file_index virtual column for duckdb

[myrrc]

(Partial) late materialization support for duckdb.
Rest to implement is row index

[github-actions]

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	b0f2e4a		1	Explore Profiling Data

Previous Runs (1)

Status	Commit	Job	Attempt	Link
🟢 Done	a3e6376		1	Explore Profiling Data

---

Powered by Polar Signals Cloud

[github-actions]

Benchmarks: PolarSignals Profiling

Vortex (geomean): 1.007x ➖

---

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

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	119495094	126346418	0.95
polarsignals_q01/datafusion:vortex-file-compressed	259443992	274866922	0.94
polarsignals_q02/datafusion:vortex-file-compressed	23286589	23821871	0.98
polarsignals_q03/datafusion:vortex-file-compressed	284323254	266572090	1.07
polarsignals_q04/datafusion:vortex-file-compressed	12223798	11517632	1.06
polarsignals_q05/datafusion:vortex-file-compressed	16344817	15318779	1.07
polarsignals_q06/datafusion:vortex-file-compressed	18821718	18925421	0.99
polarsignals_q07/datafusion:vortex-file-compressed	14391539	14220708	1.01
polarsignals_q08/datafusion:vortex-file-compressed	350552151	361614926	0.97
polarsignals_q09/datafusion:vortex-file-compressed	11530021	11025131	1.05

[github-actions]

File Sizes: PolarSignals Profiling

No file size changes detected.

[github-actions]

Benchmarks: FineWeb NVMe

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.8%
Vortex (geomean): 1.003x ➖
Parquet (geomean): 0.996x ➖
Shifts: Parquet (control) -0.4% · Median polish +0.1%

---

datafusion / vortex-file-compressed (0.999x ➖, 0↑ 1↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	4919033	5206510	0.94
fineweb_q01/datafusion:vortex-file-compressed	20736871	22192792	0.93
fineweb_q02/datafusion:vortex-file-compressed	22169148	22257739	1.00
fineweb_q03/datafusion:vortex-file-compressed 🚨	78975244	69325509	1.14
fineweb_q04/datafusion:vortex-file-compressed	236328054	241583632	0.98
fineweb_q05/datafusion:vortex-file-compressed	217116423	212611301	1.02
fineweb_q06/datafusion:vortex-file-compressed	51347160	53695901	0.96
fineweb_q07/datafusion:vortex-file-compressed	59928564	56603758	1.06
fineweb_q08/datafusion:vortex-file-compressed	21441271	21998211	0.97

datafusion / vortex-compact (1.011x ➖, 0↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	5660014	6036494	0.94
fineweb_q01/datafusion:vortex-compact	130138782	126304115	1.03
fineweb_q02/datafusion:vortex-compact	131232415	125190817	1.05
fineweb_q03/datafusion:vortex-compact	1032870927	1039057353	0.99
fineweb_q04/datafusion:vortex-compact	1107084900	1101368918	1.01
fineweb_q05/datafusion:vortex-compact	947291460	964516082	0.98
fineweb_q06/datafusion:vortex-compact	523748213	507926193	1.03
fineweb_q07/datafusion:vortex-compact	537167239	535714398	1.00
fineweb_q08/datafusion:vortex-compact	21370967	19935093	1.07

datafusion / parquet (0.983x ➖, 1↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet 🚀	5997480	6708630	0.89
fineweb_q01/datafusion:parquet	272801567	285529997	0.96
fineweb_q02/datafusion:parquet	278055438	286593351	0.97
fineweb_q03/datafusion:parquet	290052087	282615018	1.03
fineweb_q04/datafusion:parquet	295563009	288639846	1.02
fineweb_q05/datafusion:parquet	291492341	298082195	0.98
fineweb_q06/datafusion:parquet	279262948	288081447	0.97
fineweb_q07/datafusion:parquet	282122049	274021076	1.03
fineweb_q08/datafusion:parquet	274932016	273599494	1.00

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

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	3147689	3180250	0.99
fineweb_q01/duckdb:vortex-file-compressed	21896132	21245694	1.03
fineweb_q02/duckdb:vortex-file-compressed	23081333	22506133	1.03
fineweb_q03/duckdb:vortex-file-compressed	130941827	119609438	1.09
fineweb_q04/duckdb:vortex-file-compressed	219726631	218453735	1.01
fineweb_q05/duckdb:vortex-file-compressed	209536786	213476533	0.98
fineweb_q06/duckdb:vortex-file-compressed	51760119	51692773	1.00
fineweb_q07/duckdb:vortex-file-compressed	55210248	54324073	1.02
fineweb_q08/duckdb:vortex-file-compressed	22082772	22306793	0.99

duckdb / vortex-compact (0.990x ➖, 1↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	3822681	3728875	1.03
fineweb_q01/duckdb:vortex-compact 🚀	93620432	109456423	0.86
fineweb_q02/duckdb:vortex-compact	108969231	110861849	0.98
fineweb_q03/duckdb:vortex-compact	846578877	862603566	0.98
fineweb_q04/duckdb:vortex-compact	894543818	893667181	1.00
fineweb_q05/duckdb:vortex-compact	800824447	803629237	1.00
fineweb_q06/duckdb:vortex-compact	459460530	454269301	1.01
fineweb_q07/duckdb:vortex-compact	471956687	471307335	1.00
fineweb_q08/duckdb:vortex-compact	20599445	19263430	1.07

duckdb / parquet (1.009x ➖, 0↑ 1↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	30592758	31651357	0.97
fineweb_q01/duckdb:parquet	81671539	81517489	1.00
fineweb_q02/duckdb:parquet	82675724	82630214	1.00
fineweb_q03/duckdb:parquet	306362405	307466900	1.00
fineweb_q04/duckdb:parquet	438528607	435840122	1.01
fineweb_q05/duckdb:parquet	409939818	407388055	1.01
fineweb_q06/duckdb:parquet	196608453	196667135	1.00
fineweb_q07/duckdb:parquet	207104888	206739122	1.00
fineweb_q08/duckdb:parquet 🚨	31299104	28228646	1.11

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-6.2%	-7.0%	+0.9%	+48.5%	➖ noise
0	datafusion:vortex-file-compressed	-5.5%	-7.0%	+1.6%	+46.8%	➖ noise
0	duckdb:vortex-compact	+2.5%	-7.0%	+10.3%	+108.0%	➖ noise
0	duckdb:vortex-file-compressed	-1.0%	-7.0%	+6.5%	+85.7%	➖ noise
1	datafusion:vortex-compact	+3.0%	-2.2%	+5.3%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	-6.6%	-2.2%	-4.5%	+25.3%	➖ noise
1	duckdb:vortex-compact	-14.5%	-2.2%	-12.6%	+21.2%	➖ noise
1	duckdb:vortex-file-compressed	+3.1%	-2.2%	+5.3%	+62.1%	➖ noise
2	datafusion:vortex-compact	+4.8%	-1.5%	+6.4%	+10.9%	➖ noise
2	datafusion:vortex-file-compressed	-0.4%	-1.5%	+1.1%	+10.0%	➖ noise
2	duckdb:vortex-compact	-1.7%	-1.5%	-0.2%	+12.7%	➖ noise
2	duckdb:vortex-file-compressed	+2.6%	-1.5%	+4.1%	+10.0%	➖ noise
3	datafusion:vortex-compact	-0.6%	+1.1%	-1.7%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+13.9%	+1.1%	+12.7%	+30.1%	➖ noise
3	duckdb:vortex-compact	-1.9%	+1.1%	-2.9%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+9.5%	+1.1%	+8.3%	+32.2%	➖ noise
4	datafusion:vortex-compact	+0.5%	+1.5%	-1.0%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-2.2%	+1.5%	-3.6%	+12.6%	➖ noise
4	duckdb:vortex-compact	+0.1%	+1.5%	-1.4%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+0.6%	+1.5%	-0.9%	+10.0%	➖ noise
5	datafusion:vortex-compact	-1.8%	-0.8%	-1.0%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+2.1%	-0.8%	+2.9%	+10.0%	➖ noise
5	duckdb:vortex-compact	-0.3%	-0.8%	+0.5%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-1.8%	-0.8%	-1.1%	+10.0%	➖ noise
6	datafusion:vortex-compact	+3.1%	-1.6%	+4.7%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-4.4%	-1.6%	-2.9%	+15.6%	➖ noise
6	duckdb:vortex-compact	+1.1%	-1.6%	+2.7%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+0.1%	-1.6%	+1.7%	+10.0%	➖ noise
7	datafusion:vortex-compact	+0.3%	+1.6%	-1.3%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+5.9%	+1.6%	+4.3%	+22.6%	➖ noise
7	duckdb:vortex-compact	+0.1%	+1.6%	-1.4%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+1.6%	+1.6%	+0.1%	+12.5%	➖ noise
8	datafusion:vortex-compact	+7.2%	+5.6%	+1.6%	+31.4%	➖ noise
8	datafusion:vortex-file-compressed	-2.5%	+5.6%	-7.7%	+20.7%	➖ noise
8	duckdb:vortex-compact	+6.9%	+5.6%	+1.3%	+38.8%	➖ noise
8	duckdb:vortex-file-compressed	-1.0%	+5.6%	-6.2%	+10.0%	➖ noise

[github-actions]

File Sizes: FineWeb NVMe

No file size changes detected.

[github-actions]

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.9%
Vortex (geomean): 1.040x ➖
Parquet (geomean): 1.029x ➖
Shifts: Parquet (control) +2.9% · Median polish +3.4%

---

datafusion / vortex-file-compressed (1.045x ➖, 0↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	51590603	50869885	1.01
tpch_q02/datafusion:vortex-file-compressed	22781351	22267458	1.02
tpch_q03/datafusion:vortex-file-compressed	29519488	28078266	1.05
tpch_q04/datafusion:vortex-file-compressed	22637783	20869333	1.08
tpch_q05/datafusion:vortex-file-compressed	50678647	47113732	1.08
tpch_q06/datafusion:vortex-file-compressed	13422512	12969522	1.03
tpch_q07/datafusion:vortex-file-compressed	58951881	54233936	1.09
tpch_q08/datafusion:vortex-file-compressed	40639818	40177314	1.01
tpch_q09/datafusion:vortex-file-compressed	56311694	51631833	1.09
tpch_q10/datafusion:vortex-file-compressed	40563676	39888637	1.02
tpch_q11/datafusion:vortex-file-compressed	17054774	15994475	1.07
tpch_q12/datafusion:vortex-file-compressed	27139128	25714173	1.06
tpch_q13/datafusion:vortex-file-compressed	25805245	24966448	1.03
tpch_q14/datafusion:vortex-file-compressed	17492766	16639386	1.05
tpch_q15/datafusion:vortex-file-compressed	27706839	26746718	1.04
tpch_q16/datafusion:vortex-file-compressed	19884487	19513321	1.02
tpch_q17/datafusion:vortex-file-compressed	70359038	68030253	1.03
tpch_q18/datafusion:vortex-file-compressed	84616396	81338569	1.04
tpch_q19/datafusion:vortex-file-compressed	23957963	23657301	1.01
tpch_q20/datafusion:vortex-file-compressed	31323628	29843808	1.05
tpch_q21/datafusion:vortex-file-compressed	76761989	72211695	1.06
tpch_q22/datafusion:vortex-file-compressed	12808930	12364627	1.04

datafusion / vortex-compact (1.034x ➖, 0↑ 1↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	58538079	57758521	1.01
tpch_q02/datafusion:vortex-compact	26473934	25896971	1.02
tpch_q03/datafusion:vortex-compact	31636466	30302440	1.04
tpch_q04/datafusion:vortex-compact	25432099	24086598	1.06
tpch_q05/datafusion:vortex-compact	56996965	51934943	1.10
tpch_q06/datafusion:vortex-compact	15782011	15398822	1.02
tpch_q07/datafusion:vortex-compact	63171654	59030567	1.07
tpch_q08/datafusion:vortex-compact	45702248	44526968	1.03
tpch_q09/datafusion:vortex-compact	59561988	56367755	1.06
tpch_q10/datafusion:vortex-compact	48612618	47468046	1.02
tpch_q11/datafusion:vortex-compact	17796325	16539284	1.08
tpch_q12/datafusion:vortex-compact	33888166	33355046	1.02
tpch_q13/datafusion:vortex-compact	32390395	31871884	1.02
tpch_q14/datafusion:vortex-compact	20950404	20476120	1.02
tpch_q15/datafusion:vortex-compact 🚨	35708260	31996382	1.12
tpch_q16/datafusion:vortex-compact	23034195	23292899	0.99
tpch_q17/datafusion:vortex-compact	73090471	70472800	1.04
tpch_q18/datafusion:vortex-compact	86668526	86656223	1.00
tpch_q19/datafusion:vortex-compact	31484291	30994545	1.02
tpch_q20/datafusion:vortex-compact	34769901	35292916	0.99
tpch_q21/datafusion:vortex-compact	83693071	79494852	1.05
tpch_q22/datafusion:vortex-compact	12899586	12859617	1.00

datafusion / parquet (1.031x ➖, 0↑ 2↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚨	128050663	100649602	1.27
tpch_q02/datafusion:parquet	66461003	62273619	1.07
tpch_q03/datafusion:parquet	70828439	72617300	0.98
tpch_q04/datafusion:parquet	45733810	45462351	1.01
tpch_q05/datafusion:parquet	96651250	94104388	1.03
tpch_q06/datafusion:parquet	37201948	39076159	0.95
tpch_q07/datafusion:parquet	105779895	105443502	1.00
tpch_q08/datafusion:parquet 🚨	100954427	89544726	1.13
tpch_q09/datafusion:parquet	137540195	128616935	1.07
tpch_q10/datafusion:parquet	115983104	112944401	1.03
tpch_q11/datafusion:parquet	44622818	41639450	1.07
tpch_q12/datafusion:parquet	88609708	90216661	0.98
tpch_q13/datafusion:parquet	196753066	190003584	1.04
tpch_q14/datafusion:parquet	44130891	46737596	0.94
tpch_q15/datafusion:parquet	61472061	61458458	1.00
tpch_q16/datafusion:parquet	46239947	44365472	1.04
tpch_q17/datafusion:parquet	142955691	130071577	1.10
tpch_q18/datafusion:parquet	169342659	163535684	1.04
tpch_q19/datafusion:parquet	81967489	86775841	0.94
tpch_q20/datafusion:parquet	67783718	68668564	0.99
tpch_q21/datafusion:parquet	136399242	131679316	1.04
tpch_q22/datafusion:parquet	31761497	30917916	1.03

datafusion / arrow (1.046x ➖, 0↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	52066707	50997084	1.02
tpch_q02/datafusion:arrow	18584612	18886661	0.98
tpch_q03/datafusion:arrow	31580332	30227160	1.04
tpch_q04/datafusion:arrow	26764286	24609246	1.09
tpch_q05/datafusion:arrow	76527220	71480202	1.07
tpch_q06/datafusion:arrow	21529738	19783712	1.09
tpch_q07/datafusion:arrow	107517273	98766055	1.09
tpch_q08/datafusion:arrow	46194662	42603259	1.08
tpch_q09/datafusion:arrow	64258263	63436459	1.01
tpch_q10/datafusion:arrow	47741250	48558602	0.98
tpch_q11/datafusion:arrow	8947723	9068557	0.99
tpch_q12/datafusion:arrow	54386957	51323659	1.06
tpch_q13/datafusion:arrow	47824857	48040840	1.00
tpch_q14/datafusion:arrow	22820018	21824971	1.05
tpch_q15/datafusion:arrow	44193740	43580428	1.01
tpch_q16/datafusion:arrow	18938525	18338556	1.03
tpch_q17/datafusion:arrow	71040442	65510154	1.08
tpch_q18/datafusion:arrow	144064013	131894546	1.09
tpch_q19/datafusion:arrow	38730066	35528115	1.09
tpch_q20/datafusion:arrow	36264026	34255962	1.06
tpch_q21/datafusion:arrow	156726331	149587303	1.05
tpch_q22/datafusion:arrow	18120096	17225846	1.05

