more succinct benchmark summaries

[lwwmanning]

Summary

Closes: #000

Testing

[github-actions]

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	0c882e6		1	Explore Profiling Data

Previous Runs (3)

Status	Commit	Job	Attempt	Link
🟢 Done	8a7b9d1		1	Explore Profiling Data
🟢 Done	8095fdd		1	Explore Profiling Data
🟢 Done	db8c8d3		1	Explore Profiling Data

---

Powered by Polar Signals Cloud

[github-actions]

Benchmarks: PolarSignals Profiling

Vortex (geomean): 1.009x ➖

---

datafusion / vortex-file-compressed (1.009x ➖, 0↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	116690139	115020787	1.01
polarsignals_q01/datafusion:vortex-file-compressed	352147474	350266542	1.01
polarsignals_q02/datafusion:vortex-file-compressed	21015049	21849357	0.96
polarsignals_q03/datafusion:vortex-file-compressed	347526532	354372013	0.98
polarsignals_q04/datafusion:vortex-file-compressed	12802549	11996383	1.07
polarsignals_q05/datafusion:vortex-file-compressed	16758225	15973788	1.05
polarsignals_q06/datafusion:vortex-file-compressed	19912979	19887319	1.00
polarsignals_q07/datafusion:vortex-file-compressed	12681904	12643909	1.00
polarsignals_q08/datafusion:vortex-file-compressed	438344989	428203218	1.02
polarsignals_q09/datafusion:vortex-file-compressed	10589781	10711031	0.99

[github-actions]

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.8%
Vortex (geomean): 1.027x ➖
Parquet (geomean): 1.008x ➖
Shifts: Parquet (control) +0.8% · Median polish +0.7%

---

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

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	53170040	51725530	1.03
tpch_q02/datafusion:vortex-file-compressed	50510579	50636803	1.00
tpch_q03/datafusion:vortex-file-compressed	27342760	27319634	1.00
tpch_q04/datafusion:vortex-file-compressed	18747269	19022414	0.99
tpch_q05/datafusion:vortex-file-compressed	75397758	78328562	0.96
tpch_q06/datafusion:vortex-file-compressed	10218175	10303718	0.99
tpch_q07/datafusion:vortex-file-compressed	89186599	89254809	1.00
tpch_q08/datafusion:vortex-file-compressed	67490544	64827918	1.04
tpch_q09/datafusion:vortex-file-compressed	87692788	88264355	0.99
tpch_q10/datafusion:vortex-file-compressed	74380621	78934827	0.94
tpch_q11/datafusion:vortex-file-compressed	18983577	17618085	1.08
tpch_q12/datafusion:vortex-file-compressed	34336125	34455774	1.00
tpch_q13/datafusion:vortex-file-compressed	27269331	28582143	0.95
tpch_q14/datafusion:vortex-file-compressed	28963057	27225426	1.06
tpch_q15/datafusion:vortex-file-compressed	24531128	25620447	0.96
tpch_q16/datafusion:vortex-file-compressed	34018613	34402299	0.99
tpch_q17/datafusion:vortex-file-compressed	77433575	76685557	1.01
tpch_q18/datafusion:vortex-file-compressed	101614415	103024796	0.99
tpch_q19/datafusion:vortex-file-compressed	35474121	36591259	0.97
tpch_q20/datafusion:vortex-file-compressed	47630338	49208058	0.97
tpch_q21/datafusion:vortex-file-compressed	92378568	94306768	0.98
tpch_q22/datafusion:vortex-file-compressed	14580075	14629362	1.00

datafusion / vortex-compact (1.037x ➖, 0↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	63225825	59159586	1.07
tpch_q02/datafusion:vortex-compact	56340342	55068180	1.02
tpch_q03/datafusion:vortex-compact	33687560	32171473	1.05
tpch_q04/datafusion:vortex-compact	23947143	22871031	1.05
tpch_q05/datafusion:vortex-compact	84703422	83048384	1.02
tpch_q06/datafusion:vortex-compact	14223648	13796537	1.03
tpch_q07/datafusion:vortex-compact	98679006	96027183	1.03
tpch_q08/datafusion:vortex-compact	76111628	74793634	1.02
tpch_q09/datafusion:vortex-compact	99691932	93080742	1.07
tpch_q10/datafusion:vortex-compact	83144888	79888276	1.04
tpch_q11/datafusion:vortex-compact	21572954	20581729	1.05
tpch_q12/datafusion:vortex-compact	45807289	43908398	1.04
tpch_q13/datafusion:vortex-compact	37737591	35858295	1.05
tpch_q14/datafusion:vortex-compact	31487086	32969758	0.96
tpch_q15/datafusion:vortex-compact	35283581	32498427	1.09
tpch_q16/datafusion:vortex-compact	40882591	41111749	0.99
tpch_q17/datafusion:vortex-compact	82360725	80828583	1.02
tpch_q18/datafusion:vortex-compact	121712615	111110347	1.10
tpch_q19/datafusion:vortex-compact	47726920	49545355	0.96
tpch_q20/datafusion:vortex-compact	57795895	54116703	1.07
tpch_q21/datafusion:vortex-compact	111703268	106139041	1.05
tpch_q22/datafusion:vortex-compact	16191602	15450046	1.05

datafusion / parquet (0.999x ➖, 0↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	146321534	149419580	0.98
tpch_q02/datafusion:parquet	82169832	80955685	1.01
tpch_q03/datafusion:parquet	88056810	87009895	1.01
tpch_q04/datafusion:parquet	52931228	53717346	0.99
tpch_q05/datafusion:parquet	158613825	163836732	0.97
tpch_q06/datafusion:parquet	36217910	38863930	0.93
tpch_q07/datafusion:parquet	179671005	180304806	1.00
tpch_q08/datafusion:parquet	159008949	166221736	0.96
tpch_q09/datafusion:parquet	209937139	209849831	1.00
tpch_q10/datafusion:parquet	185673816	189950875	0.98
tpch_q11/datafusion:parquet	60151368	58769012	1.02
tpch_q12/datafusion:parquet	119430394	117546076	1.02
tpch_q13/datafusion:parquet	204516923	198742732	1.03
tpch_q14/datafusion:parquet	77294947	80503452	0.96
tpch_q15/datafusion:parquet	70354602	65075834	1.08
tpch_q16/datafusion:parquet	55863354	54334953	1.03
tpch_q17/datafusion:parquet	180870057	180429137	1.00
tpch_q18/datafusion:parquet	229006763	228551906	1.00
tpch_q19/datafusion:parquet	102510197	105488155	0.97
tpch_q20/datafusion:parquet	120242930	118752356	1.01
tpch_q21/datafusion:parquet	171995637	180060902	0.96
tpch_q22/datafusion:parquet	44183487	40814948	1.08

datafusion / arrow (0.993x ➖, 1↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow 🚀	59763606	71116265	0.84
tpch_q02/datafusion:arrow	23337141	23845015	0.98
tpch_q03/datafusion:arrow	37210566	36445121	1.02
tpch_q04/datafusion:arrow	30634412	30250876	1.01
tpch_q05/datafusion:arrow	90728199	93247956	0.97
tpch_q06/datafusion:arrow	22311364	22179913	1.01
tpch_q07/datafusion:arrow	181780549	172618719	1.05
tpch_q08/datafusion:arrow	50035841	47120528	1.06
tpch_q09/datafusion:arrow	75677939	76039215	1.00
tpch_q10/datafusion:arrow	57665992	56757736	1.02
tpch_q11/datafusion:arrow	12074333	12282426	0.98
tpch_q12/datafusion:arrow	57044435	58054839	0.98
tpch_q13/datafusion:arrow	52726115	51539769	1.02
tpch_q14/datafusion:arrow	25631098	25330460	1.01
tpch_q15/datafusion:arrow	50390947	52192824	0.97
tpch_q16/datafusion:arrow	24312074	25775878	0.94
tpch_q17/datafusion:arrow	82844930	89850108	0.92
tpch_q18/datafusion:arrow	158424153	163351330	0.97
tpch_q19/datafusion:arrow	41760822	39540789	1.06
tpch_q20/datafusion:arrow	42064094	40456937	1.04
tpch_q21/datafusion:arrow	236334636	227681622	1.04
tpch_q22/datafusion:arrow	20437588	21059186	0.97

duckdb / vortex-file-compressed (1.063x ➖, 0↑ 10↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	32584110	32009882	1.02
tpch_q02/duckdb:vortex-file-compressed	27780191	28033320	0.99
tpch_q03/duckdb:vortex-file-compressed	30072447	30520681	0.99
tpch_q04/duckdb:vortex-file-compressed	29141222	29218805	1.00
tpch_q05/duckdb:vortex-file-compressed	33179292	34819557	0.95
tpch_q06/duckdb:vortex-file-compressed	10411806	10643312	0.98
tpch_q07/duckdb:vortex-file-compressed	36760362	36847465	1.00
tpch_q08/duckdb:vortex-file-compressed	41456586	40722240	1.02
tpch_q09/duckdb:vortex-file-compressed	78558723	78252105	1.00
tpch_q10/duckdb:vortex-file-compressed	34878164	36854499	0.95
tpch_q11/duckdb:vortex-file-compressed	14784223	15679951	0.94
tpch_q12/duckdb:vortex-file-compressed 🚨	24910695	22000776	1.13
tpch_q13/duckdb:vortex-file-compressed	39453047	37473543	1.05
tpch_q14/duckdb:vortex-file-compressed 🚨	24977144	21387528	1.17
tpch_q15/duckdb:vortex-file-compressed 🚨	17738736	15700712	1.13
tpch_q16/duckdb:vortex-file-compressed 🚨	32862815	29021929	1.13
tpch_q17/duckdb:vortex-file-compressed 🚨	28833212	24324156	1.19
tpch_q18/duckdb:vortex-file-compressed 🚨	55549315	46822320	1.19
tpch_q19/duckdb:vortex-file-compressed 🚨	38230646	32491280	1.18
tpch_q20/duckdb:vortex-file-compressed 🚨	39828650	34313588	1.16
tpch_q21/duckdb:vortex-file-compressed 🚨	118814050	103277242	1.15
tpch_q22/duckdb:vortex-file-compressed 🚨	20683111	17789460	1.16

duckdb / vortex-compact (1.013x ➖, 0↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	42549101	39633937	1.07
tpch_q02/duckdb:vortex-compact	37428281	37250399	1.00
tpch_q03/duckdb:vortex-compact	31547319	31935527	0.99
tpch_q04/duckdb:vortex-compact	35150205	33649372	1.04
tpch_q05/duckdb:vortex-compact	39385565	38150116	1.03
tpch_q06/duckdb:vortex-compact	16246074	15282305	1.06
tpch_q07/duckdb:vortex-compact	45196093	43579639	1.04
tpch_q08/duckdb:vortex-compact	46610546	46298723	1.01
tpch_q09/duckdb:vortex-compact	88174201	91887804	0.96
tpch_q10/duckdb:vortex-compact	41907150	40959317	1.02
tpch_q11/duckdb:vortex-compact	19731276	20084490	0.98
tpch_q12/duckdb:vortex-compact	38249847	37723128	1.01
tpch_q13/duckdb:vortex-compact	47422684	46568232	1.02
tpch_q14/duckdb:vortex-compact	31008782	30181654	1.03
tpch_q15/duckdb:vortex-compact	19609654	19581030	1.00
tpch_q16/duckdb:vortex-compact	36442082	37835662	0.96
tpch_q17/duckdb:vortex-compact	30588529	30639338	1.00
tpch_q18/duckdb:vortex-compact	50085639	51201190	0.98
tpch_q19/duckdb:vortex-compact	38542225	38626001	1.00
tpch_q20/duckdb:vortex-compact	45976422	44252653	1.04
tpch_q21/duckdb:vortex-compact	114236874	109130134	1.05
tpch_q22/duckdb:vortex-compact	20529245	20473282	1.00

duckdb / parquet (1.017x ➖, 2↑ 3↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	77283906	80250170	0.96
tpch_q02/duckdb:parquet	39676872	38925442	1.02
tpch_q03/duckdb:parquet	70006265	68871236	1.02
tpch_q04/duckdb:parquet 🚀	47971638	55779666	0.86
tpch_q05/duckdb:parquet	69817123	66407682	1.05
tpch_q06/duckdb:parquet 🚨	28174984	20562834	1.37
tpch_q07/duckdb:parquet	70641850	75992232	0.93
tpch_q08/duckdb:parquet	81866830	80208669	1.02
tpch_q09/duckdb:parquet	158375209	154659678	1.02
tpch_q10/duckdb:parquet 🚨	145833390	126743190	1.15
tpch_q11/duckdb:parquet	23729896	22009754	1.08
tpch_q12/duckdb:parquet	47012046	49571713	0.95
tpch_q13/duckdb:parquet	273399486	260852636	1.05
tpch_q14/duckdb:parquet	48927660	48955462	1.00
tpch_q15/duckdb:parquet	23662684	24067817	0.98
tpch_q16/duckdb:parquet	56501523	54523084	1.04
tpch_q17/duckdb:parquet 🚨	54002927	48448402	1.11
tpch_q18/duckdb:parquet	118056901	122778620	0.96
tpch_q19/duckdb:parquet	73108789	68415260	1.07
tpch_q20/duckdb:parquet 🚀	63601605	76031518	0.84
tpch_q21/duckdb:parquet	179642404	177110850	1.01
tpch_q22/duckdb:parquet	52078909	52356683	0.99

duckdb / duckdb (0.997x ➖, 0↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	16152101	15934759	1.01
tpch_q02/duckdb:duckdb	12354844	11946861	1.03
tpch_q03/duckdb:duckdb	19018849	19168504	0.99
tpch_q04/duckdb:duckdb	18988938	18369837	1.03
tpch_q05/duckdb:duckdb	19616732	20638432	0.95
tpch_q06/duckdb:duckdb	5230399	5263426	0.99
tpch_q07/duckdb:duckdb	22151365	23282096	0.95
tpch_q08/duckdb:duckdb	20552479	20486829	1.00
tpch_q09/duckdb:duckdb	51593251	51908415	0.99
tpch_q10/duckdb:duckdb	41955242	42951730	0.98
tpch_q11/duckdb:duckdb	5778387	5513271	1.05
tpch_q12/duckdb:duckdb	14038939	13759020	1.02
tpch_q13/duckdb:duckdb	37807329	36412885	1.04
tpch_q14/duckdb:duckdb	16923660	17998675	0.94
tpch_q15/duckdb:duckdb	12036641	11629287	1.04
tpch_q16/duckdb:duckdb	21728368	21791761	1.00
tpch_q17/duckdb:duckdb	13146693	14044316	0.94
tpch_q18/duckdb:duckdb	38269558	37666464	1.02
tpch_q19/duckdb:duckdb	26946764	26218491	1.03
tpch_q20/duckdb:duckdb	22621505	23049141	0.98
tpch_q21/duckdb:duckdb	53938735	55420166	0.97
tpch_q22/duckdb:duckdb	23824727	24241310	0.98

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-16.0%	-2.9%	-13.5%	+26.2%	➖ noise
1	datafusion:vortex-compact	+6.9%	-2.9%	+10.1%	+24.7%	➖ noise
1	datafusion:vortex-file-compressed	+2.8%	-2.9%	+5.8%	+24.4%	➖ noise
1	duckdb:duckdb	+1.4%	-2.9%	+4.4%	+24.0%	➖ noise
1	duckdb:vortex-compact	+7.4%	-2.9%	+10.5%	+23.7%	➖ noise
1	duckdb:vortex-file-compressed	+1.8%	-2.9%	+4.8%	+24.3%	➖ noise
2	datafusion:arrow	-2.1%	+1.7%	-3.8%	+12.8%	➖ noise
2	datafusion:vortex-compact	+2.3%	+1.7%	+0.6%	+12.8%	➖ noise
2	datafusion:vortex-file-compressed	-0.2%	+1.7%	-1.9%	+12.8%	➖ noise
2	duckdb:duckdb	+3.4%	+1.7%	+1.7%	+12.8%	➖ noise
2	duckdb:vortex-compact	+0.5%	+1.7%	-1.2%	+12.8%	➖ noise
2	duckdb:vortex-file-compressed	-0.9%	+1.7%	-2.6%	+12.8%	➖ noise
3	datafusion:arrow	+2.1%	+1.4%	+0.7%	+12.8%	➖ noise
3	datafusion:vortex-compact	+4.7%	+1.4%	+3.2%	+13.2%	➖ noise
3	datafusion:vortex-file-compressed	+0.1%	+1.4%	-1.3%	+14.8%	➖ noise
3	duckdb:duckdb	-0.8%	+1.4%	-2.2%	+14.8%	➖ noise
3	duckdb:vortex-compact	-1.2%	+1.4%	-2.6%	+14.9%	➖ noise
3	duckdb:vortex-file-compressed	-1.5%	+1.4%	-2.9%	+15.5%	➖ noise
4	datafusion:arrow	+1.3%	-7.9%	+10.0%	+12.8%	➖ noise
4	datafusion:vortex-compact	+4.7%	-7.9%	+13.7%	+12.8%	🚨 regression
4	datafusion:vortex-file-compressed	-1.4%	-7.9%	+7.1%	+12.8%	➖ noise
4	duckdb:duckdb	+3.4%	-7.9%	+12.3%	+12.8%	➖ noise
4	duckdb:vortex-compact	+4.5%	-7.9%	+13.5%	+12.8%	🚨 regression
4	duckdb:vortex-file-compressed	-0.3%	-7.9%	+8.3%	+14.1%	➖ noise
5	datafusion:arrow	-2.7%	+0.9%	-3.6%	+12.8%	➖ noise
5	datafusion:vortex-compact	+2.0%	+0.9%	+1.1%	+12.8%	➖ noise
5	datafusion:vortex-file-compressed	-3.7%	+0.9%	-4.6%	+12.8%	➖ noise
5	duckdb:duckdb	-5.0%	+0.9%	-5.8%	+13.1%	➖ noise
5	duckdb:vortex-compact	+3.2%	+0.9%	+2.3%	+12.8%	➖ noise
5	duckdb:vortex-file-compressed	-4.7%	+0.9%	-5.5%	+12.8%	➖ noise
6	datafusion:arrow	+0.6%	+13.0%	-11.0%	+24.9%	➖ noise
6	datafusion:vortex-compact	+3.1%	+13.0%	-8.8%	+25.2%	➖ noise
6	datafusion:vortex-file-compressed	-0.8%	+13.0%	-12.2%	+26.8%	➖ noise
6	duckdb:duckdb	-0.6%	+13.0%	-12.1%	+29.1%	➖ noise
6	duckdb:vortex-compact	+6.3%	+13.0%	-5.9%	+26.4%	➖ noise
6	duckdb:vortex-file-compressed	-2.2%	+13.0%	-13.4%	+25.1%	➖ noise
7	datafusion:arrow	+5.3%	-3.8%	+9.4%	+12.8%	➖ noise
7	datafusion:vortex-compact	+2.8%	-3.8%	+6.8%	+12.8%	➖ noise
7	datafusion:vortex-file-compressed	-0.1%	-3.8%	+3.8%	+12.8%	➖ noise
7	duckdb:duckdb	-4.9%	-3.8%	-1.1%	+16.5%	➖ noise
7	duckdb:vortex-compact	+3.7%	-3.8%	+7.8%	+12.8%	➖ noise
7	duckdb:vortex-file-compressed	-0.2%	-3.8%	+3.7%	+12.8%	➖ noise
8	datafusion:arrow	+6.2%	-1.2%	+7.5%	+12.8%	➖ noise
8	datafusion:vortex-compact	+1.8%	-1.2%	+3.0%	+12.8%	➖ noise
8	datafusion:vortex-file-compressed	+4.1%	-1.2%	+5.4%	+12.8%	➖ noise
8	duckdb:duckdb	+0.3%	-1.2%	+1.5%	+15.6%	➖ noise
8	duckdb:vortex-compact	+0.7%	-1.2%	+1.9%	+12.8%	➖ noise
8	duckdb:vortex-file-compressed	+1.8%	-1.2%	+3.0%	+12.8%	➖ noise
9	datafusion:arrow	-0.5%	+1.2%	-1.7%	+12.8%	➖ noise
9	datafusion:vortex-compact	+7.1%	+1.2%	+5.8%	+12.8%	➖ noise
9	datafusion:vortex-file-compressed	-0.6%	+1.2%	-1.8%	+12.8%	➖ noise
9	duckdb:duckdb	-0.6%	+1.2%	-1.8%	+14.6%	➖ noise
9	duckdb:vortex-compact	-4.0%	+1.2%	-5.2%	+12.8%	➖ noise
9	duckdb:vortex-file-compressed	+0.4%	+1.2%	-0.8%	+12.8%	➖ noise
10	datafusion:arrow	+1.6%	+6.1%	-4.2%	+12.8%	➖ noise
10	datafusion:vortex-compact	+4.1%	+6.1%	-1.9%	+12.8%	➖ noise
10	datafusion:vortex-file-compressed	-5.8%	+6.1%	-11.1%	+13.0%	➖ noise
10	duckdb:duckdb	-2.3%	+6.1%	-7.9%	+16.7%	➖ noise
10	duckdb:vortex-compact	+2.3%	+6.1%	-3.5%	+12.8%	➖ noise
10	duckdb:vortex-file-compressed	-5.4%	+6.1%	-10.8%	+12.8%	➖ noise
11	datafusion:arrow	-1.7%	+5.0%	-6.4%	+12.9%	➖ noise
11	datafusion:vortex-compact	+4.8%	+5.0%	-0.2%	+12.8%	➖ noise
11	datafusion:vortex-file-compressed	+7.8%	+5.0%	+2.6%	+13.1%	➖ noise
11	duckdb:duckdb	+4.8%	+5.0%	-0.2%	+14.0%	➖ noise
11	duckdb:vortex-compact	-1.8%	+5.0%	-6.5%	+12.8%	➖ noise
11	duckdb:vortex-file-compressed	-5.7%	+5.0%	-10.2%	+12.8%	➖ noise
12	datafusion:arrow	-1.7%	-1.8%	+0.1%	+14.5%	➖ noise
12	datafusion:vortex-compact	+4.3%	-1.8%	+6.3%	+14.8%	➖ noise
12	datafusion:vortex-file-compressed	-0.3%	-1.8%	+1.5%	+13.4%	➖ noise
12	duckdb:duckdb	+2.0%	-1.8%	+3.9%	+15.3%	➖ noise
12	duckdb:vortex-compact	+1.4%	-1.8%	+3.3%	+13.9%	➖ noise
12	duckdb:vortex-file-compressed	+13.2%	-1.8%	+15.3%	+15.3%	🚨 regression
13	datafusion:arrow	+2.3%	+3.9%	-1.5%	+12.8%	➖ noise
13	datafusion:vortex-compact	+5.2%	+3.9%	+1.3%	+12.8%	➖ noise
13	datafusion:vortex-file-compressed	-4.6%	+3.9%	-8.1%	+12.8%	➖ noise
13	duckdb:duckdb	+3.8%	+3.9%	-0.0%	+12.8%	➖ noise
13	duckdb:vortex-compact	+1.8%	+3.9%	-1.9%	+12.8%	➖ noise
13	duckdb:vortex-file-compressed	+5.3%	+3.9%	+1.4%	+12.8%	➖ noise
14	datafusion:arrow	+1.2%	-2.0%	+3.3%	+12.8%	➖ noise
14	datafusion:vortex-compact	-4.5%	-2.0%	-2.5%	+15.6%	➖ noise
14	datafusion:vortex-file-compressed	+6.4%	-2.0%	+8.6%	+13.6%	➖ noise
14	duckdb:duckdb	-6.0%	-2.0%	-4.0%	+20.7%	➖ noise
14	duckdb:vortex-compact	+2.7%	-2.0%	+4.9%	+13.1%	➖ noise
14	duckdb:vortex-file-compressed	+16.8%	-2.0%	+19.2%	+12.9%	🚨 regression
15	datafusion:arrow	-3.5%	+3.1%	-6.4%	+16.3%	➖ noise
15	datafusion:vortex-compact	+8.6%	+3.1%	+5.3%	+16.5%	➖ noise
15	datafusion:vortex-file-compressed	-4.3%	+3.1%	-7.1%	+18.4%	➖ noise
15	duckdb:duckdb	+3.5%	+3.1%	+0.4%	+17.1%	➖ noise
15	duckdb:vortex-compact	+0.1%	+3.1%	-2.9%	+15.9%	➖ noise
15	duckdb:vortex-file-compressed	+13.0%	+3.1%	+9.6%	+15.7%	➖ noise
16	datafusion:arrow	-5.7%	+3.2%	-8.6%	+12.8%	➖ noise
16	datafusion:vortex-compact	-0.6%	+3.2%	-3.7%	+12.8%	➖ noise
16	datafusion:vortex-file-compressed	-1.1%	+3.2%	-4.2%	+12.8%	➖ noise
16	duckdb:duckdb	-0.3%	+3.2%	-3.4%	+17.1%	➖ noise
16	duckdb:vortex-compact	-3.7%	+3.2%	-6.7%	+12.8%	➖ noise
16	duckdb:vortex-file-compressed	+13.2%	+3.2%	+9.7%	+12.8%	➖ noise
17	datafusion:arrow	-7.8%	+5.7%	-12.8%	+13.0%	✅ faster
17	datafusion:vortex-compact	+1.9%	+5.7%	-3.6%	+12.8%	➖ noise
17	datafusion:vortex-file-compressed	+1.0%	+5.7%	-4.5%	+13.0%	➖ noise
17	duckdb:duckdb	-6.4%	+5.7%	-11.4%	+14.8%	➖ noise
17	duckdb:vortex-compact	-0.2%	+5.7%	-5.6%	+14.4%	➖ noise
17	duckdb:vortex-file-compressed	+18.5%	+5.7%	+12.1%	+15.5%	➖ noise
18	datafusion:arrow	-3.0%	-1.8%	-1.2%	+12.8%	➖ noise
18	datafusion:vortex-compact	+9.5%	-1.8%	+11.6%	+12.8%	➖ noise
18	datafusion:vortex-file-compressed	-1.4%	-1.8%	+0.5%	+12.8%	➖ noise
18	duckdb:duckdb	+1.6%	-1.8%	+3.5%	+12.8%	➖ noise
18	duckdb:vortex-compact	-2.2%	-1.8%	-0.3%	+12.8%	➖ noise
18	duckdb:vortex-file-compressed	+18.6%	-1.8%	+20.9%	+13.1%	🚨 regression
19	datafusion:arrow	+5.6%	+1.9%	+3.6%	+15.9%	➖ noise
19	datafusion:vortex-compact	-3.7%	+1.9%	-5.5%	+19.6%	➖ noise
19	datafusion:vortex-file-compressed	-3.1%	+1.9%	-4.9%	+20.7%	➖ noise
19	duckdb:duckdb	+2.8%	+1.9%	+0.9%	+19.2%	➖ noise
19	duckdb:vortex-compact	-0.2%	+1.9%	-2.1%	+15.2%	➖ noise
19	duckdb:vortex-file-compressed	+17.7%	+1.9%	+15.5%	+18.8%	➖ noise
20	datafusion:arrow	+4.0%	-8.0%	+13.0%	+12.8%	🚨 regression
20	datafusion:vortex-compact	+6.8%	-8.0%	+16.0%	+12.8%	🚨 regression
20	datafusion:vortex-file-compressed	-3.2%	-8.0%	+5.2%	+12.8%	➖ noise
20	duckdb:duckdb	-1.9%	-8.0%	+6.6%	+12.8%	➖ noise
20	duckdb:vortex-compact	+3.9%	-8.0%	+12.9%	+15.5%	➖ noise
20	duckdb:vortex-file-compressed	+16.1%	-8.0%	+26.1%	+15.5%	🚨 regression
21	datafusion:arrow	+3.8%	-1.6%	+5.5%	+12.8%	➖ noise
21	datafusion:vortex-compact	+5.2%	-1.6%	+6.9%	+12.8%	➖ noise
21	datafusion:vortex-file-compressed	-2.0%	-1.6%	-0.5%	+12.8%	➖ noise
21	duckdb:duckdb	-2.7%	-1.6%	-1.1%	+12.8%	➖ noise
21	duckdb:vortex-compact	+4.7%	-1.6%	+6.3%	+12.8%	➖ noise
21	duckdb:vortex-file-compressed	+15.0%	-1.6%	+16.9%	+12.8%	🚨 regression
22	datafusion:arrow	-3.0%	+3.8%	-6.5%	+23.4%	➖ noise
22	datafusion:vortex-compact	+4.8%	+3.8%	+1.0%	+12.8%	➖ noise
22	datafusion:vortex-file-compressed	-0.3%	+3.8%	-4.0%	+12.8%	➖ noise
22	duckdb:duckdb	-1.7%	+3.8%	-5.3%	+12.8%	➖ noise
22	duckdb:vortex-compact	+0.3%	+3.8%	-3.4%	+12.8%	➖ noise
22	duckdb:vortex-file-compressed	+16.3%	+3.8%	+12.0%	+12.8%	➖ noise

[github-actions]

Benchmarks: FineWeb NVMe

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.3%
Vortex (geomean): 0.994x ➖
Parquet (geomean): 0.997x ➖
Shifts: Parquet (control) -0.3% · Median polish -0.3%

