	1463543547	1.19
tpch_q09/datafusion:parquet	2001648584	1626250448	1.23
tpch_q10/datafusion:parquet	2061532976	1998953589	1.03
tpch_q11/datafusion:parquet	470788417	532942256	0.88
tpch_q12/datafusion:parquet	694064056	783032973	0.89
tpch_q13/datafusion:parquet	747823628	792655288	0.94
tpch_q14/datafusion:parquet	789792568	809151972	0.98
tpch_q15/datafusion:parquet	1258979284	1515111006	0.83
tpch_q16/datafusion:parquet 🚀	371457843	532405190	0.70
tpch_q17/datafusion:parquet 🚨	5635712816	1359125769	4.15
tpch_q18/datafusion:parquet 🚨	5881487785	1624000678	3.62
tpch_q19/datafusion:parquet	867884210	839451798	1.03
tpch_q20/datafusion:parquet	1146799749	1076157219	1.07
tpch_q21/datafusion:parquet	2069140028	1616281429	1.28
tpch_q22/datafusion:parquet	767029190	649571033	1.18

duckdb / vortex-file-compressed (0.996x ➖, 0↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	618170336	622741928	0.99
tpch_q02/duckdb:vortex-file-compressed	1129621829	1145504989	0.99
tpch_q03/duckdb:vortex-file-compressed	876568993	910101875	0.96
tpch_q04/duckdb:vortex-file-compressed	828008807	748949322	1.11
tpch_q05/duckdb:vortex-file-compressed	1190286054	1110644871	1.07
tpch_q06/duckdb:vortex-file-compressed	537403579	597938350	0.90
tpch_q07/duckdb:vortex-file-compressed	1213799798	1230348909	0.99
tpch_q08/duckdb:vortex-file-compressed	1476935890	1412212063	1.05
tpch_q09/duckdb:vortex-file-compressed	1725705045	1649282110	1.05
tpch_q10/duckdb:vortex-file-compressed	1145732438	1127154462	1.02
tpch_q11/duckdb:vortex-file-compressed	672949152	728484292	0.92
tpch_q12/duckdb:vortex-file-compressed	1205094450	1181907010	1.02
tpch_q13/duckdb:vortex-file-compressed	971564899	871080793	1.12
tpch_q14/duckdb:vortex-file-compressed	695632623	654030068	1.06
tpch_q15/duckdb:vortex-file-compressed	509606007	526108808	0.97
tpch_q16/duckdb:vortex-file-compressed	373938064	427183386	0.88
tpch_q17/duckdb:vortex-file-compressed	958042905	934745473	1.02
tpch_q18/duckdb:vortex-file-compressed	903379798	936259199	0.96
tpch_q19/duckdb:vortex-file-compressed	807362523	809895265	1.00
tpch_q20/duckdb:vortex-file-compressed	1147650630	1182638138	0.97
tpch_q21/duckdb:vortex-file-compressed	1915459238	1881544153	1.02
tpch_q22/duckdb:vortex-file-compressed	396294915	439628347	0.90

duckdb / vortex-compact (1.022x ➖, 0↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	624069755	598227526	1.04
tpch_q02/duckdb:vortex-compact	1102706770	1007600225	1.09
tpch_q03/duckdb:vortex-compact	841934266	781611310	1.08
tpch_q04/duckdb:vortex-compact	550173604	600161206	0.92
tpch_q05/duckdb:vortex-compact	1130079011	1101619776	1.03
tpch_q06/duckdb:vortex-compact	574649674	520440486	1.10
tpch_q07/duckdb:vortex-compact	1167130865	1065365040	1.10
tpch_q08/duckdb:vortex-compact	1354284052	1333340304	1.02
tpch_q09/duckdb:vortex-compact	1589707652	1521089090	1.05
tpch_q10/duckdb:vortex-compact	1053199784	1029434304	1.02
tpch_q11/duckdb:vortex-compact	742295561	717536430	1.03
tpch_q12/duckdb:vortex-compact	1102637869	1013968552	1.09
tpch_q13/duckdb:vortex-compact	927975430	881210435	1.05
tpch_q14/duckdb:vortex-compact	676872513	644618046	1.05
tpch_q15/duckdb:vortex-compact	527511190	555640475	0.95
tpch_q16/duckdb:vortex-compact	439009835	430172134	1.02
tpch_q17/duckdb:vortex-compact	916002396	894616473	1.02
tpch_q18/duckdb:vortex-compact	804332957	887380760	0.91
tpch_q19/duckdb:vortex-compact	845407450	782286692	1.08
tpch_q20/duckdb:vortex-compact	1151987745	1199584473	0.96
tpch_q21/duckdb:vortex-compact	1673782020	1743329251	0.96
tpch_q22/duckdb:vortex-compact	472156582	495711320	0.95