duckdb / vortex-file-compressed (1.046x ➖, 0↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	32304218	31132652	1.04
tpch_q02/duckdb:vortex-file-compressed	24641239	23787134	1.04
tpch_q03/duckdb:vortex-file-compressed	30127224	29440077	1.02
tpch_q04/duckdb:vortex-file-compressed	30722502	28781936	1.07
tpch_q05/duckdb:vortex-file-compressed	33841405	31851870	1.06
tpch_q06/duckdb:vortex-file-compressed	10907146	11232181	0.97
tpch_q07/duckdb:vortex-file-compressed	37988590	36356253	1.04
tpch_q08/duckdb:vortex-file-compressed	39977484	37500640	1.07
tpch_q09/duckdb:vortex-file-compressed	75718555	72484813	1.04
tpch_q10/duckdb:vortex-file-compressed	35850905	34432355	1.04
tpch_q11/duckdb:vortex-file-compressed	14901279	14150246	1.05
tpch_q12/duckdb:vortex-file-compressed	22929202	21477602	1.07
tpch_q13/duckdb:vortex-file-compressed	36629513	33926485	1.08
tpch_q14/duckdb:vortex-file-compressed	21986221	20664570	1.06
tpch_q15/duckdb:vortex-file-compressed	16750419	16322366	1.03
tpch_q16/duckdb:vortex-file-compressed	29354511	27125036	1.08
tpch_q17/duckdb:vortex-file-compressed	25608886	24215853	1.06
tpch_q18/duckdb:vortex-file-compressed	52670879	49234100	1.07
tpch_q19/duckdb:vortex-file-compressed	29700735	28691298	1.04
tpch_q20/duckdb:vortex-file-compressed	35025934	33868419	1.03
tpch_q21/duckdb:vortex-file-compressed	107645625	105641983	1.02
tpch_q22/duckdb:vortex-file-compressed	17071634	16549097	1.03

duckdb / vortex-compact (1.034x ➖, 0↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	39553324	37908994	1.04
tpch_q02/duckdb:vortex-compact	35100862	35225247	1.00
tpch_q03/duckdb:vortex-compact	33498183	31698672	1.06
tpch_q04/duckdb:vortex-compact	34721026	32827265	1.06
tpch_q05/duckdb:vortex-compact	38641558	37416770	1.03
tpch_q06/duckdb:vortex-compact	14225125	15298830	0.93
tpch_q07/duckdb:vortex-compact	43864121	41423780	1.06
tpch_q08/duckdb:vortex-compact	44898325	44436559	1.01
tpch_q09/duckdb:vortex-compact	86866109	82390052	1.05
tpch_q10/duckdb:vortex-compact	40307810	38644256	1.04
tpch_q11/duckdb:vortex-compact	19293825	18849970	1.02
tpch_q12/duckdb:vortex-compact	35342343	34864770	1.01
tpch_q13/duckdb:vortex-compact	44663269	44133409	1.01
tpch_q14/duckdb:vortex-compact	30784896	29122569	1.06
tpch_q15/duckdb:vortex-compact	19784858	19346364	1.02
tpch_q16/duckdb:vortex-compact	37119993	34885808	1.06
tpch_q17/duckdb:vortex-compact	31240892	29808593	1.05
tpch_q18/duckdb:vortex-compact	52423658	50170489	1.04
tpch_q19/duckdb:vortex-compact	35844720	34951413	1.03
tpch_q20/duckdb:vortex-compact	43039548	41952085	1.03
tpch_q21/duckdb:vortex-compact	115224876	110038532	1.05
tpch_q22/duckdb:vortex-compact	20997036	19094223	1.10

duckdb / parquet (1.026x ➖, 1↑ 1↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	80584231	77008654	1.05
tpch_q02/duckdb:parquet	40002398	39326558	1.02
tpch_q03/duckdb:parquet	72551292	68612911	1.06
tpch_q04/duckdb:parquet	47268522	46799805	1.01
tpch_q05/duckdb:parquet	66807268	67081784	1.00
tpch_q06/duckdb:parquet	21188086	20670105	1.03
tpch_q07/duckdb:parquet	67561985	66776577	1.01
tpch_q08/duckdb:parquet	90996101	88228888	1.03
tpch_q09/duckdb:parquet	151292338	147700200	1.02
tpch_q10/duckdb:parquet	117043410	114492648	1.02
tpch_q11/duckdb:parquet	22959280	22072743	1.04
tpch_q12/duckdb:parquet	45901877	45586240	1.01
tpch_q13/duckdb:parquet	260614563	246785705	1.06
tpch_q14/duckdb:parquet 🚀	48940980	56310515	0.87
tpch_q15/duckdb:parquet	25246335	24352875	1.04
tpch_q16/duckdb:parquet	56838093	55761387	1.02
tpch_q17/duckdb:parquet	54152792	49430859	1.10
tpch_q18/duckdb:parquet	114883442	112014372	1.03
tpch_q19/duckdb:parquet	66614221	65626658	1.02
tpch_q20/duckdb:parquet 🚨	71293142	63046226	1.13
tpch_q21/duckdb:parquet	165619685	162496071	1.02
tpch_q22/duckdb:parquet	52899581	50823895	1.04

duckdb / duckdb (1.020x ➖, 0↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	16343909	16589676	0.99
tpch_q02/duckdb:duckdb	12511886	11954668	1.05
tpch_q03/duckdb:duckdb	18736311	17957573	1.04
tpch_q04/duckdb:duckdb	19768110	19438649	1.02
tpch_q05/duckdb:duckdb	20488791	19779537	1.04
tpch_q06/duckdb:duckdb	5444679	5271448	1.03
tpch_q07/duckdb:duckdb	22599890	21737632	1.04
tpch_q08/duckdb:duckdb	21887367	21404617	1.02
tpch_q09/duckdb:duckdb	55740492	54907401	1.02
tpch_q10/duckdb:duckdb	42568862	45210833	0.94
tpch_q11/duckdb:duckdb	6139408	5870729	1.05
tpch_q12/duckdb:duckdb	14205995	13562755	1.05
tpch_q13/duckdb:duckdb	38560595	38739783	1.00
tpch_q14/duckdb:duckdb	18179703	17746054	1.02
tpch_q15/duckdb:duckdb	11960480	11912056	1.00
tpch_q16/duckdb:duckdb	23966641	23806789	1.01
tpch_q17/duckdb:duckdb	14026009	13589976	1.03
tpch_q18/duckdb:duckdb	39240709	38458791	1.02
tpch_q19/duckdb:duckdb	28477567	27137740	1.05
tpch_q20/duckdb:duckdb	22596461	23192342	0.97
tpch_q21/duckdb:duckdb	59447536	56033745	1.06
tpch_q22/duckdb:duckdb	24654076	24549797	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+2.1%	+15.4%	-11.5%	+20.5%	➖ noise
1	datafusion:vortex-compact	+1.3%	+15.4%	-12.2%	+18.9%	➖ noise
1	datafusion:vortex-file-compressed	+1.4%	+15.4%	-12.1%	+19.3%	➖ noise
1	duckdb:duckdb	-1.5%	+15.4%	-14.6%	+17.6%	➖ noise
1	duckdb:vortex-compact	+4.3%	+15.4%	-9.6%	+18.1%	➖ noise
1	duckdb:vortex-file-compressed	+3.8%	+15.4%	-10.1%	+20.2%	➖ noise
2	datafusion:arrow	-1.6%	+4.2%	-5.6%	+12.6%	➖ noise
2	datafusion:vortex-compact	+2.2%	+4.2%	-1.9%	+12.6%	➖ noise
2	datafusion:vortex-file-compressed	+2.3%	+4.2%	-1.8%	+12.6%	➖ noise
2	duckdb:duckdb	+4.7%	+4.2%	+0.5%	+12.6%	➖ noise
2	duckdb:vortex-compact	-0.4%	+4.2%	-4.4%	+12.6%	➖ noise
2	duckdb:vortex-file-compressed	+3.6%	+4.2%	-0.6%	+12.6%	➖ noise
3	datafusion:arrow	+4.5%	+1.6%	+2.9%	+12.6%	➖ noise
3	datafusion:vortex-compact	+4.4%	+1.6%	+2.8%	+12.6%	➖ noise
3	datafusion:vortex-file-compressed	+5.1%	+1.6%	+3.5%	+12.6%	➖ noise
3	duckdb:duckdb	+4.3%	+1.6%	+2.7%	+12.6%	➖ noise
3	duckdb:vortex-compact	+5.7%	+1.6%	+4.1%	+12.6%	➖ noise
3	duckdb:vortex-file-compressed	+2.3%	+1.6%	+0.8%	+17.0%	➖ noise
4	datafusion:arrow	+8.8%	+0.8%	+7.9%	+12.6%	➖ noise
4	datafusion:vortex-compact	+5.6%	+0.8%	+4.7%	+12.6%	➖ noise
4	datafusion:vortex-file-compressed	+8.5%	+0.8%	+7.6%	+12.6%	➖ noise
4	duckdb:duckdb	+1.7%	+0.8%	+0.9%	+12.6%	➖ noise
4	duckdb:vortex-compact	+5.8%	+0.8%	+4.9%	+12.6%	➖ noise
4	duckdb:vortex-file-compressed	+6.7%	+0.8%	+5.9%	+12.6%	➖ noise
5	datafusion:arrow	+7.1%	+1.1%	+5.9%	+12.6%	➖ noise
5	datafusion:vortex-compact	+9.7%	+1.1%	+8.5%	+12.6%	➖ noise
5	datafusion:vortex-file-compressed	+7.6%	+1.1%	+6.4%	+12.6%	➖ noise
5	duckdb:duckdb	+3.6%	+1.1%	+2.4%	+12.6%	➖ noise
5	duckdb:vortex-compact	+3.3%	+1.1%	+2.1%	+12.6%	➖ noise
5	duckdb:vortex-file-compressed	+6.2%	+1.1%	+5.1%	+12.6%	➖ noise
6	datafusion:arrow	+8.8%	-1.2%	+10.2%	+14.7%	➖ noise
6	datafusion:vortex-compact	+2.5%	-1.2%	+3.7%	+16.8%	➖ noise
6	datafusion:vortex-file-compressed	+3.5%	-1.2%	+4.8%	+14.6%	➖ noise
6	duckdb:duckdb	+3.3%	-1.2%	+4.6%	+16.8%	➖ noise
6	duckdb:vortex-compact	-7.0%	-1.2%	-5.9%	+18.8%	➖ noise
6	duckdb:vortex-file-compressed	-2.9%	-1.2%	-1.7%	+19.4%	➖ noise
7	datafusion:arrow	+8.9%	+0.7%	+8.1%	+12.6%	➖ noise
7	datafusion:vortex-compact	+7.0%	+0.7%	+6.2%	+12.6%	➖ noise
7	datafusion:vortex-file-compressed	+8.7%	+0.7%	+7.9%	+12.6%	➖ noise
7	duckdb:duckdb	+4.0%	+0.7%	+3.2%	+12.6%	➖ noise
7	duckdb:vortex-compact	+5.9%	+0.7%	+5.1%	+12.6%	➖ noise
7	duckdb:vortex-file-compressed	+4.5%	+0.7%	+3.7%	+12.6%	➖ noise
8	datafusion:arrow	+8.4%	+7.8%	+0.6%	+12.6%	➖ noise
8	datafusion:vortex-compact	+2.6%	+7.8%	-4.8%	+12.6%	➖ noise
8	datafusion:vortex-file-compressed	+1.2%	+7.8%	-6.2%	+12.6%	➖ noise
8	duckdb:duckdb	+2.3%	+7.8%	-5.2%	+12.6%	➖ noise
8	duckdb:vortex-compact	+1.0%	+7.8%	-6.3%	+12.6%	➖ noise
8	duckdb:vortex-file-compressed	+6.6%	+7.8%	-1.1%	+12.6%	➖ noise
9	datafusion:arrow	+1.3%	+4.7%	-3.2%	+12.6%	➖ noise
9	datafusion:vortex-compact	+5.7%	+4.7%	+1.0%	+12.6%	➖ noise
9	datafusion:vortex-file-compressed	+9.1%	+4.7%	+4.2%	+12.6%	➖ noise
9	duckdb:duckdb	+1.5%	+4.7%	-3.0%	+12.6%	➖ noise
9	duckdb:vortex-compact	+5.4%	+4.7%	+0.7%	+12.6%	➖ noise
9	duckdb:vortex-file-compressed	+4.5%	+4.7%	-0.2%	+12.6%	➖ noise
10	datafusion:arrow	-1.7%	+2.5%	-4.0%	+12.6%	➖ noise
10	datafusion:vortex-compact	+2.4%	+2.5%	-0.0%	+12.6%	➖ noise
10	datafusion:vortex-file-compressed	+1.7%	+2.5%	-0.7%	+12.6%	➖ noise
10	duckdb:duckdb	-5.8%	+2.5%	-8.1%	+12.6%	➖ noise
10	duckdb:vortex-compact	+4.3%	+2.5%	+1.8%	+12.6%	➖ noise
10	duckdb:vortex-file-compressed	+4.1%	+2.5%	+1.6%	+12.6%	➖ noise
11	datafusion:arrow	-1.3%	+5.6%	-6.5%	+12.6%	➖ noise
11	datafusion:vortex-compact	+7.6%	+5.6%	+1.9%	+12.6%	➖ noise
11	datafusion:vortex-file-compressed	+6.6%	+5.6%	+1.0%	+12.6%	➖ noise
11	duckdb:duckdb	+4.6%	+5.6%	-0.9%	+12.6%	➖ noise
11	duckdb:vortex-compact	+2.4%	+5.6%	-3.1%	+12.6%	➖ noise
11	duckdb:vortex-file-compressed	+5.3%	+5.6%	-0.3%	+12.6%	➖ noise
12	datafusion:arrow	+6.0%	-0.6%	+6.6%	+19.8%	➖ noise
12	datafusion:vortex-compact	+1.6%	-0.6%	+2.2%	+12.6%	➖ noise
12	datafusion:vortex-file-compressed	+5.5%	-0.6%	+6.1%	+12.6%	➖ noise
12	duckdb:duckdb	+4.7%	-0.6%	+5.3%	+12.6%	➖ noise
12	duckdb:vortex-compact	+1.4%	-0.6%	+1.9%	+12.6%	➖ noise
12	duckdb:vortex-file-compressed	+6.8%	-0.6%	+7.4%	+12.6%	➖ noise
13	datafusion:arrow	-0.4%	+4.6%	-4.8%	+12.6%	➖ noise
13	datafusion:vortex-compact	+1.6%	+4.6%	-2.8%	+12.6%	➖ noise
13	datafusion:vortex-file-compressed	+3.4%	+4.6%	-1.2%	+12.6%	➖ noise
13	duckdb:duckdb	-0.5%	+4.6%	-4.8%	+12.6%	➖ noise
13	duckdb:vortex-compact	+1.2%	+4.6%	-3.2%	+12.6%	➖ noise
13	duckdb:vortex-file-compressed	+8.0%	+4.6%	+3.2%	+12.6%	➖ noise
14	datafusion:arrow	+4.6%	-9.4%	+15.4%	+12.6%	🚨 regression
14	datafusion:vortex-compact	+2.3%	-9.4%	+12.9%	+12.6%	🚨 regression
14	datafusion:vortex-file-compressed	+5.1%	-9.4%	+16.0%	+12.6%	🚨 regression
14	duckdb:duckdb	+2.4%	-9.4%	+13.1%	+15.3%	➖ noise
14	duckdb:vortex-compact	+5.7%	-9.4%	+16.7%	+12.6%	🚨 regression
14	duckdb:vortex-file-compressed	+6.4%	-9.4%	+17.4%	+12.6%	🚨 regression
15	datafusion:arrow	+1.4%	+1.8%	-0.4%	+12.6%	➖ noise
15	datafusion:vortex-compact	+11.6%	+1.8%	+9.6%	+12.6%	➖ noise
15	datafusion:vortex-file-compressed	+3.6%	+1.8%	+1.7%	+12.6%	➖ noise
15	duckdb:duckdb	+0.4%	+1.8%	-1.4%	+17.3%	➖ noise
15	duckdb:vortex-compact	+2.3%	+1.8%	+0.4%	+12.6%	➖ noise
15	duckdb:vortex-file-compressed	+2.6%	+1.8%	+0.8%	+12.6%	➖ noise
16	datafusion:arrow	+3.3%	+3.1%	+0.2%	+12.6%	➖ noise
16	datafusion:vortex-compact	-1.1%	+3.1%	-4.1%	+12.6%	➖ noise
16	datafusion:vortex-file-compressed	+1.9%	+3.1%	-1.1%	+12.6%	➖ noise
16	duckdb:duckdb	+0.7%	+3.1%	-2.3%	+12.6%	➖ noise
16	duckdb:vortex-compact	+6.4%	+3.1%	+3.2%	+12.6%	➖ noise
16	duckdb:vortex-file-compressed	+8.2%	+3.1%	+5.0%	+12.6%	➖ noise
17	datafusion:arrow	+8.4%	+9.7%	-1.2%	+12.6%	➖ noise
17	datafusion:vortex-compact	+3.7%	+9.7%	-5.5%	+12.6%	➖ noise
17	datafusion:vortex-file-compressed	+3.4%	+9.7%	-5.7%	+12.6%	➖ noise
17	duckdb:duckdb	+3.2%	+9.7%	-5.9%	+12.8%	➖ noise
17	duckdb:vortex-compact	+4.8%	+9.7%	-4.5%	+12.6%	➖ noise
17	duckdb:vortex-file-compressed	+5.8%	+9.7%	-3.6%	+12.6%	➖ noise
18	datafusion:arrow	+9.2%	+3.1%	+6.0%	+12.6%	➖ noise
18	datafusion:vortex-compact	+0.0%	+3.1%	-3.0%	+12.6%	➖ noise
18	datafusion:vortex-file-compressed	+4.0%	+3.1%	+0.9%	+12.6%	➖ noise
18	duckdb:duckdb	+2.0%	+3.1%	-1.0%	+12.6%	➖ noise
18	duckdb:vortex-compact	+4.5%	+3.1%	+1.4%	+12.6%	➖ noise
18	duckdb:vortex-file-compressed	+7.0%	+3.1%	+3.8%	+12.6%	➖ noise
19	datafusion:arrow	+9.0%	-2.1%	+11.3%	+16.7%	➖ noise
19	datafusion:vortex-compact	+1.6%	-2.1%	+3.7%	+13.0%	➖ noise
19	datafusion:vortex-file-compressed	+1.3%	-2.1%	+3.4%	+15.0%	➖ noise
19	duckdb:duckdb	+4.9%	-2.1%	+7.2%	+14.0%	➖ noise
19	duckdb:vortex-compact	+2.6%	-2.1%	+4.7%	+12.6%	➖ noise
19	duckdb:vortex-file-compressed	+3.5%	-2.1%	+5.7%	+13.3%	➖ noise
20	datafusion:arrow	+5.9%	+5.7%	+0.2%	+12.6%	➖ noise
20	datafusion:vortex-compact	-1.5%	+5.7%	-6.8%	+12.6%	➖ noise
20	datafusion:vortex-file-compressed	+5.0%	+5.7%	-0.7%	+12.6%	➖ noise
20	duckdb:duckdb	-2.6%	+5.7%	-7.8%	+12.6%	➖ noise
20	duckdb:vortex-compact	+2.6%	+5.7%	-2.9%	+12.6%	➖ noise
20	duckdb:vortex-file-compressed	+3.4%	+5.7%	-2.1%	+12.6%	➖ noise
21	datafusion:arrow	+4.8%	+2.7%	+2.0%	+12.6%	➖ noise
21	datafusion:vortex-compact	+5.3%	+2.7%	+2.5%	+12.6%	➖ noise
21	datafusion:vortex-file-compressed	+6.3%	+2.7%	+3.5%	+12.6%	➖ noise
21	duckdb:duckdb	+6.1%	+2.7%	+3.3%	+12.6%	➖ noise
21	duckdb:vortex-compact	+4.7%	+2.7%	+1.9%	+12.6%	➖ noise
21	duckdb:vortex-file-compressed	+1.9%	+2.7%	-0.8%	+12.6%	➖ noise
22	datafusion:arrow	+5.2%	+3.4%	+1.7%	+12.6%	➖ noise
22	datafusion:vortex-compact	+0.3%	+3.4%	-3.0%	+12.6%	➖ noise
22	datafusion:vortex-file-compressed	+3.6%	+3.4%	+0.2%	+12.6%	➖ noise
22	duckdb:duckdb	+0.4%	+3.4%	-2.9%	+12.6%	➖ noise
22	duckdb:vortex-compact	+10.0%	+3.4%	+6.3%	+12.6%	➖ noise
22	duckdb:vortex-file-compressed	+3.2%	+3.4%	-0.2%	+12.6%	➖ noise