---

datafusion / vortex-file-compressed (1.014x ➖, 2↑ 1↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚀	4559841	5235071	0.87
fineweb_q01/datafusion:vortex-file-compressed	26947913	26467242	1.02
fineweb_q02/datafusion:vortex-file-compressed	28376359	27692767	1.02
fineweb_q03/datafusion:vortex-file-compressed 🚀	77017616	86468587	0.89
fineweb_q04/datafusion:vortex-file-compressed	244718489	226432404	1.08
fineweb_q05/datafusion:vortex-file-compressed	200701748	199575697	1.01
fineweb_q06/datafusion:vortex-file-compressed	69881945	67278767	1.04
fineweb_q07/datafusion:vortex-file-compressed	69985240	66912331	1.05
fineweb_q08/datafusion:vortex-file-compressed 🚨	29299754	24733609	1.18

datafusion / vortex-compact (0.988x ➖, 1↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	4451690	4124470	1.08
fineweb_q01/datafusion:vortex-compact	162811511	161383438	1.01
fineweb_q02/datafusion:vortex-compact	161750001	162767861	0.99
fineweb_q03/datafusion:vortex-compact	1436617416	1437238490	1.00
fineweb_q04/datafusion:vortex-compact	1552494006	1570850402	0.99
fineweb_q05/datafusion:vortex-compact	1225357474	1231855473	0.99
fineweb_q06/datafusion:vortex-compact	696589594	695590372	1.00
fineweb_q07/datafusion:vortex-compact	729904405	721951437	1.01
fineweb_q08/datafusion:vortex-compact 🚀	20356569	24331200	0.84

datafusion / parquet (0.987x ➖, 0↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	5828473	6419543	0.91
fineweb_q01/datafusion:parquet	268798905	273340356	0.98
fineweb_q02/datafusion:parquet	271984240	274328220	0.99
fineweb_q03/datafusion:parquet	278793749	271431319	1.03
fineweb_q04/datafusion:parquet	287488583	284561641	1.01
fineweb_q05/datafusion:parquet	282597082	277413605	1.02
fineweb_q06/datafusion:parquet	274284666	285033164	0.96
fineweb_q07/datafusion:parquet	268700376	271079098	0.99
fineweb_q08/datafusion:parquet	265074835	266749448	0.99

duckdb / vortex-file-compressed (0.984x ➖, 1↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	3271537	3169900	1.03
fineweb_q01/duckdb:vortex-file-compressed 🚀	26428933	29853819	0.89
fineweb_q02/duckdb:vortex-file-compressed	27651531	26200956	1.06
fineweb_q03/duckdb:vortex-file-compressed	146928180	139056065	1.06
fineweb_q04/duckdb:vortex-file-compressed	208553647	206434401	1.01
fineweb_q05/duckdb:vortex-file-compressed	182221107	187562751	0.97
fineweb_q06/duckdb:vortex-file-compressed	70594979	72965424	0.97
fineweb_q07/duckdb:vortex-file-compressed	67280578	71181543	0.95
fineweb_q08/duckdb:vortex-file-compressed	26200768	27742938	0.94

duckdb / vortex-compact (0.991x ➖, 0↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	3848546	3778694	1.02
fineweb_q01/duckdb:vortex-compact	95458544	105676754	0.90
fineweb_q02/duckdb:vortex-compact	110266902	110564273	1.00
fineweb_q03/duckdb:vortex-compact	861752393	859181485	1.00
fineweb_q04/duckdb:vortex-compact	903625857	901274181	1.00
fineweb_q05/duckdb:vortex-compact	814225304	812830552	1.00
fineweb_q06/duckdb:vortex-compact	463758609	466281359	0.99
fineweb_q07/duckdb:vortex-compact	471148878	472557011	1.00
fineweb_q08/duckdb:vortex-compact	22299320	22267148	1.00

duckdb / parquet (1.007x ➖, 0↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	36017110	35960784	1.00
fineweb_q01/duckdb:parquet	94372925	90525034	1.04
fineweb_q02/duckdb:parquet	95102751	94008527	1.01
fineweb_q03/duckdb:parquet	308133919	306576043	1.01
fineweb_q04/duckdb:parquet	437118465	436321340	1.00
fineweb_q05/duckdb:parquet	409159957	407583448	1.00
fineweb_q06/duckdb:parquet	198554893	197170808	1.01
fineweb_q07/duckdb:parquet	209537991	209020183	1.00
fineweb_q08/duckdb:parquet	56810124	57296910	0.99

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+7.9%	-4.6%	+13.2%	+50.1%	➖ noise
0	datafusion:vortex-file-compressed	-12.9%	-4.6%	-8.7%	+79.4%	➖ noise
0	duckdb:vortex-compact	+1.8%	-4.6%	+6.8%	+39.4%	➖ noise
0	duckdb:vortex-file-compressed	+3.2%	-4.6%	+8.2%	+52.3%	➖ noise
1	datafusion:vortex-compact	+0.9%	+1.3%	-0.4%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	+1.8%	+1.3%	+0.6%	+13.0%	➖ noise
1	duckdb:vortex-compact	-9.7%	+1.3%	-10.8%	+23.7%	➖ noise
1	duckdb:vortex-file-compressed	-11.5%	+1.3%	-12.6%	+38.0%	➖ noise
2	datafusion:vortex-compact	-0.6%	+0.1%	-0.8%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+2.5%	+0.1%	+2.3%	+13.6%	➖ noise
2	duckdb:vortex-compact	-0.3%	+0.1%	-0.4%	+20.2%	➖ noise
2	duckdb:vortex-file-compressed	+5.5%	+0.1%	+5.4%	+11.7%	➖ noise
3	datafusion:vortex-compact	-0.0%	+1.6%	-1.6%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-10.9%	+1.6%	-12.3%	+30.1%	➖ noise
3	duckdb:vortex-compact	+0.3%	+1.6%	-1.3%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+5.7%	+1.6%	+4.0%	+29.8%	➖ noise
4	datafusion:vortex-compact	-1.2%	+0.6%	-1.8%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+8.1%	+0.6%	+7.4%	+11.7%	➖ noise
4	duckdb:vortex-compact	+0.3%	+0.6%	-0.3%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+1.0%	+0.6%	+0.4%	+10.0%	➖ noise
5	datafusion:vortex-compact	-0.5%	+1.1%	-1.6%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+0.6%	+1.1%	-0.6%	+10.0%	➖ noise
5	duckdb:vortex-compact	+0.2%	+1.1%	-0.9%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-2.8%	+1.1%	-3.9%	+10.0%	➖ noise
6	datafusion:vortex-compact	+0.1%	-1.6%	+1.7%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+3.9%	-1.6%	+5.5%	+15.3%	➖ noise
6	duckdb:vortex-compact	-0.5%	-1.6%	+1.0%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-3.2%	-1.6%	-1.7%	+13.9%	➖ noise
7	datafusion:vortex-compact	+1.1%	-0.3%	+1.4%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+4.6%	-0.3%	+4.9%	+14.6%	➖ noise
7	duckdb:vortex-compact	-0.3%	-0.3%	+0.0%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-5.5%	-0.3%	-5.2%	+10.0%	➖ noise
8	datafusion:vortex-compact	-16.3%	-0.7%	-15.7%	+26.1%	➖ noise
8	datafusion:vortex-file-compressed	+18.5%	-0.7%	+19.3%	+35.4%	➖ noise
8	duckdb:vortex-compact	+0.1%	-0.7%	+0.9%	+18.5%	➖ noise
8	duckdb:vortex-file-compressed	-5.6%	-0.7%	-4.9%	+19.2%	➖ noise

[github-actions]

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.9%
Vortex (geomean): 1.022x ➖
Parquet (geomean): 1.014x ➖
Shifts: Parquet (control) +1.4% · Median polish +2.1%

---

datafusion / vortex-file-compressed (1.024x ➖, 0↑ 1↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	30454438	29326481	1.04
tpcds_q02/datafusion:vortex-file-compressed	80727806	75437311	1.07
tpcds_q03/datafusion:vortex-file-compressed	28622587	26860868	1.07
tpcds_q04/datafusion:vortex-file-compressed 🚨	427603091	388305670	1.10
tpcds_q05/datafusion:vortex-file-compressed	79195521	73858864	1.07
tpcds_q06/datafusion:vortex-file-compressed	77170383	76846023	1.00
tpcds_q07/datafusion:vortex-file-compressed	77662539	74300433	1.05
tpcds_q08/datafusion:vortex-file-compressed	40371303	38543851	1.05
tpcds_q09/datafusion:vortex-file-compressed	48946411	46498129	1.05
tpcds_q10/datafusion:vortex-file-compressed	50314569	49531110	1.02
tpcds_q11/datafusion:vortex-file-compressed	243809735	234456335	1.04
tpcds_q12/datafusion:vortex-file-compressed	37410522	35181694	1.06
tpcds_q13/datafusion:vortex-file-compressed	79472969	78476461	1.01
tpcds_q14/datafusion:vortex-file-compressed	226285754	207101180	1.09
tpcds_q15/datafusion:vortex-file-compressed	52317760	48288659	1.08
tpcds_q16/datafusion:vortex-file-compressed	29888781	29363371	1.02
tpcds_q17/datafusion:vortex-file-compressed	112140960	113240219	0.99
tpcds_q18/datafusion:vortex-file-compressed	105874545	100629116	1.05
tpcds_q19/datafusion:vortex-file-compressed	48771323	47411206	1.03
tpcds_q20/datafusion:vortex-file-compressed	41156946	41059106	1.00
tpcds_q21/datafusion:vortex-file-compressed	180622844	169327841	1.07
tpcds_q22/datafusion:vortex-file-compressed	74190705	72676450	1.02
tpcds_q23/datafusion:vortex-file-compressed	194507529	187346672	1.04
tpcds_q24/datafusion:vortex-file-compressed	189210937	180291870	1.05
tpcds_q25/datafusion:vortex-file-compressed	112713270	110916454	1.02
tpcds_q26/datafusion:vortex-file-compressed	60813014	58555156	1.04
tpcds_q27/datafusion:vortex-file-compressed	173587467	164195741	1.06
tpcds_q28/datafusion:vortex-file-compressed	48866087	50738108	0.96
tpcds_q29/datafusion:vortex-file-compressed	114581740	110534641	1.04
tpcds_q30/datafusion:vortex-file-compressed	29889735	30045067	0.99
tpcds_q31/datafusion:vortex-file-compressed	181316766	180039399	1.01
tpcds_q32/datafusion:vortex-file-compressed	24542755	23621734	1.04
tpcds_q33/datafusion:vortex-file-compressed	36735658	37038777	0.99
tpcds_q34/datafusion:vortex-file-compressed	37593164	38206593	0.98
tpcds_q35/datafusion:vortex-file-compressed	62607052	61204484	1.02
tpcds_q36/datafusion:vortex-file-compressed	107701180	106283010	1.01
tpcds_q37/datafusion:vortex-file-compressed	38476003	36600789	1.05
tpcds_q38/datafusion:vortex-file-compressed	88152962	86210032	1.02
tpcds_q39/datafusion:vortex-file-compressed	190526120	196740302	0.97
tpcds_q40/datafusion:vortex-file-compressed	54774196	54979740	1.00
tpcds_q41/datafusion:vortex-file-compressed	15379863	14749786	1.04
tpcds_q42/datafusion:vortex-file-compressed	32295667	30601275	1.06
tpcds_q43/datafusion:vortex-file-compressed	49080694	46488597	1.06
tpcds_q44/datafusion:vortex-file-compressed	43005356	43002139	1.00
tpcds_q45/datafusion:vortex-file-compressed	49171383	49990764	0.98
tpcds_q46/datafusion:vortex-file-compressed	65759418	65357482	1.01
tpcds_q47/datafusion:vortex-file-compressed	281386034	272737322	1.03
tpcds_q48/datafusion:vortex-file-compressed	67299261	68493285	0.98
tpcds_q49/datafusion:vortex-file-compressed	69835181	70529822	0.99
tpcds_q50/datafusion:vortex-file-compressed	75859058	76671292	0.99
tpcds_q51/datafusion:vortex-file-compressed	95356457	91468504	1.04
tpcds_q52/datafusion:vortex-file-compressed	31340538	30136010	1.04
tpcds_q53/datafusion:vortex-file-compressed	31052925	29270058	1.06
tpcds_q54/datafusion:vortex-file-compressed	49989043	48246217	1.04
tpcds_q55/datafusion:vortex-file-compressed	32202947	30457890	1.06
tpcds_q56/datafusion:vortex-file-compressed	48476933	44191146	1.10
tpcds_q57/datafusion:vortex-file-compressed	182058509	179598709	1.01
tpcds_q58/datafusion:vortex-file-compressed	113878612	109198060	1.04
tpcds_q59/datafusion:vortex-file-compressed	94722305	96182443	0.98
tpcds_q60/datafusion:vortex-file-compressed	48481410	47289281	1.03
tpcds_q61/datafusion:vortex-file-compressed	57995295	59745150	0.97
tpcds_q62/datafusion:vortex-file-compressed	44671837	44076312	1.01
tpcds_q63/datafusion:vortex-file-compressed	29661293	29619974	1.00
tpcds_q64/datafusion:vortex-file-compressed	747953744	701895026	1.07
tpcds_q65/datafusion:vortex-file-compressed	53212744	54313376	0.98
tpcds_q66/datafusion:vortex-file-compressed	114681899	105554434	1.09
tpcds_q67/datafusion:vortex-file-compressed	146574284	142682551	1.03
tpcds_q68/datafusion:vortex-file-compressed	65086896	65135956	1.00
tpcds_q69/datafusion:vortex-file-compressed	45812907	47111943	0.97
tpcds_q70/datafusion:vortex-file-compressed	136381913	127880173	1.07
tpcds_q71/datafusion:vortex-file-compressed	30704010	29925082	1.03
tpcds_q72/datafusion:vortex-file-compressed	3543649122	3396865900	1.04
tpcds_q73/datafusion:vortex-file-compressed	38034425	36792278	1.03
tpcds_q74/datafusion:vortex-file-compressed	168796522	169943086	0.99
tpcds_q75/datafusion:vortex-file-compressed	134414033	136649177	0.98
tpcds_q76/datafusion:vortex-file-compressed	64159460	62391017	1.03
tpcds_q77/datafusion:vortex-file-compressed	55582337	53317176	1.04
tpcds_q78/datafusion:vortex-file-compressed	182929145	178727329	1.02
tpcds_q79/datafusion:vortex-file-compressed	42667258	42764920	1.00
tpcds_q80/datafusion:vortex-file-compressed	122272600	116336377	1.05
tpcds_q81/datafusion:vortex-file-compressed	37341932	36110899	1.03
tpcds_q82/datafusion:vortex-file-compressed	41813892	40246619	1.04
tpcds_q83/datafusion:vortex-file-compressed	66521919	67961032	0.98
tpcds_q84/datafusion:vortex-file-compressed	15157073	15070114	1.01
tpcds_q85/datafusion:vortex-file-compressed	136174864	134936984	1.01
tpcds_q86/datafusion:vortex-file-compressed	31247047	32053220	0.97
tpcds_q87/datafusion:vortex-file-compressed	90044051	89716178	1.00
tpcds_q88/datafusion:vortex-file-compressed	80831085	78559411	1.03
tpcds_q89/datafusion:vortex-file-compressed	57772192	57495317	1.00
tpcds_q90/datafusion:vortex-file-compressed	16872059	16848032	1.00
tpcds_q91/datafusion:vortex-file-compressed	27654205	27111460	1.02
tpcds_q92/datafusion:vortex-file-compressed	20867655	19819734	1.05
tpcds_q93/datafusion:vortex-file-compressed	37695482	37408812	1.01
tpcds_q94/datafusion:vortex-file-compressed	27963451	26875205	1.04
tpcds_q95/datafusion:vortex-file-compressed	85583076	89066143	0.96
tpcds_q96/datafusion:vortex-file-compressed	15751719	14811268	1.06
tpcds_q97/datafusion:vortex-file-compressed	32578406	33078908	0.98
tpcds_q98/datafusion:vortex-file-compressed	49938535	50786205	0.98
tpcds_q99/datafusion:vortex-file-compressed	62062173	60495649	1.03

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

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	35230885	35515212	0.99
tpcds_q02/datafusion:vortex-compact	84197006	82650780	1.02
tpcds_q03/datafusion:vortex-compact	33381908	32778058	1.02
tpcds_q04/datafusion:vortex-compact	462724562	438579693	1.06
tpcds_q05/datafusion:vortex-compact	89173679	83253611	1.07
tpcds_q06/datafusion:vortex-compact	86124073	84841178	1.02
tpcds_q07/datafusion:vortex-compact	96130685	92408581	1.04
tpcds_q08/datafusion:vortex-compact	51307135	48242697	1.06
tpcds_q09/datafusion:vortex-compact	100483832	101940334	0.99
tpcds_q10/datafusion:vortex-compact	68646761	67752789	1.01
tpcds_q11/datafusion:vortex-compact	264141572	263441801	1.00
tpcds_q12/datafusion:vortex-compact	41084193	39417957	1.04
tpcds_q13/datafusion:vortex-compact	145926544	142175643	1.03
tpcds_q14/datafusion:vortex-compact	276940370	271239767	1.02
tpcds_q15/datafusion:vortex-compact	54321011	53991519	1.01
tpcds_q16/datafusion:vortex-compact	41539094	40434153	1.03
tpcds_q17/datafusion:vortex-compact	132952672	128455102	1.04
tpcds_q18/datafusion:vortex-compact	121299614	121637798	1.00
tpcds_q19/datafusion:vortex-compact	60986268	64086556	0.95
tpcds_q20/datafusion:vortex-compact	44845545	47944446	0.94
tpcds_q21/datafusion:vortex-compact	181669826	183696952	0.99
tpcds_q22/datafusion:vortex-compact	77540390	78541857	0.99
tpcds_q23/datafusion:vortex-compact	234481346	230760552	1.02
tpcds_q24/datafusion:vortex-compact	215772647	215582664	1.00
tpcds_q25/datafusion:vortex-compact	129872823	130763226	0.99
tpcds_q26/datafusion:vortex-compact	75121366	74051340	1.01
tpcds_q27/datafusion:vortex-compact	220112855	215450098	1.02
tpcds_q28/datafusion:vortex-compact	104701100	103611459	1.01
tpcds_q29/datafusion:vortex-compact	135127345	128358920	1.05
tpcds_q30/datafusion:vortex-compact	37642997	36564497	1.03
tpcds_q31/datafusion:vortex-compact	215666415	220212209	0.98
tpcds_q32/datafusion:vortex-compact	30556406	30458908	1.00
tpcds_q33/datafusion:vortex-compact	53587284	51809246	1.03
tpcds_q34/datafusion:vortex-compact	58885846	58662225	1.00
tpcds_q35/datafusion:vortex-compact	78219141	77469131	1.01
tpcds_q36/datafusion:vortex-compact	132575575	131387399	1.01
tpcds_q37/datafusion:vortex-compact	51084688	52787830	0.97
tpcds_q38/datafusion:vortex-compact	106294150	101182419	1.05
tpcds_q39/datafusion:vortex-compact	196127960	201012484	0.98
tpcds_q40/datafusion:vortex-compact	65867243	63430529	1.04
tpcds_q41/datafusion:vortex-compact	16834799	16818823	1.00
tpcds_q42/datafusion:vortex-compact	38411777	36980673	1.04
tpcds_q43/datafusion:vortex-compact	55577497	55741504	1.00
tpcds_q44/datafusion:vortex-compact	72321866	70924108	1.02
tpcds_q45/datafusion:vortex-compact	52673278	53503686	0.98
tpcds_q46/datafusion:vortex-compact	94824090	93365203	1.02
tpcds_q47/datafusion:vortex-compact	304968670	307687854	0.99
tpcds_q48/datafusion:vortex-compact	114007409	112017570	1.02
tpcds_q49/datafusion:vortex-compact	100514606	99774160	1.01
tpcds_q50/datafusion:vortex-compact	93886715	93927566	1.00
tpcds_q51/datafusion:vortex-compact	101928577	102130784	1.00
tpcds_q52/datafusion:vortex-compact	37472004	35407553	1.06
tpcds_q53/datafusion:vortex-compact	40598269	39400169	1.03
tpcds_q54/datafusion:vortex-compact	63873610	64909140	0.98
tpcds_q55/datafusion:vortex-compact	38105385	37337715	1.02
tpcds_q56/datafusion:vortex-compact	60684590	59917221	1.01
tpcds_q57/datafusion:vortex-compact	199766805	197381464	1.01
tpcds_q58/datafusion:vortex-compact	120886642	122347268	0.99
tpcds_q59/datafusion:vortex-compact	110661233	110041855	1.01
tpcds_q60/datafusion:vortex-compact	60864734	62805838	0.97
tpcds_q61/datafusion:vortex-compact	83154120	81644888	1.02
tpcds_q62/datafusion:vortex-compact	47331129	47628750	0.99
tpcds_q63/datafusion:vortex-compact	39069106	38351350	1.02
tpcds_q64/datafusion:vortex-compact	833103083	796469273	1.05
tpcds_q65/datafusion:vortex-compact	75394318	71423800	1.06
tpcds_q66/datafusion:vortex-compact	110108889	118963551	0.93
tpcds_q67/datafusion:vortex-compact	156111547	152686209	1.02
tpcds_q68/datafusion:vortex-compact	96384936	92901431	1.04
tpcds_q69/datafusion:vortex-compact	63563473	61934272	1.03
tpcds_q70/datafusion:vortex-compact	142387340	141465517	1.01
tpcds_q71/datafusion:vortex-compact	45697450	45853425	1.00
tpcds_q72/datafusion:vortex-compact	3578732549	3460632828	1.03
tpcds_q73/datafusion:vortex-compact	60035949	59268549	1.01
tpcds_q74/datafusion:vortex-compact	190461269	191733787	0.99
tpcds_q75/datafusion:vortex-compact	184377481	180679517	1.02
tpcds_q76/datafusion:vortex-compact	81614741	79727568	1.02
tpcds_q77/datafusion:vortex-compact	68375899	70611189	0.97
tpcds_q78/datafusion:vortex-compact	206791574	205685820	1.01
tpcds_q79/datafusion:vortex-compact	69422071	68866100	1.01
tpcds_q80/datafusion:vortex-compact	143042524	137786349	1.04
tpcds_q81/datafusion:vortex-compact	43838697	42350565	1.04
tpcds_q82/datafusion:vortex-compact	52922012	51087159	1.04
tpcds_q83/datafusion:vortex-compact	68618274	66145144	1.04
tpcds_q84/datafusion:vortex-compact	18498431	18653540	0.99
tpcds_q85/datafusion:vortex-compact	163677631	160775890	1.02
tpcds_q86/datafusion:vortex-compact	33158177	33384036	0.99
tpcds_q87/datafusion:vortex-compact	106032607	105021994	1.01
tpcds_q88/datafusion:vortex-compact	133329613	133241145	1.00
tpcds_q89/datafusion:vortex-compact	65213145	66322796	0.98
tpcds_q90/datafusion:vortex-compact	23113825	22280985	1.04
tpcds_q91/datafusion:vortex-compact	43251817	41796175	1.03
tpcds_q92/datafusion:vortex-compact	23320527	22276400	1.05
tpcds_q93/datafusion:vortex-compact	55606176	52963417	1.05
tpcds_q94/datafusion:vortex-compact	33396234	32466553	1.03
tpcds_q95/datafusion:vortex-compact	99314113	99103040	1.00
tpcds_q96/datafusion:vortex-compact	24437379	25286578	0.97
tpcds_q97/datafusion:vortex-compact	45737868	44482055	1.03
tpcds_q98/datafusion:vortex-compact	57030588	56869728	1.00
tpcds_q99/datafusion:vortex-compact	66618606	67301891	0.99

datafusion / parquet (1.015x ➖, 1↑ 2↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	40653048	37235882	1.09
tpcds_q02/datafusion:parquet 🚨	54472393	48907674	1.11
tpcds_q03/datafusion:parquet	16936710	17178326	0.99
tpcds_q04/datafusion:parquet	376863104	386096708	0.98
tpcds_q05/datafusion:parquet	93089162	88427075	1.05
tpcds_q06/datafusion:parquet	95619655	93315983	1.02
tpcds_q07/datafusion:parquet	142621122	131349977	1.09
tpcds_q08/datafusion:parquet	41398131	39664732	1.04
tpcds_q09/datafusion:parquet	55710219	54130401	1.03
tpcds_q10/datafusion:parquet	105768139	99484659	1.06
tpcds_q11/datafusion:parquet	235509051	222632191	1.06
tpcds_q12/datafusion:parquet 🚨	32584659	29603995	1.10
tpcds_q13/datafusion:parquet	143676656	145858759	0.99
tpcds_q14/datafusion:parquet	216341233	213236281	1.01
tpcds_q15/datafusion:parquet	56737956	54963974	1.03
tpcds_q16/datafusion:parquet	35035085	34030145	1.03
tpcds_q17/datafusion:parquet	175321286	172215566	1.02
tpcds_q18/datafusion:parquet	180610249	178626510	1.01
tpcds_q19/datafusion:parquet	37131535	35516555	1.05
tpcds_q20/datafusion:parquet	25770971	24459895	1.05
tpcds_q21/datafusion:parquet	28808788	27729752	1.04
tpcds_q22/datafusion:parquet 🚀	148882337	171020733	0.87
tpcds_q23/datafusion:parquet	187284088	187150032	1.00
tpcds_q24/datafusion:parquet	211393999	208368739	1.01
tpcds_q25/datafusion:parquet	179692431	178613856	1.01
tpcds_q26/datafusion:parquet	120704750	113949034	1.06
tpcds_q27/datafusion:parquet	261702988	261377473	1.00
tpcds_q28/datafusion:parquet	54079586	51947450	1.04
tpcds_q29/datafusion:parquet	183316241	181661436	1.01
tpcds_q30/datafusion:parquet	46256063	44230113	1.05
tpcds_q31/datafusion:parquet	107972975	106317800	1.02
tpcds_q32/datafusion:parquet	29552251	29988174	0.99
tpcds_q33/datafusion:parquet	37550176	37505824	1.00
tpcds_q34/datafusion:parquet	36768996	36680813	1.00
tpcds_q35/datafusion:parquet	100264890	97544831	1.03
tpcds_q36/datafusion:parquet	84080462	81970969	1.03
tpcds_q37/datafusion:parquet	26721047	25744331	1.04
tpcds_q38/datafusion:parquet	63558557	65314123	0.97
tpcds_q39/datafusion:parquet	101791308	101887618	1.00
tpcds_q40/datafusion:parquet	37092068	37284524	0.99
tpcds_q41/datafusion:parquet	13272017	12722953	1.04
tpcds_q42/datafusion:parquet	17098489	15731944	1.09
tpcds_q43/datafusion:parquet	27959413	27460068	1.02
tpcds_q44/datafusion:parquet	41931651	41078531	1.02
tpcds_q45/datafusion:parquet	68078771	69284433	0.98
tpcds_q46/datafusion:parquet	51707895	49401561	1.05
tpcds_q47/datafusion:parquet	184781802	188462248	0.98
tpcds_q48/datafusion:parquet	131286929	134581712	0.98
tpcds_q49/datafusion:parquet	73239395	72082185	1.02
tpcds_q50/datafusion:parquet	109799841	109850125	1.00
tpcds_q51/datafusion:parquet	95258492	100443486	0.95
tpcds_q52/datafusion:parquet	16060250	16096550	1.00
tpcds_q53/datafusion:parquet	31612480	30178871	1.05
tpcds_q54/datafusion:parquet	49220061	47834795	1.03
tpcds_q55/datafusion:parquet	17512976	16127106	1.09
tpcds_q56/datafusion:parquet	36362400	38819807	0.94
tpcds_q57/datafusion:parquet	136142113	132367210	1.03
tpcds_q58/datafusion:parquet	74964834	74023045	1.01
tpcds_q59/datafusion:parquet	72909535	71234641	1.02
tpcds_q60/datafusion:parquet	37573051	37909616	0.99
tpcds_q61/datafusion:parquet	67817653	67965573	1.00
tpcds_q62/datafusion:parquet	46579553	46222405	1.01
tpcds_q63/datafusion:parquet	31896457	32562316	0.98
tpcds_q64/datafusion:parquet	1012747303	1000334583	1.01
tpcds_q65/datafusion:parquet	50485178	50420207	1.00
tpcds_q66/datafusion:parquet	85428427	88032347	0.97
tpcds_q67/datafusion:parquet	178205712	183967979	0.97
tpcds_q68/datafusion:parquet	51563607	53760528	0.96
tpcds_q69/datafusion:parquet	97444228	92876765	1.05
tpcds_q70/datafusion:parquet	112442714	110079869	1.02
tpcds_q71/datafusion:parquet	29950211	30641869	0.98
tpcds_q72/datafusion:parquet	874152216	871111480	1.00
tpcds_q73/datafusion:parquet	37118888	39126609	0.95
tpcds_q74/datafusion:parquet	131997081	135075813	0.98
tpcds_q75/datafusion:parquet	136578837	135163046	1.01
tpcds_q76/datafusion:parquet	89841640	92735418	0.97
tpcds_q77/datafusion:parquet	58960500	61176128	0.96
tpcds_q78/datafusion:parquet	190185674	177195041	1.07
tpcds_q79/datafusion:parquet	40679864	41882096	0.97
tpcds_q80/datafusion:parquet	116963148	118714527	0.99
tpcds_q81/datafusion:parquet	44164361	42639310	1.04
tpcds_q82/datafusion:parquet	30090207	30071416	1.00
tpcds_q83/datafusion:parquet	57435388	56658250	1.01
tpcds_q84/datafusion:parquet	50809210	48997617	1.04
tpcds_q85/datafusion:parquet	255270570	246238354	1.04
tpcds_q86/datafusion:parquet	21487629	21625971	0.99
tpcds_q87/datafusion:parquet	69594713	67207247	1.04
tpcds_q88/datafusion:parquet	82868018	79728617	1.04
tpcds_q89/datafusion:parquet	38294808	37764089	1.01
tpcds_q90/datafusion:parquet	20700470	19755163	1.05
tpcds_q91/datafusion:parquet	79620399	78636479	1.01
tpcds_q92/datafusion:parquet	25747635	27168525	0.95
tpcds_q93/datafusion:parquet	40838362	40298798	1.01
tpcds_q94/datafusion:parquet	29819035	30123845	0.99
tpcds_q95/datafusion:parquet	133454125	131822783	1.01
tpcds_q96/datafusion:parquet	16654773	15188583	1.10
tpcds_q97/datafusion:parquet	37424073	38206039	0.98
tpcds_q98/datafusion:parquet	38691481	37554435	1.03
tpcds_q99/datafusion:parquet	49113064	44844867	1.10