duckdb / parquet (0.962x ➖, 0↑ 0↓)

name	PR 7a3b856 (ns)	base 2fa51e2 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	798607386	779119735	1.03
tpch_q02/duckdb:parquet	1291497038	1250281933	1.03
tpch_q03/duckdb:parquet	1592409883	1681539254	0.95
tpch_q04/duckdb:parquet	906942438	1020710096	0.89
tpch_q05/duckdb:parquet	1807502946	1760563254	1.03
tpch_q06/duckdb:parquet	710232409	877395792	0.81
tpch_q07/duckdb:parquet	1865766258	1952329126	0.96
tpch_q08/duckdb:parquet	2339740462	2429789519	0.96
tpch_q09/duckdb:parquet	2396040295	2468322466	0.97
tpch_q10/duckdb:parquet	2962581722	2996967029	0.99
tpch_q11/duckdb:parquet	894722036	902383033	0.99
tpch_q12/duckdb:parquet	1107807946	1168999916	0.95
tpch_q13/duckdb:parquet	1170131719	1261787309	0.93
tpch_q14/duckdb:parquet	1234720017	1267334759	0.97
tpch_q15/duckdb:parquet	872238117	940850608	0.93
tpch_q16/duckdb:parquet	906501584	899373930	1.01
tpch_q17/duckdb:parquet	1212336544	1261288363	0.96
tpch_q18/duckdb:parquet	1338962409	1400958919	0.96
tpch_q19/duckdb:parquet	1379259384	1468771105	0.94
tpch_q20/duckdb:parquet	1847971050	2052479032	0.90
tpch_q21/duckdb:parquet	1802831032	1831647437	0.98
tpch_q22/duckdb:parquet	1085353984	1011810750	1.07