[github-actions]

File Sizes: TPC-H SF=1 on NVME

No file size changes detected.

[github-actions]

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +1.1%
Vortex (geomean): 1.016x ➖
Parquet (geomean): 1.007x ➖
Shifts: Parquet (control) +0.7% · Median polish +1.2%

---

datafusion / vortex-file-compressed (1.016x ➖, 0↑ 4↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	27300280	25348200	1.08
tpcds_q02/datafusion:vortex-file-compressed	47076718	46401150	1.01
tpcds_q03/datafusion:vortex-file-compressed	15372028	15443728	1.00
tpcds_q04/datafusion:vortex-file-compressed	255314451	250285135	1.02
tpcds_q05/datafusion:vortex-file-compressed	44644989	41974957	1.06
tpcds_q06/datafusion:vortex-file-compressed	59754370	59388186	1.01
tpcds_q07/datafusion:vortex-file-compressed	41681557	41692331	1.00
tpcds_q08/datafusion:vortex-file-compressed	29471629	28825246	1.02
tpcds_q09/datafusion:vortex-file-compressed	45482760	46215235	0.98
tpcds_q10/datafusion:vortex-file-compressed	41323336	39258196	1.05
tpcds_q11/datafusion:vortex-file-compressed	134684821	134178316	1.00
tpcds_q12/datafusion:vortex-file-compressed	19926882	20614785	0.97
tpcds_q13/datafusion:vortex-file-compressed	44673469	45351120	0.99
tpcds_q14/datafusion:vortex-file-compressed	180890782	170919748	1.06
tpcds_q15/datafusion:vortex-file-compressed	28014504	30201050	0.93
tpcds_q16/datafusion:vortex-file-compressed	29397779	28760944	1.02
tpcds_q17/datafusion:vortex-file-compressed	61554640	62447204	0.99
tpcds_q18/datafusion:vortex-file-compressed	69121978	67907468	1.02
tpcds_q19/datafusion:vortex-file-compressed	23295331	22201402	1.05
tpcds_q20/datafusion:vortex-file-compressed 🚨	24192370	21709485	1.11
tpcds_q21/datafusion:vortex-file-compressed 🚨	39160198	35061371	1.12
tpcds_q22/datafusion:vortex-file-compressed 🚨	147385288	117792123	1.25
tpcds_q23/datafusion:vortex-file-compressed	165465022	154871712	1.07
tpcds_q24/datafusion:vortex-file-compressed	88904878	83720216	1.06
tpcds_q25/datafusion:vortex-file-compressed	68907691	68014224	1.01
tpcds_q26/datafusion:vortex-file-compressed	33878598	33377392	1.02
tpcds_q27/datafusion:vortex-file-compressed	102679364	105719956	0.97
tpcds_q28/datafusion:vortex-file-compressed	41704314	43353214	0.96
tpcds_q29/datafusion:vortex-file-compressed	65518202	61343787	1.07
tpcds_q30/datafusion:vortex-file-compressed	23510307	23329060	1.01
tpcds_q31/datafusion:vortex-file-compressed	74404849	74107734	1.00
tpcds_q32/datafusion:vortex-file-compressed	21546770	20706007	1.04
tpcds_q33/datafusion:vortex-file-compressed	30945864	29796393	1.04
tpcds_q34/datafusion:vortex-file-compressed	26217503	24250977	1.08
tpcds_q35/datafusion:vortex-file-compressed	46434209	44670356	1.04
tpcds_q36/datafusion:vortex-file-compressed	58544703	58057613	1.01
tpcds_q37/datafusion:vortex-file-compressed	25474099	25797630	0.99
tpcds_q38/datafusion:vortex-file-compressed	45127343	42628528	1.06
tpcds_q39/datafusion:vortex-file-compressed	103364951	104855883	0.99
tpcds_q40/datafusion:vortex-file-compressed	31819085	32516201	0.98
tpcds_q41/datafusion:vortex-file-compressed	15766533	16110445	0.98
tpcds_q42/datafusion:vortex-file-compressed	14461765	13914791	1.04
tpcds_q43/datafusion:vortex-file-compressed	19072622	18940523	1.01
tpcds_q44/datafusion:vortex-file-compressed	31341020	33499534	0.94
tpcds_q45/datafusion:vortex-file-compressed	27129815	27333431	0.99
tpcds_q46/datafusion:vortex-file-compressed	34966797	35120425	1.00
tpcds_q47/datafusion:vortex-file-compressed	137659681	134218323	1.03
tpcds_q48/datafusion:vortex-file-compressed	38851996	37918353	1.02
tpcds_q49/datafusion:vortex-file-compressed	57935322	59786038	0.97
tpcds_q50/datafusion:vortex-file-compressed	39949258	39357701	1.02
tpcds_q51/datafusion:vortex-file-compressed	95925431	89417575	1.07
tpcds_q52/datafusion:vortex-file-compressed	14699374	15003419	0.98
tpcds_q53/datafusion:vortex-file-compressed	22022881	21470620	1.03
tpcds_q54/datafusion:vortex-file-compressed	35111860	35274448	1.00
tpcds_q55/datafusion:vortex-file-compressed	14344574	13962769	1.03
tpcds_q56/datafusion:vortex-file-compressed	29975533	30697402	0.98
tpcds_q57/datafusion:vortex-file-compressed	108660653	106637403	1.02
tpcds_q58/datafusion:vortex-file-compressed	53606216	52555094	1.02
tpcds_q59/datafusion:vortex-file-compressed	57540103	57110701	1.01
tpcds_q60/datafusion:vortex-file-compressed	30027124	29742332	1.01
tpcds_q61/datafusion:vortex-file-compressed	41308082	41950585	0.98
tpcds_q62/datafusion:vortex-file-compressed 🚨	26928704	22385050	1.20
tpcds_q63/datafusion:vortex-file-compressed	21554006	21216041	1.02
tpcds_q64/datafusion:vortex-file-compressed	408478423	404196413	1.01
tpcds_q65/datafusion:vortex-file-compressed	41656131	40426431	1.03
tpcds_q66/datafusion:vortex-file-compressed	72245239	70579892	1.02
tpcds_q67/datafusion:vortex-file-compressed	142199039	148635928	0.96
tpcds_q68/datafusion:vortex-file-compressed	33671228	34319284	0.98
tpcds_q69/datafusion:vortex-file-compressed	36793232	37043120	0.99
tpcds_q70/datafusion:vortex-file-compressed	84977051	88245628	0.96
tpcds_q71/datafusion:vortex-file-compressed	23701542	22975001	1.03
tpcds_q72/datafusion:vortex-file-compressed	2147628771	2106221788	1.02
tpcds_q73/datafusion:vortex-file-compressed	23020286	22780567	1.01
tpcds_q74/datafusion:vortex-file-compressed	81087939	78175686	1.04
tpcds_q75/datafusion:vortex-file-compressed	108229873	109241058	0.99
tpcds_q76/datafusion:vortex-file-compressed	24626392	24662783	1.00
tpcds_q77/datafusion:vortex-file-compressed	40049496	40328082	0.99
tpcds_q78/datafusion:vortex-file-compressed	123988239	123180385	1.01
tpcds_q79/datafusion:vortex-file-compressed	29067243	28351622	1.03
tpcds_q80/datafusion:vortex-file-compressed	95934632	93254323	1.03
tpcds_q81/datafusion:vortex-file-compressed	23541949	23879519	0.99
tpcds_q82/datafusion:vortex-file-compressed	26610619	26944319	0.99
tpcds_q83/datafusion:vortex-file-compressed	33358093	33901935	0.98
tpcds_q84/datafusion:vortex-file-compressed	12957037	13087688	0.99
tpcds_q85/datafusion:vortex-file-compressed	93214809	90901776	1.03
tpcds_q86/datafusion:vortex-file-compressed	18135114	18293979	0.99
tpcds_q87/datafusion:vortex-file-compressed	43899995	44028638	1.00
tpcds_q88/datafusion:vortex-file-compressed	56080437	54229466	1.03
tpcds_q89/datafusion:vortex-file-compressed	25772717	24539410	1.05
tpcds_q90/datafusion:vortex-file-compressed	14684237	14672588	1.00
tpcds_q91/datafusion:vortex-file-compressed	18985267	18154270	1.05
tpcds_q92/datafusion:vortex-file-compressed	19279908	18767394	1.03
tpcds_q93/datafusion:vortex-file-compressed	33293902	33934580	0.98
tpcds_q94/datafusion:vortex-file-compressed	23355600	25240147	0.93
tpcds_q95/datafusion:vortex-file-compressed	60473431	58555465	1.03
tpcds_q96/datafusion:vortex-file-compressed	13791208	13787097	1.00
tpcds_q97/datafusion:vortex-file-compressed	32827742	32153841	1.02
tpcds_q98/datafusion:vortex-file-compressed	25102789	24744332	1.01
tpcds_q99/datafusion:vortex-file-compressed	28307653	28055507	1.01