duckdb / vortex-file-compressed (1.039x ➖, 1↑ 8↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	27792714	25318153	1.10
tpcds_q02/duckdb:vortex-file-compressed	90358081	82288838	1.10
tpcds_q03/duckdb:vortex-file-compressed	24514508	22873518	1.07
tpcds_q04/duckdb:vortex-file-compressed	108291378	106289410	1.02
tpcds_q05/duckdb:vortex-file-compressed	106399539	99743500	1.07
tpcds_q06/duckdb:vortex-file-compressed	37486898	35972110	1.04
tpcds_q07/duckdb:vortex-file-compressed	24474763	23417625	1.05
tpcds_q08/duckdb:vortex-file-compressed	25405995	24190285	1.05
tpcds_q09/duckdb:vortex-file-compressed	42747811	40335503	1.06
tpcds_q10/duckdb:vortex-file-compressed	38342362	36629405	1.05
tpcds_q11/duckdb:vortex-file-compressed	61851344	61371264	1.01
tpcds_q12/duckdb:vortex-file-compressed	15526840	14645371	1.06
tpcds_q13/duckdb:vortex-file-compressed	34220214	33507257	1.02
tpcds_q14/duckdb:vortex-file-compressed	207392289	197877812	1.05
tpcds_q15/duckdb:vortex-file-compressed	42988076	40614621	1.06
tpcds_q16/duckdb:vortex-file-compressed	32250375	30501824	1.06
tpcds_q17/duckdb:vortex-file-compressed	40842641	39527086	1.03
tpcds_q18/duckdb:vortex-file-compressed	48746713	47706697	1.02
tpcds_q19/duckdb:vortex-file-compressed	34732043	32009188	1.09
tpcds_q20/duckdb:vortex-file-compressed	16948853	15773741	1.07
tpcds_q21/duckdb:vortex-file-compressed	21430373	22232932	0.96
tpcds_q22/duckdb:vortex-file-compressed	111506702	104965548	1.06
tpcds_q23/duckdb:vortex-file-compressed	134135758	130496348	1.03
tpcds_q24/duckdb:vortex-file-compressed	56551695	56897499	0.99
tpcds_q25/duckdb:vortex-file-compressed	39588351	36753527	1.08
tpcds_q26/duckdb:vortex-file-compressed	42864465	40992882	1.05
tpcds_q27/duckdb:vortex-file-compressed	89552028	88447804	1.01
tpcds_q28/duckdb:vortex-file-compressed	38153659	37201054	1.03
tpcds_q29/duckdb:vortex-file-compressed	38073488	37379935	1.02
tpcds_q30/duckdb:vortex-file-compressed	29309908	28479891	1.03
tpcds_q31/duckdb:vortex-file-compressed	25332233	27193609	0.93
tpcds_q32/duckdb:vortex-file-compressed	17042993	17183895	0.99
tpcds_q33/duckdb:vortex-file-compressed	67638800	63912563	1.06
tpcds_q34/duckdb:vortex-file-compressed 🚨	21046884	18592441	1.13
tpcds_q35/duckdb:vortex-file-compressed 🚨	68652946	60996200	1.13
tpcds_q36/duckdb:vortex-file-compressed 🚨	30163648	26815956	1.12
tpcds_q37/duckdb:vortex-file-compressed	24406935	22223259	1.10
tpcds_q38/duckdb:vortex-file-compressed	38369009	35871807	1.07
tpcds_q39/duckdb:vortex-file-compressed 🚀	46206290	55788153	0.83
tpcds_q40/duckdb:vortex-file-compressed	26094298	24114235	1.08
tpcds_q41/duckdb:vortex-file-compressed	13831707	13090184	1.06
tpcds_q42/duckdb:vortex-file-compressed	12163095	12156305	1.00
tpcds_q43/duckdb:vortex-file-compressed	21364974	19896479	1.07
tpcds_q44/duckdb:vortex-file-compressed 🚨	25264549	22937052	1.10
tpcds_q45/duckdb:vortex-file-compressed	28736742	28060205	1.02
tpcds_q46/duckdb:vortex-file-compressed	49951711	46995899	1.06
tpcds_q47/duckdb:vortex-file-compressed	49359144	50022244	0.99
tpcds_q48/duckdb:vortex-file-compressed	30673689	29611634	1.04
tpcds_q49/duckdb:vortex-file-compressed	31751106	31019867	1.02
tpcds_q50/duckdb:vortex-file-compressed	35221655	35492757	0.99
tpcds_q51/duckdb:vortex-file-compressed	101376322	100348788	1.01
tpcds_q52/duckdb:vortex-file-compressed 🚨	13331020	12046186	1.11
tpcds_q53/duckdb:vortex-file-compressed	17890362	16865318	1.06
tpcds_q54/duckdb:vortex-file-compressed	50559946	48259912	1.05
tpcds_q55/duckdb:vortex-file-compressed	12247189	12299844	1.00
tpcds_q56/duckdb:vortex-file-compressed	70485557	67250512	1.05
tpcds_q57/duckdb:vortex-file-compressed	46779455	43543237	1.07
tpcds_q58/duckdb:vortex-file-compressed	35244055	32923552	1.07
tpcds_q59/duckdb:vortex-file-compressed	56951121	56466515	1.01
tpcds_q60/duckdb:vortex-file-compressed	72479656	69835953	1.04
tpcds_q61/duckdb:vortex-file-compressed	37553480	38848214	0.97
tpcds_q62/duckdb:vortex-file-compressed	18416696	18458140	1.00
tpcds_q63/duckdb:vortex-file-compressed	18949524	17459623	1.09
tpcds_q64/duckdb:vortex-file-compressed	81121862	79822593	1.02
tpcds_q65/duckdb:vortex-file-compressed	23595696	23700904	1.00
tpcds_q66/duckdb:vortex-file-compressed	62878632	59947564	1.05
tpcds_q67/duckdb:vortex-file-compressed	145362096	144090783	1.01
tpcds_q68/duckdb:vortex-file-compressed	40569733	40445920	1.00
tpcds_q69/duckdb:vortex-file-compressed	39285632	37996320	1.03
tpcds_q70/duckdb:vortex-file-compressed	24968507	24673258	1.01
tpcds_q71/duckdb:vortex-file-compressed	21238051	20685458	1.03
tpcds_q72/duckdb:vortex-file-compressed	178972274	175330400	1.02
tpcds_q73/duckdb:vortex-file-compressed	20162346	19768502	1.02
tpcds_q74/duckdb:vortex-file-compressed	53722245	49131149	1.09
tpcds_q75/duckdb:vortex-file-compressed	57650633	60294383	0.96
tpcds_q76/duckdb:vortex-file-compressed 🚨	67070216	58226913	1.15
tpcds_q77/duckdb:vortex-file-compressed	67704961	68263090	0.99
tpcds_q78/duckdb:vortex-file-compressed	78063166	80958481	0.96
tpcds_q79/duckdb:vortex-file-compressed	36436553	34052477	1.07
tpcds_q80/duckdb:vortex-file-compressed	96914365	94864048	1.02
tpcds_q81/duckdb:vortex-file-compressed	35015048	32991682	1.06
tpcds_q82/duckdb:vortex-file-compressed	24169863	22734989	1.06
tpcds_q83/duckdb:vortex-file-compressed	30144666	27940748	1.08
tpcds_q84/duckdb:vortex-file-compressed	17851223	17095502	1.04
tpcds_q85/duckdb:vortex-file-compressed	48206415	44699591	1.08
tpcds_q86/duckdb:vortex-file-compressed 🚨	19840323	17596060	1.13
tpcds_q87/duckdb:vortex-file-compressed	41319343	40863765	1.01
tpcds_q88/duckdb:vortex-file-compressed	41216856	40460258	1.02
tpcds_q89/duckdb:vortex-file-compressed	18868451	18543059	1.02
tpcds_q90/duckdb:vortex-file-compressed	15261486	15318924	1.00
tpcds_q91/duckdb:vortex-file-compressed	29052449	26768829	1.09
tpcds_q92/duckdb:vortex-file-compressed	15152038	14511089	1.04
tpcds_q93/duckdb:vortex-file-compressed	31328050	30500305	1.03
tpcds_q94/duckdb:vortex-file-compressed	23906332	21822300	1.10
tpcds_q95/duckdb:vortex-file-compressed	154122644	154192315	1.00
tpcds_q96/duckdb:vortex-file-compressed	18021307	17531824	1.03
tpcds_q97/duckdb:vortex-file-compressed	38577951	39769255	0.97
tpcds_q98/duckdb:vortex-file-compressed	19328396	17775916	1.09
tpcds_q99/duckdb:vortex-file-compressed 🚨	35518969	32235094	1.10

duckdb / vortex-compact (1.012x ➖, 2↑ 3↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact	35647431	33123731	1.08
tpcds_q02/duckdb:vortex-compact	126770431	123695331	1.02
tpcds_q03/duckdb:vortex-compact	49778338	49688955	1.00
tpcds_q04/duckdb:vortex-compact	128929816	123066730	1.05
tpcds_q05/duckdb:vortex-compact	175432401	171481264	1.02
tpcds_q06/duckdb:vortex-compact	41990615	40299796	1.04
tpcds_q07/duckdb:vortex-compact	39287415	38238761	1.03
tpcds_q08/duckdb:vortex-compact	30366862	28412528	1.07
tpcds_q09/duckdb:vortex-compact	114174667	111225634	1.03
tpcds_q10/duckdb:vortex-compact	50602224	47825075	1.06
tpcds_q11/duckdb:vortex-compact	77419043	76713073	1.01
tpcds_q12/duckdb:vortex-compact	20476310	20754431	0.99
tpcds_q13/duckdb:vortex-compact	54019485	54648895	0.99
tpcds_q14/duckdb:vortex-compact	293123543	291357138	1.01
tpcds_q15/duckdb:vortex-compact	45011768	43915623	1.02
tpcds_q16/duckdb:vortex-compact	37730238	38113624	0.99
tpcds_q17/duckdb:vortex-compact	53434052	52813403	1.01
tpcds_q18/duckdb:vortex-compact	69222569	67522286	1.03
tpcds_q19/duckdb:vortex-compact	42025731	40382572	1.04
tpcds_q20/duckdb:vortex-compact	21549383	20863660	1.03
tpcds_q21/duckdb:vortex-compact	27868323	27759760	1.00
tpcds_q22/duckdb:vortex-compact	115486457	112044343	1.03
tpcds_q23/duckdb:vortex-compact 🚀	157270166	175006075	0.90
tpcds_q24/duckdb:vortex-compact	79950533	78407247	1.02
tpcds_q25/duckdb:vortex-compact	53033092	52336448	1.01
tpcds_q26/duckdb:vortex-compact	52161926	50458162	1.03
tpcds_q27/duckdb:vortex-compact	143536568	143315323	1.00
tpcds_q28/duckdb:vortex-compact	108645461	108910856	1.00
tpcds_q29/duckdb:vortex-compact	54087080	52685305	1.03
tpcds_q30/duckdb:vortex-compact	36119844	34862582	1.04
tpcds_q31/duckdb:vortex-compact	31384180	31548159	0.99
tpcds_q32/duckdb:vortex-compact	24539239	24820719	0.99
tpcds_q33/duckdb:vortex-compact	148311363	151254586	0.98
tpcds_q34/duckdb:vortex-compact	30656025	30947100	0.99
tpcds_q35/duckdb:vortex-compact	72889156	74700024	0.98
tpcds_q36/duckdb:vortex-compact	35055039	35797421	0.98
tpcds_q37/duckdb:vortex-compact	31789550	32610328	0.97
tpcds_q38/duckdb:vortex-compact	43602254	42720998	1.02
tpcds_q39/duckdb:vortex-compact	53772935	56449188	0.95
tpcds_q40/duckdb:vortex-compact	33238576	31934272	1.04
tpcds_q41/duckdb:vortex-compact	17543713	17484053	1.00
tpcds_q42/duckdb:vortex-compact 🚨	16341552	14449029	1.13
tpcds_q43/duckdb:vortex-compact	25253450	24934520	1.01
tpcds_q44/duckdb:vortex-compact	36806983	36568414	1.01
tpcds_q45/duckdb:vortex-compact	34394100	35273807	0.98
tpcds_q46/duckdb:vortex-compact	63332533	61853419	1.02
tpcds_q47/duckdb:vortex-compact	58340309	56623419	1.03
tpcds_q48/duckdb:vortex-compact	46151745	45488501	1.01
tpcds_q49/duckdb:vortex-compact	49436338	51076695	0.97
tpcds_q50/duckdb:vortex-compact	56497776	55224579	1.02
tpcds_q51/duckdb:vortex-compact	105077417	110577527	0.95
tpcds_q52/duckdb:vortex-compact	16225729	15324462	1.06
tpcds_q53/duckdb:vortex-compact	22818493	22198927	1.03
tpcds_q54/duckdb:vortex-compact	91091662	85541746	1.06
tpcds_q55/duckdb:vortex-compact	15772893	14925400	1.06
tpcds_q56/duckdb:vortex-compact	145634718	140263481	1.04
tpcds_q57/duckdb:vortex-compact	49194353	48373122	1.02
tpcds_q58/duckdb:vortex-compact	42049036	42168384	1.00
tpcds_q59/duckdb:vortex-compact	69431718	67880510	1.02
tpcds_q60/duckdb:vortex-compact	148707074	148585831	1.00
tpcds_q61/duckdb:vortex-compact	53373456	55330174	0.96
tpcds_q62/duckdb:vortex-compact 🚨	26404411	22779261	1.16
tpcds_q63/duckdb:vortex-compact	22988357	23661280	0.97
tpcds_q64/duckdb:vortex-compact	106916661	106404693	1.00
tpcds_q65/duckdb:vortex-compact	29696394	28325319	1.05
tpcds_q66/duckdb:vortex-compact	100522925	97911218	1.03
tpcds_q67/duckdb:vortex-compact	153000085	151989235	1.01
tpcds_q68/duckdb:vortex-compact	58275236	58826026	0.99
tpcds_q69/duckdb:vortex-compact	52118256	50656070	1.03
tpcds_q70/duckdb:vortex-compact 🚨	33551495	29875875	1.12
tpcds_q71/duckdb:vortex-compact	26957027	28216078	0.96
tpcds_q72/duckdb:vortex-compact	195079827	198995585	0.98
tpcds_q73/duckdb:vortex-compact	29592206	28946397	1.02
tpcds_q74/duckdb:vortex-compact	59966551	60697343	0.99
tpcds_q75/duckdb:vortex-compact	71379301	74018008	0.96
tpcds_q76/duckdb:vortex-compact	135670522	136756702	0.99
tpcds_q77/duckdb:vortex-compact	140271265	140590657	1.00
tpcds_q78/duckdb:vortex-compact	87955330	90423852	0.97
tpcds_q79/duckdb:vortex-compact	62507528	61574974	1.02
tpcds_q80/duckdb:vortex-compact	166716336	167183564	1.00
tpcds_q81/duckdb:vortex-compact	41782597	41957075	1.00
tpcds_q82/duckdb:vortex-compact	33364972	31647035	1.05
tpcds_q83/duckdb:vortex-compact	47457682	47259874	1.00
tpcds_q84/duckdb:vortex-compact	22561383	21599487	1.04
tpcds_q85/duckdb:vortex-compact	63133821	62287952	1.01
tpcds_q86/duckdb:vortex-compact	21331779	20177418	1.06
tpcds_q87/duckdb:vortex-compact	42199021	43435449	0.97
tpcds_q88/duckdb:vortex-compact	43846540	44663999	0.98
tpcds_q89/duckdb:vortex-compact	24239240	23682215	1.02
tpcds_q90/duckdb:vortex-compact	16185610	16294629	0.99
tpcds_q91/duckdb:vortex-compact	47034017	46303577	1.02
tpcds_q92/duckdb:vortex-compact	20598308	22002891	0.94
tpcds_q93/duckdb:vortex-compact	39975091	39447730	1.01
tpcds_q94/duckdb:vortex-compact	28589342	29254588	0.98
tpcds_q95/duckdb:vortex-compact	153799697	154504168	1.00
tpcds_q96/duckdb:vortex-compact 🚀	19123825	21742514	0.88
tpcds_q97/duckdb:vortex-compact	46505382	42657620	1.09
tpcds_q98/duckdb:vortex-compact	24131412	22370188	1.08
tpcds_q99/duckdb:vortex-compact	38246993	36987925	1.03

duckdb / parquet (1.014x ➖, 0↑ 2↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	46673631	47235121	0.99
tpcds_q02/duckdb:parquet	58923224	61502310	0.96
tpcds_q03/duckdb:parquet	12271868	11940502	1.03
tpcds_q04/duckdb:parquet	128058011	127768798	1.00
tpcds_q05/duckdb:parquet	76256713	70250516	1.09
tpcds_q06/duckdb:parquet	29016303	30092812	0.96
tpcds_q07/duckdb:parquet	23603177	23462564	1.01
tpcds_q08/duckdb:parquet	29017296	27805261	1.04
tpcds_q09/duckdb:parquet	40022811	39992079	1.00
tpcds_q10/duckdb:parquet	35054281	36862268	0.95
tpcds_q11/duckdb:parquet	92173172	89059477	1.03
tpcds_q12/duckdb:parquet	15102211	15019318	1.01
tpcds_q13/duckdb:parquet	35237868	34500774	1.02
tpcds_q14/duckdb:parquet	168770017	167674517	1.01
tpcds_q15/duckdb:parquet	31001926	30485644	1.02
tpcds_q16/duckdb:parquet	21151542	21324376	0.99
tpcds_q17/duckdb:parquet	39237101	37392638	1.05
tpcds_q18/duckdb:parquet	48975248	47562158	1.03
tpcds_q19/duckdb:parquet	29964045	29509925	1.02
tpcds_q20/duckdb:parquet	16391280	15961794	1.03
tpcds_q21/duckdb:parquet	12010673	11605522	1.03
tpcds_q22/duckdb:parquet	71765906	69363741	1.03
tpcds_q23/duckdb:parquet	116934023	116486854	1.00
tpcds_q24/duckdb:parquet	45699451	45834168	1.00
tpcds_q25/duckdb:parquet	33721280	32311536	1.04
tpcds_q26/duckdb:parquet	37143569	36766342	1.01
tpcds_q27/duckdb:parquet	90893382	90230158	1.01
tpcds_q28/duckdb:parquet	37328470	37399863	1.00
tpcds_q29/duckdb:parquet	35789636	36294499	0.99
tpcds_q30/duckdb:parquet	40448970	40143192	1.01
tpcds_q31/duckdb:parquet	23650023	23078172	1.02
tpcds_q32/duckdb:parquet	11688341	11076246	1.06
tpcds_q33/duckdb:parquet	71585929	71594178	1.00
tpcds_q34/duckdb:parquet	21187839	21001795	1.01
tpcds_q35/duckdb:parquet	60980094	62008630	0.98
tpcds_q36/duckdb:parquet	21311877	20863395	1.02
tpcds_q37/duckdb:parquet	13939894	13494628	1.03
tpcds_q38/duckdb:parquet	36759906	36791592	1.00
tpcds_q39/duckdb:parquet	33181087	33113797	1.00
tpcds_q40/duckdb:parquet	18259277	18613343	0.98
tpcds_q41/duckdb:parquet	7704893	7514617	1.03
tpcds_q42/duckdb:parquet	10275785	10677979	0.96
tpcds_q43/duckdb:parquet	16188341	15871048	1.02
tpcds_q44/duckdb:parquet	22010209	22632108	0.97
tpcds_q45/duckdb:parquet	27763384	26861107	1.03
tpcds_q46/duckdb:parquet	46465965	45606737	1.02
tpcds_q47/duckdb:parquet	47476429	47129242	1.01
tpcds_q48/duckdb:parquet	30890942	31344872	0.99
tpcds_q49/duckdb:parquet 🚨	26653544	23879829	1.12
tpcds_q50/duckdb:parquet	25301237	25184843	1.00
tpcds_q51/duckdb:parquet 🚨	120051899	96911381	1.24
tpcds_q52/duckdb:parquet	11399010	11240093	1.01
tpcds_q53/duckdb:parquet	16852353	16334201	1.03
tpcds_q54/duckdb:parquet	42860868	42754061	1.00
tpcds_q55/duckdb:parquet	11134798	11067145	1.01
tpcds_q56/duckdb:parquet	68975677	70855817	0.97
tpcds_q57/duckdb:parquet	36003305	35306672	1.02
tpcds_q58/duckdb:parquet	21498187	21850731	0.98
tpcds_q59/duckdb:parquet	37420807	36504784	1.03
tpcds_q60/duckdb:parquet	74799232	72905382	1.03
tpcds_q61/duckdb:parquet	31406538	28795676	1.09
tpcds_q62/duckdb:parquet	12043185	12841163	0.94
tpcds_q63/duckdb:parquet	15587985	15520024	1.00
tpcds_q64/duckdb:parquet	74285213	75616655	0.98
tpcds_q65/duckdb:parquet	20815642	20971335	0.99
tpcds_q66/duckdb:parquet	61509891	56458375	1.09
tpcds_q67/duckdb:parquet	135337549	135324531	1.00
tpcds_q68/duckdb:parquet	38414805	38040359	1.01
tpcds_q69/duckdb:parquet	39247333	38251323	1.03
tpcds_q70/duckdb:parquet	20077975	19726429	1.02
tpcds_q71/duckdb:parquet	17706106	18750915	0.94
tpcds_q72/duckdb:parquet	164292017	163167561	1.01
tpcds_q73/duckdb:parquet	18571527	18216103	1.02
tpcds_q74/duckdb:parquet	49421269	50958219	0.97
tpcds_q75/duckdb:parquet	55028476	53633927	1.03
tpcds_q76/duckdb:parquet	67794444	70129250	0.97
tpcds_q77/duckdb:parquet	60881468	63031037	0.97
tpcds_q78/duckdb:parquet	76730022	76071056	1.01
tpcds_q79/duckdb:parquet	27937935	27778389	1.01
tpcds_q80/duckdb:parquet	84296954	85036336	0.99
tpcds_q81/duckdb:parquet	46536927	46731348	1.00
tpcds_q82/duckdb:parquet	15712665	15651198	1.00
tpcds_q83/duckdb:parquet	17027575	16483881	1.03
tpcds_q84/duckdb:parquet	21388915	20406522	1.05
tpcds_q85/duckdb:parquet	40786870	38306966	1.06
tpcds_q86/duckdb:parquet	12749211	12174900	1.05
tpcds_q87/duckdb:parquet	37130920	36776828	1.01
tpcds_q88/duckdb:parquet	29631322	28893970	1.03
tpcds_q89/duckdb:parquet	18022740	17337541	1.04
tpcds_q90/duckdb:parquet	7621246	7695993	0.99
tpcds_q91/duckdb:parquet	22948082	24248540	0.95
tpcds_q92/duckdb:parquet	12094608	11760708	1.03
tpcds_q93/duckdb:parquet	30689358	29539616	1.04
tpcds_q94/duckdb:parquet	16765521	16729045	1.00
tpcds_q95/duckdb:parquet	136306224	129745823	1.05
tpcds_q96/duckdb:parquet	9707266	9166759	1.06
tpcds_q97/duckdb:parquet	36731970	35219600	1.04
tpcds_q98/duckdb:parquet	18218558	18246797	1.00
tpcds_q99/duckdb:parquet	20345984	20026088	1.02

duckdb / duckdb (1.030x ➖, 0↑ 5↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	20647203	20242816	1.02
tpcds_q02/duckdb:duckdb	19625679	18408276	1.07
tpcds_q03/duckdb:duckdb	8521874	8525509	1.00
tpcds_q04/duckdb:duckdb	161574574	162861411	0.99
tpcds_q05/duckdb:duckdb	19376163	18559204	1.04
tpcds_q06/duckdb:duckdb	23141633	22629390	1.02
tpcds_q07/duckdb:duckdb	40379128	38719833	1.04
tpcds_q08/duckdb:duckdb	121457795	119822617	1.01
tpcds_q09/duckdb:duckdb	19727638	19560551	1.01
tpcds_q10/duckdb:duckdb	23361559	22799040	1.02
tpcds_q11/duckdb:duckdb	143183682	139242451	1.03
tpcds_q12/duckdb:duckdb	11465764	11221255	1.02
tpcds_q13/duckdb:duckdb	23864015	23658721	1.01
tpcds_q14/duckdb:duckdb	91715902	92816524	0.99
tpcds_q15/duckdb:duckdb	25317128	23916762	1.06
tpcds_q16/duckdb:duckdb 🚨	18728862	16534186	1.13
tpcds_q17/duckdb:duckdb	21809487	21884487	1.00
tpcds_q18/duckdb:duckdb	44894432	43774598	1.03
tpcds_q19/duckdb:duckdb	16781402	16084856	1.04
tpcds_q20/duckdb:duckdb	11887662	12295930	0.97
tpcds_q21/duckdb:duckdb	6790372	6297571	1.08
tpcds_q22/duckdb:duckdb	62034541	60286224	1.03
tpcds_q23/duckdb:duckdb	82949086	79726100	1.04
tpcds_q24/duckdb:duckdb 🚨	24626533	21982637	1.12
tpcds_q25/duckdb:duckdb	17495994	16776537	1.04
tpcds_q26/duckdb:duckdb	27974312	25768709	1.09
tpcds_q27/duckdb:duckdb	41259270	40074214	1.03
tpcds_q28/duckdb:duckdb	21784724	20959343	1.04
tpcds_q29/duckdb:duckdb	20242878	20091054	1.01
tpcds_q30/duckdb:duckdb	30485206	27739469	1.10
tpcds_q31/duckdb:duckdb	21020959	19762472	1.06
tpcds_q32/duckdb:duckdb 🚨	7575407	6878395	1.10
tpcds_q33/duckdb:duckdb	13347975	12544956	1.06
tpcds_q34/duckdb:duckdb	15193308	14981945	1.01
tpcds_q35/duckdb:duckdb	33525297	32664356	1.03
tpcds_q36/duckdb:duckdb	73008528	69801753	1.05
tpcds_q37/duckdb:duckdb	7884581	7895239	1.00
tpcds_q38/duckdb:duckdb	31045085	30153178	1.03
tpcds_q39/duckdb:duckdb 🚨	31489251	26097204	1.21
tpcds_q40/duckdb:duckdb	13601813	12981733	1.05
tpcds_q41/duckdb:duckdb	8500485	8176231	1.04
tpcds_q42/duckdb:duckdb	6612408	6466953	1.02
tpcds_q43/duckdb:duckdb	11190995	10945996	1.02
tpcds_q44/duckdb:duckdb	13604115	13519837	1.01
tpcds_q45/duckdb:duckdb	16701767	17100449	0.98
tpcds_q46/duckdb:duckdb	37298795	35373476	1.05
tpcds_q47/duckdb:duckdb	40388560	41220774	0.98
tpcds_q48/duckdb:duckdb	23054012	22014287	1.05
tpcds_q49/duckdb:duckdb	16314809	16194694	1.01
tpcds_q50/duckdb:duckdb	14677383	13567766	1.08
tpcds_q51/duckdb:duckdb	92917116	92061697	1.01
tpcds_q52/duckdb:duckdb	7614334	7109076	1.07
tpcds_q53/duckdb:duckdb	11813085	11414035	1.03
tpcds_q54/duckdb:duckdb	16734913	17084693	0.98
tpcds_q55/duckdb:duckdb	6937137	6754418	1.03
tpcds_q56/duckdb:duckdb 🚨	14304587	12991056	1.10
tpcds_q57/duckdb:duckdb	31582726	31854074	0.99
tpcds_q58/duckdb:duckdb	12237242	12177334	1.00
tpcds_q59/duckdb:duckdb	34741460	34136863	1.02
tpcds_q60/duckdb:duckdb	14797101	14316036	1.03
tpcds_q61/duckdb:duckdb	14662190	14377140	1.02
tpcds_q62/duckdb:duckdb	9341161	9035008	1.03
tpcds_q63/duckdb:duckdb	11255556	11000744	1.02
tpcds_q64/duckdb:duckdb	55839552	51203728	1.09
tpcds_q65/duckdb:duckdb	33211959	34513828	0.96
tpcds_q66/duckdb:duckdb	24070146	25989338	0.93
tpcds_q67/duckdb:duckdb	128763485	130200279	0.99
tpcds_q68/duckdb:duckdb	25216652	24794783	1.02
tpcds_q69/duckdb:duckdb	25212960	24314731	1.04
tpcds_q70/duckdb:duckdb	15357654	14119311	1.09
tpcds_q71/duckdb:duckdb	12878848	12040700	1.07
tpcds_q72/duckdb:duckdb	42509342	41903157	1.01
tpcds_q73/duckdb:duckdb	10623263	10496840	1.01
tpcds_q74/duckdb:duckdb	99573652	99129110	1.00
tpcds_q75/duckdb:duckdb	42107002	43340510	0.97
tpcds_q76/duckdb:duckdb	12051968	12641968	0.95
tpcds_q77/duckdb:duckdb	11937996	12414673	0.96
tpcds_q78/duckdb:duckdb	63894354	62760620	1.02
tpcds_q79/duckdb:duckdb	17744879	18318038	0.97
tpcds_q80/duckdb:duckdb	28400814	28598676	0.99
tpcds_q81/duckdb:duckdb	38418181	36971435	1.04
tpcds_q82/duckdb:duckdb	8743497	8627462	1.01
tpcds_q83/duckdb:duckdb	9407124	8943742	1.05
tpcds_q84/duckdb:duckdb	14315548	13119156	1.09
tpcds_q85/duckdb:duckdb	24640763	23469752	1.05
tpcds_q86/duckdb:duckdb	11023814	10051795	1.10
tpcds_q87/duckdb:duckdb	32272915	32443911	0.99
tpcds_q88/duckdb:duckdb	24326466	23885335	1.02
tpcds_q89/duckdb:duckdb	13183135	13246696	1.00
tpcds_q90/duckdb:duckdb	5946321	5593076	1.06
tpcds_q91/duckdb:duckdb	12913050	12161433	1.06
tpcds_q92/duckdb:duckdb	8609179	8545259	1.01
tpcds_q93/duckdb:duckdb	20488709	21125964	0.97
tpcds_q94/duckdb:duckdb	12559898	12270462	1.02
tpcds_q95/duckdb:duckdb	134350147	128017082	1.05
tpcds_q96/duckdb:duckdb	4822000	4570573	1.06
tpcds_q97/duckdb:duckdb	32113557	29999750	1.07
tpcds_q98/duckdb:duckdb	13830694	13293052	1.04
tpcds_q99/duckdb:duckdb	16244932	15900852	1.02