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+1.0%	+3.8%	-2.7%	+72.0%	➖ noise
1	datafusion:vortex-file-compressed	+1.1%	+3.8%	-2.6%	+72.0%	➖ noise
1	duckdb:vortex-compact	+4.3%	+3.8%	+0.5%	+72.0%	➖ noise
1	duckdb:vortex-file-compressed	-0.7%	+3.8%	-4.4%	+72.0%	➖ noise
2	datafusion:vortex-compact	-0.3%	+11.3%	-10.4%	+72.0%	➖ noise
2	datafusion:vortex-file-compressed	+21.7%	+11.3%	+9.3%	+72.0%	➖ noise
2	duckdb:vortex-compact	+9.4%	+11.3%	-1.7%	+72.0%	➖ noise
2	duckdb:vortex-file-compressed	-1.4%	+11.3%	-11.4%	+72.0%	➖ noise
3	datafusion:vortex-compact	+2.7%	-0.7%	+3.4%	+72.0%	➖ noise
3	datafusion:vortex-file-compressed	+1.0%	-0.7%	+1.8%	+72.0%	➖ noise
3	duckdb:vortex-compact	+7.7%	-0.7%	+8.5%	+72.0%	➖ noise
3	duckdb:vortex-file-compressed	-3.7%	-0.7%	-3.0%	+72.0%	➖ noise
4	datafusion:vortex-compact	-14.4%	+4.9%	-18.4%	+72.0%	➖ noise
4	datafusion:vortex-file-compressed	-3.5%	+4.9%	-8.0%	+72.0%	➖ noise
4	duckdb:vortex-compact	-8.3%	+4.9%	-12.6%	+72.0%	➖ noise
4	duckdb:vortex-file-compressed	+10.6%	+4.9%	+5.4%	+72.0%	➖ noise
5	datafusion:vortex-compact	-7.8%	+5.1%	-12.3%	+72.0%	➖ noise
5	datafusion:vortex-file-compressed	+3.6%	+5.1%	-1.4%	+72.0%	➖ noise
5	duckdb:vortex-compact	+2.6%	+5.1%	-2.4%	+72.0%	➖ noise
5	duckdb:vortex-file-compressed	+7.2%	+5.1%	+2.0%	+72.0%	➖ noise
6	datafusion:vortex-compact	-8.5%	-11.7%	+3.6%	+72.0%	➖ noise
6	datafusion:vortex-file-compressed	-12.4%	-11.7%	-0.8%	+72.0%	➖ noise
6	duckdb:vortex-compact	+10.4%	-11.7%	+25.1%	+72.0%	➖ noise
6	duckdb:vortex-file-compressed	-10.1%	-11.7%	+1.8%	+72.0%	➖ noise
7	datafusion:vortex-compact	-9.1%	+2.7%	-11.5%	+72.0%	➖ noise
7	datafusion:vortex-file-compressed	-4.5%	+2.7%	-7.1%	+72.0%	➖ noise
7	duckdb:vortex-compact	+9.6%	+2.7%	+6.6%	+72.0%	➖ noise
7	duckdb:vortex-file-compressed	-1.3%	+2.7%	-4.0%	+72.0%	➖ noise
8	datafusion:vortex-compact	-1.2%	+7.1%	-7.8%	+72.0%	➖ noise
8	datafusion:vortex-file-compressed	-4.9%	+7.1%	-11.3%	+72.0%	➖ noise
8	duckdb:vortex-compact	+1.6%	+7.1%	-5.2%	+72.0%	➖ noise
8	duckdb:vortex-file-compressed	+4.6%	+7.1%	-2.4%	+72.0%	➖ noise
9	datafusion:vortex-compact	-13.4%	+9.3%	-20.7%	+72.0%	➖ noise
9	datafusion:vortex-file-compressed	+18.2%	+9.3%	+8.2%	+72.0%	➖ noise
9	duckdb:vortex-compact	+4.5%	+9.3%	-4.4%	+72.0%	➖ noise
9	duckdb:vortex-file-compressed	+4.6%	+9.3%	-4.3%	+72.0%	➖ noise
10	datafusion:vortex-compact	-4.6%	+1.0%	-5.5%	+72.0%	➖ noise
10	datafusion:vortex-file-compressed	-9.4%	+1.0%	-10.3%	+72.0%	➖ noise
10	duckdb:vortex-compact	+2.3%	+1.0%	+1.3%	+72.0%	➖ noise
10	duckdb:vortex-file-compressed	+1.6%	+1.0%	+0.7%	+72.0%	➖ noise
11	datafusion:vortex-compact	+4.5%	-6.4%	+11.7%	+72.0%	➖ noise
11	datafusion:vortex-file-compressed	+5.6%	-6.4%	+12.9%	+72.0%	➖ noise
11	duckdb:vortex-compact	+3.5%	-6.4%	+10.5%	+72.0%	➖ noise
11	duckdb:vortex-file-compressed	-7.6%	-6.4%	-1.3%	+72.0%	➖ noise
12	datafusion:vortex-compact	+26.3%	-8.3%	+37.8%	+72.0%	➖ noise
12	datafusion:vortex-file-compressed	+25.6%	-8.3%	+37.0%	+72.0%	➖ noise