datafusion / vortex-compact (1.009x ➖, 1↑ 1↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	26258802	25707197	1.02
tpcds_q02/datafusion:vortex-compact	53764789	53368818	1.01
tpcds_q03/datafusion:vortex-compact	19563734	20649331	0.95
tpcds_q04/datafusion:vortex-compact	300575655	300890252	1.00
tpcds_q05/datafusion:vortex-compact	47856228	49492557	0.97
tpcds_q06/datafusion:vortex-compact	62113563	64172786	0.97
tpcds_q07/datafusion:vortex-compact	54035794	53056470	1.02
tpcds_q08/datafusion:vortex-compact	36104811	36145589	1.00
tpcds_q09/datafusion:vortex-compact	63061402	63427214	0.99
tpcds_q10/datafusion:vortex-compact	51306256	49913102	1.03
tpcds_q11/datafusion:vortex-compact	145741362	149275197	0.98
tpcds_q12/datafusion:vortex-compact	25204502	26062591	0.97
tpcds_q13/datafusion:vortex-compact	92158896	93279377	0.99
tpcds_q14/datafusion:vortex-compact	199942464	201114552	0.99
tpcds_q15/datafusion:vortex-compact	31058605	29982134	1.04
tpcds_q16/datafusion:vortex-compact	31966117	31962767	1.00
tpcds_q17/datafusion:vortex-compact	73960405	74565275	0.99
tpcds_q18/datafusion:vortex-compact	77216591	76957274	1.00
tpcds_q19/datafusion:vortex-compact	30269728	29916027	1.01
tpcds_q20/datafusion:vortex-compact	25232468	25836139	0.98
tpcds_q21/datafusion:vortex-compact	40426720	39738224	1.02
tpcds_q22/datafusion:vortex-compact 🚀	122660360	145204005	0.84
tpcds_q23/datafusion:vortex-compact	165154383	170878304	0.97
tpcds_q24/datafusion:vortex-compact	97145138	99391775	0.98
tpcds_q25/datafusion:vortex-compact	84311727	79520594	1.06
tpcds_q26/datafusion:vortex-compact	44786169	45151899	0.99
tpcds_q27/datafusion:vortex-compact	128831139	124664870	1.03
tpcds_q28/datafusion:vortex-compact	79672684	80077871	0.99
tpcds_q29/datafusion:vortex-compact	76012519	75601456	1.01
tpcds_q30/datafusion:vortex-compact	27862197	27251143	1.02
tpcds_q31/datafusion:vortex-compact	97643431	96223102	1.01
tpcds_q32/datafusion:vortex-compact	27362609	26215137	1.04
tpcds_q33/datafusion:vortex-compact	38762932	36393976	1.07
tpcds_q34/datafusion:vortex-compact	32805770	31842354	1.03
tpcds_q35/datafusion:vortex-compact	53185332	52126599	1.02
tpcds_q36/datafusion:vortex-compact	75960221	76112943	1.00
tpcds_q37/datafusion:vortex-compact	41937562	40826868	1.03
tpcds_q38/datafusion:vortex-compact	54246481	51378863	1.06
tpcds_q39/datafusion:vortex-compact	113990463	116518035	0.98
tpcds_q40/datafusion:vortex-compact	37234255	36299599	1.03
tpcds_q41/datafusion:vortex-compact	18973422	18116537	1.05
tpcds_q42/datafusion:vortex-compact	18849150	18079992	1.04
tpcds_q43/datafusion:vortex-compact	24801828	25202467	0.98
tpcds_q44/datafusion:vortex-compact	50959957	49453245	1.03
tpcds_q45/datafusion:vortex-compact	34431378	32109892	1.07
tpcds_q46/datafusion:vortex-compact	45795122	44784368	1.02
tpcds_q47/datafusion:vortex-compact	152948035	152910178	1.00
tpcds_q48/datafusion:vortex-compact	73404715	70905055	1.04
tpcds_q49/datafusion:vortex-compact	71209695	69598419	1.02
tpcds_q50/datafusion:vortex-compact	49129759	47778320	1.03
tpcds_q51/datafusion:vortex-compact	95456338	96498020	0.99
tpcds_q52/datafusion:vortex-compact	19010696	19002393	1.00
tpcds_q53/datafusion:vortex-compact	28424487	28589805	0.99
tpcds_q54/datafusion:vortex-compact	43104117	42716834	1.01
tpcds_q55/datafusion:vortex-compact	18521264	18042952	1.03
tpcds_q56/datafusion:vortex-compact	37244681	36084900	1.03
tpcds_q57/datafusion:vortex-compact	113052461	117480273	0.96
tpcds_q58/datafusion:vortex-compact	65567179	61452988	1.07
tpcds_q59/datafusion:vortex-compact	72040041	69981063	1.03
tpcds_q60/datafusion:vortex-compact	37807411	37292028	1.01
tpcds_q61/datafusion:vortex-compact	56265214	55016488	1.02
tpcds_q62/datafusion:vortex-compact	26662448	28745309	0.93
tpcds_q63/datafusion:vortex-compact	28436904	28467376	1.00
tpcds_q64/datafusion:vortex-compact	454357042	448963030	1.01
tpcds_q65/datafusion:vortex-compact	54646829	53845089	1.01
tpcds_q66/datafusion:vortex-compact	79606120	76406260	1.04
tpcds_q67/datafusion:vortex-compact	153011417	150437429	1.02
tpcds_q68/datafusion:vortex-compact	45478545	45208317	1.01
tpcds_q69/datafusion:vortex-compact	48497121	47584929	1.02
tpcds_q70/datafusion:vortex-compact	101697149	97232611	1.05
tpcds_q71/datafusion:vortex-compact	28907213	30415445	0.95
tpcds_q72/datafusion:vortex-compact	2148381090	2112868643	1.02
tpcds_q73/datafusion:vortex-compact	31320281	31333426	1.00
tpcds_q74/datafusion:vortex-compact	94470312	93153572	1.01
tpcds_q75/datafusion:vortex-compact	128981354	128331696	1.01
tpcds_q76/datafusion:vortex-compact	32495278	32359155	1.00
tpcds_q77/datafusion:vortex-compact	50709387	51445794	0.99
tpcds_q78/datafusion:vortex-compact	142665108	136075233	1.05
tpcds_q79/datafusion:vortex-compact	38675875	38304350	1.01
tpcds_q80/datafusion:vortex-compact	105420915	104243281	1.01
tpcds_q81/datafusion:vortex-compact	29051276	28430413	1.02
tpcds_q82/datafusion:vortex-compact	40934167	42014953	0.97
tpcds_q83/datafusion:vortex-compact	33525878	33832164	0.99
tpcds_q84/datafusion:vortex-compact	15129359	14621490	1.03
tpcds_q85/datafusion:vortex-compact	121238301	120558873	1.01
tpcds_q86/datafusion:vortex-compact 🚨	20826489	18737639	1.11
tpcds_q87/datafusion:vortex-compact	53539625	51156726	1.05
tpcds_q88/datafusion:vortex-compact	80055311	77654589	1.03
tpcds_q89/datafusion:vortex-compact	31687590	31431735	1.01
tpcds_q90/datafusion:vortex-compact	15635032	15148786	1.03
tpcds_q91/datafusion:vortex-compact	32886545	33269259	0.99
tpcds_q92/datafusion:vortex-compact	24794660	25079805	0.99
tpcds_q93/datafusion:vortex-compact	39899698	38485407	1.04
tpcds_q94/datafusion:vortex-compact	27308203	26943081	1.01
tpcds_q95/datafusion:vortex-compact	63827749	61960947	1.03
tpcds_q96/datafusion:vortex-compact	17518432	18674469	0.94
tpcds_q97/datafusion:vortex-compact	36010178	38239389	0.94
tpcds_q98/datafusion:vortex-compact	30797708	30213840	1.02
tpcds_q99/datafusion:vortex-compact	34886245	31937754	1.09

datafusion / parquet (1.009x ➖, 0↑ 2↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	29979294	30943878	0.97
tpcds_q02/datafusion:parquet	41608420	43635855	0.95
tpcds_q03/datafusion:parquet	13608327	14080924	0.97
tpcds_q04/datafusion:parquet	266276364	268834969	0.99
tpcds_q05/datafusion:parquet	41718531	42775908	0.98
tpcds_q06/datafusion:parquet	60027397	59099200	1.02
tpcds_q07/datafusion:parquet	78466765	79644155	0.99
tpcds_q08/datafusion:parquet	26870409	25747123	1.04
tpcds_q09/datafusion:parquet	45453499	43744308	1.04
tpcds_q10/datafusion:parquet	74080006	71799557	1.03
tpcds_q11/datafusion:parquet	161676560	149504803	1.08
tpcds_q12/datafusion:parquet	18545217	17467084	1.06
tpcds_q13/datafusion:parquet	75559487	76611925	0.99
tpcds_q14/datafusion:parquet	164475182	165868318	0.99
tpcds_q15/datafusion:parquet	21087040	21971442	0.96
tpcds_q16/datafusion:parquet	24726065	25824371	0.96
tpcds_q17/datafusion:parquet	62853161	63577116	0.99
tpcds_q18/datafusion:parquet	112857396	113490468	0.99
tpcds_q19/datafusion:parquet	23038889	23897064	0.96
tpcds_q20/datafusion:parquet	16498787	16765575	0.98
tpcds_q21/datafusion:parquet	18877872	18566268	1.02
tpcds_q22/datafusion:parquet	134844055	142228914	0.95
tpcds_q23/datafusion:parquet	141997546	143455672	0.99
tpcds_q24/datafusion:parquet	92854438	90277607	1.03
tpcds_q25/datafusion:parquet	64443748	63015250	1.02
tpcds_q26/datafusion:parquet	67869543	68265285	0.99
tpcds_q27/datafusion:parquet	150448873	147269095	1.02
tpcds_q28/datafusion:parquet	45448919	44947520	1.01
tpcds_q29/datafusion:parquet	65304248	65642578	0.99
tpcds_q30/datafusion:parquet	35613721	35723409	1.00
tpcds_q31/datafusion:parquet	64949812	65342120	0.99
tpcds_q32/datafusion:parquet	18990797	18345407	1.04
tpcds_q33/datafusion:parquet	27575066	26978783	1.02
tpcds_q34/datafusion:parquet	23608669	23028471	1.03
tpcds_q35/datafusion:parquet	71874168	71038703	1.01
tpcds_q36/datafusion:parquet	57257463	55549360	1.03
tpcds_q37/datafusion:parquet	20663782	19390628	1.07
tpcds_q38/datafusion:parquet	41864750	41270374	1.01
tpcds_q39/datafusion:parquet	70383476	71418924	0.99
tpcds_q40/datafusion:parquet	23904719	22980825	1.04
tpcds_q41/datafusion:parquet	13350826	13675320	0.98
tpcds_q42/datafusion:parquet	12131902	12086355	1.00
tpcds_q43/datafusion:parquet	17821049	18980139	0.94
tpcds_q44/datafusion:parquet	35074480	32954191	1.06
tpcds_q45/datafusion:parquet	27768591	28135609	0.99
tpcds_q46/datafusion:parquet	31394080	31627610	0.99
tpcds_q47/datafusion:parquet	125340410	123171281	1.02
tpcds_q48/datafusion:parquet	70215829	70353408	1.00
tpcds_q49/datafusion:parquet	55371916	54865940	1.01
tpcds_q50/datafusion:parquet	43345569	42440659	1.02
tpcds_q51/datafusion:parquet	84676292	86279272	0.98
tpcds_q52/datafusion:parquet	12642370	12551005	1.01
tpcds_q53/datafusion:parquet	18398752	17637662	1.04
tpcds_q54/datafusion:parquet	35713662	34252461	1.04
tpcds_q55/datafusion:parquet	12072515	11423612	1.06
tpcds_q56/datafusion:parquet	28024593	27706052	1.01
tpcds_q57/datafusion:parquet	92789359	95693256	0.97
tpcds_q58/datafusion:parquet	49331890	50750091	0.97
tpcds_q59/datafusion:parquet	52737147	52801268	1.00
tpcds_q60/datafusion:parquet	27031744	28164615	0.96
tpcds_q61/datafusion:parquet	43551174	42696875	1.02
tpcds_q62/datafusion:parquet	25117938	24884520	1.01
tpcds_q63/datafusion:parquet	17804833	17689601	1.01
tpcds_q64/datafusion:parquet	523697862	520882050	1.01
tpcds_q65/datafusion:parquet	38040714	37434884	1.02
tpcds_q66/datafusion:parquet	65277931	65622404	0.99
tpcds_q67/datafusion:parquet	141342325	145703876	0.97
tpcds_q68/datafusion:parquet	31978577	31772920	1.01
tpcds_q69/datafusion:parquet	71457999	68341615	1.05
tpcds_q70/datafusion:parquet	87298525	84331976	1.04
tpcds_q71/datafusion:parquet	22416032	23412043	0.96
tpcds_q72/datafusion:parquet	595122578	590783183	1.01
tpcds_q73/datafusion:parquet	20964386	20906392	1.00
tpcds_q74/datafusion:parquet	84022142	83926788	1.00
tpcds_q75/datafusion:parquet	97276991	100891284	0.96
tpcds_q76/datafusion:parquet	29776248	30514165	0.98
tpcds_q77/datafusion:parquet	39311319	38107531	1.03
tpcds_q78/datafusion:parquet	112158599	111984255	1.00
tpcds_q79/datafusion:parquet	27207758	26601893	1.02
tpcds_q80/datafusion:parquet	79358182	78695822	1.01
tpcds_q81/datafusion:parquet	31791935	32162490	0.99
tpcds_q82/datafusion:parquet	19447019	20338104	0.96
tpcds_q83/datafusion:parquet	36386536	37478354	0.97
tpcds_q84/datafusion:parquet	40088055	40239454	1.00
tpcds_q85/datafusion:parquet	150386725	147686114	1.02
tpcds_q86/datafusion:parquet	15452830	15671544	0.99
tpcds_q87/datafusion:parquet	41441095	40527879	1.02
tpcds_q88/datafusion:parquet	59941210	58746443	1.02
tpcds_q89/datafusion:parquet	21560220	21742079	0.99
tpcds_q90/datafusion:parquet	15046854	14066846	1.07
tpcds_q91/datafusion:parquet	59851639	59271904	1.01
tpcds_q92/datafusion:parquet	19485368	17891125	1.09
tpcds_q93/datafusion:parquet	32959978	30864131	1.07
tpcds_q94/datafusion:parquet	19497523	20273652	0.96
tpcds_q95/datafusion:parquet	58347734	57858397	1.01
tpcds_q96/datafusion:parquet 🚨	12689785	11525450	1.10
tpcds_q97/datafusion:parquet	29902192	29604209	1.01
tpcds_q98/datafusion:parquet	21601719	21736175	0.99
tpcds_q99/datafusion:parquet 🚨	33498141	24288596	1.38

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

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	21613527	21777538	0.99
tpcds_q02/duckdb:vortex-file-compressed	32860860	34002771	0.97
tpcds_q03/duckdb:vortex-file-compressed	31644807	31213655	1.01
tpcds_q04/duckdb:vortex-file-compressed	106438081	101385390	1.05
tpcds_q05/duckdb:vortex-file-compressed	38371841	38254062	1.00
tpcds_q06/duckdb:vortex-file-compressed	32839174	31623350	1.04
tpcds_q07/duckdb:vortex-file-compressed	20426482	19543690	1.05
tpcds_q08/duckdb:vortex-file-compressed	29818567	28872074	1.03
tpcds_q09/duckdb:vortex-file-compressed	40013319	40566097	0.99
tpcds_q10/duckdb:vortex-file-compressed	40398828	41087121	0.98
tpcds_q11/duckdb:vortex-file-compressed	61831158	59862292	1.03
tpcds_q12/duckdb:vortex-file-compressed	14741249	14530615	1.01
tpcds_q13/duckdb:vortex-file-compressed	34052705	33779353	1.01
tpcds_q14/duckdb:vortex-file-compressed	104166906	101642994	1.02
tpcds_q15/duckdb:vortex-file-compressed	26720375	27198702	0.98
tpcds_q16/duckdb:vortex-file-compressed	27178389	26636370	1.02
tpcds_q17/duckdb:vortex-file-compressed	43729676	42027871	1.04
tpcds_q18/duckdb:vortex-file-compressed	45274214	45792493	0.99
tpcds_q19/duckdb:vortex-file-compressed	33685562	32718453	1.03
tpcds_q20/duckdb:vortex-file-compressed	15403723	15623093	0.99
tpcds_q21/duckdb:vortex-file-compressed	16538609	16723625	0.99
tpcds_q22/duckdb:vortex-file-compressed	74446261	74208429	1.00
tpcds_q23/duckdb:vortex-file-compressed 🚨	106123896	94196213	1.13
tpcds_q24/duckdb:vortex-file-compressed	48455814	50526232	0.96
tpcds_q25/duckdb:vortex-file-compressed	51117151	48365379	1.06
tpcds_q26/duckdb:vortex-file-compressed	39842586	39717486	1.00
tpcds_q27/duckdb:vortex-file-compressed	48746653	47464861	1.03
tpcds_q28/duckdb:vortex-file-compressed	34506954	35945195	0.96
tpcds_q29/duckdb:vortex-file-compressed	40822463	42049013	0.97
tpcds_q30/duckdb:vortex-file-compressed	23766267	24864286	0.96
tpcds_q31/duckdb:vortex-file-compressed	34447390	36956893	0.93
tpcds_q32/duckdb:vortex-file-compressed	14779034	14979831	0.99
tpcds_q33/duckdb:vortex-file-compressed	24821451	24852177	1.00
tpcds_q34/duckdb:vortex-file-compressed	24533063	22936603	1.07
tpcds_q35/duckdb:vortex-file-compressed	62874588	64576051	0.97
tpcds_q36/duckdb:vortex-file-compressed	24568114	24817195	0.99
tpcds_q37/duckdb:vortex-file-compressed	15374852	15226956	1.01
tpcds_q38/duckdb:vortex-file-compressed	35915019	37299265	0.96
tpcds_q39/duckdb:vortex-file-compressed 🚀	34576084	39707947	0.87
tpcds_q40/duckdb:vortex-file-compressed	19535767	19420105	1.01
tpcds_q41/duckdb:vortex-file-compressed	13453284	13496576	1.00
tpcds_q42/duckdb:vortex-file-compressed	13146911	13461368	0.98
tpcds_q43/duckdb:vortex-file-compressed	23062046	21963740	1.05
tpcds_q44/duckdb:vortex-file-compressed	20874341	20283326	1.03
tpcds_q45/duckdb:vortex-file-compressed	29633951	28300206	1.05
tpcds_q46/duckdb:vortex-file-compressed	51464252	51524789	1.00
tpcds_q47/duckdb:vortex-file-compressed	47644356	46987237	1.01
tpcds_q48/duckdb:vortex-file-compressed	31069536	30696818	1.01
tpcds_q49/duckdb:vortex-file-compressed	36700936	34811547	1.05
tpcds_q50/duckdb:vortex-file-compressed	33556317	33832747	0.99
tpcds_q51/duckdb:vortex-file-compressed 🚨	121815550	104135510	1.17
tpcds_q52/duckdb:vortex-file-compressed	13216524	13435831	0.98
tpcds_q53/duckdb:vortex-file-compressed	22877130	22313385	1.03
tpcds_q54/duckdb:vortex-file-compressed	27879462	27716219	1.01
tpcds_q55/duckdb:vortex-file-compressed	13662490	12914732	1.06
tpcds_q56/duckdb:vortex-file-compressed	24403785	26240134	0.93
tpcds_q57/duckdb:vortex-file-compressed	39031198	38863489	1.00
tpcds_q58/duckdb:vortex-file-compressed	30702808	30140055	1.02
tpcds_q59/duckdb:vortex-file-compressed	66769873	69063062	0.97
tpcds_q60/duckdb:vortex-file-compressed	27166589	26971922	1.01
tpcds_q61/duckdb:vortex-file-compressed 🚀	30642084	34749844	0.88
tpcds_q62/duckdb:vortex-file-compressed	17609276	17079989	1.03
tpcds_q63/duckdb:vortex-file-compressed	21282556	21324175	1.00
tpcds_q64/duckdb:vortex-file-compressed	84737322	84799893	1.00
tpcds_q65/duckdb:vortex-file-compressed	21695982	21701959	1.00
tpcds_q66/duckdb:vortex-file-compressed	29876031	29702629	1.01
tpcds_q67/duckdb:vortex-file-compressed	137714569	140661135	0.98
tpcds_q68/duckdb:vortex-file-compressed	40698598	43203076	0.94
tpcds_q69/duckdb:vortex-file-compressed	41629236	40967866	1.02
tpcds_q70/duckdb:vortex-file-compressed	26214150	25544266	1.03
tpcds_q71/duckdb:vortex-file-compressed	20728794	20794503	1.00
tpcds_q72/duckdb:vortex-file-compressed	170416945	170393286	1.00
tpcds_q73/duckdb:vortex-file-compressed	24334423	22774114	1.07
tpcds_q74/duckdb:vortex-file-compressed	75636508	77404510	0.98
tpcds_q75/duckdb:vortex-file-compressed	60024037	57044467	1.05
tpcds_q76/duckdb:vortex-file-compressed	18968222	20124118	0.94
tpcds_q77/duckdb:vortex-file-compressed	25429256	27384002	0.93
tpcds_q78/duckdb:vortex-file-compressed	75357324	75122789	1.00
tpcds_q79/duckdb:vortex-file-compressed	33649373	32151115	1.05
tpcds_q80/duckdb:vortex-file-compressed	45709445	48204574	0.95
tpcds_q81/duckdb:vortex-file-compressed	29051253	28591758	1.02
tpcds_q82/duckdb:vortex-file-compressed	16538169	16363640	1.01
tpcds_q83/duckdb:vortex-file-compressed	24434757	22391792	1.09
tpcds_q84/duckdb:vortex-file-compressed	20062216	19294730	1.04
tpcds_q85/duckdb:vortex-file-compressed	45656331	44414330	1.03
tpcds_q86/duckdb:vortex-file-compressed	16278477	16509462	0.99
tpcds_q87/duckdb:vortex-file-compressed	40238615	39121636	1.03
tpcds_q88/duckdb:vortex-file-compressed	33245131	32577648	1.02
tpcds_q89/duckdb:vortex-file-compressed	22283848	22666857	0.98
tpcds_q90/duckdb:vortex-file-compressed	12488784	12528524	1.00
tpcds_q91/duckdb:vortex-file-compressed	30523238	30494614	1.00
tpcds_q92/duckdb:vortex-file-compressed 🚨	22367315	20092376	1.11
tpcds_q93/duckdb:vortex-file-compressed	28429833	28727908	0.99
tpcds_q94/duckdb:vortex-file-compressed	23308770	23346605	1.00
tpcds_q95/duckdb:vortex-file-compressed	157283892	154981846	1.01
tpcds_q96/duckdb:vortex-file-compressed	13061872	13612615	0.96
tpcds_q97/duckdb:vortex-file-compressed	37420203	36132498	1.04
tpcds_q98/duckdb:vortex-file-compressed	18533361	19043536	0.97
tpcds_q99/duckdb:vortex-file-compressed	29433828	28567287	1.03