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-0.8%	+3.9%	-4.5%	+10.9%	➖ noise
1	datafusion:vortex-file-compressed	+3.8%	+3.9%	-0.0%	+24.0%	➖ noise
1	duckdb:duckdb	+2.0%	+3.9%	-1.8%	+10.0%	➖ noise
1	duckdb:vortex-compact	+7.6%	+3.9%	+3.6%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	+9.8%	+3.9%	+5.7%	+10.0%	➖ noise
2	datafusion:vortex-compact	+1.9%	+3.3%	-1.4%	+10.3%	➖ noise
2	datafusion:vortex-file-compressed	+7.0%	+3.3%	+3.6%	+11.6%	➖ noise
2	duckdb:duckdb	+6.6%	+3.3%	+3.2%	+11.1%	➖ noise
2	duckdb:vortex-compact	+2.5%	+3.3%	-0.8%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+9.8%	+3.3%	+6.3%	+11.7%	➖ noise
3	datafusion:vortex-compact	+1.8%	+0.7%	+1.2%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+6.6%	+0.7%	+5.9%	+10.0%	➖ noise
3	duckdb:duckdb	-0.0%	+0.7%	-0.7%	+14.5%	➖ noise
3	duckdb:vortex-compact	+0.2%	+0.7%	-0.5%	+12.3%	➖ noise
3	duckdb:vortex-file-compressed	+7.2%	+0.7%	+6.5%	+11.3%	➖ noise
4	datafusion:vortex-compact	+5.5%	-1.1%	+6.7%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+10.1%	-1.1%	+11.3%	+10.0%	🚨 regression
4	duckdb:duckdb	-0.8%	-1.1%	+0.3%	+10.0%	➖ noise
4	duckdb:vortex-compact	+4.8%	-1.1%	+5.9%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+1.9%	-1.1%	+3.0%	+11.3%	➖ noise
5	datafusion:vortex-compact	+7.1%	+6.9%	+0.2%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+7.2%	+6.9%	+0.3%	+10.0%	➖ noise
5	duckdb:duckdb	+4.4%	+6.9%	-2.3%	+14.0%	➖ noise
5	duckdb:vortex-compact	+2.3%	+6.9%	-4.3%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+6.7%	+6.9%	-0.2%	+10.6%	➖ noise
6	datafusion:vortex-compact	+1.5%	-0.6%	+2.1%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+0.4%	-0.6%	+1.0%	+10.0%	➖ noise
6	duckdb:duckdb	+2.3%	-0.6%	+2.9%	+12.4%	➖ noise
6	duckdb:vortex-compact	+4.2%	-0.6%	+4.8%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+4.2%	-0.6%	+4.8%	+10.0%	➖ noise
7	datafusion:vortex-compact	+4.0%	+4.5%	-0.5%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+4.5%	+4.5%	+0.0%	+10.0%	➖ noise
7	duckdb:duckdb	+4.3%	+4.5%	-0.2%	+19.8%	➖ noise
7	duckdb:vortex-compact	+2.7%	+4.5%	-1.7%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+4.5%	+4.5%	+0.0%	+10.5%	➖ noise
8	datafusion:vortex-compact	+6.4%	+4.4%	+1.9%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+4.7%	+4.4%	+0.4%	+10.0%	➖ noise
8	duckdb:duckdb	+1.4%	+4.4%	-2.9%	+10.0%	➖ noise
8	duckdb:vortex-compact	+6.9%	+4.4%	+2.4%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+5.0%	+4.4%	+0.6%	+10.0%	➖ noise
9	datafusion:vortex-compact	-1.4%	+1.5%	-2.9%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+5.3%	+1.5%	+3.7%	+10.0%	➖ noise
9	duckdb:duckdb	+0.9%	+1.5%	-0.6%	+10.0%	➖ noise
9	duckdb:vortex-compact	+2.7%	+1.5%	+1.1%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+6.0%	+1.5%	+4.4%	+10.0%	➖ noise
10	datafusion:vortex-compact	+1.3%	+0.5%	+0.8%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+1.6%	+0.5%	+1.0%	+12.2%	➖ noise
10	duckdb:duckdb	+2.5%	+0.5%	+1.9%	+10.0%	➖ noise
10	duckdb:vortex-compact	+5.8%	+0.5%	+5.2%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+4.7%	+0.5%	+4.1%	+10.0%	➖ noise
11	datafusion:vortex-compact	+0.3%	+4.6%	-4.2%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+4.0%	+4.6%	-0.6%	+10.0%	➖ noise
11	duckdb:duckdb	+2.8%	+4.6%	-1.7%	+10.0%	➖ noise
11	duckdb:vortex-compact	+0.9%	+4.6%	-3.5%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+0.8%	+4.6%	-3.7%	+10.0%	➖ noise
12	datafusion:vortex-compact	+4.2%	+5.2%	-0.9%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	+6.3%	+5.2%	+1.1%	+11.5%	➖ noise
12	duckdb:duckdb	+2.2%	+5.2%	-2.9%	+12.3%	➖ noise
12	duckdb:vortex-compact	-1.3%	+5.2%	-6.2%	+13.3%	➖ noise
12	duckdb:vortex-file-compressed	+6.0%	+5.2%	+0.8%	+12.2%	➖ noise
13	datafusion:vortex-compact	+2.6%	+0.3%	+2.3%	+10.9%	➖ noise
13	datafusion:vortex-file-compressed	+1.3%	+0.3%	+1.0%	+10.0%	➖ noise
13	duckdb:duckdb	+0.9%	+0.3%	+0.6%	+10.2%	➖ noise
13	duckdb:vortex-compact	-1.2%	+0.3%	-1.5%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+2.1%	+0.3%	+1.8%	+10.0%	➖ noise
14	datafusion:vortex-compact	+2.1%	+1.1%	+1.0%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+9.3%	+1.1%	+8.1%	+10.0%	➖ noise
14	duckdb:duckdb	-1.2%	+1.1%	-2.2%	+10.0%	➖ noise
14	duckdb:vortex-compact	+0.6%	+1.1%	-0.4%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+4.8%	+1.1%	+3.7%	+14.5%	➖ noise
15	datafusion:vortex-compact	+0.6%	+2.5%	-1.8%	+11.3%	➖ noise
15	datafusion:vortex-file-compressed	+8.3%	+2.5%	+5.7%	+11.3%	➖ noise
15	duckdb:duckdb	+5.9%	+2.5%	+3.3%	+11.0%	➖ noise
15	duckdb:vortex-compact	+2.5%	+2.5%	+0.0%	+14.9%	➖ noise
15	duckdb:vortex-file-compressed	+5.8%	+2.5%	+3.3%	+10.0%	➖ noise
16	datafusion:vortex-compact	+2.7%	+1.1%	+1.7%	+12.7%	➖ noise
16	datafusion:vortex-file-compressed	+1.8%	+1.1%	+0.7%	+11.0%	➖ noise
16	duckdb:duckdb	+13.3%	+1.1%	+12.1%	+15.7%	➖ noise
16	duckdb:vortex-compact	-1.0%	+1.1%	-2.0%	+14.8%	➖ noise
16	duckdb:vortex-file-compressed	+5.7%	+1.1%	+4.6%	+13.8%	➖ noise
17	datafusion:vortex-compact	+3.5%	+3.4%	+0.1%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-1.0%	+3.4%	-4.2%	+10.0%	➖ noise
17	duckdb:duckdb	-0.3%	+3.4%	-3.6%	+10.0%	➖ noise
17	duckdb:vortex-compact	+1.2%	+3.4%	-2.1%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	+3.3%	+3.4%	-0.0%	+10.0%	➖ noise
18	datafusion:vortex-compact	-0.3%	+2.0%	-2.3%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+5.2%	+2.0%	+3.1%	+10.0%	➖ noise
18	duckdb:duckdb	+2.6%	+2.0%	+0.5%	+10.0%	➖ noise
18	duckdb:vortex-compact	+2.5%	+2.0%	+0.5%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+2.2%	+2.0%	+0.1%	+10.0%	➖ noise
19	datafusion:vortex-compact	-4.8%	+3.0%	-7.6%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+2.9%	+3.0%	-0.2%	+10.0%	➖ noise
19	duckdb:duckdb	+4.3%	+3.0%	+1.3%	+10.9%	➖ noise
19	duckdb:vortex-compact	+4.1%	+3.0%	+1.0%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	+8.5%	+3.0%	+5.3%	+10.3%	➖ noise
20	datafusion:vortex-compact	-6.5%	+4.0%	-10.1%	+10.0%	✅ faster
20	datafusion:vortex-file-compressed	+0.2%	+4.0%	-3.6%	+10.0%	➖ noise
20	duckdb:duckdb	-3.3%	+4.0%	-7.1%	+10.0%	➖ noise
20	duckdb:vortex-compact	+3.3%	+4.0%	-0.7%	+15.2%	➖ noise
20	duckdb:vortex-file-compressed	+7.4%	+4.0%	+3.3%	+17.8%	➖ noise
21	datafusion:vortex-compact	-1.1%	+3.7%	-4.6%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	+6.7%	+3.7%	+2.9%	+12.8%	➖ noise
21	duckdb:duckdb	+7.8%	+3.7%	+4.0%	+17.3%	➖ noise
21	duckdb:vortex-compact	+0.4%	+3.7%	-3.2%	+11.5%	➖ noise
21	duckdb:vortex-file-compressed	-3.6%	+3.7%	-7.0%	+16.9%	➖ noise
22	datafusion:vortex-compact	-1.3%	-5.1%	+4.0%	+10.7%	➖ noise
22	datafusion:vortex-file-compressed	+2.1%	-5.1%	+7.6%	+13.0%	➖ noise
22	duckdb:duckdb	+2.9%	-5.1%	+8.4%	+10.3%	➖ noise
22	duckdb:vortex-compact	+3.1%	-5.1%	+8.6%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	+6.2%	-5.1%	+11.9%	+10.3%	🚨 regression
23	datafusion:vortex-compact	+1.6%	+0.2%	+1.4%	+10.0%	➖ noise
23	datafusion:vortex-file-compressed	+3.8%	+0.2%	+3.6%	+10.0%	➖ noise
23	duckdb:duckdb	+4.0%	+0.2%	+3.8%	+16.5%	➖ noise
23	duckdb:vortex-compact	-10.1%	+0.2%	-10.3%	+14.6%	➖ noise
23	duckdb:vortex-file-compressed	+2.8%	+0.2%	+2.6%	+10.6%	➖ noise
24	datafusion:vortex-compact	+0.1%	+0.6%	-0.5%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	+4.9%	+0.6%	+4.3%	+10.0%	➖ noise
24	duckdb:duckdb	+12.0%	+0.6%	+11.4%	+11.1%	🚨 regression
24	duckdb:vortex-compact	+2.0%	+0.6%	+1.4%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	-0.6%	+0.6%	-1.2%	+10.0%	➖ noise
25	datafusion:vortex-compact	-0.7%	+2.5%	-3.1%	+10.0%	➖ noise
25	datafusion:vortex-file-compressed	+1.6%	+2.5%	-0.8%	+10.0%	➖ noise
25	duckdb:duckdb	+4.3%	+2.5%	+1.8%	+11.2%	➖ noise
25	duckdb:vortex-compact	+1.3%	+2.5%	-1.1%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	+7.7%	+2.5%	+5.1%	+10.0%	➖ noise
26	datafusion:vortex-compact	+1.4%	+3.4%	-1.9%	+10.0%	➖ noise
26	datafusion:vortex-file-compressed	+3.9%	+3.4%	+0.4%	+10.0%	➖ noise
26	duckdb:duckdb	+8.6%	+3.4%	+4.9%	+12.7%	➖ noise
26	duckdb:vortex-compact	+3.4%	+3.4%	-0.1%	+10.5%	➖ noise
26	duckdb:vortex-file-compressed	+4.6%	+3.4%	+1.1%	+11.1%	➖ noise
27	datafusion:vortex-compact	+2.2%	+0.4%	+1.7%	+10.0%	➖ noise
27	datafusion:vortex-file-compressed	+5.7%	+0.4%	+5.3%	+10.0%	➖ noise
27	duckdb:duckdb	+3.0%	+0.4%	+2.5%	+14.5%	➖ noise
27	duckdb:vortex-compact	+0.2%	+0.4%	-0.3%	+10.0%	➖ noise
27	duckdb:vortex-file-compressed	+1.2%	+0.4%	+0.8%	+10.0%	➖ noise
28	datafusion:vortex-compact	+1.1%	+1.9%	-0.9%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	-3.7%	+1.9%	-5.5%	+10.0%	➖ noise
28	duckdb:duckdb	+3.9%	+1.9%	+2.0%	+10.0%	➖ noise
28	duckdb:vortex-compact	-0.2%	+1.9%	-2.1%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+2.6%	+1.9%	+0.6%	+10.0%	➖ noise
29	datafusion:vortex-compact	+5.3%	-0.2%	+5.5%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	+3.7%	-0.2%	+3.9%	+10.0%	➖ noise
29	duckdb:duckdb	+0.8%	-0.2%	+1.0%	+10.3%	➖ noise
29	duckdb:vortex-compact	+2.7%	-0.2%	+2.9%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	+1.9%	-0.2%	+2.1%	+10.0%	➖ noise
30	datafusion:vortex-compact	+2.9%	+2.7%	+0.3%	+10.0%	➖ noise
30	datafusion:vortex-file-compressed	-0.5%	+2.7%	-3.1%	+10.0%	➖ noise
30	duckdb:duckdb	+9.9%	+2.7%	+7.1%	+10.0%	➖ noise
30	duckdb:vortex-compact	+3.6%	+2.7%	+0.9%	+12.9%	➖ noise
30	duckdb:vortex-file-compressed	+2.9%	+2.7%	+0.3%	+12.2%	➖ noise
31	datafusion:vortex-compact	-2.1%	+2.0%	-4.0%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+0.7%	+2.0%	-1.3%	+10.0%	➖ noise
31	duckdb:duckdb	+6.4%	+2.0%	+4.3%	+11.9%	➖ noise
31	duckdb:vortex-compact	-0.5%	+2.0%	-2.5%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	-6.8%	+2.0%	-8.7%	+10.0%	➖ noise
32	datafusion:vortex-compact	+0.3%	+2.0%	-1.6%	+11.5%	➖ noise
32	datafusion:vortex-file-compressed	+3.9%	+2.0%	+1.9%	+10.0%	➖ noise
32	duckdb:duckdb	+10.1%	+2.0%	+8.0%	+12.8%	➖ noise
32	duckdb:vortex-compact	-1.1%	+2.0%	-3.1%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	-0.8%	+2.0%	-2.7%	+10.3%	➖ noise
33	datafusion:vortex-compact	+3.4%	+0.1%	+3.4%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	-0.8%	+0.1%	-0.9%	+10.0%	➖ noise
33	duckdb:duckdb	+6.4%	+0.1%	+6.3%	+10.0%	➖ noise
33	duckdb:vortex-compact	-1.9%	+0.1%	-2.0%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	+5.8%	+0.1%	+5.8%	+11.1%	➖ noise
34	datafusion:vortex-compact	+0.4%	+0.6%	-0.2%	+10.5%	➖ noise
34	datafusion:vortex-file-compressed	-1.6%	+0.6%	-2.2%	+10.0%	➖ noise
34	duckdb:duckdb	+1.4%	+0.6%	+0.8%	+17.8%	➖ noise
34	duckdb:vortex-compact	-0.9%	+0.6%	-1.5%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	+13.2%	+0.6%	+12.6%	+11.0%	🚨 regression
35	datafusion:vortex-compact	+1.0%	+0.5%	+0.4%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	+2.3%	+0.5%	+1.7%	+10.0%	➖ noise
35	duckdb:duckdb	+2.6%	+0.5%	+2.1%	+13.3%	➖ noise
35	duckdb:vortex-compact	-2.4%	+0.5%	-2.9%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	+12.6%	+0.5%	+11.9%	+10.6%	🚨 regression
36	datafusion:vortex-compact	+0.9%	+2.4%	-1.4%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	+1.3%	+2.4%	-1.0%	+10.8%	➖ noise
36	duckdb:duckdb	+4.6%	+2.4%	+2.2%	+10.0%	➖ noise
36	duckdb:vortex-compact	-2.1%	+2.4%	-4.3%	+10.0%	➖ noise
36	duckdb:vortex-file-compressed	+12.5%	+2.4%	+9.9%	+11.2%	➖ noise
37	datafusion:vortex-compact	-3.2%	+3.5%	-6.5%	+13.0%	➖ noise
37	datafusion:vortex-file-compressed	+5.1%	+3.5%	+1.5%	+15.1%	➖ noise
37	duckdb:duckdb	-0.1%	+3.5%	-3.6%	+14.0%	➖ noise
37	duckdb:vortex-compact	-2.5%	+3.5%	-5.9%	+10.0%	➖ noise
37	duckdb:vortex-file-compressed	+9.8%	+3.5%	+6.1%	+15.3%	➖ noise
38	datafusion:vortex-compact	+5.1%	-1.4%	+6.5%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	+2.3%	-1.4%	+3.7%	+10.6%	➖ noise
38	duckdb:duckdb	+3.0%	-1.4%	+4.4%	+14.5%	➖ noise
38	duckdb:vortex-compact	+2.1%	-1.4%	+3.5%	+10.0%	➖ noise
38	duckdb:vortex-file-compressed	+7.0%	-1.4%	+8.5%	+13.4%	➖ noise
39	datafusion:vortex-compact	-2.4%	+0.1%	-2.5%	+11.3%	➖ noise
39	datafusion:vortex-file-compressed	-3.2%	+0.1%	-3.2%	+10.2%	➖ noise
39	duckdb:duckdb	+20.7%	+0.1%	+20.6%	+17.2%	🚨 regression
39	duckdb:vortex-compact	-4.7%	+0.1%	-4.8%	+18.5%	➖ noise
39	duckdb:vortex-file-compressed	-17.2%	+0.1%	-17.2%	+20.9%	➖ noise
40	datafusion:vortex-compact	+3.8%	-1.2%	+5.1%	+13.4%	➖ noise
40	datafusion:vortex-file-compressed	-0.4%	-1.2%	+0.8%	+15.4%	➖ noise
40	duckdb:duckdb	+4.8%	-1.2%	+6.1%	+15.8%	➖ noise
40	duckdb:vortex-compact	+4.1%	-1.2%	+5.4%	+15.7%	➖ noise
40	duckdb:vortex-file-compressed	+8.2%	-1.2%	+9.5%	+13.4%	➖ noise
41	datafusion:vortex-compact	+0.1%	+3.4%	-3.2%	+14.5%	➖ noise
41	datafusion:vortex-file-compressed	+4.3%	+3.4%	+0.8%	+14.6%	➖ noise
41	duckdb:duckdb	+4.0%	+3.4%	+0.5%	+10.1%	➖ noise
41	duckdb:vortex-compact	+0.3%	+3.4%	-3.0%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	+5.7%	+3.4%	+2.2%	+10.0%	➖ noise
42	datafusion:vortex-compact	+3.9%	+2.3%	+1.6%	+13.3%	➖ noise
42	datafusion:vortex-file-compressed	+5.5%	+2.3%	+3.2%	+11.2%	➖ noise
42	duckdb:duckdb	+2.2%	+2.3%	-0.0%	+16.2%	➖ noise
42	duckdb:vortex-compact	+13.1%	+2.3%	+10.6%	+19.6%	➖ noise
42	duckdb:vortex-file-compressed	+0.1%	+2.3%	-2.2%	+18.4%	➖ noise
43	datafusion:vortex-compact	-0.3%	+1.9%	-2.2%	+10.0%	➖ noise
43	datafusion:vortex-file-compressed	+5.6%	+1.9%	+3.6%	+10.0%	➖ noise
43	duckdb:duckdb	+2.2%	+1.9%	+0.3%	+10.0%	➖ noise
43	duckdb:vortex-compact	+1.3%	+1.9%	-0.6%	+10.0%	➖ noise
43	duckdb:vortex-file-compressed	+7.4%	+1.9%	+5.4%	+10.0%	➖ noise
44	datafusion:vortex-compact	+2.0%	-0.4%	+2.3%	+10.0%	➖ noise
44	datafusion:vortex-file-compressed	+0.0%	-0.4%	+0.4%	+10.0%	➖ noise
44	duckdb:duckdb	+0.6%	-0.4%	+1.0%	+12.7%	➖ noise
44	duckdb:vortex-compact	+0.7%	-0.4%	+1.0%	+10.0%	➖ noise
44	duckdb:vortex-file-compressed	+10.1%	-0.4%	+10.6%	+12.5%	➖ noise
45	datafusion:vortex-compact	-1.6%	+0.8%	-2.3%	+10.0%	➖ noise
45	datafusion:vortex-file-compressed	-1.6%	+0.8%	-2.4%	+10.0%	➖ noise
45	duckdb:duckdb	-2.3%	+0.8%	-3.1%	+11.5%	➖ noise
45	duckdb:vortex-compact	-2.5%	+0.8%	-3.2%	+13.5%	➖ noise
45	duckdb:vortex-file-compressed	+2.4%	+0.8%	+1.6%	+10.0%	➖ noise
46	datafusion:vortex-compact	+1.6%	+3.3%	-1.7%	+10.0%	➖ noise
46	datafusion:vortex-file-compressed	+0.6%	+3.3%	-2.6%	+10.0%	➖ noise
46	duckdb:duckdb	+5.4%	+3.3%	+2.1%	+10.0%	➖ noise
46	duckdb:vortex-compact	+2.4%	+3.3%	-0.8%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	+6.3%	+3.3%	+2.9%	+10.0%	➖ noise
47	datafusion:vortex-compact	-0.9%	-0.6%	-0.3%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	+3.2%	-0.6%	+3.8%	+10.0%	➖ noise
47	duckdb:duckdb	-2.0%	-0.6%	-1.4%	+10.0%	➖ noise
47	duckdb:vortex-compact	+3.0%	-0.6%	+3.7%	+13.0%	➖ noise
47	duckdb:vortex-file-compressed	-1.3%	-0.6%	-0.7%	+11.4%	➖ noise
48	datafusion:vortex-compact	+1.8%	-1.9%	+3.8%	+10.0%	➖ noise
48	datafusion:vortex-file-compressed	-1.7%	-1.9%	+0.2%	+10.0%	➖ noise
48	duckdb:duckdb	+4.7%	-1.9%	+6.8%	+10.0%	➖ noise
48	duckdb:vortex-compact	+1.5%	-1.9%	+3.5%	+10.0%	➖ noise
48	duckdb:vortex-file-compressed	+3.6%	-1.9%	+5.6%	+10.5%	➖ noise
49	datafusion:vortex-compact	+0.7%	+6.5%	-5.4%	+14.1%	➖ noise
49	datafusion:vortex-file-compressed	-1.0%	+6.5%	-7.0%	+15.3%	➖ noise
49	duckdb:duckdb	+0.7%	+6.5%	-5.4%	+16.6%	➖ noise
49	duckdb:vortex-compact	-3.2%	+6.5%	-9.1%	+16.9%	➖ noise
49	duckdb:vortex-file-compressed	+2.4%	+6.5%	-3.9%	+18.9%	➖ noise
50	datafusion:vortex-compact	-0.0%	+0.2%	-0.3%	+10.0%	➖ noise
50	datafusion:vortex-file-compressed	-1.1%	+0.2%	-1.3%	+10.0%	➖ noise
50	duckdb:duckdb	+8.2%	+0.2%	+8.0%	+38.6%	➖ noise
50	duckdb:vortex-compact	+2.3%	+0.2%	+2.1%	+10.9%	➖ noise
50	duckdb:vortex-file-compressed	-0.8%	+0.2%	-1.0%	+10.0%	➖ noise
51	datafusion:vortex-compact	-0.2%	+8.4%	-7.9%	+12.5%	➖ noise
51	datafusion:vortex-file-compressed	+4.3%	+8.4%	-3.8%	+12.6%	➖ noise
51	duckdb:duckdb	+0.9%	+8.4%	-6.9%	+11.2%	➖ noise
51	duckdb:vortex-compact	-5.0%	+8.4%	-12.3%	+20.9%	➖ noise
51	duckdb:vortex-file-compressed	+1.0%	+8.4%	-6.8%	+20.9%	➖ noise
52	datafusion:vortex-compact	+5.8%	+0.6%	+5.2%	+15.4%	➖ noise
52	datafusion:vortex-file-compressed	+4.0%	+0.6%	+3.4%	+16.4%	➖ noise
52	duckdb:duckdb	+7.1%	+0.6%	+6.5%	+14.4%	➖ noise
52	duckdb:vortex-compact	+5.9%	+0.6%	+5.3%	+16.5%	➖ noise
52	duckdb:vortex-file-compressed	+10.7%	+0.6%	+10.0%	+17.8%	➖ noise
53	datafusion:vortex-compact	+3.0%	+4.0%	-0.9%	+13.5%	➖ noise
53	datafusion:vortex-file-compressed	+6.1%	+4.0%	+2.1%	+10.0%	➖ noise
53	duckdb:duckdb	+3.5%	+4.0%	-0.4%	+11.1%	➖ noise
53	duckdb:vortex-compact	+2.8%	+4.0%	-1.1%	+10.0%	➖ noise
53	duckdb:vortex-file-compressed	+6.1%	+4.0%	+2.0%	+12.2%	➖ noise
54	datafusion:vortex-compact	-1.6%	+1.6%	-3.1%	+10.0%	➖ noise
54	datafusion:vortex-file-compressed	+3.6%	+1.6%	+2.0%	+10.0%	➖ noise
54	duckdb:duckdb	-2.0%	+1.6%	-3.6%	+10.0%	➖ noise
54	duckdb:vortex-compact	+6.5%	+1.6%	+4.8%	+10.0%	➖ noise
54	duckdb:vortex-file-compressed	+4.8%	+1.6%	+3.2%	+10.8%	➖ noise
55	datafusion:vortex-compact	+2.1%	+4.5%	-2.4%	+14.1%	➖ noise
55	datafusion:vortex-file-compressed	+5.7%	+4.5%	+1.2%	+11.7%	➖ noise
55	duckdb:duckdb	+2.7%	+4.5%	-1.7%	+16.9%	➖ noise
55	duckdb:vortex-compact	+5.7%	+4.5%	+1.1%	+15.2%	➖ noise
55	duckdb:vortex-file-compressed	-0.4%	+4.5%	-4.7%	+14.1%	➖ noise
56	datafusion:vortex-compact	+1.3%	-4.5%	+6.1%	+12.5%	➖ noise
56	datafusion:vortex-file-compressed	+9.7%	-4.5%	+14.9%	+10.2%	🚨 regression
56	duckdb:duckdb	+10.1%	-4.5%	+15.3%	+12.1%	🚨 regression
56	duckdb:vortex-compact	+3.8%	-4.5%	+8.7%	+10.0%	➖ noise
56	duckdb:vortex-file-compressed	+4.8%	-4.5%	+9.8%	+14.8%	➖ noise
57	datafusion:vortex-compact	+1.2%	+2.4%	-1.2%	+10.0%	➖ noise
57	datafusion:vortex-file-compressed	+1.4%	+2.4%	-1.0%	+10.0%	➖ noise
57	duckdb:duckdb	-0.9%	+2.4%	-3.2%	+10.0%	➖ noise
57	duckdb:vortex-compact	+1.7%	+2.4%	-0.7%	+10.6%	➖ noise
57	duckdb:vortex-file-compressed	+7.4%	+2.4%	+4.9%	+13.6%	➖ noise
58	datafusion:vortex-compact	-1.2%	-0.2%	-1.0%	+10.0%	➖ noise
58	datafusion:vortex-file-compressed	+4.3%	-0.2%	+4.5%	+10.0%	➖ noise
58	duckdb:duckdb	+0.5%	-0.2%	+0.7%	+14.0%	➖ noise
58	duckdb:vortex-compact	-0.3%	-0.2%	-0.1%	+11.4%	➖ noise
58	duckdb:vortex-file-compressed	+7.0%	-0.2%	+7.2%	+14.7%	➖ noise
59	datafusion:vortex-compact	+0.6%	+2.4%	-1.8%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	-1.5%	+2.4%	-3.9%	+10.0%	➖ noise
59	duckdb:duckdb	+1.8%	+2.4%	-0.6%	+10.0%	➖ noise
59	duckdb:vortex-compact	+2.3%	+2.4%	-0.1%	+10.0%	➖ noise
59	duckdb:vortex-file-compressed	+0.9%	+2.4%	-1.5%	+10.0%	➖ noise
60	datafusion:vortex-compact	-3.1%	+0.8%	-3.9%	+10.0%	➖ noise
60	datafusion:vortex-file-compressed	+2.5%	+0.8%	+1.7%	+11.0%	➖ noise
60	duckdb:duckdb	+3.4%	+0.8%	+2.5%	+11.4%	➖ noise
60	duckdb:vortex-compact	+0.1%	+0.8%	-0.8%	+10.0%	➖ noise
60	duckdb:vortex-file-compressed	+3.8%	+0.8%	+2.9%	+12.0%	➖ noise
61	datafusion:vortex-compact	+1.8%	+4.3%	-2.4%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	-2.9%	+4.3%	-6.9%	+10.0%	➖ noise
61	duckdb:duckdb	+2.0%	+4.3%	-2.2%	+10.5%	➖ noise
61	duckdb:vortex-compact	-3.5%	+4.3%	-7.5%	+10.0%	➖ noise
61	duckdb:vortex-file-compressed	-3.3%	+4.3%	-7.3%	+13.5%	➖ noise
62	datafusion:vortex-compact	-0.6%	-2.8%	+2.2%	+10.0%	➖ noise
62	datafusion:vortex-file-compressed	+1.4%	-2.8%	+4.3%	+10.6%	➖ noise
62	duckdb:duckdb	+3.4%	-2.8%	+6.3%	+12.0%	➖ noise
62	duckdb:vortex-compact	+15.9%	-2.8%	+19.2%	+22.2%	➖ noise
62	duckdb:vortex-file-compressed	-0.2%	-2.8%	+2.6%	+22.2%	➖ noise
63	datafusion:vortex-compact	+1.9%	-0.8%	+2.7%	+10.0%	➖ noise
63	datafusion:vortex-file-compressed	+0.1%	-0.8%	+1.0%	+10.0%	➖ noise
63	duckdb:duckdb	+2.3%	-0.8%	+3.2%	+10.4%	➖ noise
63	duckdb:vortex-compact	-2.8%	-0.8%	-2.0%	+10.0%	➖ noise
63	duckdb:vortex-file-compressed	+8.5%	-0.8%	+9.4%	+11.5%	➖ noise
64	datafusion:vortex-compact	+4.6%	-0.3%	+4.9%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	+6.6%	-0.3%	+6.9%	+10.0%	➖ noise
64	duckdb:duckdb	+9.1%	-0.3%	+9.4%	+10.0%	➖ noise
64	duckdb:vortex-compact	+0.5%	-0.3%	+0.8%	+10.0%	➖ noise
64	duckdb:vortex-file-compressed	+1.6%	-0.3%	+1.9%	+10.0%	➖ noise
65	datafusion:vortex-compact	+5.6%	-0.3%	+5.9%	+10.0%	➖ noise
65	datafusion:vortex-file-compressed	-2.0%	-0.3%	-1.7%	+13.6%	➖ noise
65	duckdb:duckdb	-3.8%	-0.3%	-3.5%	+12.2%	➖ noise
65	duckdb:vortex-compact	+4.8%	-0.3%	+5.2%	+10.0%	➖ noise
65	duckdb:vortex-file-compressed	-0.4%	-0.3%	-0.1%	+10.0%	➖ noise
66	datafusion:vortex-compact	-7.4%	+2.8%	-10.0%	+14.9%	➖ noise
66	datafusion:vortex-file-compressed	+8.6%	+2.8%	+5.7%	+13.9%	➖ noise
66	duckdb:duckdb	-7.4%	+2.8%	-9.9%	+19.2%	➖ noise
66	duckdb:vortex-compact	+2.7%	+2.8%	-0.2%	+12.6%	➖ noise
66	duckdb:vortex-file-compressed	+4.9%	+2.8%	+2.0%	+13.2%	➖ noise
67	datafusion:vortex-compact	+2.2%	-1.6%	+3.9%	+10.0%	➖ noise
67	datafusion:vortex-file-compressed	+2.7%	-1.6%	+4.4%	+10.0%	➖ noise
67	duckdb:duckdb	-1.1%	-1.6%	+0.5%	+10.0%	➖ noise
67	duckdb:vortex-compact	+0.7%	-1.6%	+2.3%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	+0.9%	-1.6%	+2.5%	+10.0%	➖ noise
68	datafusion:vortex-compact	+3.7%	-1.6%	+5.4%	+10.0%	➖ noise
68	datafusion:vortex-file-compressed	-0.1%	-1.6%	+1.5%	+10.0%	➖ noise
68	duckdb:duckdb	+1.7%	-1.6%	+3.3%	+10.0%	➖ noise
68	duckdb:vortex-compact	-0.9%	-1.6%	+0.7%	+10.0%	➖ noise
68	duckdb:vortex-file-compressed	+0.3%	-1.6%	+1.9%	+10.0%	➖ noise
69	datafusion:vortex-compact	+2.6%	+3.8%	-1.1%	+10.0%	➖ noise
69	datafusion:vortex-file-compressed	-2.8%	+3.8%	-6.3%	+10.0%	➖ noise
69	duckdb:duckdb	+3.7%	+3.8%	-0.1%	+13.7%	➖ noise
69	duckdb:vortex-compact	+2.9%	+3.8%	-0.8%	+10.0%	➖ noise
69	duckdb:vortex-file-compressed	+3.4%	+3.8%	-0.3%	+10.0%	➖ noise
70	datafusion:vortex-compact	+0.7%	+2.0%	-1.3%	+10.0%	➖ noise
70	datafusion:vortex-file-compressed	+6.6%	+2.0%	+4.6%	+10.5%	➖ noise
70	duckdb:duckdb	+8.8%	+2.0%	+6.7%	+12.8%	➖ noise
70	duckdb:vortex-compact	+12.3%	+2.0%	+10.1%	+12.9%	➖ noise
70	duckdb:vortex-file-compressed	+1.2%	+2.0%	-0.8%	+10.0%	➖ noise
71	datafusion:vortex-compact	-0.3%	-3.9%	+3.7%	+10.0%	➖ noise
71	datafusion:vortex-file-compressed	+2.6%	-3.9%	+6.8%	+12.4%	➖ noise
71	duckdb:duckdb	+7.0%	-3.9%	+11.3%	+13.0%	➖ noise
71	duckdb:vortex-compact	-4.5%	-3.9%	-0.6%	+10.9%	➖ noise
71	duckdb:vortex-file-compressed	+2.7%	-3.9%	+6.9%	+13.7%	➖ noise
72	datafusion:vortex-compact	+3.4%	+0.5%	+2.9%	+10.0%	➖ noise
72	datafusion:vortex-file-compressed	+4.3%	+0.5%	+3.8%	+10.0%	➖ noise
72	duckdb:duckdb	+1.4%	+0.5%	+0.9%	+10.0%	➖ noise
72	duckdb:vortex-compact	-2.0%	+0.5%	-2.5%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	+2.1%	+0.5%	+1.6%	+10.0%	➖ noise
73	datafusion:vortex-compact	+1.3%	-1.7%	+3.0%	+21.6%	➖ noise
73	datafusion:vortex-file-compressed	+3.4%	-1.7%	+5.1%	+24.4%	➖ noise
73	duckdb:duckdb	+1.2%	-1.7%	+2.9%	+13.2%	➖ noise
73	duckdb:vortex-compact	+2.2%	-1.7%	+4.0%	+10.0%	➖ noise
73	duckdb:vortex-file-compressed	+2.0%	-1.7%	+3.7%	+10.0%	➖ noise
74	datafusion:vortex-compact	-0.7%	-2.6%	+2.0%	+10.0%	➖ noise
74	datafusion:vortex-file-compressed	-0.7%	-2.6%	+2.0%	+10.0%	➖ noise
74	duckdb:duckdb	+0.4%	-2.6%	+3.2%	+10.0%	➖ noise
74	duckdb:vortex-compact	-1.2%	-2.6%	+1.5%	+10.0%	➖ noise
74	duckdb:vortex-file-compressed	+9.3%	-2.6%	+12.3%	+10.0%	🚨 regression
75	datafusion:vortex-compact	+2.0%	+1.8%	+0.2%	+10.0%	➖ noise
75	datafusion:vortex-file-compressed	-1.6%	+1.8%	-3.4%	+10.0%	➖ noise
75	duckdb:duckdb	-2.8%	+1.8%	-4.6%	+10.0%	➖ noise
75	duckdb:vortex-compact	-3.6%	+1.8%	-5.3%	+12.2%	➖ noise
75	duckdb:vortex-file-compressed	-4.4%	+1.8%	-6.1%	+10.0%	➖ noise
76	datafusion:vortex-compact	+2.4%	-3.2%	+5.8%	+10.3%	➖ noise
76	datafusion:vortex-file-compressed	+2.8%	-3.2%	+6.3%	+15.4%	➖ noise
76	duckdb:duckdb	-4.7%	-3.2%	-1.5%	+14.6%	➖ noise
76	duckdb:vortex-compact	-0.8%	-3.2%	+2.5%	+10.0%	➖ noise
76	duckdb:vortex-file-compressed	+15.2%	-3.2%	+19.0%	+16.5%	🚨 regression
77	datafusion:vortex-compact	-3.2%	-3.5%	+0.4%	+10.7%	➖ noise
77	datafusion:vortex-file-compressed	+4.2%	-3.5%	+8.0%	+10.0%	➖ noise
77	duckdb:duckdb	-3.8%	-3.5%	-0.3%	+13.7%	➖ noise
77	duckdb:vortex-compact	-0.2%	-3.5%	+3.4%	+10.0%	➖ noise
77	duckdb:vortex-file-compressed	-0.8%	-3.5%	+2.8%	+19.1%	➖ noise
78	datafusion:vortex-compact	+0.5%	+4.0%	-3.4%	+10.0%	➖ noise
78	datafusion:vortex-file-compressed	+2.4%	+4.0%	-1.6%	+10.0%	➖ noise
78	duckdb:duckdb	+1.8%	+4.0%	-2.2%	+11.2%	➖ noise
78	duckdb:vortex-compact	-2.7%	+4.0%	-6.5%	+10.0%	➖ noise
78	duckdb:vortex-file-compressed	-3.6%	+4.0%	-7.3%	+12.5%	➖ noise
79	datafusion:vortex-compact	+0.8%	-1.2%	+2.0%	+10.0%	➖ noise
79	datafusion:vortex-file-compressed	-0.2%	-1.2%	+0.9%	+10.0%	➖ noise
79	duckdb:duckdb	-3.1%	-1.2%	-2.0%	+11.7%	➖ noise
79	duckdb:vortex-compact	+1.5%	-1.2%	+2.7%	+10.0%	➖ noise
79	duckdb:vortex-file-compressed	+7.0%	-1.2%	+8.3%	+11.4%	➖ noise
80	datafusion:vortex-compact	+3.8%	-1.2%	+5.0%	+10.0%	➖ noise
80	datafusion:vortex-file-compressed	+5.1%	-1.2%	+6.3%	+10.0%	➖ noise
80	duckdb:duckdb	-0.7%	-1.2%	+0.5%	+16.6%	➖ noise
80	duckdb:vortex-compact	-0.3%	-1.2%	+0.9%	+10.0%	➖ noise
80	duckdb:vortex-file-compressed	+2.2%	-1.2%	+3.4%	+10.0%	➖ noise
81	datafusion:vortex-compact	+3.5%	+1.6%	+1.9%	+12.2%	➖ noise
81	datafusion:vortex-file-compressed	+3.4%	+1.6%	+1.8%	+14.6%	➖ noise
81	duckdb:duckdb	+3.9%	+1.6%	+2.3%	+10.3%	➖ noise
81	duckdb:vortex-compact	-0.4%	+1.6%	-1.9%	+14.5%	➖ noise
81	duckdb:vortex-file-compressed	+6.1%	+1.6%	+4.5%	+11.2%	➖ noise
82	datafusion:vortex-compact	+3.6%	+0.2%	+3.4%	+10.0%	➖ noise
82	datafusion:vortex-file-compressed	+3.9%	+0.2%	+3.7%	+11.2%	➖ noise
82	duckdb:duckdb	+1.3%	+0.2%	+1.1%	+18.2%	➖ noise
82	duckdb:vortex-compact	+5.4%	+0.2%	+5.2%	+13.7%	➖ noise
82	duckdb:vortex-file-compressed	+6.3%	+0.2%	+6.1%	+16.4%	➖ noise
83	datafusion:vortex-compact	+3.7%	+2.3%	+1.4%	+10.0%	➖ noise
83	datafusion:vortex-file-compressed	-2.1%	+2.3%	-4.3%	+10.0%	➖ noise
83	duckdb:duckdb	+5.2%	+2.3%	+2.8%	+11.3%	➖ noise
83	duckdb:vortex-compact	+0.4%	+2.3%	-1.9%	+10.0%	➖ noise
83	duckdb:vortex-file-compressed	+7.9%	+2.3%	+5.4%	+10.0%	➖ noise
84	datafusion:vortex-compact	-0.8%	+4.3%	-4.9%	+13.3%	➖ noise
84	datafusion:vortex-file-compressed	+0.6%	+4.3%	-3.5%	+11.9%	➖ noise
84	duckdb:duckdb	+9.1%	+4.3%	+4.7%	+10.0%	➖ noise
84	duckdb:vortex-compact	+4.5%	+4.3%	+0.2%	+10.5%	➖ noise
84	duckdb:vortex-file-compressed	+4.4%	+4.3%	+0.2%	+10.0%	➖ noise
85	datafusion:vortex-compact	+1.8%	+5.1%	-3.1%	+10.0%	➖ noise
85	datafusion:vortex-file-compressed	+0.9%	+5.1%	-3.9%	+10.0%	➖ noise
85	duckdb:duckdb	+5.0%	+5.1%	-0.1%	+13.2%	➖ noise
85	duckdb:vortex-compact	+1.4%	+5.1%	-3.5%	+10.0%	➖ noise
85	duckdb:vortex-file-compressed	+7.8%	+5.1%	+2.6%	+10.0%	➖ noise
86	datafusion:vortex-compact	-0.7%	+2.0%	-2.6%	+10.5%	➖ noise
86	datafusion:vortex-file-compressed	-2.5%	+2.0%	-4.4%	+11.9%	➖ noise
86	duckdb:duckdb	+9.7%	+2.0%	+7.5%	+15.7%	➖ noise
86	duckdb:vortex-compact	+5.7%	+2.0%	+3.6%	+16.7%	➖ noise
86	duckdb:vortex-file-compressed	+12.8%	+2.0%	+10.5%	+16.5%	➖ noise
87	datafusion:vortex-compact	+1.0%	+2.2%	-1.3%	+10.0%	➖ noise
87	datafusion:vortex-file-compressed	+0.4%	+2.2%	-1.8%	+10.0%	➖ noise
87	duckdb:duckdb	-0.5%	+2.2%	-2.7%	+11.1%	➖ noise
87	duckdb:vortex-compact	-2.8%	+2.2%	-5.0%	+14.3%	➖ noise
87	duckdb:vortex-file-compressed	+1.1%	+2.2%	-1.1%	+13.7%	➖ noise
88	datafusion:vortex-compact	+0.1%	+3.2%	-3.1%	+10.0%	➖ noise
88	datafusion:vortex-file-compressed	+2.9%	+3.2%	-0.3%	+10.0%	➖ noise
88	duckdb:duckdb	+1.8%	+3.2%	-1.4%	+10.0%	➖ noise
88	duckdb:vortex-compact	-1.8%	+3.2%	-4.9%	+10.2%	➖ noise
88	duckdb:vortex-file-compressed	+1.9%	+3.2%	-1.3%	+10.9%	➖ noise
89	datafusion:vortex-compact	-1.7%	+2.7%	-4.2%	+10.0%	➖ noise
89	datafusion:vortex-file-compressed	+0.5%	+2.7%	-2.1%	+11.4%	➖ noise
89	duckdb:duckdb	-0.5%	+2.7%	-3.1%	+14.0%	➖ noise
89	duckdb:vortex-compact	+2.4%	+2.7%	-0.3%	+10.0%	➖ noise
89	duckdb:vortex-file-compressed	+1.8%	+2.7%	-0.9%	+12.1%	➖ noise
90	datafusion:vortex-compact	+3.7%	+1.9%	+1.8%	+12.3%	➖ noise
90	datafusion:vortex-file-compressed	+0.1%	+1.9%	-1.7%	+13.0%	➖ noise
90	duckdb:duckdb	+6.3%	+1.9%	+4.4%	+17.6%	➖ noise
90	duckdb:vortex-compact	-0.7%	+1.9%	-2.5%	+14.0%	➖ noise
90	duckdb:vortex-file-compressed	-0.4%	+1.9%	-2.2%	+13.6%	➖ noise
91	datafusion:vortex-compact	+3.5%	-2.1%	+5.7%	+10.0%	➖ noise
91	datafusion:vortex-file-compressed	+2.0%	-2.1%	+4.2%	+11.2%	➖ noise
91	duckdb:duckdb	+6.2%	-2.1%	+8.5%	+14.2%	➖ noise
91	duckdb:vortex-compact	+1.6%	-2.1%	+3.8%	+10.8%	➖ noise
91	duckdb:vortex-file-compressed	+8.5%	-2.1%	+10.9%	+12.2%	➖ noise
92	datafusion:vortex-compact	+4.7%	-1.3%	+6.0%	+10.0%	➖ noise
92	datafusion:vortex-file-compressed	+5.3%	-1.3%	+6.7%	+10.8%	➖ noise
92	duckdb:duckdb	+0.7%	-1.3%	+2.1%	+15.3%	➖ noise
92	duckdb:vortex-compact	-6.4%	-1.3%	-5.2%	+14.6%	➖ noise
92	duckdb:vortex-file-compressed	+4.4%	-1.3%	+5.8%	+13.6%	➖ noise
93	datafusion:vortex-compact	+5.0%	+2.6%	+2.3%	+11.8%	➖ noise
93	datafusion:vortex-file-compressed	+0.8%	+2.6%	-1.8%	+11.9%	➖ noise
93	duckdb:duckdb	-3.0%	+2.6%	-5.5%	+18.5%	➖ noise
93	duckdb:vortex-compact	+1.3%	+2.6%	-1.2%	+10.0%	➖ noise
93	duckdb:vortex-file-compressed	+2.7%	+2.6%	+0.1%	+16.1%	➖ noise
94	datafusion:vortex-compact	+2.9%	-0.4%	+3.3%	+10.0%	➖ noise
94	datafusion:vortex-file-compressed	+4.0%	-0.4%	+4.5%	+10.0%	➖ noise
94	duckdb:duckdb	+2.4%	-0.4%	+2.8%	+10.0%	➖ noise
94	duckdb:vortex-compact	-2.3%	-0.4%	-1.9%	+10.1%	➖ noise
94	duckdb:vortex-file-compressed	+9.6%	-0.4%	+10.0%	+13.8%	➖ noise
95	datafusion:vortex-compact	+0.2%	+3.1%	-2.8%	+10.0%	➖ noise
95	datafusion:vortex-file-compressed	-3.9%	+3.1%	-6.8%	+10.0%	➖ noise
95	duckdb:duckdb	+4.9%	+3.1%	+1.8%	+10.0%	➖ noise
95	duckdb:vortex-compact	-0.5%	+3.1%	-3.5%	+17.3%	➖ noise
95	duckdb:vortex-file-compressed	-0.0%	+3.1%	-3.1%	+15.9%	➖ noise
96	datafusion:vortex-compact	-3.4%	+7.8%	-10.3%	+12.4%	➖ noise
96	datafusion:vortex-file-compressed	+6.3%	+7.8%	-1.3%	+14.8%	➖ noise
96	duckdb:duckdb	+5.5%	+7.8%	-2.1%	+17.6%	➖ noise
96	duckdb:vortex-compact	-12.0%	+7.8%	-18.4%	+17.5%	✅ faster
96	duckdb:vortex-file-compressed	+2.8%	+7.8%	-4.6%	+11.1%	➖ noise
97	datafusion:vortex-compact	+2.8%	+1.1%	+1.7%	+10.0%	➖ noise
97	datafusion:vortex-file-compressed	-1.5%	+1.1%	-2.6%	+10.0%	➖ noise
97	duckdb:duckdb	+7.0%	+1.1%	+5.9%	+10.7%	➖ noise
97	duckdb:vortex-compact	+9.0%	+1.1%	+7.9%	+12.1%	➖ noise
97	duckdb:vortex-file-compressed	-3.0%	+1.1%	-4.0%	+13.1%	➖ noise
98	datafusion:vortex-compact	+0.3%	+1.4%	-1.1%	+11.5%	➖ noise
98	datafusion:vortex-file-compressed	-1.7%	+1.4%	-3.0%	+10.0%	➖ noise
98	duckdb:duckdb	+4.0%	+1.4%	+2.6%	+12.8%	➖ noise
98	duckdb:vortex-compact	+7.9%	+1.4%	+6.4%	+12.6%	➖ noise
98	duckdb:vortex-file-compressed	+8.7%	+1.4%	+7.2%	+11.9%	➖ noise
99	datafusion:vortex-compact	-1.0%	+5.5%	-6.2%	+18.0%	➖ noise
99	datafusion:vortex-file-compressed	+2.6%	+5.5%	-2.7%	+16.2%	➖ noise
99	duckdb:duckdb	+2.2%	+5.5%	-3.1%	+12.9%	➖ noise
99	duckdb:vortex-compact	+3.4%	+5.5%	-2.0%	+33.3%	➖ noise
99	duckdb:vortex-file-compressed	+10.2%	+5.5%	+4.5%	+28.4%	➖ noise