12	duckdb:vortex-compact	+8.7%	-8.3%	+18.7%	+72.0%	➖ noise
12	duckdb:vortex-file-compressed	+2.0%	-8.3%	+11.3%	+72.0%	➖ noise
13	datafusion:vortex-compact	+5.3%	-6.5%	+12.6%	+72.0%	➖ noise
13	datafusion:vortex-file-compressed	+0.1%	-6.5%	+7.0%	+72.0%	➖ noise
13	duckdb:vortex-compact	+5.3%	-6.5%	+12.6%	+72.0%	➖ noise
13	duckdb:vortex-file-compressed	+11.5%	-6.5%	+19.2%	+72.0%	➖ noise
14	datafusion:vortex-compact	-2.4%	-2.5%	+0.1%	+72.0%	➖ noise
14	datafusion:vortex-file-compressed	+18.7%	-2.5%	+21.7%	+72.0%	➖ noise
14	duckdb:vortex-compact	+5.0%	-2.5%	+7.7%	+72.0%	➖ noise
14	duckdb:vortex-file-compressed	+6.4%	-2.5%	+9.1%	+72.0%	➖ noise
15	datafusion:vortex-compact	+0.5%	-12.2%	+14.5%	+72.0%	➖ noise
15	datafusion:vortex-file-compressed	+15.2%	-12.2%	+31.3%	+72.0%	➖ noise
15	duckdb:vortex-compact	-5.1%	-12.2%	+8.2%	+72.0%	➖ noise
15	duckdb:vortex-file-compressed	-3.1%	-12.2%	+10.4%	+72.0%	➖ noise
16	datafusion:vortex-compact	-3.1%	-16.1%	+15.6%	+72.0%	➖ noise
16	datafusion:vortex-file-compressed	+6.7%	-16.1%	+27.2%	+72.0%	➖ noise
16	duckdb:vortex-compact	+2.1%	-16.1%	+21.7%	+72.0%	➖ noise
16	duckdb:vortex-file-compressed	-12.5%	-16.1%	+4.4%	+72.0%	➖ noise
17	datafusion:vortex-compact	+20.8%	+99.6%	-39.5%	+72.0%	➖ noise
17	datafusion:vortex-file-compressed	+29.9%	+99.6%	-34.9%	+72.0%	➖ noise
17	duckdb:vortex-compact	+2.4%	+99.6%	-48.7%	+72.0%	✅ faster
17	duckdb:vortex-file-compressed	+2.5%	+99.6%	-48.7%	+72.0%	✅ faster
18	datafusion:vortex-compact	+17.1%	+86.0%	-37.1%	+72.0%	➖ noise
18	datafusion:vortex-file-compressed	+1.2%	+86.0%	-45.6%	+72.0%	✅ faster
18	duckdb:vortex-compact	-9.4%	+86.0%	-51.3%	+72.0%	✅ faster
18	duckdb:vortex-file-compressed	-3.5%	+86.0%	-48.1%	+72.0%	✅ faster
19	datafusion:vortex-compact	+8.0%	-1.5%	+9.6%	+72.0%	➖ noise
19	datafusion:vortex-file-compressed	+3.4%	-1.5%	+4.9%	+72.0%	➖ noise
19	duckdb:vortex-compact	+8.1%	-1.5%	+9.7%	+72.0%	➖ noise
19	duckdb:vortex-file-compressed	-0.3%	-1.5%	+1.2%	+72.0%	➖ noise
20	datafusion:vortex-compact	+19.8%	-2.0%	+22.3%	+72.0%	➖ noise
20	datafusion:vortex-file-compressed	+8.2%	-2.0%	+10.5%	+72.0%	➖ noise
20	duckdb:vortex-compact	-4.0%	-2.0%	-2.0%	+72.0%	➖ noise
20	duckdb:vortex-file-compressed	-3.0%	-2.0%	-0.9%	+72.0%	➖ noise
21	datafusion:vortex-compact	+0.4%	+12.3%	-10.5%	+72.0%	➖ noise
21	datafusion:vortex-file-compressed	+5.7%	+12.3%	-5.8%	+72.0%	➖ noise
21	duckdb:vortex-compact	-4.0%	+12.3%	-14.5%	+72.0%	➖ noise
21	duckdb:vortex-file-compressed	+1.8%	+12.3%	-9.3%	+72.0%	➖ noise
22	datafusion:vortex-compact	-13.0%	+12.5%	-22.7%	+72.0%	➖ noise
22	datafusion:vortex-file-compressed	+33.2%	+12.5%	+18.4%	+72.0%	➖ noise
22	duckdb:vortex-compact	-4.8%	+12.5%	-15.4%	+72.0%	➖ noise
22	duckdb:vortex-file-compressed	-9.9%	+12.5%	-19.9%	+72.0%	➖ noise

[joseph-isaacs]

Diff size of and bin using this with and without the compare+bitpack

[github-actions]

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