duckdb / vortex-compact (1.035x ➖, 0↑ 9↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact	22887196	23548901	0.97
tpcds_q02/duckdb:vortex-compact	43917991	43649830	1.01
tpcds_q03/duckdb:vortex-compact	58548658	56234595	1.04
tpcds_q04/duckdb:vortex-compact	119088662	117383303	1.01
tpcds_q05/duckdb:vortex-compact	54308236	52945627	1.03
tpcds_q06/duckdb:vortex-compact	40492661	41017609	0.99
tpcds_q07/duckdb:vortex-compact	34403710	34025008	1.01
tpcds_q08/duckdb:vortex-compact	47757079	45008974	1.06
tpcds_q09/duckdb:vortex-compact	57051997	57203637	1.00
tpcds_q10/duckdb:vortex-compact	61784611	61883833	1.00
tpcds_q11/duckdb:vortex-compact	70846358	76362745	0.93
tpcds_q12/duckdb:vortex-compact	22151951	21345896	1.04
tpcds_q13/duckdb:vortex-compact	61759055	61827708	1.00
tpcds_q14/duckdb:vortex-compact	131120186	128819498	1.02
tpcds_q15/duckdb:vortex-compact	32807787	31240091	1.05
tpcds_q16/duckdb:vortex-compact	32180696	30749755	1.05
tpcds_q17/duckdb:vortex-compact	56306757	56922730	0.99
tpcds_q18/duckdb:vortex-compact	58173445	57372375	1.01
tpcds_q19/duckdb:vortex-compact	51887585	52415008	0.99
tpcds_q20/duckdb:vortex-compact	20694755	20129225	1.03
tpcds_q21/duckdb:vortex-compact	19415772	18889530	1.03
tpcds_q22/duckdb:vortex-compact	77407074	74958440	1.03
tpcds_q23/duckdb:vortex-compact 🚨	139708263	124107562	1.13
tpcds_q24/duckdb:vortex-compact	63757384	63784549	1.00
tpcds_q25/duckdb:vortex-compact	80987971	79992805	1.01
tpcds_q26/duckdb:vortex-compact	51290440	53316033	0.96
tpcds_q27/duckdb:vortex-compact	68584098	71914747	0.95
tpcds_q28/duckdb:vortex-compact	85558892	87534913	0.98
tpcds_q29/duckdb:vortex-compact	52223265	53287899	0.98
tpcds_q30/duckdb:vortex-compact	29057548	28325765	1.03
tpcds_q31/duckdb:vortex-compact	48422435	44860879	1.08
tpcds_q32/duckdb:vortex-compact	22637908	23069692	0.98
tpcds_q33/duckdb:vortex-compact	35810024	36748710	0.97
tpcds_q34/duckdb:vortex-compact	41778580	39323438	1.06
tpcds_q35/duckdb:vortex-compact	83377541	82416389	1.01
tpcds_q36/duckdb:vortex-compact	42158009	41593624	1.01
tpcds_q37/duckdb:vortex-compact	23762607	24068716	0.99
tpcds_q38/duckdb:vortex-compact	48831480	47782371	1.02
tpcds_q39/duckdb:vortex-compact	36213884	36348319	1.00
tpcds_q40/duckdb:vortex-compact	25613235	24880043	1.03
tpcds_q41/duckdb:vortex-compact	16429810	15351345	1.07
tpcds_q42/duckdb:vortex-compact	22884226	22132675	1.03
tpcds_q43/duckdb:vortex-compact	37343900	34893283	1.07
tpcds_q44/duckdb:vortex-compact	29075129	29341440	0.99
tpcds_q45/duckdb:vortex-compact	40123252	39474124	1.02
tpcds_q46/duckdb:vortex-compact	73201225	73624766	0.99
tpcds_q47/duckdb:vortex-compact	65123690	63608387	1.02
tpcds_q48/duckdb:vortex-compact	54074658	52293415	1.03
tpcds_q49/duckdb:vortex-compact	56981027	58167458	0.98
tpcds_q50/duckdb:vortex-compact	49321902	47470187	1.04
tpcds_q51/duckdb:vortex-compact	110321451	109232836	1.01
tpcds_q52/duckdb:vortex-compact	23919687	22111319	1.08
tpcds_q53/duckdb:vortex-compact	41223417	39621327	1.04
tpcds_q54/duckdb:vortex-compact	42116667	42535455	0.99
tpcds_q55/duckdb:vortex-compact	23679455	22829299	1.04
tpcds_q56/duckdb:vortex-compact	38424737	35841784	1.07
tpcds_q57/duckdb:vortex-compact	46665255	44288553	1.05
tpcds_q58/duckdb:vortex-compact 🚨	47799707	43356499	1.10
tpcds_q59/duckdb:vortex-compact	92517518	85653384	1.08
tpcds_q60/duckdb:vortex-compact	40545779	39235488	1.03
tpcds_q61/duckdb:vortex-compact	63207108	61770631	1.02
tpcds_q62/duckdb:vortex-compact	27510366	27080449	1.02
tpcds_q63/duckdb:vortex-compact	37917732	38228406	0.99
tpcds_q64/duckdb:vortex-compact	119905166	117449155	1.02
tpcds_q65/duckdb:vortex-compact	32206406	33764233	0.95
tpcds_q66/duckdb:vortex-compact	40148875	38338611	1.05
tpcds_q67/duckdb:vortex-compact	152382359	149816055	1.02
tpcds_q68/duckdb:vortex-compact	62216094	62498082	1.00
tpcds_q69/duckdb:vortex-compact	63264783	64901188	0.97
tpcds_q70/duckdb:vortex-compact	36416634	36504985	1.00
tpcds_q71/duckdb:vortex-compact	35574452	34152229	1.04
tpcds_q72/duckdb:vortex-compact	195136651	191236957	1.02
tpcds_q73/duckdb:vortex-compact	38968178	38439921	1.01
tpcds_q74/duckdb:vortex-compact 🚨	107838247	84710625	1.27
tpcds_q75/duckdb:vortex-compact	77159697	77511989	1.00
tpcds_q76/duckdb:vortex-compact	35711138	34962963	1.02
tpcds_q77/duckdb:vortex-compact	43552230	42884637	1.02
tpcds_q78/duckdb:vortex-compact	89227302	88324545	1.01
tpcds_q79/duckdb:vortex-compact	56064403	53998435	1.04
tpcds_q80/duckdb:vortex-compact 🚨	92006093	82706425	1.11
tpcds_q81/duckdb:vortex-compact	35667860	32722080	1.09
tpcds_q82/duckdb:vortex-compact	26618681	25136587	1.06
tpcds_q83/duckdb:vortex-compact 🚨	35771786	31425368	1.14
tpcds_q84/duckdb:vortex-compact 🚨	30052792	26194963	1.15
tpcds_q85/duckdb:vortex-compact	62124383	57089020	1.09
tpcds_q86/duckdb:vortex-compact	26885919	24469037	1.10
tpcds_q87/duckdb:vortex-compact	53766352	51922097	1.04
tpcds_q88/duckdb:vortex-compact	42828830	39363654	1.09
tpcds_q89/duckdb:vortex-compact	39761543	38938859	1.02
tpcds_q90/duckdb:vortex-compact 🚨	17448766	15184310	1.15
tpcds_q91/duckdb:vortex-compact 🚨	57066319	51413697	1.11
tpcds_q92/duckdb:vortex-compact	52205908	48502771	1.08
tpcds_q93/duckdb:vortex-compact 🚨	38172365	30687208	1.24
tpcds_q94/duckdb:vortex-compact	34538648	31569934	1.09
tpcds_q95/duckdb:vortex-compact	170036413	159639652	1.07
tpcds_q96/duckdb:vortex-compact	19898319	18791275	1.06
tpcds_q97/duckdb:vortex-compact	46090141	45132462	1.02
tpcds_q98/duckdb:vortex-compact	31022258	28399537	1.09
tpcds_q99/duckdb:vortex-compact	34184356	32012116	1.07

duckdb / parquet (1.006x ➖, 0↑ 1↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	30066252	27893735	1.08
tpcds_q02/duckdb:parquet	23416305	23756366	0.99
tpcds_q03/duckdb:parquet	12450345	11475132	1.08
tpcds_q04/duckdb:parquet	166292151	165365308	1.01
tpcds_q05/duckdb:parquet	29749343	29664382	1.00
tpcds_q06/duckdb:parquet	27349107	27213015	1.01
tpcds_q07/duckdb:parquet	21963243	20838320	1.05
tpcds_q08/duckdb:parquet	26561172	26675079	1.00
tpcds_q09/duckdb:parquet	38921362	39099243	1.00
tpcds_q10/duckdb:parquet	33270874	32391371	1.03
tpcds_q11/duckdb:parquet	84714823	88467311	0.96
tpcds_q12/duckdb:parquet	14225890	14456206	0.98
tpcds_q13/duckdb:parquet	33142326	33401935	0.99
tpcds_q14/duckdb:parquet	98366571	99662479	0.99
tpcds_q15/duckdb:parquet	29370107	29802709	0.99
tpcds_q16/duckdb:parquet	21100689	20931016	1.01
tpcds_q17/duckdb:parquet	37629804	37207735	1.01
tpcds_q18/duckdb:parquet	44651265	45583141	0.98
tpcds_q19/duckdb:parquet	28374603	28007602	1.01
tpcds_q20/duckdb:parquet	15264713	14969186	1.02
tpcds_q21/duckdb:parquet	10008054	10192550	0.98
tpcds_q22/duckdb:parquet	70146916	69721641	1.01
tpcds_q23/duckdb:parquet	79360688	78701506	1.01
tpcds_q24/duckdb:parquet	44679106	44423665	1.01
tpcds_q25/duckdb:parquet	32365873	33209467	0.97
tpcds_q26/duckdb:parquet	33869911	35974680	0.94
tpcds_q27/duckdb:parquet	44629456	45302089	0.99
tpcds_q28/duckdb:parquet	37820366	37926284	1.00
tpcds_q29/duckdb:parquet	36232374	36201164	1.00
tpcds_q30/duckdb:parquet	34760834	33522185	1.04
tpcds_q31/duckdb:parquet	22565297	22348409	1.01
tpcds_q32/duckdb:parquet	11278030	10652504	1.06
tpcds_q33/duckdb:parquet	20405527	20946905	0.97
tpcds_q34/duckdb:parquet	19591593	21339540	0.92
tpcds_q35/duckdb:parquet	56348396	52957422	1.06
tpcds_q36/duckdb:parquet	19349519	19173027	1.01
tpcds_q37/duckdb:parquet	12636542	12341469	1.02
tpcds_q38/duckdb:parquet	34329592	33388056	1.03
tpcds_q39/duckdb:parquet	29706317	28823575	1.03
tpcds_q40/duckdb:parquet	17784289	16928641	1.05
tpcds_q41/duckdb:parquet	7419147	7570783	0.98
tpcds_q42/duckdb:parquet	9454121	9291941	1.02
tpcds_q43/duckdb:parquet	15087621	15536394	0.97
tpcds_q44/duckdb:parquet	21879282	21482635	1.02
tpcds_q45/duckdb:parquet	26004384	25271912	1.03
tpcds_q46/duckdb:parquet	43987849	45721336	0.96
tpcds_q47/duckdb:parquet	43898304	44079218	1.00
tpcds_q48/duckdb:parquet	28819347	29306730	0.98
tpcds_q49/duckdb:parquet	24090844	24862199	0.97
tpcds_q50/duckdb:parquet	24523673	24264893	1.01
tpcds_q51/duckdb:parquet	95466346	94508468	1.01
tpcds_q52/duckdb:parquet	10271898	10269896	1.00
tpcds_q53/duckdb:parquet	14827793	14391214	1.03
tpcds_q54/duckdb:parquet	25377603	25667932	0.99
tpcds_q55/duckdb:parquet	9893670	10065724	0.98
tpcds_q56/duckdb:parquet	20316007	21275332	0.95
tpcds_q57/duckdb:parquet	34336294	34894687	0.98
tpcds_q58/duckdb:parquet	21921003	22220174	0.99
tpcds_q59/duckdb:parquet	35535029	35436736	1.00
tpcds_q60/duckdb:parquet	21984534	21120116	1.04
tpcds_q61/duckdb:parquet	30293810	30225900	1.00
tpcds_q62/duckdb:parquet	11643343	12624204	0.92
tpcds_q63/duckdb:parquet	13927192	13787498	1.01
tpcds_q64/duckdb:parquet	72668831	72500688	1.00
tpcds_q65/duckdb:parquet	19414376	19871687	0.98
tpcds_q66/duckdb:parquet	27480459	26873943	1.02
tpcds_q67/duckdb:parquet	142132740	135432757	1.05
tpcds_q68/duckdb:parquet	38076920	35829255	1.06
tpcds_q69/duckdb:parquet	37290342	36100477	1.03
tpcds_q70/duckdb:parquet	19368119	19084187	1.01
tpcds_q71/duckdb:parquet	20348318	18645345	1.09
tpcds_q72/duckdb:parquet	163902131	164653654	1.00
tpcds_q73/duckdb:parquet	17307747	17814752	0.97
tpcds_q74/duckdb:parquet	127983675	129072651	0.99
tpcds_q75/duckdb:parquet	53520489	54542173	0.98
tpcds_q76/duckdb:parquet	19565817	19990627	0.98
tpcds_q77/duckdb:parquet	20887133	21677814	0.96
tpcds_q78/duckdb:parquet	74004463	73704236	1.00
tpcds_q79/duckdb:parquet	27713080	26769666	1.04
tpcds_q80/duckdb:parquet	40735069	40774959	1.00
tpcds_q81/duckdb:parquet	32394133	31621517	1.02
tpcds_q82/duckdb:parquet	13461742	13624951	0.99
tpcds_q83/duckdb:parquet	15993437	16562037	0.97
tpcds_q84/duckdb:parquet	19693372	19602343	1.00
tpcds_q85/duckdb:parquet	39470200	38983809	1.01
tpcds_q86/duckdb:parquet	12474587	12295137	1.01
tpcds_q87/duckdb:parquet	36686623	36400941	1.01
tpcds_q88/duckdb:parquet	47921008	48757385	0.98
tpcds_q89/duckdb:parquet	16116993	16296496	0.99
tpcds_q90/duckdb:parquet	7589667	7145503	1.06
tpcds_q91/duckdb:parquet	22939474	22716490	1.01
tpcds_q92/duckdb:parquet	11600118	11115173	1.04
tpcds_q93/duckdb:parquet	29358035	29494246	1.00
tpcds_q94/duckdb:parquet	17459326	15934810	1.10
tpcds_q95/duckdb:parquet	145231074	135666834	1.07
tpcds_q96/duckdb:parquet	8393422	8572473	0.98
tpcds_q97/duckdb:parquet	34760645	34704759	1.00
tpcds_q98/duckdb:parquet 🚨	18950065	17168541	1.10
tpcds_q99/duckdb:parquet	19345041	19406594	1.00