[github-actions]

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -1.5%
Vortex (geomean): 0.954x ➖
Parquet (geomean): 0.966x ➖
Shifts: Parquet (control) -3.4% · Median polish -3.7%

---

datafusion / vortex-file-compressed (0.935x ➖, 4↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	418982989	438053432	0.96
tpch_q02/datafusion:vortex-file-compressed	155854483	163452246	0.95
tpch_q03/datafusion:vortex-file-compressed 🚀	251746955	280872258	0.90
tpch_q04/datafusion:vortex-file-compressed	106587949	112530775	0.95
tpch_q05/datafusion:vortex-file-compressed 🚀	459413540	512624037	0.90
tpch_q06/datafusion:vortex-file-compressed	40649950	43989007	0.92
tpch_q07/datafusion:vortex-file-compressed	645272066	670942803	0.96
tpch_q08/datafusion:vortex-file-compressed	466625395	492562096	0.95
tpch_q09/datafusion:vortex-file-compressed	802758578	843409535	0.95
tpch_q10/datafusion:vortex-file-compressed	284737617	302802643	0.94
tpch_q11/datafusion:vortex-file-compressed	117752282	121852803	0.97
tpch_q12/datafusion:vortex-file-compressed	123916475	127948558	0.97
tpch_q13/datafusion:vortex-file-compressed	227898981	234276888	0.97
tpch_q14/datafusion:vortex-file-compressed 🚀	71479837	83838785	0.85
tpch_q15/datafusion:vortex-file-compressed	107867448	113757371	0.95
tpch_q16/datafusion:vortex-file-compressed	93177687	97389739	0.96
tpch_q17/datafusion:vortex-file-compressed 🚀	740288075	828943054	0.89
tpch_q18/datafusion:vortex-file-compressed	974957978	1082666864	0.90
tpch_q19/datafusion:vortex-file-compressed	125899253	132913735	0.95
tpch_q20/datafusion:vortex-file-compressed	200127957	209974028	0.95
tpch_q21/datafusion:vortex-file-compressed	763084463	835020431	0.91
tpch_q22/datafusion:vortex-file-compressed	61471724	66410495	0.93

datafusion / vortex-compact (0.961x ➖, 3↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	484083780	470079112	1.03
tpch_q02/datafusion:vortex-compact	164219469	160154659	1.03
tpch_q03/datafusion:vortex-compact	264044967	262368942	1.01
tpch_q04/datafusion:vortex-compact	127825169	129038467	0.99
tpch_q05/datafusion:vortex-compact	470833974	498720005	0.94
tpch_q06/datafusion:vortex-compact	64163986	64529273	0.99
tpch_q07/datafusion:vortex-compact	674543155	724411662	0.93
tpch_q08/datafusion:vortex-compact	478499726	511090666	0.94
tpch_q09/datafusion:vortex-compact	814740945	858832117	0.95
tpch_q10/datafusion:vortex-compact 🚀	334304747	375836582	0.89
tpch_q11/datafusion:vortex-compact	121114205	124102196	0.98
tpch_q12/datafusion:vortex-compact	186842766	190236583	0.98
tpch_q13/datafusion:vortex-compact	276702248	303307967	0.91
tpch_q14/datafusion:vortex-compact	90410627	95649712	0.95
tpch_q15/datafusion:vortex-compact	167333024	169571126	0.99
tpch_q16/datafusion:vortex-compact	100128643	99567081	1.01
tpch_q17/datafusion:vortex-compact 🚀	748350453	846482139	0.88
tpch_q18/datafusion:vortex-compact	980994376	1086779063	0.90
tpch_q19/datafusion:vortex-compact	229158838	235409379	0.97
tpch_q20/datafusion:vortex-compact 🚀	230331892	257177659	0.90
tpch_q21/datafusion:vortex-compact	806515151	802805233	1.00
tpch_q22/datafusion:vortex-compact	72213780	72002762	1.00

datafusion / parquet (0.961x ➖, 0↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	467576712	508486007	0.92
tpch_q02/datafusion:parquet	257384924	263837424	0.98
tpch_q03/datafusion:parquet	394996437	402917317	0.98
tpch_q04/datafusion:parquet	149975322	160523546	0.93
tpch_q05/datafusion:parquet	582935438	605487779	0.96
tpch_q06/datafusion:parquet	123825291	124112822	1.00
tpch_q07/datafusion:parquet	794674003	867315621	0.92
tpch_q08/datafusion:parquet	644021460	661107654	0.97
tpch_q09/datafusion:parquet	963771183	1051499401	0.92
tpch_q10/datafusion:parquet	595422721	628810505	0.95
tpch_q11/datafusion:parquet	189207574	195504015	0.97
tpch_q12/datafusion:parquet	242714895	245371444	0.99
tpch_q13/datafusion:parquet	346305697	364518834	0.95
tpch_q14/datafusion:parquet	202498957	200248830	1.01
tpch_q15/datafusion:parquet	263727078	274321859	0.96
tpch_q16/datafusion:parquet	178687480	178613140	1.00
tpch_q17/datafusion:parquet	844642869	832559394	1.01
tpch_q18/datafusion:parquet	1033135473	1139654935	0.91
tpch_q19/datafusion:parquet	321385431	341478988	0.94
tpch_q20/datafusion:parquet	383046881	373744421	1.02
tpch_q21/datafusion:parquet	888517972	959362932	0.93
tpch_q22/datafusion:parquet	223199741	236457391	0.94

datafusion / arrow (0.923x ➖, 6↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	720579896	784337785	0.92
tpch_q02/datafusion:arrow	202134826	217588733	0.93
tpch_q03/datafusion:arrow 🚀	558135020	626635498	0.89
tpch_q04/datafusion:arrow	398137030	442336718	0.90
tpch_q05/datafusion:arrow 🚀	1059185871	1196877709	0.88
tpch_q06/datafusion:arrow	326477659	346397597	0.94
tpch_q07/datafusion:arrow	1399616482	1521357139	0.92
tpch_q08/datafusion:arrow	1320533692	1333207863	0.99
tpch_q09/datafusion:arrow	1570442781	1710746100	0.92
tpch_q10/datafusion:arrow 🚀	693986622	777356356	0.89
tpch_q11/datafusion:arrow	178867994	196667406	0.91
tpch_q12/datafusion:arrow 🚀	736507611	832064977	0.89
tpch_q13/datafusion:arrow	538924393	573032075	0.94
tpch_q14/datafusion:arrow	364656691	366380088	1.00
tpch_q15/datafusion:arrow	790157181	746981791	1.06
tpch_q16/datafusion:arrow	120573576	125122235	0.96
tpch_q17/datafusion:arrow	1586957343	1685012757	0.94
tpch_q18/datafusion:arrow	2131845447	2361367025	0.90
tpch_q19/datafusion:arrow	591157504	656199933	0.90
tpch_q20/datafusion:arrow 🚀	570297447	646359701	0.88
tpch_q21/datafusion:arrow	4150944425	4525523129	0.92
tpch_q22/datafusion:arrow 🚀	177512780	211683774	0.84

duckdb / vortex-file-compressed (0.958x ➖, 3↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	177259973	180287471	0.98
tpch_q02/duckdb:vortex-file-compressed	55267661	52630444	1.05
tpch_q03/duckdb:vortex-file-compressed	132647498	134883146	0.98
tpch_q04/duckdb:vortex-file-compressed 🚀	151047304	179408206	0.84
tpch_q05/duckdb:vortex-file-compressed	131048197	132230705	0.99
tpch_q06/duckdb:vortex-file-compressed	49940563	51213542	0.98
tpch_q07/duckdb:vortex-file-compressed	153308814	153293357	1.00
tpch_q08/duckdb:vortex-file-compressed	179146936	191190859	0.94
tpch_q09/duckdb:vortex-file-compressed	335584579	351634595	0.95
tpch_q10/duckdb:vortex-file-compressed 🚀	157638001	175851276	0.90
tpch_q11/duckdb:vortex-file-compressed	38377206	37589964	1.02
tpch_q12/duckdb:vortex-file-compressed	95608012	97090379	0.98
tpch_q13/duckdb:vortex-file-compressed	245099072	258216730	0.95
tpch_q14/duckdb:vortex-file-compressed 🚀	69026859	81997681	0.84
tpch_q15/duckdb:vortex-file-compressed	96774576	99476855	0.97
tpch_q16/duckdb:vortex-file-compressed	79064288	80251185	0.99
tpch_q17/duckdb:vortex-file-compressed	103784156	104908212	0.99
tpch_q18/duckdb:vortex-file-compressed	273195961	285267904	0.96
tpch_q19/duckdb:vortex-file-compressed	91706682	97198803	0.94
tpch_q20/duckdb:vortex-file-compressed	165255269	173088115	0.95
tpch_q21/duckdb:vortex-file-compressed	567491887	576918060	0.98
tpch_q22/duckdb:vortex-file-compressed	77822069	86408932	0.90

duckdb / vortex-compact (0.963x ➖, 3↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	231609519	235832899	0.98
tpch_q02/duckdb:vortex-compact	58772086	59685818	0.98
tpch_q03/duckdb:vortex-compact	144380274	152707804	0.95
tpch_q04/duckdb:vortex-compact	179398389	192988177	0.93
tpch_q05/duckdb:vortex-compact	148105062	155326742	0.95
tpch_q06/duckdb:vortex-compact	87479936	93658950	0.93
tpch_q07/duckdb:vortex-compact	209807758	211710889	0.99
tpch_q08/duckdb:vortex-compact 🚀	190563554	217142134	0.88
tpch_q09/duckdb:vortex-compact	368336044	373734204	0.99
tpch_q10/duckdb:vortex-compact	187084435	185344291	1.01
tpch_q11/duckdb:vortex-compact	42008161	42543672	0.99
tpch_q12/duckdb:vortex-compact	211636232	209220272	1.01
tpch_q13/duckdb:vortex-compact	292049199	293811881	0.99
tpch_q14/duckdb:vortex-compact	104541820	112541767	0.93
tpch_q15/duckdb:vortex-compact	120946176	120907828	1.00
tpch_q16/duckdb:vortex-compact	86809042	86279262	1.01
tpch_q17/duckdb:vortex-compact	115701391	116234330	1.00
tpch_q18/duckdb:vortex-compact	294047216	291387768	1.01
tpch_q19/duckdb:vortex-compact 🚀	114428518	130212351	0.88
tpch_q20/duckdb:vortex-compact	208274732	209657922	0.99
tpch_q21/duckdb:vortex-compact	633638574	688074253	0.92
tpch_q22/duckdb:vortex-compact 🚀	90557808	101302125	0.89

duckdb / parquet (0.970x ➖, 0↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	257111402	259327836	0.99
tpch_q02/duckdb:parquet	96843453	106772020	0.91
tpch_q03/duckdb:parquet	211813456	214496895	0.99
tpch_q04/duckdb:parquet	135094551	143979205	0.94
tpch_q05/duckdb:parquet	221221578	222714674	0.99
tpch_q06/duckdb:parquet	67682996	69536681	0.97
tpch_q07/duckdb:parquet	182874125	191207203	0.96
tpch_q08/duckdb:parquet	252557569	263665654	0.96
tpch_q09/duckdb:parquet	457241083	473067114	0.97
tpch_q10/duckdb:parquet	611297870	630752671	0.97
tpch_q11/duckdb:parquet	42671628	45541721	0.94
tpch_q12/duckdb:parquet	125783377	128151382	0.98
tpch_q13/duckdb:parquet	450961502	415294990	1.09
tpch_q14/duckdb:parquet	175947506	183361987	0.96
tpch_q15/duckdb:parquet	97983755	99478686	0.98
tpch_q16/duckdb:parquet	155455995	168016149	0.93
tpch_q17/duckdb:parquet	179605776	184014553	0.98
tpch_q18/duckdb:parquet	350044200	362369589	0.97
tpch_q19/duckdb:parquet	282929416	296037713	0.96
tpch_q20/duckdb:parquet	236158250	225725576	1.05
tpch_q21/duckdb:parquet	573308073	619084466	0.93
tpch_q22/duckdb:parquet	292752833	301375251	0.97

duckdb / duckdb (0.971x ➖, 2↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	117391908	117795663	1.00
tpch_q02/duckdb:duckdb	48210660	50298584	0.96
tpch_q03/duckdb:duckdb	97194280	101957762	0.95
tpch_q04/duckdb:duckdb	133200233	139310608	0.96
tpch_q05/duckdb:duckdb	110416224	115528310	0.96
tpch_q06/duckdb:duckdb	40049082	38278292	1.05
tpch_q07/duckdb:duckdb	85773969	90742459	0.95
tpch_q08/duckdb:duckdb	112022343	112277622	1.00
tpch_q09/duckdb:duckdb	279712106	282950290	0.99
tpch_q10/duckdb:duckdb	205892784	209761229	0.98
tpch_q11/duckdb:duckdb	15242845	15569185	0.98
tpch_q12/duckdb:duckdb	84778805	85707331	0.99
tpch_q13/duckdb:duckdb	256668363	262724546	0.98
tpch_q14/duckdb:duckdb	71913691	71460662	1.01
tpch_q15/duckdb:duckdb	78945301	81418257	0.97
tpch_q16/duckdb:duckdb 🚀	73321055	82251395	0.89
tpch_q17/duckdb:duckdb	85033752	84960507	1.00
tpch_q18/duckdb:duckdb	213225683	221061349	0.96
tpch_q19/duckdb:duckdb	116667821	117735712	0.99
tpch_q20/duckdb:duckdb	112258248	114430606	0.98
tpch_q21/duckdb:duckdb	303946903	314373115	0.97
tpch_q22/duckdb:duckdb 🚀	65455473	74066737	0.88

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-8.1%	-4.5%	-3.8%	+13.3%	➖ noise
1	datafusion:vortex-compact	+3.0%	-4.5%	+7.9%	+12.9%	➖ noise
1	datafusion:vortex-file-compressed	-4.4%	-4.5%	+0.2%	+21.2%	➖ noise
1	duckdb:duckdb	-0.3%	-4.5%	+4.4%	+11.4%	➖ noise
1	duckdb:vortex-compact	-1.8%	-4.5%	+2.9%	+11.8%	➖ noise
1	duckdb:vortex-file-compressed	-1.7%	-4.5%	+3.0%	+15.9%	➖ noise
2	datafusion:arrow	-7.1%	-5.9%	-1.2%	+10.0%	➖ noise
2	datafusion:vortex-compact	+2.5%	-5.9%	+9.0%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-4.6%	-5.9%	+1.4%	+10.0%	➖ noise
2	duckdb:duckdb	-4.2%	-5.9%	+1.9%	+11.7%	➖ noise
2	duckdb:vortex-compact	-1.5%	-5.9%	+4.7%	+10.2%	➖ noise
2	duckdb:vortex-file-compressed	+5.0%	-5.9%	+11.6%	+12.5%	➖ noise
3	datafusion:arrow	-10.9%	-1.6%	-9.5%	+10.0%	✅ faster
3	datafusion:vortex-compact	+0.6%	-1.6%	+2.3%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-10.4%	-1.6%	-8.9%	+11.8%	➖ noise
3	duckdb:duckdb	-4.7%	-1.6%	-3.1%	+10.0%	➖ noise
3	duckdb:vortex-compact	-5.5%	-1.6%	-3.9%	+11.6%	➖ noise
3	duckdb:vortex-file-compressed	-1.7%	-1.6%	-0.0%	+10.0%	➖ noise
4	datafusion:arrow	-10.0%	-6.4%	-3.9%	+10.0%	➖ noise
4	datafusion:vortex-compact	-0.9%	-6.4%	+5.8%	+11.2%	➖ noise
4	datafusion:vortex-file-compressed	-5.3%	-6.4%	+1.2%	+10.0%	➖ noise
4	duckdb:duckdb	-4.4%	-6.4%	+2.1%	+10.0%	➖ noise
4	duckdb:vortex-compact	-7.0%	-6.4%	-0.7%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-15.8%	-6.4%	-10.1%	+13.3%	➖ noise
5	datafusion:arrow	-11.5%	-2.2%	-9.5%	+10.0%	✅ faster
5	datafusion:vortex-compact	-5.6%	-2.2%	-3.5%	+12.0%	➖ noise
5	datafusion:vortex-file-compressed	-10.4%	-2.2%	-8.4%	+10.0%	➖ noise
5	duckdb:duckdb	-4.4%	-2.2%	-2.3%	+10.0%	➖ noise
5	duckdb:vortex-compact	-4.6%	-2.2%	-2.5%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-0.9%	-2.2%	+1.3%	+10.0%	➖ noise
6	datafusion:arrow	-5.8%	-1.5%	-4.4%	+13.2%	➖ noise
6	datafusion:vortex-compact	-0.6%	-1.5%	+0.9%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-7.6%	-1.5%	-6.2%	+10.0%	➖ noise
6	duckdb:duckdb	+4.6%	-1.5%	+6.2%	+15.2%	➖ noise
6	duckdb:vortex-compact	-6.6%	-1.5%	-5.2%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-2.5%	-1.5%	-1.0%	+10.0%	➖ noise
7	datafusion:arrow	-8.0%	-6.4%	-1.7%	+10.0%	➖ noise
7	datafusion:vortex-compact	-6.9%	-6.4%	-0.5%	+10.3%	➖ noise
7	datafusion:vortex-file-compressed	-3.8%	-6.4%	+2.7%	+10.0%	➖ noise
7	duckdb:duckdb	-5.5%	-6.4%	+1.0%	+10.0%	➖ noise
7	duckdb:vortex-compact	-0.9%	-6.4%	+5.9%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+0.0%	-6.4%	+6.8%	+17.2%	➖ noise
8	datafusion:arrow	-1.0%	-3.4%	+2.5%	+12.6%	➖ noise
8	datafusion:vortex-compact	-6.4%	-3.4%	-3.1%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-5.3%	-3.4%	-1.9%	+10.0%	➖ noise
8	duckdb:duckdb	-0.2%	-3.4%	+3.3%	+10.0%	➖ noise
8	duckdb:vortex-compact	-12.2%	-3.4%	-9.1%	+13.5%	➖ noise
8	duckdb:vortex-file-compressed	-6.3%	-3.4%	-3.0%	+11.0%	➖ noise
9	datafusion:arrow	-8.2%	-5.9%	-2.5%	+10.0%	➖ noise
9	datafusion:vortex-compact	-5.1%	-5.9%	+0.8%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-4.8%	-5.9%	+1.1%	+10.0%	➖ noise
9	duckdb:duckdb	-1.1%	-5.9%	+5.0%	+10.4%	➖ noise
9	duckdb:vortex-compact	-1.4%	-5.9%	+4.7%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-4.6%	-5.9%	+1.4%	+10.0%	➖ noise
10	datafusion:arrow	-10.7%	-4.2%	-6.8%	+10.0%	➖ noise
10	datafusion:vortex-compact	-11.1%	-4.2%	-7.1%	+10.7%	➖ noise
10	datafusion:vortex-file-compressed	-6.0%	-4.2%	-1.8%	+12.0%	➖ noise
10	duckdb:duckdb	-1.8%	-4.2%	+2.5%	+11.2%	➖ noise
10	duckdb:vortex-compact	+0.9%	-4.2%	+5.4%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-10.4%	-4.2%	-6.4%	+14.5%	➖ noise
11	datafusion:arrow	-9.1%	-4.8%	-4.5%	+14.6%	➖ noise
11	datafusion:vortex-compact	-2.4%	-4.8%	+2.5%	+13.0%	➖ noise
11	datafusion:vortex-file-compressed	-3.4%	-4.8%	+1.5%	+12.0%	➖ noise
11	duckdb:duckdb	-2.1%	-4.8%	+2.8%	+20.1%	➖ noise
11	duckdb:vortex-compact	-1.3%	-4.8%	+3.7%	+16.3%	➖ noise
11	duckdb:vortex-file-compressed	+2.1%	-4.8%	+7.2%	+18.6%	➖ noise
12	datafusion:arrow	-11.5%	-1.5%	-10.2%	+37.5%	➖ noise
12	datafusion:vortex-compact	-1.8%	-1.5%	-0.3%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-3.2%	-1.5%	-1.7%	+10.0%	➖ noise
12	duckdb:duckdb	-1.1%	-1.5%	+0.4%	+10.0%	➖ noise
12	duckdb:vortex-compact	+1.2%	-1.5%	+2.7%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	-1.5%	-1.5%	-0.1%	+12.9%	➖ noise
13	datafusion:arrow	-6.0%	+1.6%	-7.4%	+13.9%	➖ noise
13	datafusion:vortex-compact	-8.8%	+1.6%	-10.2%	+11.1%	✅ faster
13	datafusion:vortex-file-compressed	-2.7%	+1.6%	-4.2%	+12.0%	➖ noise
13	duckdb:duckdb	-2.3%	+1.6%	-3.8%	+11.1%	➖ noise
13	duckdb:vortex-compact	-0.6%	+1.6%	-2.1%	+13.6%	➖ noise
13	duckdb:vortex-file-compressed	-5.1%	+1.6%	-6.5%	+10.0%	➖ noise
14	datafusion:arrow	-0.5%	-1.5%	+1.0%	+10.0%	➖ noise
14	datafusion:vortex-compact	-5.5%	-1.5%	-4.0%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-14.7%	-1.5%	-13.4%	+10.0%	✅ faster
14	duckdb:duckdb	+0.6%	-1.5%	+2.2%	+10.0%	➖ noise
14	duckdb:vortex-compact	-7.1%	-1.5%	-5.7%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-15.8%	-1.5%	-14.5%	+12.5%	✅ faster
15	datafusion:arrow	+5.8%	-2.7%	+8.7%	+10.0%	➖ noise
15	datafusion:vortex-compact	-1.3%	-2.7%	+1.4%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-5.2%	-2.7%	-2.6%	+10.0%	➖ noise
15	duckdb:duckdb	-3.0%	-2.7%	-0.4%	+10.0%	➖ noise
15	duckdb:vortex-compact	+0.0%	-2.7%	+2.8%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-2.7%	-2.7%	-0.0%	+10.0%	➖ noise
16	datafusion:arrow	-3.6%	-3.8%	+0.2%	+11.7%	➖ noise
16	datafusion:vortex-compact	+0.6%	-3.8%	+4.5%	+11.0%	➖ noise
16	datafusion:vortex-file-compressed	-4.3%	-3.8%	-0.6%	+12.6%	➖ noise
16	duckdb:duckdb	-10.9%	-3.8%	-7.3%	+11.9%	➖ noise
16	duckdb:vortex-compact	+0.6%	-3.8%	+4.6%	+10.6%	➖ noise
16	duckdb:vortex-file-compressed	-1.5%	-3.8%	+2.4%	+11.5%	➖ noise
17	datafusion:arrow	-5.8%	-0.5%	-5.4%	+10.0%	➖ noise
17	datafusion:vortex-compact	-11.6%	-0.5%	-11.2%	+13.3%	➖ noise
17	datafusion:vortex-file-compressed	-10.7%	-0.5%	-10.3%	+12.6%	➖ noise
17	duckdb:duckdb	+0.1%	-0.5%	+0.6%	+10.0%	➖ noise
17	duckdb:vortex-compact	-0.5%	-0.5%	+0.0%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	-1.1%	-0.5%	-0.6%	+10.0%	➖ noise
18	datafusion:arrow	-9.7%	-6.4%	-3.5%	+15.4%	➖ noise
18	datafusion:vortex-compact	-9.7%	-6.4%	-3.5%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-9.9%	-6.4%	-3.8%	+10.0%	➖ noise
18	duckdb:duckdb	-3.5%	-6.4%	+3.1%	+10.0%	➖ noise
18	duckdb:vortex-compact	+0.9%	-6.4%	+7.8%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-4.2%	-6.4%	+2.3%	+10.8%	➖ noise
19	datafusion:arrow	-9.9%	-5.2%	-5.0%	+12.0%	➖ noise
19	datafusion:vortex-compact	-2.7%	-5.2%	+2.6%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-5.3%	-5.2%	-0.1%	+13.4%	➖ noise
19	duckdb:duckdb	-0.9%	-5.2%	+4.5%	+10.0%	➖ noise
19	duckdb:vortex-compact	-12.1%	-5.2%	-7.3%	+11.5%	➖ noise
19	duckdb:vortex-file-compressed	-5.7%	-5.2%	-0.5%	+11.9%	➖ noise
20	datafusion:arrow	-11.8%	+3.5%	-14.8%	+11.1%	✅ faster
20	datafusion:vortex-compact	-10.4%	+3.5%	-13.5%	+10.0%	✅ faster
20	datafusion:vortex-file-compressed	-4.7%	+3.5%	-8.0%	+10.0%	➖ noise
20	duckdb:duckdb	-1.9%	+3.5%	-5.3%	+10.0%	➖ noise
20	duckdb:vortex-compact	-0.7%	+3.5%	-4.1%	+12.8%	➖ noise
20	duckdb:vortex-file-compressed	-4.5%	+3.5%	-7.8%	+10.0%	➖ noise
21	datafusion:arrow	-8.3%	-7.4%	-1.0%	+10.0%	➖ noise
21	datafusion:vortex-compact	+0.5%	-7.4%	+8.5%	+10.3%	➖ noise
21	datafusion:vortex-file-compressed	-8.6%	-7.4%	-1.3%	+10.0%	➖ noise
21	duckdb:duckdb	-3.3%	-7.4%	+4.4%	+10.0%	➖ noise
21	duckdb:vortex-compact	-7.9%	-7.4%	-0.6%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	-1.6%	-7.4%	+6.2%	+10.0%	➖ noise
22	datafusion:arrow	-16.1%	-4.2%	-12.4%	+11.8%	✅ faster
22	datafusion:vortex-compact	+0.3%	-4.2%	+4.7%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	-7.4%	-4.2%	-3.3%	+10.6%	➖ noise
22	duckdb:duckdb	-11.6%	-4.2%	-7.7%	+10.0%	➖ noise
22	duckdb:vortex-compact	-10.6%	-4.2%	-6.6%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-9.9%	-4.2%	-5.9%	+14.0%	➖ noise

[github-actions]

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -3.1%
Vortex (geomean): 0.968x ➖
Parquet (geomean): 0.999x ➖
Shifts: Parquet (control) -0.1% · Median polish -0.0%

---

duckdb / vortex-file-compressed (0.965x ➖, 1↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	10740429	10834571	0.99
statpopgen_q01/duckdb:vortex-file-compressed 🚀	18653461	26907040	0.69
statpopgen_q02/duckdb:vortex-file-compressed	1292677701	1294042899	1.00
statpopgen_q03/duckdb:vortex-file-compressed	3149950220	3154086245	1.00
statpopgen_q04/duckdb:vortex-file-compressed	3077985890	3175448053	0.97
statpopgen_q05/duckdb:vortex-file-compressed	1358383470	1357259773	1.00
statpopgen_q06/duckdb:vortex-file-compressed	2041777280	2037883654	1.00
statpopgen_q07/duckdb:vortex-file-compressed	200783787	195057513	1.03
statpopgen_q08/duckdb:vortex-file-compressed	211417545	208110521	1.02
statpopgen_q09/duckdb:vortex-file-compressed	2836651034	2906689621	0.98
statpopgen_q10/duckdb:vortex-file-compressed	4565175118	4597547637	0.99

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

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	10813308	10817917	1.00
statpopgen_q01/duckdb:vortex-compact 🚀	114831380	166076297	0.69
statpopgen_q02/duckdb:vortex-compact	1796390619	1789490518	1.00
statpopgen_q03/duckdb:vortex-compact	3510346763	3457695393	1.02
statpopgen_q04/duckdb:vortex-compact	3484676127	3431462538	1.02
statpopgen_q05/duckdb:vortex-compact	1827421740	1809401681	1.01
statpopgen_q06/duckdb:vortex-compact	2658313812	2661003749	1.00
statpopgen_q07/duckdb:vortex-compact	963985264	961147466	1.00
statpopgen_q08/duckdb:vortex-compact	1010141543	1005351304	1.00
statpopgen_q09/duckdb:vortex-compact	3277299771	3299395106	0.99
statpopgen_q10/duckdb:vortex-compact	5369276302	5343826443	1.00

duckdb / parquet (0.999x ➖, 0↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	314554689	313222834	1.00
statpopgen_q01/duckdb:parquet	395617599	391906749	1.01
statpopgen_q02/duckdb:parquet	974885153	997201434	0.98
statpopgen_q03/duckdb:parquet	1504745851	1490962595	1.01
statpopgen_q04/duckdb:parquet	1483945311	1519848287	0.98
statpopgen_q05/duckdb:parquet	998903141	998995001	1.00
statpopgen_q06/duckdb:parquet	1477437191	1449084303	1.02
statpopgen_q07/duckdb:parquet	1873279367	1877668923	1.00
statpopgen_q08/duckdb:parquet	1885340228	1864925931	1.01
statpopgen_q09/duckdb:parquet	1382301616	1385494000	1.00
statpopgen_q10/duckdb:parquet	2680163103	2719915812	0.99

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	-0.0%	+0.4%	-0.5%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	-0.9%	+0.4%	-1.3%	+10.0%	➖ noise
1	duckdb:vortex-compact	-30.9%	+0.9%	-31.5%	+48.9%	➖ noise
1	duckdb:vortex-file-compressed	-30.7%	+0.9%	-31.3%	+204.2%	➖ noise
2	duckdb:vortex-compact	+0.4%	-2.2%	+2.7%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-0.1%	-2.2%	+2.2%	+10.0%	➖ noise
3	duckdb:vortex-compact	+1.5%	+0.9%	+0.6%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-0.1%	+0.9%	-1.0%	+10.0%	➖ noise
4	duckdb:vortex-compact	+1.6%	-2.4%	+4.0%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-3.1%	-2.4%	-0.7%	+10.0%	➖ noise
5	duckdb:vortex-compact	+1.0%	-0.0%	+1.0%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+0.1%	-0.0%	+0.1%	+10.0%	➖ noise
6	duckdb:vortex-compact	-0.1%	+2.0%	-2.0%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+0.2%	+2.0%	-1.7%	+10.0%	➖ noise
7	duckdb:vortex-compact	+0.3%	-0.2%	+0.5%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+2.9%	-0.2%	+3.2%	+10.0%	➖ noise
8	duckdb:vortex-compact	+0.5%	+1.1%	-0.6%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+1.6%	+1.1%	+0.5%	+10.0%	➖ noise
9	duckdb:vortex-compact	-0.7%	-0.2%	-0.4%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-2.4%	-0.2%	-2.2%	+10.0%	➖ noise
10	duckdb:vortex-compact	+0.5%	-1.5%	+2.0%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-0.7%	-1.5%	+0.8%	+10.0%	➖ noise

[github-actions]

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -2.6%
Vortex (geomean): 1.025x ➖
Parquet (geomean): 1.040x ➖
Shifts: Parquet (control) +4.0% · Median polish +2.9%

---

datafusion / vortex-file-compressed (1.028x ➖, 1↑ 2↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed	1650989	1680875	0.98
clickbench_q01/datafusion:vortex-file-compressed	13930198	15098841	0.92
clickbench_q02/datafusion:vortex-file-compressed	35103480	32705751	1.07
clickbench_q03/datafusion:vortex-file-compressed	38146197	36293284	1.05
clickbench_q04/datafusion:vortex-file-compressed	318517028	320727699	0.99
clickbench_q05/datafusion:vortex-file-compressed	318556259	314436961	1.01
clickbench_q06/datafusion:vortex-file-compressed	1641039	1671489	0.98
clickbench_q07/datafusion:vortex-file-compressed	18187975	18141217	1.00
clickbench_q08/datafusion:vortex-file-compressed	393574660	389296304	1.01
clickbench_q09/datafusion:vortex-file-compressed	596983168	592387324	1.01
clickbench_q10/datafusion:vortex-file-compressed	74132694	71661091	1.03
clickbench_q11/datafusion:vortex-file-compressed	82258208	81626449	1.01
clickbench_q12/datafusion:vortex-file-compressed	280019864	274390804	1.02
clickbench_q13/datafusion:vortex-file-compressed	425289131	417201772	1.02
clickbench_q14/datafusion:vortex-file-compressed	258091066	251786819	1.03
clickbench_q15/datafusion:vortex-file-compressed	397346177	377698360	1.05
clickbench_q16/datafusion:vortex-file-compressed	759392898	717093881	1.06
clickbench_q17/datafusion:vortex-file-compressed	740156378	708710300	1.04
clickbench_q18/datafusion:vortex-file-compressed	1498184143	1446532339	1.04
clickbench_q19/datafusion:vortex-file-compressed	24294981	23830265	1.02
clickbench_q20/datafusion:vortex-file-compressed	339673695	340432650	1.00
clickbench_q21/datafusion:vortex-file-compressed	396485481	395790834	1.00
clickbench_q22/datafusion:vortex-file-compressed	570018715	556602045	1.02
clickbench_q23/datafusion:vortex-file-compressed	625302498	605386815	1.03
clickbench_q24/datafusion:vortex-file-compressed 🚀	46508531	52416050	0.89
clickbench_q25/datafusion:vortex-file-compressed	69803420	73838136	0.95
clickbench_q26/datafusion:vortex-file-compressed	51087653	51494465	0.99
clickbench_q27/datafusion:vortex-file-compressed	841252531	771778186	1.09
clickbench_q28/datafusion:vortex-file-compressed	6946625499	6843810486	1.02
clickbench_q29/datafusion:vortex-file-compressed	234921506	241534883	0.97
clickbench_q30/datafusion:vortex-file-compressed	258826048	251291880	1.03
clickbench_q31/datafusion:vortex-file-compressed	301906410	294539562	1.03
clickbench_q32/datafusion:vortex-file-compressed	1415384516	1317002923	1.07
clickbench_q33/datafusion:vortex-file-compressed	1498813410	1418186521	1.06
clickbench_q34/datafusion:vortex-file-compressed	1538392899	1425191183	1.08
clickbench_q35/datafusion:vortex-file-compressed	566760179	547988644	1.03
clickbench_q36/datafusion:vortex-file-compressed 🚨	94893097	83026173	1.14
clickbench_q37/datafusion:vortex-file-compressed	41842931	39190471	1.07
clickbench_q38/datafusion:vortex-file-compressed	25651637	23747784	1.08
clickbench_q39/datafusion:vortex-file-compressed 🚨	172568545	155512391	1.11
clickbench_q40/datafusion:vortex-file-compressed	22705926	21135828	1.07
clickbench_q41/datafusion:vortex-file-compressed	20737331	19430386	1.07
clickbench_q42/datafusion:vortex-file-compressed	24193742	22129779	1.09

datafusion / parquet (1.056x ➖, 0↑ 5↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet 🚨	1942978	1749488	1.11
clickbench_q01/datafusion:parquet	21381641	20811464	1.03
clickbench_q02/datafusion:parquet	50250358	47733633	1.05
clickbench_q03/datafusion:parquet	42505007	41365079	1.03
clickbench_q04/datafusion:parquet 🚨	377561775	338400246	1.12
clickbench_q05/datafusion:parquet	399543937	367404077	1.09
clickbench_q06/datafusion:parquet	1578718	1541584	1.02
clickbench_q07/datafusion:parquet	27710003	25322808	1.09
clickbench_q08/datafusion:parquet	439326648	412109842	1.07
clickbench_q09/datafusion:parquet 🚨	725611704	648417195	1.12
clickbench_q10/datafusion:parquet	123826161	120825391	1.02
clickbench_q11/datafusion:parquet	151656538	143367253	1.06
clickbench_q12/datafusion:parquet	385304463	368706479	1.05
clickbench_q13/datafusion:parquet	535787024	511638892	1.05
clickbench_q14/datafusion:parquet	374988038	361022396	1.04
clickbench_q15/datafusion:parquet	405616503	384951291	1.05
clickbench_q16/datafusion:parquet	813216710	748870705	1.09
clickbench_q17/datafusion:parquet	753271821	714976256	1.05
clickbench_q18/datafusion:parquet	1585836286	1483860652	1.07
clickbench_q19/datafusion:parquet	34616897	33446381	1.03
clickbench_q20/datafusion:parquet	626866169	610843605	1.03
clickbench_q21/datafusion:parquet	689181190	673937188	1.02
clickbench_q22/datafusion:parquet	1031201916	986234739	1.05
clickbench_q23/datafusion:parquet	4022222032	3737687311	1.08
clickbench_q24/datafusion:parquet	94693203	97592980	0.97
clickbench_q25/datafusion:parquet	159251068	150258529	1.06
clickbench_q26/datafusion:parquet	96631201	95884707	1.01
clickbench_q27/datafusion:parquet	1116600022	1063245391	1.05
clickbench_q28/datafusion:parquet	6732577296	6619697144	1.02
clickbench_q29/datafusion:parquet	247950856	236655102	1.05
clickbench_q30/datafusion:parquet	409982930	377035080	1.09
clickbench_q31/datafusion:parquet	436295657	412650296	1.06
clickbench_q32/datafusion:parquet	1336640047	1259100174	1.06
clickbench_q33/datafusion:parquet	1603174284	1520784393	1.05
clickbench_q34/datafusion:parquet	1640398259	1534689499	1.07
clickbench_q35/datafusion:parquet	581375074	549961751	1.06
clickbench_q36/datafusion:parquet 🚨	163877179	139084887	1.18
clickbench_q37/datafusion:parquet	62381179	58714453	1.06
clickbench_q38/datafusion:parquet	94377348	92248761	1.02
clickbench_q39/datafusion:parquet 🚨	298642345	267861301	1.11
clickbench_q40/datafusion:parquet	37108482	35255853	1.05
clickbench_q41/datafusion:parquet	31752966	30101287	1.05
clickbench_q42/datafusion:parquet	32669646	32536418	1.00

duckdb / vortex-file-compressed (1.022x ➖, 3↑ 5↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed	6539031	6501847	1.01
clickbench_q01/duckdb:vortex-file-compressed	14931414	13619764	1.10
clickbench_q02/duckdb:vortex-file-compressed	25049622	23860320	1.05
clickbench_q03/duckdb:vortex-file-compressed	31874994	30962295	1.03
clickbench_q04/duckdb:vortex-file-compressed	173936316	173136345	1.00
clickbench_q05/duckdb:vortex-file-compressed	210918682	198649941	1.06
clickbench_q06/duckdb:vortex-file-compressed	20712637	19560449	1.06
clickbench_q07/duckdb:vortex-file-compressed	16695361	15178816	1.10
clickbench_q08/duckdb:vortex-file-compressed	269151166	269017331	1.00
clickbench_q09/duckdb:vortex-file-compressed	386476244	381142001	1.01
clickbench_q10/duckdb:vortex-file-compressed	77459796	74434180	1.04
clickbench_q11/duckdb:vortex-file-compressed	86315808	81663263	1.06
clickbench_q12/duckdb:vortex-file-compressed	221597022	217186606	1.02
clickbench_q13/duckdb:vortex-file-compressed	447051239	443406481	1.01
clickbench_q14/duckdb:vortex-file-compressed	242575954	238837662	1.02
clickbench_q15/duckdb:vortex-file-compressed	212950002	211931544	1.00
clickbench_q16/duckdb:vortex-file-compressed	733088693	713788249	1.03
clickbench_q17/duckdb:vortex-file-compressed	558126001	531790795	1.05
clickbench_q18/duckdb:vortex-file-compressed	1153336659	1207475426	0.96
clickbench_q19/duckdb:vortex-file-compressed	21613385	21578625	1.00
clickbench_q20/duckdb:vortex-file-compressed	363057854	373751831	0.97
clickbench_q21/duckdb:vortex-file-compressed	406319900	396386393	1.03
clickbench_q22/duckdb:vortex-file-compressed	606659399	617437594	0.98
clickbench_q23/duckdb:vortex-file-compressed	1044413736	959892066	1.09
clickbench_q24/duckdb:vortex-file-compressed 🚀	45451814	61339046	0.74
clickbench_q25/duckdb:vortex-file-compressed 🚀	67746464	80820948	0.84
clickbench_q26/duckdb:vortex-file-compressed 🚀	42966539	48302421	0.89
clickbench_q27/duckdb:vortex-file-compressed	521387526	523358937	1.00
clickbench_q28/duckdb:vortex-file-compressed	3006341172	2977879830	1.01
clickbench_q29/duckdb:vortex-file-compressed	27767515	27499235	1.01
clickbench_q30/duckdb:vortex-file-compressed	193741333	190560208	1.02
clickbench_q31/duckdb:vortex-file-compressed	283125524	270644633	1.05
clickbench_q32/duckdb:vortex-file-compressed	1291749070	1329545770	0.97
clickbench_q33/duckdb:vortex-file-compressed	1439635313	1487267478	0.97
clickbench_q34/duckdb:vortex-file-compressed	1550416086	1565199889	0.99
clickbench_q35/duckdb:vortex-file-compressed	377074835	374145357	1.01
clickbench_q36/duckdb:vortex-file-compressed 🚨	35087333	30119652	1.16
clickbench_q37/duckdb:vortex-file-compressed 🚨	27059380	22589461	1.20
clickbench_q38/duckdb:vortex-file-compressed 🚨	27066405	24195492	1.12
clickbench_q39/duckdb:vortex-file-compressed	48522170	46006479	1.05
clickbench_q40/duckdb:vortex-file-compressed 🚨	27086281	22553656	1.20
clickbench_q41/duckdb:vortex-file-compressed 🚨	26113687	22329021	1.17
clickbench_q42/duckdb:vortex-file-compressed	26654690	25656579	1.04

duckdb / parquet (1.023x ➖, 0↑ 1↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet 🚨	257771977	221181643	1.17
clickbench_q01/duckdb:parquet	52280178	49969791	1.05
clickbench_q02/duckdb:parquet	70358011	66022287	1.07
clickbench_q03/duckdb:parquet	65227626	64763219	1.01
clickbench_q04/duckdb:parquet	212533646	202173713	1.05
clickbench_q05/duckdb:parquet	288827350	279860362	1.03
clickbench_q06/duckdb:parquet	64042902	60880541	1.05
clickbench_q07/duckdb:parquet	54351066	54316767	1.00
clickbench_q08/duckdb:parquet	275277922	272143383	1.01
clickbench_q09/duckdb:parquet	403225022	397664124	1.01
clickbench_q10/duckdb:parquet	98139561	97799371	1.00
clickbench_q11/duckdb:parquet	109637061	109416552	1.00
clickbench_q12/duckdb:parquet	301036588	299295012	1.01
clickbench_q13/duckdb:parquet	531059681	523410213	1.01
clickbench_q14/duckdb:parquet	344654547	331339105	1.04
clickbench_q15/duckdb:parquet	249327011	242332700	1.03
clickbench_q16/duckdb:parquet	627954254	607164286	1.03
clickbench_q17/duckdb:parquet	521548055	509794975	1.02
clickbench_q18/duckdb:parquet	1083652406	1058179705	1.02
clickbench_q19/duckdb:parquet	51072575	49871062	1.02
clickbench_q20/duckdb:parquet	439926294	440447045	1.00
clickbench_q21/duckdb:parquet	564719253	570140093	0.99
clickbench_q22/duckdb:parquet	951373784	930951289	1.02
clickbench_q23/duckdb:parquet	315976251	327994895	0.96
clickbench_q24/duckdb:parquet	79821706	82057811	0.97
clickbench_q25/duckdb:parquet	141878150	140778135	1.01
clickbench_q26/duckdb:parquet	52832471	55576979	0.95
clickbench_q27/duckdb:parquet	649638796	658116560	0.99
clickbench_q28/duckdb:parquet	4913212037	4926839399	1.00
clickbench_q29/duckdb:parquet	63370570	61530851	1.03
clickbench_q30/duckdb:parquet	312125832	304140769	1.03
clickbench_q31/duckdb:parquet	363705255	348681836	1.04
clickbench_q32/duckdb:parquet	1201465980	1121175713	1.07
clickbench_q33/duckdb:parquet	1299738406	1252957374	1.04
clickbench_q34/duckdb:parquet	1380040917	1332813175	1.04
clickbench_q35/duckdb:parquet	355212512	353088451	1.01
clickbench_q36/duckdb:parquet	65595594	64634781	1.01
clickbench_q37/duckdb:parquet	55099041	54626233	1.01
clickbench_q38/duckdb:parquet	60626292	57482370	1.05
clickbench_q39/duckdb:parquet	100505347	98977331	1.02
clickbench_q40/duckdb:parquet	58324773	56174355	1.04
clickbench_q41/duckdb:parquet	60957129	59058473	1.03
clickbench_q42/duckdb:parquet	53963649	50146404	1.08

duckdb / duckdb (0.987x ➖, 2↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb	19771831	18382679	1.08
clickbench_q01/duckdb:duckdb	34520805	34023235	1.01
clickbench_q02/duckdb:duckdb	47518046	46255055	1.03
clickbench_q03/duckdb:duckdb	48911337	47604394	1.03
clickbench_q04/duckdb:duckdb	223683248	228222400	0.98
clickbench_q05/duckdb:duckdb	336124725	335061699	1.00
clickbench_q06/duckdb:duckdb	37240827	35568922	1.05
clickbench_q07/duckdb:duckdb	36687031	36950851	0.99
clickbench_q08/duckdb:duckdb	315471418	306955520	1.03
clickbench_q09/duckdb:duckdb	493187458	506378037	0.97
clickbench_q10/duckdb:duckdb	98229262	99271261	0.99
clickbench_q11/duckdb:duckdb	109840878	109152046	1.01
clickbench_q12/duckdb:duckdb	316721112	312575693	1.01
clickbench_q13/duckdb:duckdb	566386148	572510231	0.99
clickbench_q14/duckdb:duckdb	368252461	378671526	0.97
clickbench_q15/duckdb:duckdb	261385245	266277083	0.98
clickbench_q16/duckdb:duckdb 🚀	702990531	911926083	0.77
clickbench_q17/duckdb:duckdb 🚀	600838292	785345596	0.77
clickbench_q18/duckdb:duckdb	1278437852	1276463047	1.00
clickbench_q19/duckdb:duckdb	36708918	35458533	1.04
clickbench_q20/duckdb:duckdb	930987827	1024506517	0.91
clickbench_q21/duckdb:duckdb	1038427933	1029937930	1.01
clickbench_q22/duckdb:duckdb	1089396631	1088383112	1.00
clickbench_q23/duckdb:duckdb	265545284	257825673	1.03
clickbench_q24/duckdb:duckdb	63524277	61629032	1.03
clickbench_q25/duckdb:duckdb	124089786	134339023	0.92
clickbench_q26/duckdb:duckdb	56333973	59281004	0.95
clickbench_q27/duckdb:duckdb	1099540366	1173402493	0.94
clickbench_q28/duckdb:duckdb	4625923234	4662263331	0.99
clickbench_q29/duckdb:duckdb	51115301	47920273	1.07
clickbench_q30/duckdb:duckdb	296884098	299638020	0.99
clickbench_q31/duckdb:duckdb	434475103	442781384	0.98
clickbench_q32/duckdb:duckdb	1520346500	1526412440	1.00
clickbench_q33/duckdb:duckdb	1988626066	1959687062	1.01
clickbench_q34/duckdb:duckdb	1997871719	2160086389	0.92
clickbench_q35/duckdb:duckdb	263293356	270305202	0.97
clickbench_q36/duckdb:duckdb	43228578	42818499	1.01
clickbench_q37/duckdb:duckdb	33108690	31642075	1.05
clickbench_q38/duckdb:duckdb	32072724	31314924	1.02
clickbench_q39/duckdb:duckdb	65384096	66150027	0.99
clickbench_q40/duckdb:duckdb	33067496	32251500	1.03
clickbench_q41/duckdb:duckdb	31490901	31389286	1.00
clickbench_q42/duckdb:duckdb	33059727	32708730	1.01