duckdb / duckdb (1.031x ➖, 1↑ 5↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	20846390	20335373	1.03
tpcds_q02/duckdb:duckdb	19036191	19035880	1.00
tpcds_q03/duckdb:duckdb	9682940	9260555	1.05
tpcds_q04/duckdb:duckdb	174982037	173712226	1.01
tpcds_q05/duckdb:duckdb	20537142	20694319	0.99
tpcds_q06/duckdb:duckdb	24082823	22788343	1.06
tpcds_q07/duckdb:duckdb	40185652	38866489	1.03
tpcds_q08/duckdb:duckdb	121165308	120610331	1.00
tpcds_q09/duckdb:duckdb	20514504	19868813	1.03
tpcds_q10/duckdb:duckdb	24316420	22990174	1.06
tpcds_q11/duckdb:duckdb	88383111	86877562	1.02
tpcds_q12/duckdb:duckdb	11428839	10948443	1.04
tpcds_q13/duckdb:duckdb	25002196	23830696	1.05
tpcds_q14/duckdb:duckdb	92152536	91696358	1.00
tpcds_q15/duckdb:duckdb	24549203	23346209	1.05
tpcds_q16/duckdb:duckdb	18145530	16871631	1.08
tpcds_q17/duckdb:duckdb	22576898	22714686	0.99
tpcds_q18/duckdb:duckdb	46510831	44927635	1.04
tpcds_q19/duckdb:duckdb	17061974	16222166	1.05
tpcds_q20/duckdb:duckdb	12932539	11924218	1.08
tpcds_q21/duckdb:duckdb	7199994	6641167	1.08
tpcds_q22/duckdb:duckdb	64035085	62062225	1.03
tpcds_q23/duckdb:duckdb	74300667	78718260	0.94
tpcds_q24/duckdb:duckdb	23833618	24766029	0.96
tpcds_q25/duckdb:duckdb	17725519	18441485	0.96
tpcds_q26/duckdb:duckdb	25883340	25823567	1.00
tpcds_q27/duckdb:duckdb	38071376	39255974	0.97
tpcds_q28/duckdb:duckdb	22594075	21942245	1.03
tpcds_q29/duckdb:duckdb	20111943	20771035	0.97
tpcds_q30/duckdb:duckdb	28897788	27648156	1.05
tpcds_q31/duckdb:duckdb	48251757	48995586	0.98
tpcds_q32/duckdb:duckdb	7139346	7207075	0.99
tpcds_q33/duckdb:duckdb 🚀	12909716	14529325	0.89
tpcds_q34/duckdb:duckdb	14927948	14640544	1.02
tpcds_q35/duckdb:duckdb	31385188	33002052	0.95
tpcds_q36/duckdb:duckdb	71264906	70976997	1.00
tpcds_q37/duckdb:duckdb	7657012	8139673	0.94
tpcds_q38/duckdb:duckdb	32137676	29663767	1.08
tpcds_q39/duckdb:duckdb	25753788	25217488	1.02
tpcds_q40/duckdb:duckdb	13115157	13129729	1.00
tpcds_q41/duckdb:duckdb	8391046	7975967	1.05
tpcds_q42/duckdb:duckdb	6408901	6562796	0.98
tpcds_q43/duckdb:duckdb	11690508	11555877	1.01
tpcds_q44/duckdb:duckdb	13185069	13874435	0.95
tpcds_q45/duckdb:duckdb	17249749	17798269	0.97
tpcds_q46/duckdb:duckdb	39648616	37374199	1.06
tpcds_q47/duckdb:duckdb	41203072	40679861	1.01
tpcds_q48/duckdb:duckdb	23419507	23407826	1.00
tpcds_q49/duckdb:duckdb	17385811	16781121	1.04
tpcds_q50/duckdb:duckdb	14518625	14681933	0.99
tpcds_q51/duckdb:duckdb	90432746	90746968	1.00
tpcds_q52/duckdb:duckdb	8083552	7367787	1.10
tpcds_q53/duckdb:duckdb	14014598	13240272	1.06
tpcds_q54/duckdb:duckdb 🚨	17743504	16054874	1.11
tpcds_q55/duckdb:duckdb	7564550	7060118	1.07
tpcds_q56/duckdb:duckdb 🚨	15127411	13245839	1.14
tpcds_q57/duckdb:duckdb	33532144	32742699	1.02
tpcds_q58/duckdb:duckdb	14010089	12857393	1.09
tpcds_q59/duckdb:duckdb	36563776	35406299	1.03
tpcds_q60/duckdb:duckdb	15863156	14835346	1.07
tpcds_q61/duckdb:duckdb	14528676	14610253	0.99
tpcds_q62/duckdb:duckdb	10181557	9745361	1.04
tpcds_q63/duckdb:duckdb	12327965	12370044	1.00
tpcds_q64/duckdb:duckdb	54621682	54761966	1.00
tpcds_q65/duckdb:duckdb	35351289	33754165	1.05
tpcds_q66/duckdb:duckdb	26359863	25459099	1.04
tpcds_q67/duckdb:duckdb	132195328	128919886	1.03
tpcds_q68/duckdb:duckdb	26358090	25509029	1.03
tpcds_q69/duckdb:duckdb	26277981	25708017	1.02
tpcds_q70/duckdb:duckdb	15629571	15122457	1.03
tpcds_q71/duckdb:duckdb	13783714	13186558	1.05
tpcds_q72/duckdb:duckdb 🚨	46208608	41479344	1.11
tpcds_q73/duckdb:duckdb	11466845	10836240	1.06
tpcds_q74/duckdb:duckdb	150329758	146538611	1.03
tpcds_q75/duckdb:duckdb	43932081	43796582	1.00
tpcds_q76/duckdb:duckdb	12206755	12289090	0.99
tpcds_q77/duckdb:duckdb	13402432	13541291	0.99
tpcds_q78/duckdb:duckdb	67686564	62503430	1.08
tpcds_q79/duckdb:duckdb	19320158	18729205	1.03
tpcds_q80/duckdb:duckdb	29532962	26989317	1.09
tpcds_q81/duckdb:duckdb	39442464	39383522	1.00
tpcds_q82/duckdb:duckdb	9463042	8993316	1.05
tpcds_q83/duckdb:duckdb 🚨	11295663	9377783	1.20
tpcds_q84/duckdb:duckdb	14509118	14348751	1.01
tpcds_q85/duckdb:duckdb	26159813	24688881	1.06
tpcds_q86/duckdb:duckdb	11786817	10747539	1.10
tpcds_q87/duckdb:duckdb	34880693	34900818	1.00
tpcds_q88/duckdb:duckdb	26920396	26607768	1.01
tpcds_q89/duckdb:duckdb	15484476	14160184	1.09
tpcds_q90/duckdb:duckdb	5946342	5604980	1.06
tpcds_q91/duckdb:duckdb	13684649	12547717	1.09
tpcds_q92/duckdb:duckdb	8868270	8425275	1.05
tpcds_q93/duckdb:duckdb	23806864	22315681	1.07
tpcds_q94/duckdb:duckdb	13976469	13003854	1.07
tpcds_q95/duckdb:duckdb 🚨	128830053	112893943	1.14
tpcds_q96/duckdb:duckdb	5082714	4632477	1.10
tpcds_q97/duckdb:duckdb	30222648	31005472	0.97
tpcds_q98/duckdb:duckdb	14824065	13664497	1.08
tpcds_q99/duckdb:duckdb	17030809	16604821	1.03

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+2.1%	+2.2%	-0.0%	+21.3%	➖ noise
1	datafusion:vortex-file-compressed	+7.7%	+2.2%	+5.4%	+18.6%	➖ noise
1	duckdb:duckdb	+2.5%	+2.2%	+0.3%	+22.8%	➖ noise
1	duckdb:vortex-compact	-2.8%	+2.2%	-4.9%	+19.5%	➖ noise
1	duckdb:vortex-file-compressed	-0.8%	+2.2%	-2.9%	+29.5%	➖ noise
2	datafusion:vortex-compact	+0.7%	-3.1%	+3.9%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+1.5%	-3.1%	+4.7%	+10.0%	➖ noise
2	duckdb:duckdb	+0.0%	-3.1%	+3.1%	+10.8%	➖ noise
2	duckdb:vortex-compact	+0.6%	-3.1%	+3.8%	+19.4%	➖ noise
2	duckdb:vortex-file-compressed	-3.4%	-3.1%	-0.3%	+28.7%	➖ noise
3	datafusion:vortex-compact	-5.3%	+2.4%	-7.5%	+14.2%	➖ noise
3	datafusion:vortex-file-compressed	-0.5%	+2.4%	-2.8%	+15.8%	➖ noise
3	duckdb:duckdb	+4.6%	+2.4%	+2.1%	+22.6%	➖ noise
3	duckdb:vortex-compact	+4.1%	+2.4%	+1.7%	+14.1%	➖ noise
3	duckdb:vortex-file-compressed	+1.4%	+2.4%	-1.0%	+15.0%	➖ noise
4	datafusion:vortex-compact	-0.1%	-0.2%	+0.1%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+2.0%	-0.2%	+2.2%	+10.0%	➖ noise
4	duckdb:duckdb	+0.7%	-0.2%	+0.9%	+10.0%	➖ noise
4	duckdb:vortex-compact	+1.5%	-0.2%	+1.7%	+12.8%	➖ noise
4	duckdb:vortex-file-compressed	+5.0%	-0.2%	+5.2%	+10.0%	➖ noise
5	datafusion:vortex-compact	-3.3%	-1.1%	-2.2%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+6.4%	-1.1%	+7.5%	+10.0%	➖ noise
5	duckdb:duckdb	-0.8%	-1.1%	+0.3%	+11.5%	➖ noise
5	duckdb:vortex-compact	+2.6%	-1.1%	+3.7%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+0.3%	-1.1%	+1.4%	+10.0%	➖ noise
6	datafusion:vortex-compact	-3.2%	+1.0%	-4.2%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+0.6%	+1.0%	-0.4%	+10.0%	➖ noise
6	duckdb:duckdb	+5.7%	+1.0%	+4.6%	+10.1%	➖ noise
6	duckdb:vortex-compact	-1.3%	+1.0%	-2.3%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+3.8%	+1.0%	+2.8%	+10.0%	➖ noise
7	datafusion:vortex-compact	+1.8%	+1.9%	-0.1%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-0.0%	+1.9%	-1.9%	+10.0%	➖ noise
7	duckdb:duckdb	+3.4%	+1.9%	+1.5%	+20.2%	➖ noise
7	duckdb:vortex-compact	+1.1%	+1.9%	-0.8%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+4.5%	+1.9%	+2.6%	+19.2%	➖ noise
8	datafusion:vortex-compact	-0.1%	+1.9%	-2.0%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+2.2%	+1.9%	+0.3%	+10.0%	➖ noise
8	duckdb:duckdb	+0.5%	+1.9%	-1.5%	+10.0%	➖ noise
8	duckdb:vortex-compact	+6.1%	+1.9%	+4.1%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+3.3%	+1.9%	+1.3%	+17.4%	➖ noise
9	datafusion:vortex-compact	-0.6%	+1.7%	-2.2%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-1.6%	+1.7%	-3.2%	+10.0%	➖ noise
9	duckdb:duckdb	+3.2%	+1.7%	+1.5%	+10.0%	➖ noise
9	duckdb:vortex-compact	-0.3%	+1.7%	-1.9%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-1.4%	+1.7%	-3.0%	+13.4%	➖ noise
10	datafusion:vortex-compact	+2.8%	+2.9%	-0.1%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+5.3%	+2.9%	+2.2%	+13.8%	➖ noise
10	duckdb:duckdb	+5.8%	+2.9%	+2.7%	+16.2%	➖ noise
10	duckdb:vortex-compact	-0.2%	+2.9%	-3.0%	+15.0%	➖ noise
10	duckdb:vortex-file-compressed	-1.7%	+2.9%	-4.5%	+10.0%	➖ noise
11	datafusion:vortex-compact	-2.4%	+1.8%	-4.1%	+10.6%	➖ noise
11	datafusion:vortex-file-compressed	+0.4%	+1.8%	-1.4%	+10.0%	➖ noise
11	duckdb:duckdb	+1.7%	+1.8%	-0.0%	+10.5%	➖ noise
11	duckdb:vortex-compact	-7.2%	+1.8%	-8.8%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+3.3%	+1.8%	+1.5%	+11.9%	➖ noise
12	datafusion:vortex-compact	-3.3%	+2.2%	-5.4%	+16.3%	➖ noise
12	datafusion:vortex-file-compressed	-3.3%	+2.2%	-5.4%	+22.4%	➖ noise
12	duckdb:duckdb	+4.4%	+2.2%	+2.1%	+16.0%	➖ noise
12	duckdb:vortex-compact	+3.8%	+2.2%	+1.5%	+12.4%	➖ noise
12	duckdb:vortex-file-compressed	+1.4%	+2.2%	-0.7%	+10.0%	➖ noise
13	datafusion:vortex-compact	-1.2%	-1.1%	-0.1%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-1.5%	-1.1%	-0.4%	+13.9%	➖ noise
13	duckdb:duckdb	+4.9%	-1.1%	+6.1%	+10.0%	➖ noise
13	duckdb:vortex-compact	-0.1%	-1.1%	+1.0%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+0.8%	-1.1%	+1.9%	+10.0%	➖ noise
14	datafusion:vortex-compact	-0.6%	-1.1%	+0.5%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+5.8%	-1.1%	+7.0%	+10.0%	➖ noise
14	duckdb:duckdb	+0.5%	-1.1%	+1.6%	+10.0%	➖ noise
14	duckdb:vortex-compact	+1.8%	-1.1%	+2.9%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+2.5%	-1.1%	+3.6%	+10.0%	➖ noise
15	datafusion:vortex-compact	+3.6%	-2.7%	+6.5%	+19.3%	➖ noise
15	datafusion:vortex-file-compressed	-7.2%	-2.7%	-4.6%	+12.6%	➖ noise
15	duckdb:duckdb	+5.2%	-2.7%	+8.1%	+12.2%	➖ noise
15	duckdb:vortex-compact	+5.0%	-2.7%	+8.0%	+10.5%	➖ noise
15	duckdb:vortex-file-compressed	-1.8%	-2.7%	+1.0%	+11.1%	➖ noise
16	datafusion:vortex-compact	+0.0%	-1.8%	+1.8%	+14.4%	➖ noise
16	datafusion:vortex-file-compressed	+2.2%	-1.8%	+4.0%	+12.3%	➖ noise
16	duckdb:duckdb	+7.6%	-1.8%	+9.5%	+16.3%	➖ noise
16	duckdb:vortex-compact	+4.7%	-1.8%	+6.5%	+14.8%	➖ noise
16	duckdb:vortex-file-compressed	+2.0%	-1.8%	+3.9%	+11.6%	➖ noise
17	datafusion:vortex-compact	-0.8%	-0.0%	-0.8%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-1.4%	-0.0%	-1.4%	+10.0%	➖ noise
17	duckdb:duckdb	-0.6%	-0.0%	-0.6%	+10.0%	➖ noise
17	duckdb:vortex-compact	-1.1%	-0.0%	-1.1%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	+4.0%	-0.0%	+4.1%	+11.5%	➖ noise
18	datafusion:vortex-compact	+0.3%	-1.3%	+1.7%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+1.8%	-1.3%	+3.1%	+10.0%	➖ noise
18	duckdb:duckdb	+3.5%	-1.3%	+4.9%	+10.0%	➖ noise
18	duckdb:vortex-compact	+1.4%	-1.3%	+2.7%	+11.0%	➖ noise
18	duckdb:vortex-file-compressed	-1.1%	-1.3%	+0.2%	+10.2%	➖ noise
19	datafusion:vortex-compact	+1.2%	-1.2%	+2.4%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+4.9%	-1.2%	+6.2%	+12.8%	➖ noise
19	duckdb:duckdb	+5.2%	-1.2%	+6.4%	+11.0%	➖ noise
19	duckdb:vortex-compact	-1.0%	-1.2%	+0.2%	+11.0%	➖ noise
19	duckdb:vortex-file-compressed	+3.0%	-1.2%	+4.2%	+10.5%	➖ noise
20	datafusion:vortex-compact	-2.3%	+0.2%	-2.5%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	+11.4%	+0.2%	+11.2%	+10.6%	🚨 regression
20	duckdb:duckdb	+8.5%	+0.2%	+8.3%	+13.4%	➖ noise
20	duckdb:vortex-compact	+2.8%	+0.2%	+2.6%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	-1.4%	+0.2%	-1.6%	+10.0%	➖ noise
21	datafusion:vortex-compact	+1.7%	-0.1%	+1.8%	+14.9%	➖ noise
21	datafusion:vortex-file-compressed	+11.7%	-0.1%	+11.8%	+13.4%	➖ noise
21	duckdb:duckdb	+8.4%	-0.1%	+8.5%	+20.8%	➖ noise
21	duckdb:vortex-compact	+2.8%	-0.1%	+2.9%	+13.4%	➖ noise
21	duckdb:vortex-file-compressed	-1.1%	-0.1%	-1.0%	+11.7%	➖ noise
22	datafusion:vortex-compact	-15.5%	-2.3%	-13.5%	+22.9%	➖ noise
22	datafusion:vortex-file-compressed	+25.1%	-2.3%	+28.1%	+24.5%	🚨 regression
22	duckdb:duckdb	+3.2%	-2.3%	+5.6%	+13.3%	➖ noise
22	duckdb:vortex-compact	+3.3%	-2.3%	+5.7%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	+0.3%	-2.3%	+2.7%	+10.0%	➖ noise
23	datafusion:vortex-compact	-3.3%	-0.1%	-3.3%	+10.2%	➖ noise
23	datafusion:vortex-file-compressed	+6.8%	-0.1%	+6.9%	+10.0%	➖ noise
23	duckdb:duckdb	-5.6%	-0.1%	-5.5%	+14.8%	➖ noise
23	duckdb:vortex-compact	+12.6%	-0.1%	+12.7%	+15.2%	➖ noise
23	duckdb:vortex-file-compressed	+12.7%	-0.1%	+12.8%	+19.7%	➖ noise
24	datafusion:vortex-compact	-2.3%	+1.7%	-3.9%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	+6.2%	+1.7%	+4.4%	+10.0%	➖ noise
24	duckdb:duckdb	-3.8%	+1.7%	-5.4%	+10.0%	➖ noise
24	duckdb:vortex-compact	-0.0%	+1.7%	-1.7%	+12.7%	➖ noise
24	duckdb:vortex-file-compressed	-4.1%	+1.7%	-5.7%	+10.0%	➖ noise
25	datafusion:vortex-compact	+6.0%	-0.2%	+6.2%	+10.0%	➖ noise
25	datafusion:vortex-file-compressed	+1.3%	-0.2%	+1.5%	+10.0%	➖ noise
25	duckdb:duckdb	-3.9%	-0.2%	-3.7%	+10.4%	➖ noise
25	duckdb:vortex-compact	+1.2%	-0.2%	+1.4%	+11.3%	➖ noise
25	duckdb:vortex-file-compressed	+5.7%	-0.2%	+5.9%	+10.0%	➖ noise
26	datafusion:vortex-compact	-0.8%	-3.3%	+2.5%	+10.0%	➖ noise
26	datafusion:vortex-file-compressed	+1.5%	-3.3%	+4.9%	+15.5%	➖ noise
26	duckdb:duckdb	+0.2%	-3.3%	+3.6%	+12.5%	➖ noise
26	duckdb:vortex-compact	-3.8%	-3.3%	-0.6%	+12.9%	➖ noise
26	duckdb:vortex-file-compressed	+0.3%	-3.3%	+3.7%	+11.9%	➖ noise
27	datafusion:vortex-compact	+3.3%	+0.3%	+3.0%	+11.2%	➖ noise
27	datafusion:vortex-file-compressed	-2.9%	+0.3%	-3.2%	+10.5%	➖ noise
27	duckdb:duckdb	-3.0%	+0.3%	-3.3%	+17.8%	➖ noise
27	duckdb:vortex-compact	-4.6%	+0.3%	-4.9%	+10.0%	➖ noise
27	duckdb:vortex-file-compressed	+2.7%	+0.3%	+2.4%	+18.3%	➖ noise
28	datafusion:vortex-compact	-0.5%	+0.4%	-0.9%	+11.9%	➖ noise
28	datafusion:vortex-file-compressed	-3.8%	+0.4%	-4.2%	+10.0%	➖ noise
28	duckdb:duckdb	+3.0%	+0.4%	+2.5%	+10.0%	➖ noise
28	duckdb:vortex-compact	-2.3%	+0.4%	-2.7%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	-4.0%	+0.4%	-4.4%	+10.0%	➖ noise
29	datafusion:vortex-compact	+0.5%	-0.2%	+0.8%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	+6.8%	-0.2%	+7.0%	+10.0%	➖ noise
29	duckdb:duckdb	-3.2%	-0.2%	-3.0%	+10.0%	➖ noise
29	duckdb:vortex-compact	-2.0%	-0.2%	-1.8%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	-2.9%	-0.2%	-2.7%	+10.0%	➖ noise
30	datafusion:vortex-compact	+2.2%	+1.7%	+0.6%	+10.0%	➖ noise
30	datafusion:vortex-file-compressed	+0.8%	+1.7%	-0.9%	+10.0%	➖ noise
30	duckdb:duckdb	+4.5%	+1.7%	+2.8%	+10.8%	➖ noise
30	duckdb:vortex-compact	+2.6%	+1.7%	+0.9%	+12.3%	➖ noise
30	duckdb:vortex-file-compressed	-4.4%	+1.7%	-6.0%	+13.8%	➖ noise
31	datafusion:vortex-compact	+1.5%	+0.2%	+1.3%	+10.1%	➖ noise
31	datafusion:vortex-file-compressed	+0.4%	+0.2%	+0.2%	+10.0%	➖ noise
31	duckdb:duckdb	-1.5%	+0.2%	-1.7%	+10.0%	➖ noise
31	duckdb:vortex-compact	+7.9%	+0.2%	+7.7%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	-6.8%	+0.2%	-7.0%	+13.7%	➖ noise
32	datafusion:vortex-compact	+4.4%	+4.7%	-0.3%	+13.4%	➖ noise
32	datafusion:vortex-file-compressed	+4.1%	+4.7%	-0.6%	+11.9%	➖ noise
32	duckdb:duckdb	-0.9%	+4.7%	-5.4%	+15.5%	➖ noise
32	duckdb:vortex-compact	-1.9%	+4.7%	-6.3%	+18.5%	➖ noise
32	duckdb:vortex-file-compressed	-1.3%	+4.7%	-5.8%	+12.4%	➖ noise
33	datafusion:vortex-compact	+6.5%	-0.2%	+6.7%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	+3.9%	-0.2%	+4.1%	+10.0%	➖ noise
33	duckdb:duckdb	-11.1%	-0.2%	-11.0%	+10.6%	✅ faster
33	duckdb:vortex-compact	-2.6%	-0.2%	-2.3%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	-0.1%	-0.2%	+0.1%	+10.0%	➖ noise
34	datafusion:vortex-compact	+3.0%	-3.0%	+6.2%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	+8.1%	-3.0%	+11.4%	+11.9%	➖ noise
34	duckdb:duckdb	+2.0%	-3.0%	+5.1%	+10.9%	➖ noise
34	duckdb:vortex-compact	+6.2%	-3.0%	+9.5%	+11.0%	➖ noise
34	duckdb:vortex-file-compressed	+7.0%	-3.0%	+10.2%	+10.0%	🚨 regression
35	datafusion:vortex-compact	+2.0%	+3.8%	-1.7%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	+3.9%	+3.8%	+0.2%	+10.0%	➖ noise
35	duckdb:duckdb	-4.9%	+3.8%	-8.3%	+15.8%	➖ noise
35	duckdb:vortex-compact	+1.2%	+3.8%	-2.5%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	-2.6%	+3.8%	-6.2%	+13.2%	➖ noise
36	datafusion:vortex-compact	-0.2%	+2.0%	-2.1%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	+0.8%	+2.0%	-1.1%	+11.1%	➖ noise
36	duckdb:duckdb	+0.4%	+2.0%	-1.6%	+10.0%	➖ noise
36	duckdb:vortex-compact	+1.4%	+2.0%	-0.6%	+10.0%	➖ noise
36	duckdb:vortex-file-compressed	-1.0%	+2.0%	-2.9%	+10.0%	➖ noise
37	datafusion:vortex-compact	+2.7%	+4.5%	-1.7%	+10.0%	➖ noise
37	datafusion:vortex-file-compressed	-1.3%	+4.5%	-5.5%	+10.1%	➖ noise
37	duckdb:duckdb	-5.9%	+4.5%	-9.9%	+13.9%	➖ noise
37	duckdb:vortex-compact	-1.3%	+4.5%	-5.5%	+11.2%	➖ noise
37	duckdb:vortex-file-compressed	+1.0%	+4.5%	-3.3%	+10.0%	➖ noise
38	datafusion:vortex-compact	+5.6%	+2.1%	+3.4%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	+5.9%	+2.1%	+3.7%	+10.0%	➖ noise
38	duckdb:duckdb	+8.3%	+2.1%	+6.1%	+13.0%	➖ noise
38	duckdb:vortex-compact	+2.2%	+2.1%	+0.1%	+13.8%	➖ noise
38	duckdb:vortex-file-compressed	-3.7%	+2.1%	-5.7%	+11.9%	➖ noise
39	datafusion:vortex-compact	-2.2%	+0.8%	-2.9%	+10.0%	➖ noise
39	datafusion:vortex-file-compressed	-1.4%	+0.8%	-2.2%	+11.1%	➖ noise
39	duckdb:duckdb	+2.1%	+0.8%	+1.3%	+16.8%	➖ noise
39	duckdb:vortex-compact	-0.4%	+0.8%	-1.1%	+16.9%	➖ noise
39	duckdb:vortex-file-compressed	-12.9%	+0.8%	-13.6%	+16.9%	➖ noise
40	datafusion:vortex-compact	+2.6%	+4.5%	-1.9%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	-2.1%	+4.5%	-6.4%	+10.0%	➖ noise
40	duckdb:duckdb	-0.1%	+4.5%	-4.4%	+12.1%	➖ noise
40	duckdb:vortex-compact	+2.9%	+4.5%	-1.5%	+15.1%	➖ noise