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	-1.8%	+13.8%	-13.7%	+731.7%	➖ noise
0	duckdb:duckdb	+7.6%	+13.8%	-5.5%	+300.3%	➖ noise
0	duckdb:vortex-file-compressed	+0.6%	+13.8%	-11.6%	+337.0%	➖ noise
1	datafusion:vortex-file-compressed	-7.7%	+3.7%	-11.0%	+37.4%	➖ noise
1	duckdb:duckdb	+1.5%	+3.7%	-2.1%	+58.1%	➖ noise
1	duckdb:vortex-file-compressed	+9.6%	+3.7%	+5.7%	+22.1%	➖ noise
2	datafusion:vortex-file-compressed	+7.3%	+5.9%	+1.3%	+36.9%	➖ noise
2	duckdb:duckdb	+2.7%	+5.9%	-3.0%	+22.3%	➖ noise
2	duckdb:vortex-file-compressed	+5.0%	+5.9%	-0.9%	+16.3%	➖ noise
3	datafusion:vortex-file-compressed	+5.1%	+1.7%	+3.3%	+184.6%	➖ noise
3	duckdb:duckdb	+2.7%	+1.7%	+1.0%	+53.2%	➖ noise
3	duckdb:vortex-file-compressed	+2.9%	+1.7%	+1.2%	+29.5%	➖ noise
4	datafusion:vortex-file-compressed	-0.7%	+8.3%	-8.3%	+10.0%	➖ noise
4	duckdb:duckdb	-2.0%	+8.3%	-9.5%	+10.0%	✅ faster
4	duckdb:vortex-file-compressed	+0.5%	+8.3%	-7.2%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+1.3%	+5.9%	-4.4%	+10.0%	➖ noise
5	duckdb:duckdb	+0.3%	+5.9%	-5.3%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+6.2%	+5.9%	+0.2%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-1.8%	+3.8%	-5.4%	+45.9%	➖ noise
6	duckdb:duckdb	+4.7%	+3.8%	+0.9%	+29.3%	➖ noise
6	duckdb:vortex-file-compressed	+5.9%	+3.8%	+2.0%	+19.4%	➖ noise
7	datafusion:vortex-file-compressed	+0.3%	+4.6%	-4.2%	+11.1%	➖ noise
7	duckdb:duckdb	-0.7%	+4.6%	-5.1%	+10.8%	➖ noise
7	duckdb:vortex-file-compressed	+10.0%	+4.6%	+5.1%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+1.1%	+3.8%	-2.6%	+10.0%	➖ noise
8	duckdb:duckdb	+2.8%	+3.8%	-1.0%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+0.0%	+3.8%	-3.7%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+0.8%	+6.5%	-5.4%	+10.0%	➖ noise
9	duckdb:duckdb	-2.6%	+6.5%	-8.6%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+1.4%	+6.5%	-4.8%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+3.4%	+1.4%	+2.0%	+10.6%	➖ noise
10	duckdb:duckdb	-1.0%	+1.4%	-2.4%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+4.1%	+1.4%	+2.6%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+0.8%	+3.0%	-2.1%	+10.0%	➖ noise
11	duckdb:duckdb	+0.6%	+3.0%	-2.3%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+5.7%	+3.0%	+2.7%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	+2.1%	+2.5%	-0.5%	+10.0%	➖ noise
12	duckdb:duckdb	+1.3%	+2.5%	-1.2%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	+2.0%	+2.5%	-0.5%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+1.9%	+3.1%	-1.1%	+10.0%	➖ noise
13	duckdb:duckdb	-1.1%	+3.1%	-4.0%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+0.8%	+3.1%	-2.2%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+2.5%	+3.9%	-1.4%	+10.0%	➖ noise
14	duckdb:duckdb	-2.8%	+3.9%	-6.4%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+1.6%	+3.9%	-2.3%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+5.2%	+4.1%	+1.0%	+10.0%	➖ noise
15	duckdb:duckdb	-1.8%	+4.1%	-5.7%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+0.5%	+4.1%	-3.5%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+5.9%	+6.0%	-0.1%	+10.0%	➖ noise
16	duckdb:duckdb	-22.9%	+6.0%	-27.3%	+10.0%	✅ faster
16	duckdb:vortex-file-compressed	+2.7%	+6.0%	-3.1%	+12.9%	➖ noise
17	datafusion:vortex-file-compressed	+4.4%	+3.8%	+0.6%	+10.0%	➖ noise
17	duckdb:duckdb	-23.5%	+3.8%	-26.3%	+10.0%	✅ faster
17	duckdb:vortex-file-compressed	+5.0%	+3.8%	+1.1%	+12.8%	➖ noise
18	datafusion:vortex-file-compressed	+3.6%	+4.6%	-1.0%	+10.0%	➖ noise
18	duckdb:duckdb	+0.2%	+4.6%	-4.3%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-4.5%	+4.6%	-8.7%	+10.5%	➖ noise
19	datafusion:vortex-file-compressed	+2.0%	+3.0%	-1.0%	+10.0%	➖ noise
19	duckdb:duckdb	+3.5%	+3.0%	+0.6%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	+0.2%	+3.0%	-2.7%	+29.0%	➖ noise
20	datafusion:vortex-file-compressed	-0.2%	+1.2%	-1.4%	+201.9%	➖ noise
20	duckdb:duckdb	-9.1%	+1.2%	-10.2%	+26.1%	➖ noise
20	duckdb:vortex-file-compressed	-2.9%	+1.2%	-4.1%	+11.6%	➖ noise
21	datafusion:vortex-file-compressed	+0.2%	+0.6%	-0.5%	+10.0%	➖ noise
21	duckdb:duckdb	+0.8%	+0.6%	+0.2%	+10.4%	➖ noise
21	duckdb:vortex-file-compressed	+2.5%	+0.6%	+1.9%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+2.4%	+3.4%	-0.9%	+10.0%	➖ noise
22	duckdb:duckdb	+0.1%	+3.4%	-3.2%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-1.7%	+3.4%	-4.9%	+12.8%	➖ noise
23	datafusion:vortex-file-compressed	+3.3%	+1.8%	+1.4%	+60.1%	➖ noise
23	duckdb:duckdb	+3.0%	+1.8%	+1.2%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	+8.8%	+1.8%	+6.9%	+11.5%	➖ noise
24	datafusion:vortex-file-compressed	-11.3%	-2.8%	-8.7%	+44.0%	➖ noise
24	duckdb:duckdb	+3.1%	-2.8%	+6.1%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	-25.9%	-2.8%	-23.7%	+36.1%	➖ noise
25	datafusion:vortex-file-compressed	-5.5%	+3.4%	-8.5%	+11.9%	➖ noise
25	duckdb:duckdb	-7.6%	+3.4%	-10.6%	+10.0%	✅ faster
25	duckdb:vortex-file-compressed	-16.2%	+3.4%	-18.9%	+14.1%	✅ faster
26	datafusion:vortex-file-compressed	-0.8%	-2.1%	+1.4%	+10.5%	➖ noise
26	duckdb:duckdb	-5.0%	-2.1%	-2.9%	+11.3%	➖ noise
26	duckdb:vortex-file-compressed	-11.0%	-2.1%	-9.1%	+39.7%	➖ noise
27	datafusion:vortex-file-compressed	+9.0%	+1.8%	+7.1%	+10.0%	➖ noise
27	duckdb:duckdb	-6.3%	+1.8%	-8.0%	+14.6%	➖ noise
27	duckdb:vortex-file-compressed	-0.4%	+1.8%	-2.2%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+1.5%	+0.7%	+0.8%	+10.0%	➖ noise
28	duckdb:duckdb	-0.8%	+0.7%	-1.5%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+1.0%	+0.7%	+0.2%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	-2.7%	+3.9%	-6.4%	+10.0%	➖ noise
29	duckdb:duckdb	+6.7%	+3.9%	+2.7%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	+1.0%	+3.9%	-2.8%	+12.5%	➖ noise
30	datafusion:vortex-file-compressed	+3.0%	+5.6%	-2.5%	+10.0%	➖ noise
30	duckdb:duckdb	-0.9%	+5.6%	-6.2%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	+1.7%	+5.6%	-3.8%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+2.5%	+5.0%	-2.4%	+10.0%	➖ noise
31	duckdb:duckdb	-1.9%	+5.0%	-6.6%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	+4.6%	+5.0%	-0.4%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	+7.5%	+6.7%	+0.8%	+16.9%	➖ noise
32	duckdb:duckdb	-0.4%	+6.7%	-6.6%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	-2.8%	+6.7%	-8.9%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	+5.7%	+4.6%	+1.1%	+17.1%	➖ noise
33	duckdb:duckdb	+1.5%	+4.6%	-3.0%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	-3.2%	+4.6%	-7.4%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	+7.9%	+5.2%	+2.6%	+10.0%	➖ noise
34	duckdb:duckdb	-7.5%	+5.2%	-12.1%	+10.0%	✅ faster
34	duckdb:vortex-file-compressed	-0.9%	+5.2%	-5.8%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	+3.4%	+3.1%	+0.3%	+10.0%	➖ noise
35	duckdb:duckdb	-2.6%	+3.1%	-5.5%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	+0.8%	+3.1%	-2.3%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	+14.3%	+9.4%	+4.5%	+11.8%	➖ noise
36	duckdb:duckdb	+1.0%	+9.4%	-7.7%	+12.7%	➖ noise
36	duckdb:vortex-file-compressed	+16.5%	+9.4%	+6.5%	+10.0%	➖ noise
37	datafusion:vortex-file-compressed	+6.8%	+3.5%	+3.1%	+10.0%	➖ noise
37	duckdb:duckdb	+4.6%	+3.5%	+1.1%	+10.0%	➖ noise
37	duckdb:vortex-file-compressed	+19.8%	+3.5%	+15.7%	+10.0%	🚨 regression
38	datafusion:vortex-file-compressed	+8.0%	+3.9%	+4.0%	+10.0%	➖ noise
38	duckdb:duckdb	+2.4%	+3.9%	-1.4%	+10.0%	➖ noise
38	duckdb:vortex-file-compressed	+11.9%	+3.9%	+7.7%	+10.5%	➖ noise
39	datafusion:vortex-file-compressed	+11.0%	+6.4%	+4.3%	+10.0%	➖ noise
39	duckdb:duckdb	-1.2%	+6.4%	-7.1%	+20.6%	➖ noise
39	duckdb:vortex-file-compressed	+5.5%	+6.4%	-0.9%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	+7.4%	+4.5%	+2.8%	+11.4%	➖ noise
40	duckdb:duckdb	+2.5%	+4.5%	-1.9%	+10.0%	➖ noise
40	duckdb:vortex-file-compressed	+20.1%	+4.5%	+14.9%	+16.7%	➖ noise
41	datafusion:vortex-file-compressed	+6.7%	+4.3%	+2.3%	+14.4%	➖ noise
41	duckdb:duckdb	+0.3%	+4.3%	-3.9%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	+16.9%	+4.3%	+12.1%	+10.0%	🚨 regression
42	datafusion:vortex-file-compressed	+9.3%	+3.9%	+5.2%	+10.0%	➖ noise
42	duckdb:duckdb	+1.1%	+3.9%	-2.8%	+10.0%	➖ noise
42	duckdb:vortex-file-compressed	+3.9%	+3.9%	-0.1%	+15.6%	➖ noise

[github-actions]

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +4.7%
Vortex (geomean): 0.937x ➖
Parquet (geomean): 0.895x ➖
Shifts: Parquet (control) -10.5% · Median polish -6.5%

---

datafusion / vortex-file-compressed (0.859x ➖, 3↑ 1↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	234957983	212694676	1.10
tpch_q02/datafusion:vortex-file-compressed	465215859	599797501	0.78
tpch_q03/datafusion:vortex-file-compressed	358496045	497569179	0.72
tpch_q04/datafusion:vortex-file-compressed 🚀	229718957	344827599	0.67
tpch_q05/datafusion:vortex-file-compressed	483349485	542232739	0.89
tpch_q06/datafusion:vortex-file-compressed 🚀	242651709	431250138	0.56
tpch_q07/datafusion:vortex-file-compressed	412360463	423181846	0.97
tpch_q08/datafusion:vortex-file-compressed	601637029	662439049	0.91
tpch_q09/datafusion:vortex-file-compressed	519304308	555328517	0.94
tpch_q10/datafusion:vortex-file-compressed	487593625	546961113	0.89
tpch_q11/datafusion:vortex-file-compressed	272884185	342530763	0.80
tpch_q12/datafusion:vortex-file-compressed	394633801	558669066	0.71
tpch_q13/datafusion:vortex-file-compressed	219891460	172300262	1.28
tpch_q14/datafusion:vortex-file-compressed	192850714	208809767	0.92
tpch_q15/datafusion:vortex-file-compressed	311329962	340626532	0.91
tpch_q16/datafusion:vortex-file-compressed	184837262	209276426	0.88
tpch_q17/datafusion:vortex-file-compressed 🚨	441361890	315743480	1.40
tpch_q18/datafusion:vortex-file-compressed	317164032	312273846	1.02
tpch_q19/datafusion:vortex-file-compressed	297739304	397271280	0.75
tpch_q20/datafusion:vortex-file-compressed	350550236	438989151	0.80
tpch_q21/datafusion:vortex-file-compressed	467783523	640564582	0.73
tpch_q22/datafusion:vortex-file-compressed 🚀	144708936	208268227	0.69

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

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	228625979	244989179	0.93
tpch_q02/datafusion:vortex-compact	440444321	490202166	0.90
tpch_q03/datafusion:vortex-compact	326491106	433937712	0.75
tpch_q04/datafusion:vortex-compact	230509035	233248110	0.99
tpch_q05/datafusion:vortex-compact	381219502	447804029	0.85
tpch_q06/datafusion:vortex-compact	262477820	323056539	0.81
tpch_q07/datafusion:vortex-compact	406499485	386266962	1.05
tpch_q08/datafusion:vortex-compact	469435741	603530359	0.78
tpch_q09/datafusion:vortex-compact	482146494	487167742	0.99
tpch_q10/datafusion:vortex-compact	512499711	457298052	1.12
tpch_q11/datafusion:vortex-compact	297528903	265345995	1.12
tpch_q12/datafusion:vortex-compact	452448625	470501535	0.96
tpch_q13/datafusion:vortex-compact	195396596	200783135	0.97
tpch_q14/datafusion:vortex-compact	284187681	303954111	0.93
tpch_q15/datafusion:vortex-compact	443911608	459750295	0.97
tpch_q16/datafusion:vortex-compact	164399418	179233179	0.92
tpch_q17/datafusion:vortex-compact	348836596	339460666	1.03
tpch_q18/datafusion:vortex-compact	351783392	366076761	0.96
tpch_q19/datafusion:vortex-compact	517250767	434079505	1.19
tpch_q20/datafusion:vortex-compact	500912517	607726037	0.82
tpch_q21/datafusion:vortex-compact	514877711	638726525	0.81
tpch_q22/datafusion:vortex-compact	119569426	135270753	0.88

datafusion / parquet (0.814x ➖, 4↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	273486473	236232621	1.16
tpch_q02/datafusion:parquet	520343884	653970335	0.80
tpch_q03/datafusion:parquet 🚀	323731617	523563651	0.62
tpch_q04/datafusion:parquet	172290459	219949929	0.78
tpch_q05/datafusion:parquet	550312445	715926969	0.77
tpch_q06/datafusion:parquet	158104189	130488565	1.21
tpch_q07/datafusion:parquet	580768631	781693058	0.74
tpch_q08/datafusion:parquet	667122245	807987058	0.83
tpch_q09/datafusion:parquet	555735046	585562931	0.95
tpch_q10/datafusion:parquet 🚀	587119504	870460859	0.67
tpch_q11/datafusion:parquet 🚀	358207560	636682760	0.56
tpch_q12/datafusion:parquet	311258709	398264683	0.78
tpch_q13/datafusion:parquet	433996858	542263248	0.80
tpch_q14/datafusion:parquet	220822133	294892570	0.75
tpch_q15/datafusion:parquet 🚀	303684109	469613405	0.65
tpch_q16/datafusion:parquet	194090647	169805420	1.14
tpch_q17/datafusion:parquet	415742218	494640181	0.84
tpch_q18/datafusion:parquet	500368563	566664615	0.88
tpch_q19/datafusion:parquet	357295038	466325026	0.77
tpch_q20/datafusion:parquet	410262477	524984625	0.78
tpch_q21/datafusion:parquet	618569283	734989001	0.84
tpch_q22/datafusion:parquet	153625186	168633064	0.91

duckdb / vortex-file-compressed (0.952x ➖, 0↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	250172888	251307736	1.00
tpch_q02/duckdb:vortex-file-compressed	871481460	912598863	0.95
tpch_q03/duckdb:vortex-file-compressed	504014189	627455250	0.80
tpch_q04/duckdb:vortex-file-compressed	325441991	374775795	0.87
tpch_q05/duckdb:vortex-file-compressed	821946003	960024210	0.86
tpch_q06/duckdb:vortex-file-compressed	367076178	385962021	0.95
tpch_q07/duckdb:vortex-file-compressed	658096439	712977140	0.92
tpch_q08/duckdb:vortex-file-compressed	894596097	872432432	1.03
tpch_q09/duckdb:vortex-file-compressed	849306625	816436696	1.04
tpch_q10/duckdb:vortex-file-compressed	679805209	756918427	0.90
tpch_q11/duckdb:vortex-file-compressed	488859443	501512456	0.97
tpch_q12/duckdb:vortex-file-compressed	478591669	462584968	1.03
tpch_q13/duckdb:vortex-file-compressed	463157672	458811174	1.01
tpch_q14/duckdb:vortex-file-compressed	409940802	454243491	0.90
tpch_q15/duckdb:vortex-file-compressed	254623896	238198182	1.07
tpch_q16/duckdb:vortex-file-compressed	337262626	331979637	1.02
tpch_q17/duckdb:vortex-file-compressed	574408514	586175840	0.98
tpch_q18/duckdb:vortex-file-compressed	552160996	528142237	1.05
tpch_q19/duckdb:vortex-file-compressed	421440157	448932894	0.94
tpch_q20/duckdb:vortex-file-compressed	717690428	876401160	0.82
tpch_q21/duckdb:vortex-file-compressed	1041186283	1108609514	0.94
tpch_q22/duckdb:vortex-file-compressed	346272418	357130697	0.97

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

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	293643067	292981922	1.00
tpch_q02/duckdb:vortex-compact	843988872	868980281	0.97
tpch_q03/duckdb:vortex-compact	511622972	507770830	1.01
tpch_q04/duckdb:vortex-compact	367731489	341029937	1.08
tpch_q05/duckdb:vortex-compact	884846899	730374179	1.21
tpch_q06/duckdb:vortex-compact	358059200	369827450	0.97
tpch_q07/duckdb:vortex-compact	609271622	652580141	0.93
tpch_q08/duckdb:vortex-compact	856206580	758820785	1.13
tpch_q09/duckdb:vortex-compact	824104263	855037464	0.96
tpch_q10/duckdb:vortex-compact	642945392	792801921	0.81
tpch_q11/duckdb:vortex-compact	544460338	557239772	0.98
tpch_q12/duckdb:vortex-compact	415264384	442117232	0.94
tpch_q13/duckdb:vortex-compact	444867133	408900902	1.09
tpch_q14/duckdb:vortex-compact	536951310	417222935	1.29
tpch_q15/duckdb:vortex-compact	312718765	354057752	0.88
tpch_q16/duckdb:vortex-compact	385475548	349103649	1.10
tpch_q17/duckdb:vortex-compact	642922117	652942982	0.98
tpch_q18/duckdb:vortex-compact	505065922	562018875	0.90
tpch_q19/duckdb:vortex-compact	445570508	547515651	0.81
tpch_q20/duckdb:vortex-compact	783828417	799699949	0.98
tpch_q21/duckdb:vortex-compact	1084365459	1015864049	1.07
tpch_q22/duckdb:vortex-compact	366517244	304849802	1.20

duckdb / parquet (0.983x ➖, 0↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	497414576	475491530	1.05
tpch_q02/duckdb:parquet	1222673859	1284879111	0.95
tpch_q03/duckdb:parquet	932589227	1125971554	0.83
tpch_q04/duckdb:parquet	567525797	602656794	0.94
tpch_q05/duckdb:parquet	1375619726	1486265405	0.93
tpch_q06/duckdb:parquet	416923246	399752672	1.04
tpch_q07/duckdb:parquet	1176391998	1019350588	1.15
tpch_q08/duckdb:parquet	1629045169	1434868104	1.14
tpch_q09/duckdb:parquet	1280224697	1336169447	0.96
tpch_q10/duckdb:parquet	1281878579	1329840968	0.96
tpch_q11/duckdb:parquet	824616802	800527393	1.03
tpch_q12/duckdb:parquet	574475896	632411460	0.91
tpch_q13/duckdb:parquet	884197330	830273880	1.06
tpch_q14/duckdb:parquet	635997670	591368017	1.08
tpch_q15/duckdb:parquet	524511275	514817347	1.02
tpch_q16/duckdb:parquet	524457738	517217308	1.01
tpch_q17/duckdb:parquet	742629396	775186740	0.96
tpch_q18/duckdb:parquet	844216805	939006131	0.90
tpch_q19/duckdb:parquet	779073550	835283410	0.93
tpch_q20/duckdb:parquet	1006911131	1207385684	0.83
tpch_q21/duckdb:parquet	1128354694	1085347610	1.04
tpch_q22/duckdb:parquet	511295182	518681119	0.99

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-6.7%	+10.0%	-15.2%	+121.7%	➖ noise
1	datafusion:vortex-file-compressed	+10.5%	+10.0%	+0.4%	+125.6%	➖ noise
1	duckdb:vortex-compact	+0.2%	+10.0%	-8.9%	+42.8%	➖ noise
1	duckdb:vortex-file-compressed	-0.5%	+10.0%	-9.5%	+45.8%	➖ noise
2	datafusion:vortex-compact	-10.2%	-13.0%	+3.3%	+45.0%	➖ noise
2	datafusion:vortex-file-compressed	-22.4%	-13.0%	-10.9%	+41.1%	➖ noise
2	duckdb:vortex-compact	-2.9%	-13.0%	+11.6%	+33.7%	➖ noise
2	duckdb:vortex-file-compressed	-4.5%	-13.0%	+9.7%	+33.7%	➖ noise
3	datafusion:vortex-compact	-24.8%	-28.4%	+5.1%	+59.8%	➖ noise
3	datafusion:vortex-file-compressed	-28.0%	-28.4%	+0.7%	+88.8%	➖ noise
3	duckdb:vortex-compact	+0.8%	-28.4%	+40.8%	+33.7%	🚨 regression
3	duckdb:vortex-file-compressed	-19.7%	-28.4%	+12.2%	+34.4%	➖ noise
4	datafusion:vortex-compact	-1.2%	-14.1%	+15.1%	+39.7%	➖ noise
4	datafusion:vortex-file-compressed	-33.4%	-14.1%	-22.4%	+33.7%	➖ noise
4	duckdb:vortex-compact	+7.8%	-14.1%	+25.5%	+33.7%	➖ noise
4	duckdb:vortex-file-compressed	-13.2%	-14.1%	+1.1%	+33.7%	➖ noise
5	datafusion:vortex-compact	-14.9%	-15.7%	+0.9%	+33.7%	➖ noise
5	datafusion:vortex-file-compressed	-10.9%	-15.7%	+5.7%	+33.7%	➖ noise
5	duckdb:vortex-compact	+21.1%	-15.7%	+43.6%	+33.7%	🚨 regression
5	duckdb:vortex-file-compressed	-14.4%	-15.7%	+1.5%	+33.7%	➖ noise
6	datafusion:vortex-compact	-18.8%	+12.4%	-27.7%	+33.7%	✅ faster
6	datafusion:vortex-file-compressed	-43.7%	+12.4%	-49.9%	+56.9%	✅ faster
6	duckdb:vortex-compact	-3.2%	+12.4%	-13.9%	+33.7%	➖ noise
6	duckdb:vortex-file-compressed	-4.9%	+12.4%	-15.4%	+33.7%	➖ noise
7	datafusion:vortex-compact	+5.2%	-7.4%	+13.7%	+33.7%	➖ noise
7	datafusion:vortex-file-compressed	-2.6%	-7.4%	+5.2%	+33.7%	➖ noise
7	duckdb:vortex-compact	-6.6%	-7.4%	+0.8%	+33.7%	➖ noise
7	duckdb:vortex-file-compressed	-7.7%	-7.4%	-0.3%	+35.7%	➖ noise
8	datafusion:vortex-compact	-22.2%	-3.2%	-19.7%	+33.7%	➖ noise
8	datafusion:vortex-file-compressed	-9.2%	-3.2%	-6.2%	+33.7%	➖ noise
8	duckdb:vortex-compact	+12.8%	-3.2%	+16.5%	+33.7%	➖ noise
8	duckdb:vortex-file-compressed	+2.5%	-3.2%	+5.9%	+33.7%	➖ noise
9	datafusion:vortex-compact	-1.0%	-4.6%	+3.8%	+35.0%	➖ noise
9	datafusion:vortex-file-compressed	-6.5%	-4.6%	-1.9%	+40.4%	➖ noise
9	duckdb:vortex-compact	-3.6%	-4.6%	+1.1%	+34.4%	➖ noise
9	duckdb:vortex-file-compressed	+4.0%	-4.6%	+9.1%	+33.7%	➖ noise
10	datafusion:vortex-compact	+12.1%	-19.4%	+39.0%	+33.7%	🚨 regression
10	datafusion:vortex-file-compressed	-10.9%	-19.4%	+10.6%	+35.2%	➖ noise
10	duckdb:vortex-compact	-18.9%	-19.4%	+0.6%	+33.7%	➖ noise
10	duckdb:vortex-file-compressed	-10.2%	-19.4%	+11.4%	+40.7%	➖ noise
11	datafusion:vortex-compact	+12.1%	-23.9%	+47.3%	+39.3%	🚨 regression
11	datafusion:vortex-file-compressed	-20.3%	-23.9%	+4.6%	+64.2%	➖ noise
11	duckdb:vortex-compact	-2.3%	-23.9%	+28.3%	+36.5%	➖ noise
11	duckdb:vortex-file-compressed	-2.5%	-23.9%	+28.0%	+33.7%	➖ noise
12	datafusion:vortex-compact	-3.8%	-15.7%	+14.1%	+33.7%	➖ noise
12	datafusion:vortex-file-compressed	-29.4%	-15.7%	-16.2%	+48.2%	➖ noise
12	duckdb:vortex-compact	-6.1%	-15.7%	+11.5%	+45.1%	➖ noise
12	duckdb:vortex-file-compressed	+3.5%	-15.7%	+22.8%	+43.5%	➖ noise
13	datafusion:vortex-compact	-2.7%	-7.7%	+5.4%	+74.4%	➖ noise
13	datafusion:vortex-file-compressed	+27.6%	-7.7%	+38.2%	+73.6%	➖ noise
13	duckdb:vortex-compact	+8.8%	-7.7%	+17.8%	+36.3%	➖ noise
13	duckdb:vortex-file-compressed	+0.9%	-7.7%	+9.3%	+59.0%	➖ noise
14	datafusion:vortex-compact	-6.5%	-10.3%	+4.2%	+33.7%	➖ noise
14	datafusion:vortex-file-compressed	-7.6%	-10.3%	+2.9%	+33.7%	➖ noise
14	duckdb:vortex-compact	+28.7%	-10.3%	+43.4%	+33.7%	🚨 regression
14	duckdb:vortex-file-compressed	-9.8%	-10.3%	+0.6%	+33.7%	➖ noise
15	datafusion:vortex-compact	-3.4%	-18.8%	+19.0%	+33.7%	➖ noise
15	datafusion:vortex-file-compressed	-8.6%	-18.8%	+12.6%	+48.2%	➖ noise
15	duckdb:vortex-compact	-11.7%	-18.8%	+8.8%	+33.7%	➖ noise
15	duckdb:vortex-file-compressed	+6.9%	-18.8%	+31.7%	+33.7%	➖ noise
16	datafusion:vortex-compact	-8.3%	+7.7%	-14.8%	+33.7%	➖ noise
16	datafusion:vortex-file-compressed	-11.7%	+7.7%	-18.0%	+41.8%	➖ noise
16	duckdb:vortex-compact	+10.4%	+7.7%	+2.6%	+44.4%	➖ noise
16	duckdb:vortex-file-compressed	+1.6%	+7.7%	-5.6%	+39.7%	➖ noise
17	datafusion:vortex-compact	+2.8%	-10.3%	+14.5%	+33.7%	➖ noise
17	datafusion:vortex-file-compressed	+39.8%	-10.3%	+55.8%	+46.8%	🚨 regression
17	duckdb:vortex-compact	-1.5%	-10.3%	+9.7%	+33.7%	➖ noise
17	duckdb:vortex-file-compressed	-2.0%	-10.3%	+9.2%	+33.7%	➖ noise
18	datafusion:vortex-compact	-3.9%	-10.9%	+7.9%	+33.7%	➖ noise
18	datafusion:vortex-file-compressed	+1.6%	-10.9%	+14.0%	+33.7%	➖ noise
18	duckdb:vortex-compact	-10.1%	-10.9%	+0.9%	+36.0%	➖ noise
18	duckdb:vortex-file-compressed	+4.5%	-10.9%	+17.3%	+33.7%	➖ noise
19	datafusion:vortex-compact	+19.2%	-15.5%	+41.0%	+48.8%	➖ noise
19	datafusion:vortex-file-compressed	-25.1%	-15.5%	-11.3%	+42.5%	➖ noise
19	duckdb:vortex-compact	-18.6%	-15.5%	-3.7%	+33.7%	➖ noise
19	duckdb:vortex-file-compressed	-6.1%	-15.5%	+11.0%	+33.7%	➖ noise
20	datafusion:vortex-compact	-17.6%	-19.3%	+2.1%	+33.7%	➖ noise
20	datafusion:vortex-file-compressed	-20.1%	-19.3%	-1.1%	+33.7%	➖ noise
20	duckdb:vortex-compact	-2.0%	-19.3%	+21.4%	+33.7%	➖ noise
20	duckdb:vortex-file-compressed	-18.1%	-19.3%	+1.4%	+33.7%	➖ noise
21	datafusion:vortex-compact	-19.4%	-6.5%	-13.8%	+33.7%	➖ noise
21	datafusion:vortex-file-compressed	-27.0%	-6.5%	-21.9%	+33.7%	➖ noise
21	duckdb:vortex-compact	+6.7%	-6.5%	+14.1%	+33.7%	➖ noise
21	duckdb:vortex-file-compressed	-6.1%	-6.5%	+0.4%	+33.7%	➖ noise
22	datafusion:vortex-compact	-11.6%	-5.2%	-6.7%	+33.7%	➖ noise
22	datafusion:vortex-file-compressed	-30.5%	-5.2%	-26.7%	+33.7%	✅ faster
22	duckdb:vortex-compact	+20.2%	-5.2%	+26.9%	+33.7%	➖ noise
22	duckdb:vortex-file-compressed	-3.0%	-5.2%	+2.3%	+33.7%	➖ noise

[github-actions]

Benchmarks: FineWeb S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +5.0%
Vortex (geomean): 1.005x ➖
Parquet (geomean): 0.957x ➖
Shifts: Parquet (control) -4.3% · Median polish -0.0%

---

datafusion / vortex-file-compressed (0.995x ➖, 0↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	30417222	33025473	0.92
fineweb_q01/datafusion:vortex-file-compressed	478638858	474699224	1.01
fineweb_q02/datafusion:vortex-file-compressed	469260688	468131410	1.00
fineweb_q03/datafusion:vortex-file-compressed	1372900713	1425490356	0.96
fineweb_q04/datafusion:vortex-file-compressed	1385105163	1427619822	0.97
fineweb_q05/datafusion:vortex-file-compressed	1374863634	1412133473	0.97
fineweb_q06/datafusion:vortex-file-compressed	1592274619	1480551045	1.08
fineweb_q07/datafusion:vortex-file-compressed	1407461731	1467022297	0.96
fineweb_q08/datafusion:vortex-file-compressed	594114790	542919442	1.09

datafusion / vortex-compact (0.921x ➖, 1↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 🚀	35616690	60418737	0.59
fineweb_q01/datafusion:vortex-compact	512431839	558676039	0.92
fineweb_q02/datafusion:vortex-compact	636690311	701263878	0.91
fineweb_q03/datafusion:vortex-compact	1828470252	1866150948	0.98
fineweb_q04/datafusion:vortex-compact	2221896840	2236141513	0.99
fineweb_q05/datafusion:vortex-compact	1695423725	1691996219	1.00
fineweb_q06/datafusion:vortex-compact	1437445602	1430567398	1.00
fineweb_q07/datafusion:vortex-compact	1302406971	1355699604	0.96
fineweb_q08/datafusion:vortex-compact	402932413	392274691	1.03

datafusion / parquet (0.979x ➖, 0↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1148985074	1221124382	0.94
fineweb_q01/datafusion:parquet	1849263306	1840791380	1.00
fineweb_q02/datafusion:parquet	1880572142	1782632449	1.05
fineweb_q03/datafusion:parquet	1727477740	1719073912	1.00
fineweb_q04/datafusion:parquet	1910841300	1928480767	0.99
fineweb_q05/datafusion:parquet	1857710443	1847361871	1.01
fineweb_q06/datafusion:parquet	1696890503	1907322701	0.89
fineweb_q07/datafusion:parquet	1734433439	1877241951	0.92
fineweb_q08/datafusion:parquet	1786777986	1774294120	1.01

duckdb / vortex-file-compressed (1.026x ➖, 0↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	129684097	100752614	1.29
fineweb_q01/duckdb:vortex-file-compressed	712125743	662333151	1.08
fineweb_q02/duckdb:vortex-file-compressed	452811872	515755220	0.88
fineweb_q03/duckdb:vortex-file-compressed	1563345498	1546259058	1.01
fineweb_q04/duckdb:vortex-file-compressed	1600872125	1561588752	1.03
fineweb_q05/duckdb:vortex-file-compressed	1536814432	1504149077	1.02
fineweb_q06/duckdb:vortex-file-compressed	1703351561	1668099397	1.02
fineweb_q07/duckdb:vortex-file-compressed	1531142194	1605926627	0.95
fineweb_q08/duckdb:vortex-file-compressed	647082502	644929446	1.00

duckdb / vortex-compact (1.086x ➖, 0↑ 1↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact 🚨	108189064	65943962	1.64
fineweb_q01/duckdb:vortex-compact	621707843	540113935	1.15
fineweb_q02/duckdb:vortex-compact	622993526	586025634	1.06
fineweb_q03/duckdb:vortex-compact	1658842746	1577270607	1.05
fineweb_q04/duckdb:vortex-compact	1753481027	1635844354	1.07
fineweb_q05/duckdb:vortex-compact	1506545402	1496555376	1.01
fineweb_q06/duckdb:vortex-compact	1453741520	1487000986	0.98
fineweb_q07/duckdb:vortex-compact	1333612344	1332026378	1.00
fineweb_q08/duckdb:vortex-compact	477781363	507521677	0.94

duckdb / parquet (0.936x ➖, 0↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1034527407	1285249968	0.80
fineweb_q01/duckdb:parquet	1651633944	1800374040	0.92
fineweb_q02/duckdb:parquet	1566263860	1551583934	1.01
fineweb_q03/duckdb:parquet	4005033309	4105720370	0.98
fineweb_q04/duckdb:parquet	1848494425	1936367765	0.95
fineweb_q05/duckdb:parquet	2592349614	2605133838	1.00
fineweb_q06/duckdb:parquet	3289390512	3484164199	0.94
fineweb_q07/duckdb:parquet	4033868597	4499192468	0.90
fineweb_q08/duckdb:parquet	1053145198	1118608904	0.94

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-41.1%	-13.0%	-32.3%	+98.7%	➖ noise
0	datafusion:vortex-file-compressed	-7.9%	-13.0%	+5.8%	+144.6%	➖ noise
0	duckdb:vortex-compact	+64.1%	-13.0%	+88.5%	+31.3%	🚨 regression
0	duckdb:vortex-file-compressed	+28.7%	-13.0%	+47.9%	+36.4%	🚨 regression
1	datafusion:vortex-compact	-8.3%	-4.0%	-4.5%	+60.6%	➖ noise
1	datafusion:vortex-file-compressed	+0.8%	-4.0%	+5.0%	+105.5%	➖ noise
1	duckdb:vortex-compact	+15.1%	-4.0%	+19.9%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	+7.5%	-4.0%	+12.0%	+30.0%	➖ noise
2	datafusion:vortex-compact	-9.2%	+3.2%	-12.0%	+30.0%	➖ noise
2	datafusion:vortex-file-compressed	+0.2%	+3.2%	-2.9%	+38.1%	➖ noise
2	duckdb:vortex-compact	+6.3%	+3.2%	+3.0%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	-12.2%	+3.2%	-14.9%	+30.0%	➖ noise
3	datafusion:vortex-compact	-2.0%	-1.0%	-1.0%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	-3.7%	-1.0%	-2.7%	+30.0%	➖ noise
3	duckdb:vortex-compact	+5.2%	-1.0%	+6.2%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	+1.1%	-1.0%	+2.1%	+30.0%	➖ noise
4	datafusion:vortex-compact	-0.6%	-2.7%	+2.2%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	-3.0%	-2.7%	-0.2%	+30.0%	➖ noise
4	duckdb:vortex-compact	+7.2%	-2.7%	+10.2%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+2.5%	-2.7%	+5.4%	+30.0%	➖ noise
5	datafusion:vortex-compact	+0.2%	+0.0%	+0.2%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-2.6%	+0.0%	-2.7%	+30.0%	➖ noise
5	duckdb:vortex-compact	+0.7%	+0.0%	+0.6%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+2.2%	+0.0%	+2.1%	+30.0%	➖ noise
6	datafusion:vortex-compact	+0.5%	-8.4%	+9.6%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	+7.5%	-8.4%	+17.3%	+30.0%	➖ noise
6	duckdb:vortex-compact	-2.2%	-8.4%	+6.7%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+2.1%	-8.4%	+11.4%	+30.0%	➖ noise
7	datafusion:vortex-compact	-3.9%	-9.0%	+5.6%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-4.1%	-9.0%	+5.4%	+30.0%	➖ noise
7	duckdb:vortex-compact	+0.1%	-9.0%	+10.0%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	-4.7%	-9.0%	+4.8%	+30.0%	➖ noise
8	datafusion:vortex-compact	+2.7%	-2.6%	+5.5%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+9.4%	-2.6%	+12.4%	+30.0%	➖ noise
8	duckdb:vortex-compact	-5.9%	-2.6%	-3.3%	+68.0%	➖ noise
8	duckdb:vortex-file-compressed	+0.3%	-2.6%	+3.0%	+30.0%	➖ noise

[github-actions]

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +0.5%
Vortex (geomean): 0.977x ➖
Parquet (geomean): 0.973x ➖
Shifts: Parquet (control) -2.7% · Median polish -0.9%

---

datafusion / vortex-file-compressed (0.961x ➖, 0↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	730409560	737703887	0.99
tpch_q02/datafusion:vortex-file-compressed	747422918	798755892	0.94
tpch_q03/datafusion:vortex-file-compressed	813121819	870067934	0.93
tpch_q04/datafusion:vortex-file-compressed	603747564	671626542	0.90
tpch_q05/datafusion:vortex-file-compressed	1110879789	1164363524	0.95
tpch_q06/datafusion:vortex-file-compressed	633450637	639153839	0.99
tpch_q07/datafusion:vortex-file-compressed	1211465410	1194365073	1.01
tpch_q08/datafusion:vortex-file-compressed	1259100134	1221879323	1.03
tpch_q09/datafusion:vortex-file-compressed	1442343154	1388635522	1.04
tpch_q10/datafusion:vortex-file-compressed	1047219541	1053817362	0.99
tpch_q11/datafusion:vortex-file-compressed	481687285	601692514	0.80
tpch_q12/datafusion:vortex-file-compressed	938369857	965945971	0.97
tpch_q13/datafusion:vortex-file-compressed	459834628	571996007	0.80
tpch_q14/datafusion:vortex-file-compressed	615331976	619032219	0.99
tpch_q15/datafusion:vortex-file-compressed	1147157487	1252322431	0.92
tpch_q16/datafusion:vortex-file-compressed	426209492	406927498	1.05
tpch_q17/datafusion:vortex-file-compressed	1231193003	1194194571	1.03
tpch_q18/datafusion:vortex-file-compressed	1399199992	1329595772	1.05
tpch_q19/datafusion:vortex-file-compressed	681570255	708304785	0.96
tpch_q20/datafusion:vortex-file-compressed	952246700	978621148	0.97
tpch_q21/datafusion:vortex-file-compressed	1667214975	1864181777	0.89
tpch_q22/datafusion:vortex-file-compressed	331792990	338614026	0.98

datafusion / vortex-compact (0.944x ➖, 0↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	730403460	750304597	0.97
tpch_q02/datafusion:vortex-compact	675457012	874912121	0.77
tpch_q03/datafusion:vortex-compact	813902250	909898884	0.89
tpch_q04/datafusion:vortex-compact	584588999	761663398	0.77
tpch_q05/datafusion:vortex-compact	971924491	1011573078	0.96
tpch_q06/datafusion:vortex-compact	628486676	677535081	0.93
tpch_q07/datafusion:vortex-compact	1181079883	1174251858	1.01
tpch_q08/datafusion:vortex-compact	1257678939	1231535840	1.02
tpch_q09/datafusion:vortex-compact	1386491095	1487561045	0.93
tpch_q10/datafusion:vortex-compact	925339888	1133855445	0.82
tpch_q11/datafusion:vortex-compact	462083449	486099677	0.95
tpch_q12/datafusion:vortex-compact	951136450	905533663	1.05
tpch_q13/datafusion:vortex-compact	508811644	465048138	1.09
tpch_q14/datafusion:vortex-compact	693885619	820686230	0.85
tpch_q15/datafusion:vortex-compact	1189798393	1337382182	0.89
tpch_q16/datafusion:vortex-compact	348964406	394947251	0.88
tpch_q17/datafusion:vortex-compact	1252927347	1289695445	0.97
tpch_q18/datafusion:vortex-compact	1286616290	1250397519	1.03
tpch_q19/datafusion:vortex-compact	769412401	751585567	1.02
tpch_q20/datafusion:vortex-compact	932701034	1023226183	0.91
tpch_q21/datafusion:vortex-compact	1585232980	1573592080	1.01
tpch_q22/datafusion:vortex-compact	433780057	381262861	1.14

datafusion / parquet (0.946x ➖, 0↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	902735198	972521496	0.93
tpch_q02/datafusion:parquet	1056945170	1231787075	0.86
tpch_q03/datafusion:parquet	991688823	1357931726	0.73
tpch_q04/datafusion:parquet	518595072	543284659	0.95
tpch_q05/datafusion:parquet	1390062136	1287358343	1.08
tpch_q06/datafusion:parquet	531679968	533537264	1.00
tpch_q07/datafusion:parquet	1588652340	1623686690	0.98
tpch_q08/datafusion:parquet	1588592104	1588377794	1.00
tpch_q09/datafusion:parquet	1854540224	2110369237	0.88
tpch_q10/datafusion:parquet	2097332747	2204383005	0.95
tpch_q11/datafusion:parquet	730415034	687667926	1.06
tpch_q12/datafusion:parquet	667008059	752300219	0.89
tpch_q13/datafusion:parquet	702607793	740224110	0.95
tpch_q14/datafusion:parquet	791987723	817117103	0.97
tpch_q15/datafusion:parquet	1156734730	1248949614	0.93
tpch_q16/datafusion:parquet	389634781	459382458	0.85
tpch_q17/datafusion:parquet	1428450817	1419766296	1.01
tpch_q18/datafusion:parquet	1745257134	1764826015	0.99
tpch_q19/datafusion:parquet	1004087032	1085123928	0.93
tpch_q20/datafusion:parquet	1127839543	1157155995	0.97
tpch_q21/datafusion:parquet	1785956237	1920926743	0.93
tpch_q22/datafusion:parquet	921136318	875591926	1.05

duckdb / vortex-file-compressed (0.988x ➖, 0↑ 1↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	671796619	611642517	1.10
tpch_q02/duckdb:vortex-file-compressed	1085244139	1211605545	0.90
tpch_q03/duckdb:vortex-file-compressed	970686231	930597760	1.04
tpch_q04/duckdb:vortex-file-compressed	696250606	670882222	1.04
tpch_q05/duckdb:vortex-file-compressed	1217339773	1145149290	1.06
tpch_q06/duckdb:vortex-file-compressed	844167063	787123592	1.07
tpch_q07/duckdb:vortex-file-compressed	1229640170	1108797600	1.11
tpch_q08/duckdb:vortex-file-compressed	1528468070	1610297883	0.95
tpch_q09/duckdb:vortex-file-compressed	1568115368	1597253345	0.98
tpch_q10/duckdb:vortex-file-compressed	1260701414	1311008776	0.96
tpch_q11/duckdb:vortex-file-compressed 🚨	644273056	493430522	1.31
tpch_q12/duckdb:vortex-file-compressed	838605604	817970413	1.03
tpch_q13/duckdb:vortex-file-compressed	1037933295	1231174933	0.84
tpch_q14/duckdb:vortex-file-compressed	930598573	929282206	1.00
tpch_q15/duckdb:vortex-file-compressed	603771899	606963900	0.99
tpch_q16/duckdb:vortex-file-compressed	428346197	522153462	0.82
tpch_q17/duckdb:vortex-file-compressed	1024784406	1072121842	0.96
tpch_q18/duckdb:vortex-file-compressed	1004151019	1002864636	1.00
tpch_q19/duckdb:vortex-file-compressed	799837508	850790048	0.94
tpch_q20/duckdb:vortex-file-compressed	1316489112	1298046440	1.01
tpch_q21/duckdb:vortex-file-compressed	2126330053	2301654330	0.92
tpch_q22/duckdb:vortex-file-compressed	576605666	702753169	0.82

duckdb / vortex-compact (1.018x ➖, 0↑ 1↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	691808649	789789871	0.88
tpch_q02/duckdb:vortex-compact	1056323871	1089582193	0.97
tpch_q03/duckdb:vortex-compact	829169673	900195172	0.92
tpch_q04/duckdb:vortex-compact	540380335	504571361	1.07
tpch_q05/duckdb:vortex-compact	1042599203	1171907297	0.89
tpch_q06/duckdb:vortex-compact	757546538	820948606	0.92
tpch_q07/duckdb:vortex-compact	1074426492	1096863235	0.98
tpch_q08/duckdb:vortex-compact	1368621937	1433131375	0.95
tpch_q09/duckdb:vortex-compact	1452457016	1578132887	0.92
tpch_q10/duckdb:vortex-compact 🚨	1287362659	979980772	1.31
tpch_q11/duckdb:vortex-compact	633663824	779080466	0.81
tpch_q12/duckdb:vortex-compact	668098158	617197254	1.08
tpch_q13/duckdb:vortex-compact	867939157	838180116	1.04
tpch_q14/duckdb:vortex-compact	859282132	832498889	1.03
tpch_q15/duckdb:vortex-compact	608430427	542241334	1.12
tpch_q16/duckdb:vortex-compact	425505278	331892589	1.28
tpch_q17/duckdb:vortex-compact	955673777	871594837	1.10
tpch_q18/duckdb:vortex-compact	811393161	687140983	1.18
tpch_q19/duckdb:vortex-compact	801795494	697077883	1.15
tpch_q20/duckdb:vortex-compact	1261225679	1230963780	1.02
tpch_q21/duckdb:vortex-compact	1737498703	1641970447	1.06
tpch_q22/duckdb:vortex-compact	592665854	682775440	0.87

duckdb / parquet (1.001x ➖, 0↑ 0↓)

name	PR 0c882e6 (ns)	base da4c196 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	1198312229	1181153110	1.01
tpch_q02/duckdb:parquet	1499452837	1745336405	0.86
tpch_q03/duckdb:parquet	1743424405	1661461461	1.05
tpch_q04/duckdb:parquet	1009715956	1197250782	0.84
tpch_q05/duckdb:parquet	2441862443	2246661240	1.09
tpch_q06/duckdb:parquet	770493360	750001990	1.03
tpch_q07/duckdb:parquet	1948012504	1736478969	1.12
tpch_q08/duckdb:parquet	2482211144	2584132957	0.96
tpch_q09/duckdb:parquet	2410077575	2406895905	1.00
tpch_q10/duckdb:parquet	3282615279	3355364604	0.98
tpch_q11/duckdb:parquet	937900579	939329630	1.00
tpch_q12/duckdb:parquet	1116247421	985998606	1.13
tpch_q13/duckdb:parquet	1339598706	1274401642	1.05
tpch_q14/duckdb:parquet	1348501661	1625540603	0.83
tpch_q15/duckdb:parquet	1009700114	838534476	1.20
tpch_q16/duckdb:parquet	848096759	865014539	0.98
tpch_q17/duckdb:parquet	1335206707	1396008078	0.96
tpch_q18/duckdb:parquet	1437235829	1580234948	0.91
tpch_q19/duckdb:parquet	1529584372	1739666718	0.88
tpch_q20/duckdb:parquet	1848186766	1771593577	1.04
tpch_q21/duckdb:parquet	2272742842	1945077315	1.17
tpch_q22/duckdb:parquet	1159689984	1130852219	1.03

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-2.7%	-3.0%	+0.3%	+60.2%	➖ noise
1	datafusion:vortex-file-compressed	-1.0%	-3.0%	+2.0%	+62.0%	➖ noise
1	duckdb:vortex-compact	-12.4%	-3.0%	-9.7%	+41.4%	➖ noise
1	duckdb:vortex-file-compressed	+9.8%	-3.0%	+13.2%	+35.0%	➖ noise
2	datafusion:vortex-compact	-22.8%	-14.1%	-10.1%	+36.3%	➖ noise
2	datafusion:vortex-file-compressed	-6.4%	-14.1%	+9.0%	+33.7%	➖ noise
2	duckdb:vortex-compact	-3.1%	-14.1%	+12.9%	+50.7%	➖ noise
2	duckdb:vortex-file-compressed	-10.4%	-14.1%	+4.3%	+37.0%	➖ noise
3	datafusion:vortex-compact	-10.6%	-12.5%	+2.2%	+80.2%	➖ noise
3	datafusion:vortex-file-compressed	-6.5%	-12.5%	+6.8%	+68.5%	➖ noise
3	duckdb:vortex-compact	-7.9%	-12.5%	+5.2%	+54.0%	➖ noise
3	duckdb:vortex-file-compressed	+4.3%	-12.5%	+19.2%	+52.2%	➖ noise
4	datafusion:vortex-compact	-23.2%	-10.3%	-14.5%	+35.8%	➖ noise
4	datafusion:vortex-file-compressed	-10.1%	-10.3%	+0.2%	+30.0%	➖ noise
4	duckdb:vortex-compact	+7.1%	-10.3%	+19.4%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+3.8%	-10.3%	+15.7%	+30.0%	➖ noise
5	datafusion:vortex-compact	-3.9%	+8.3%	-11.3%	+44.6%	➖ noise
5	datafusion:vortex-file-compressed	-4.6%	+8.3%	-11.9%	+30.2%	➖ noise
5	duckdb:vortex-compact	-11.0%	+8.3%	-17.9%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+6.3%	+8.3%	-1.9%	+30.0%	➖ noise
6	datafusion:vortex-compact	-7.2%	+1.2%	-8.3%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-0.9%	+1.2%	-2.0%	+30.0%	➖ noise
6	duckdb:vortex-compact	-7.7%	+1.2%	-8.8%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+7.2%	+1.2%	+6.0%	+30.0%	➖ noise
7	datafusion:vortex-compact	+0.6%	+4.8%	-4.0%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	+1.4%	+4.8%	-3.2%	+30.0%	➖ noise
7	duckdb:vortex-compact	-2.0%	+4.8%	-6.5%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+10.9%	+4.8%	+5.9%	+30.0%	➖ noise
8	datafusion:vortex-compact	+2.1%	-2.0%	+4.2%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+3.0%	-2.0%	+5.1%	+30.0%	➖ noise
8	duckdb:vortex-compact	-4.5%	-2.0%	-2.6%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-5.1%	-2.0%	-3.2%	+30.0%	➖ noise
9	datafusion:vortex-compact	-6.8%	-6.2%	-0.6%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	+3.9%	-6.2%	+10.7%	+30.0%	➖ noise
9	duckdb:vortex-compact	-8.0%	-6.2%	-1.9%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	-1.8%	-6.2%	+4.7%	+30.0%	➖ noise
10	datafusion:vortex-compact	-18.4%	-3.5%	-15.4%	+34.3%	➖ noise
10	datafusion:vortex-file-compressed	-0.6%	-3.5%	+3.0%	+30.0%	➖ noise
10	duckdb:vortex-compact	+31.4%	-3.5%	+36.2%	+31.4%	🚨 regression
10	duckdb:vortex-file-compressed	-3.8%	-3.5%	-0.3%	+35.3%	➖ noise
11	datafusion:vortex-compact	-4.9%	+3.0%	-7.7%	+30.0%	➖ noise
11	datafusion:vortex-file-compressed	-19.9%	+3.0%	-22.3%	+30.0%	➖ noise
11	duckdb:vortex-compact	-18.7%	+3.0%	-21.0%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	+30.6%	+3.0%	+26.8%	+30.0%	➖ noise
12	datafusion:vortex-compact	+5.0%	+0.2%	+4.8%	+30.3%	➖ noise
12	datafusion:vortex-file-compressed	-2.9%	+0.2%	-3.0%	+30.0%	➖ noise
12	duckdb:vortex-compact	+8.2%	+0.2%	+8.0%	+30.0%	➖ noise
12	duckdb:vortex-file-compressed	+2.5%	+0.2%	+2.3%	+34.6%	➖ noise
13	datafusion:vortex-compact	+9.4%	-0.1%	+9.5%	+43.9%	➖ noise
13	datafusion:vortex-file-compressed	-19.6%	-0.1%	-19.5%	+41.3%	➖ noise
13	duckdb:vortex-compact	+3.6%	-0.1%	+3.7%	+65.7%	➖ noise
13	duckdb:vortex-file-compressed	-15.7%	-0.1%	-15.6%	+57.7%	➖ noise
14	datafusion:vortex-compact	-15.5%	-10.3%	-5.7%	+47.1%	➖ noise
14	datafusion:vortex-file-compressed	-0.6%	-10.3%	+10.9%	+42.2%	➖ noise
14	duckdb:vortex-compact	+3.2%	-10.3%	+15.1%	+39.7%	➖ noise
14	duckdb:vortex-file-compressed	+0.1%	-10.3%	+11.7%	+41.5%	➖ noise
15	datafusion:vortex-compact	-11.0%	+5.6%	-15.8%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	-8.4%	+5.6%	-13.3%	+30.0%	➖ noise
15	duckdb:vortex-compact	+12.2%	+5.6%	+6.3%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	-0.5%	+5.6%	-5.8%	+30.0%	➖ noise
16	datafusion:vortex-compact	-11.6%	-8.8%	-3.1%	+30.0%	➖ noise
16	datafusion:vortex-file-compressed	+4.7%	-8.8%	+14.9%	+34.3%	➖ noise
16	duckdb:vortex-compact	+28.2%	-8.8%	+40.6%	+30.0%	🚨 regression
16	duckdb:vortex-file-compressed	-18.0%	-8.8%	-10.0%	+30.0%	➖ noise
17	datafusion:vortex-compact	-2.9%	-1.9%	-1.0%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	+3.1%	-1.9%	+5.1%	+30.0%	➖ noise
17	duckdb:vortex-compact	+9.6%	-1.9%	+11.8%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	-4.4%	-1.9%	-2.6%	+30.0%	➖ noise
18	datafusion:vortex-compact	+2.9%	-5.2%	+8.5%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	+5.2%	-5.2%	+11.0%	+30.0%	➖ noise
18	duckdb:vortex-compact	+18.1%	-5.2%	+24.5%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	+0.1%	-5.2%	+5.6%	+30.0%	➖ noise
19	datafusion:vortex-compact	+2.4%	-9.8%	+13.5%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	-3.8%	-9.8%	+6.7%	+30.0%	➖ noise
19	duckdb:vortex-compact	+15.0%	-9.8%	+27.5%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	-6.0%	-9.8%	+4.2%	+30.0%	➖ noise
20	datafusion:vortex-compact	-8.8%	+0.8%	-9.6%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	-2.7%	+0.8%	-3.5%	+30.0%	➖ noise
20	duckdb:vortex-compact	+2.5%	+0.8%	+1.6%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	+1.4%	+0.8%	+0.6%	+30.0%	➖ noise
21	datafusion:vortex-compact	+0.7%	+4.2%	-3.3%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	-10.6%	+4.2%	-14.2%	+30.0%	➖ noise
21	duckdb:vortex-compact	+5.8%	+4.2%	+1.5%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	-7.6%	+4.2%	-11.4%	+30.0%	➖ noise
22	datafusion:vortex-compact	+13.8%	+3.9%	+9.5%	+30.0%	➖ noise
22	datafusion:vortex-file-compressed	-2.0%	+3.9%	-5.7%	+39.1%	➖ noise
22	duckdb:vortex-compact	-13.2%	+3.9%	-16.4%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	-18.0%	+3.9%	-21.0%	+30.0%	➖ noise