40	duckdb:vortex-file-compressed	+0.6%	+4.5%	-3.8%	+13.6%	➖ noise
41	datafusion:vortex-compact	+4.7%	-2.2%	+7.1%	+10.0%	➖ noise
41	datafusion:vortex-file-compressed	-2.1%	-2.2%	+0.1%	+10.0%	➖ noise
41	duckdb:duckdb	+5.2%	-2.2%	+7.6%	+10.5%	➖ noise
41	duckdb:vortex-compact	+7.0%	-2.2%	+9.4%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	-0.3%	-2.2%	+1.9%	+10.0%	➖ noise
42	datafusion:vortex-compact	+4.3%	+1.1%	+3.2%	+13.3%	➖ noise
42	datafusion:vortex-file-compressed	+3.9%	+1.1%	+2.8%	+13.7%	➖ noise
42	duckdb:duckdb	-2.3%	+1.1%	-3.4%	+17.6%	➖ noise
42	duckdb:vortex-compact	+3.4%	+1.1%	+2.3%	+14.6%	➖ noise
42	duckdb:vortex-file-compressed	-2.3%	+1.1%	-3.4%	+16.7%	➖ noise
43	datafusion:vortex-compact	-1.6%	-4.5%	+3.1%	+13.5%	➖ noise
43	datafusion:vortex-file-compressed	+0.7%	-4.5%	+5.5%	+10.0%	➖ noise
43	duckdb:duckdb	+1.2%	-4.5%	+5.9%	+10.2%	➖ noise
43	duckdb:vortex-compact	+7.0%	-4.5%	+12.1%	+13.7%	➖ noise
43	duckdb:vortex-file-compressed	+5.0%	-4.5%	+10.0%	+19.5%	➖ noise
44	datafusion:vortex-compact	+3.0%	+4.1%	-1.0%	+10.0%	➖ noise
44	datafusion:vortex-file-compressed	-6.4%	+4.1%	-10.1%	+12.5%	➖ noise
44	duckdb:duckdb	-5.0%	+4.1%	-8.7%	+12.7%	➖ noise
44	duckdb:vortex-compact	-0.9%	+4.1%	-4.8%	+10.0%	➖ noise
44	duckdb:vortex-file-compressed	+2.9%	+4.1%	-1.2%	+10.0%	➖ noise
45	datafusion:vortex-compact	+7.2%	+0.8%	+6.4%	+10.0%	➖ noise
45	datafusion:vortex-file-compressed	-0.7%	+0.8%	-1.5%	+10.0%	➖ noise
45	duckdb:duckdb	-3.1%	+0.8%	-3.8%	+10.9%	➖ noise
45	duckdb:vortex-compact	+1.6%	+0.8%	+0.9%	+10.7%	➖ noise
45	duckdb:vortex-file-compressed	+4.7%	+0.8%	+3.9%	+10.0%	➖ noise
46	datafusion:vortex-compact	+2.3%	-2.3%	+4.6%	+10.0%	➖ noise
46	datafusion:vortex-file-compressed	-0.4%	-2.3%	+1.9%	+15.6%	➖ noise
46	duckdb:duckdb	+6.1%	-2.3%	+8.6%	+10.0%	➖ noise
46	duckdb:vortex-compact	-0.6%	-2.3%	+1.7%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	-0.1%	-2.3%	+2.2%	+10.0%	➖ noise
47	datafusion:vortex-compact	+0.0%	+0.7%	-0.6%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	+2.6%	+0.7%	+1.9%	+10.0%	➖ noise
47	duckdb:duckdb	+1.3%	+0.7%	+0.6%	+10.0%	➖ noise
47	duckdb:vortex-compact	+2.4%	+0.7%	+1.7%	+10.0%	➖ noise
47	duckdb:vortex-file-compressed	+1.4%	+0.7%	+0.7%	+10.0%	➖ noise
48	datafusion:vortex-compact	+3.5%	-0.9%	+4.5%	+10.0%	➖ noise
48	datafusion:vortex-file-compressed	+2.5%	-0.9%	+3.4%	+10.0%	➖ noise
48	duckdb:duckdb	+0.0%	-0.9%	+1.0%	+10.7%	➖ noise
48	duckdb:vortex-compact	+3.4%	-0.9%	+4.4%	+12.8%	➖ noise
48	duckdb:vortex-file-compressed	+1.2%	-0.9%	+2.2%	+20.0%	➖ noise
49	datafusion:vortex-compact	+2.3%	-1.1%	+3.5%	+10.0%	➖ noise
49	datafusion:vortex-file-compressed	-3.1%	-1.1%	-2.0%	+10.0%	➖ noise
49	duckdb:duckdb	+3.6%	-1.1%	+4.8%	+13.1%	➖ noise
49	duckdb:vortex-compact	-2.0%	-1.1%	-0.9%	+11.3%	➖ noise
49	duckdb:vortex-file-compressed	+5.4%	-1.1%	+6.6%	+25.6%	➖ noise
50	datafusion:vortex-compact	+2.8%	+1.6%	+1.2%	+14.9%	➖ noise
50	datafusion:vortex-file-compressed	+1.5%	+1.6%	-0.1%	+10.0%	➖ noise
50	duckdb:duckdb	-1.1%	+1.6%	-2.7%	+10.3%	➖ noise
50	duckdb:vortex-compact	+3.9%	+1.6%	+2.3%	+10.0%	➖ noise
50	duckdb:vortex-file-compressed	-0.8%	+1.6%	-2.4%	+10.0%	➖ noise
51	datafusion:vortex-compact	-1.1%	-0.4%	-0.6%	+10.0%	➖ noise
51	datafusion:vortex-file-compressed	+7.3%	-0.4%	+7.7%	+13.8%	➖ noise
51	duckdb:duckdb	-0.3%	-0.4%	+0.1%	+11.0%	➖ noise
51	duckdb:vortex-compact	+1.0%	-0.4%	+1.4%	+12.4%	➖ noise
51	duckdb:vortex-file-compressed	+17.0%	-0.4%	+17.5%	+24.0%	➖ noise
52	datafusion:vortex-compact	+0.0%	+0.4%	-0.3%	+20.1%	➖ noise
52	datafusion:vortex-file-compressed	-2.0%	+0.4%	-2.4%	+19.7%	➖ noise
52	duckdb:duckdb	+9.7%	+0.4%	+9.3%	+13.5%	➖ noise
52	duckdb:vortex-compact	+8.2%	+0.4%	+7.8%	+12.8%	➖ noise
52	duckdb:vortex-file-compressed	-1.6%	+0.4%	-2.0%	+13.2%	➖ noise
53	datafusion:vortex-compact	-0.6%	+3.7%	-4.1%	+13.3%	➖ noise
53	datafusion:vortex-file-compressed	+2.6%	+3.7%	-1.1%	+10.0%	➖ noise
53	duckdb:duckdb	+5.8%	+3.7%	+2.1%	+10.2%	➖ noise
53	duckdb:vortex-compact	+4.0%	+3.7%	+0.4%	+12.1%	➖ noise
53	duckdb:vortex-file-compressed	+2.5%	+3.7%	-1.1%	+10.0%	➖ noise
54	datafusion:vortex-compact	+0.9%	+1.5%	-0.6%	+10.0%	➖ noise
54	datafusion:vortex-file-compressed	-0.5%	+1.5%	-2.0%	+10.0%	➖ noise
54	duckdb:duckdb	+10.5%	+1.5%	+8.9%	+12.4%	➖ noise
54	duckdb:vortex-compact	-1.0%	+1.5%	-2.5%	+10.0%	➖ noise
54	duckdb:vortex-file-compressed	+0.6%	+1.5%	-0.9%	+10.0%	➖ noise
55	datafusion:vortex-compact	+2.7%	+1.9%	+0.7%	+10.0%	➖ noise
55	datafusion:vortex-file-compressed	+2.7%	+1.9%	+0.8%	+10.0%	➖ noise
55	duckdb:duckdb	+7.1%	+1.9%	+5.1%	+12.7%	➖ noise
55	duckdb:vortex-compact	+3.7%	+1.9%	+1.8%	+13.9%	➖ noise
55	duckdb:vortex-file-compressed	+5.8%	+1.9%	+3.8%	+24.4%	➖ noise
56	datafusion:vortex-compact	+3.2%	-1.7%	+5.0%	+10.0%	➖ noise
56	datafusion:vortex-file-compressed	-2.4%	-1.7%	-0.6%	+10.0%	➖ noise
56	duckdb:duckdb	+14.2%	-1.7%	+16.2%	+10.0%	🚨 regression
56	duckdb:vortex-compact	+7.2%	-1.7%	+9.1%	+10.0%	➖ noise
56	duckdb:vortex-file-compressed	-7.0%	-1.7%	-5.4%	+18.3%	➖ noise
57	datafusion:vortex-compact	-3.8%	-2.3%	-1.5%	+11.9%	➖ noise
57	datafusion:vortex-file-compressed	+1.9%	-2.3%	+4.3%	+11.6%	➖ noise
57	duckdb:duckdb	+2.4%	-2.3%	+4.8%	+10.2%	➖ noise
57	duckdb:vortex-compact	+5.4%	-2.3%	+7.9%	+11.7%	➖ noise
57	duckdb:vortex-file-compressed	+0.4%	-2.3%	+2.8%	+10.3%	➖ noise
58	datafusion:vortex-compact	+6.7%	-2.1%	+9.0%	+10.0%	➖ noise
58	datafusion:vortex-file-compressed	+2.0%	-2.1%	+4.2%	+10.0%	➖ noise
58	duckdb:duckdb	+9.0%	-2.1%	+11.3%	+13.9%	➖ noise
58	duckdb:vortex-compact	+10.2%	-2.1%	+12.6%	+14.7%	➖ noise
58	duckdb:vortex-file-compressed	+1.9%	-2.1%	+4.0%	+10.0%	➖ noise
59	datafusion:vortex-compact	+2.9%	+0.1%	+2.9%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	+0.8%	+0.1%	+0.7%	+10.0%	➖ noise
59	duckdb:duckdb	+3.3%	+0.1%	+3.2%	+10.0%	➖ noise
59	duckdb:vortex-compact	+8.0%	+0.1%	+7.9%	+10.0%	➖ noise
59	duckdb:vortex-file-compressed	-3.3%	+0.1%	-3.4%	+11.3%	➖ noise
60	datafusion:vortex-compact	+1.4%	-0.0%	+1.4%	+11.3%	➖ noise
60	datafusion:vortex-file-compressed	+1.0%	-0.0%	+1.0%	+12.8%	➖ noise
60	duckdb:duckdb	+6.9%	-0.0%	+7.0%	+10.0%	➖ noise
60	duckdb:vortex-compact	+3.3%	-0.0%	+3.4%	+10.2%	➖ noise
60	duckdb:vortex-file-compressed	+0.7%	-0.0%	+0.8%	+10.0%	➖ noise
61	datafusion:vortex-compact	+2.3%	+1.1%	+1.1%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	-1.5%	+1.1%	-2.6%	+11.1%	➖ noise
61	duckdb:duckdb	-0.6%	+1.1%	-1.6%	+10.0%	➖ noise
61	duckdb:vortex-compact	+2.3%	+1.1%	+1.2%	+10.0%	➖ noise
61	duckdb:vortex-file-compressed	-11.8%	+1.1%	-12.8%	+11.9%	✅ faster
62	datafusion:vortex-compact	-7.2%	-3.5%	-3.9%	+28.4%	➖ noise
62	datafusion:vortex-file-compressed	+20.3%	-3.5%	+24.7%	+22.6%	🚨 regression
62	duckdb:duckdb	+4.5%	-3.5%	+8.3%	+18.2%	➖ noise
62	duckdb:vortex-compact	+1.6%	-3.5%	+5.3%	+15.2%	➖ noise
62	duckdb:vortex-file-compressed	+3.1%	-3.5%	+6.9%	+15.8%	➖ noise
63	datafusion:vortex-compact	-0.1%	+0.8%	-0.9%	+10.0%	➖ noise
63	datafusion:vortex-file-compressed	+1.6%	+0.8%	+0.8%	+10.0%	➖ noise
63	duckdb:duckdb	-0.3%	+0.8%	-1.2%	+10.0%	➖ noise
63	duckdb:vortex-compact	-0.8%	+0.8%	-1.6%	+10.0%	➖ noise
63	duckdb:vortex-file-compressed	-0.2%	+0.8%	-1.0%	+10.0%	➖ noise
64	datafusion:vortex-compact	+1.2%	+0.4%	+0.8%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	+1.1%	+0.4%	+0.7%	+10.0%	➖ noise
64	duckdb:duckdb	-0.3%	+0.4%	-0.6%	+11.4%	➖ noise
64	duckdb:vortex-compact	+2.1%	+0.4%	+1.7%	+10.0%	➖ noise
64	duckdb:vortex-file-compressed	-0.1%	+0.4%	-0.5%	+10.0%	➖ noise
65	datafusion:vortex-compact	+1.5%	-0.4%	+1.9%	+10.0%	➖ noise
65	datafusion:vortex-file-compressed	+3.0%	-0.4%	+3.4%	+10.0%	➖ noise
65	duckdb:duckdb	+4.7%	-0.4%	+5.1%	+11.6%	➖ noise
65	duckdb:vortex-compact	-4.6%	-0.4%	-4.3%	+10.0%	➖ noise
65	duckdb:vortex-file-compressed	-0.0%	-0.4%	+0.3%	+10.0%	➖ noise
66	datafusion:vortex-compact	+4.2%	+0.9%	+3.3%	+12.7%	➖ noise
66	datafusion:vortex-file-compressed	+2.4%	+0.9%	+1.5%	+12.3%	➖ noise
66	duckdb:duckdb	+3.5%	+0.9%	+2.7%	+13.4%	➖ noise
66	duckdb:vortex-compact	+4.7%	+0.9%	+3.8%	+18.0%	➖ noise
66	duckdb:vortex-file-compressed	+0.6%	+0.9%	-0.3%	+10.7%	➖ noise
67	datafusion:vortex-compact	+1.7%	+0.9%	+0.8%	+10.0%	➖ noise
67	datafusion:vortex-file-compressed	-4.3%	+0.9%	-5.2%	+10.0%	➖ noise
67	duckdb:duckdb	+2.5%	+0.9%	+1.6%	+10.0%	➖ noise
67	duckdb:vortex-compact	+1.7%	+0.9%	+0.8%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	-2.1%	+0.9%	-3.0%	+10.0%	➖ noise
68	datafusion:vortex-compact	+0.6%	+3.4%	-2.7%	+10.0%	➖ noise
68	datafusion:vortex-file-compressed	-1.9%	+3.4%	-5.1%	+14.2%	➖ noise
68	duckdb:duckdb	+3.3%	+3.4%	-0.1%	+10.0%	➖ noise
68	duckdb:vortex-compact	-0.5%	+3.4%	-3.7%	+10.0%	➖ noise
68	duckdb:vortex-file-compressed	-5.8%	+3.4%	-8.9%	+14.6%	➖ noise
69	datafusion:vortex-compact	+1.9%	+3.9%	-1.9%	+10.0%	➖ noise
69	datafusion:vortex-file-compressed	-0.7%	+3.9%	-4.4%	+10.0%	➖ noise
69	duckdb:duckdb	+2.2%	+3.9%	-1.6%	+12.7%	➖ noise
69	duckdb:vortex-compact	-2.5%	+3.9%	-6.2%	+10.0%	➖ noise
69	duckdb:vortex-file-compressed	+1.6%	+3.9%	-2.2%	+10.0%	➖ noise
70	datafusion:vortex-compact	+4.6%	+2.5%	+2.0%	+13.5%	➖ noise
70	datafusion:vortex-file-compressed	-3.7%	+2.5%	-6.1%	+10.6%	➖ noise
70	duckdb:duckdb	+3.4%	+2.5%	+0.8%	+10.6%	➖ noise
70	duckdb:vortex-compact	-0.2%	+2.5%	-2.7%	+10.0%	➖ noise
70	duckdb:vortex-file-compressed	+2.6%	+2.5%	+0.1%	+10.0%	➖ noise
71	datafusion:vortex-compact	-5.0%	+2.2%	-7.0%	+10.0%	➖ noise
71	datafusion:vortex-file-compressed	+3.2%	+2.2%	+0.9%	+10.0%	➖ noise
71	duckdb:duckdb	+4.5%	+2.2%	+2.3%	+14.9%	➖ noise
71	duckdb:vortex-compact	+4.2%	+2.2%	+1.9%	+10.2%	➖ noise
71	duckdb:vortex-file-compressed	-0.3%	+2.2%	-2.5%	+19.4%	➖ noise
72	datafusion:vortex-compact	+1.7%	+0.1%	+1.5%	+10.0%	➖ noise
72	datafusion:vortex-file-compressed	+2.0%	+0.1%	+1.8%	+10.0%	➖ noise
72	duckdb:duckdb	+11.4%	+0.1%	+11.2%	+13.1%	➖ noise
72	duckdb:vortex-compact	+2.0%	+0.1%	+1.9%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	+0.0%	+0.1%	-0.1%	+10.0%	➖ noise
73	datafusion:vortex-compact	-0.0%	-1.3%	+1.3%	+10.0%	➖ noise
73	datafusion:vortex-file-compressed	+1.1%	-1.3%	+2.4%	+10.0%	➖ noise
73	duckdb:duckdb	+5.8%	-1.3%	+7.2%	+14.3%	➖ noise
73	duckdb:vortex-compact	+1.4%	-1.3%	+2.7%	+13.0%	➖ noise
73	duckdb:vortex-file-compressed	+6.9%	-1.3%	+8.3%	+13.3%	➖ noise
74	datafusion:vortex-compact	+1.4%	-0.4%	+1.8%	+10.0%	➖ noise
74	datafusion:vortex-file-compressed	+3.7%	-0.4%	+4.1%	+10.6%	➖ noise
74	duckdb:duckdb	+2.6%	-0.4%	+3.0%	+10.0%	➖ noise
74	duckdb:vortex-compact	+27.3%	-0.4%	+27.8%	+24.1%	🚨 regression
74	duckdb:vortex-file-compressed	-2.3%	-0.4%	-1.9%	+26.5%	➖ noise
75	datafusion:vortex-compact	+0.5%	-2.7%	+3.3%	+12.3%	➖ noise
75	datafusion:vortex-file-compressed	-0.9%	-2.7%	+1.9%	+11.0%	➖ noise
75	duckdb:duckdb	+0.3%	-2.7%	+3.1%	+11.5%	➖ noise
75	duckdb:vortex-compact	-0.5%	-2.7%	+2.3%	+15.4%	➖ noise
75	duckdb:vortex-file-compressed	+5.2%	-2.7%	+8.2%	+10.2%	➖ noise
76	datafusion:vortex-compact	+0.4%	-2.3%	+2.8%	+10.2%	➖ noise
76	datafusion:vortex-file-compressed	-0.1%	-2.3%	+2.2%	+10.0%	➖ noise
76	duckdb:duckdb	-0.7%	-2.3%	+1.6%	+14.8%	➖ noise
76	duckdb:vortex-compact	+2.1%	-2.3%	+4.5%	+10.0%	➖ noise
76	duckdb:vortex-file-compressed	-5.7%	-2.3%	-3.6%	+25.3%	➖ noise
77	datafusion:vortex-compact	-1.4%	-0.3%	-1.1%	+13.7%	➖ noise
77	datafusion:vortex-file-compressed	-0.7%	-0.3%	-0.4%	+19.8%	➖ noise
77	duckdb:duckdb	-1.0%	-0.3%	-0.7%	+15.5%	➖ noise
77	duckdb:vortex-compact	+1.6%	-0.3%	+1.9%	+12.2%	➖ noise
77	duckdb:vortex-file-compressed	-7.1%	-0.3%	-6.9%	+10.3%	➖ noise
78	datafusion:vortex-compact	+4.8%	+0.3%	+4.5%	+10.0%	➖ noise
78	datafusion:vortex-file-compressed	+0.7%	+0.3%	+0.4%	+10.0%	➖ noise
78	duckdb:duckdb	+8.3%	+0.3%	+8.0%	+10.0%	➖ noise
78	duckdb:vortex-compact	+1.0%	+0.3%	+0.7%	+11.2%	➖ noise
78	duckdb:vortex-file-compressed	+0.3%	+0.3%	+0.0%	+10.0%	➖ noise
79	datafusion:vortex-compact	+1.0%	+2.9%	-1.9%	+10.0%	➖ noise
79	datafusion:vortex-file-compressed	+2.5%	+2.9%	-0.4%	+10.0%	➖ noise
79	duckdb:duckdb	+3.2%	+2.9%	+0.2%	+10.0%	➖ noise
79	duckdb:vortex-compact	+3.8%	+2.9%	+0.9%	+10.0%	➖ noise
79	duckdb:vortex-file-compressed	+4.7%	+2.9%	+1.7%	+16.4%	➖ noise
80	datafusion:vortex-compact	+1.1%	+0.4%	+0.8%	+10.0%	➖ noise
80	datafusion:vortex-file-compressed	+2.9%	+0.4%	+2.5%	+10.0%	➖ noise
80	duckdb:duckdb	+9.4%	+0.4%	+9.0%	+12.8%	➖ noise
80	duckdb:vortex-compact	+11.2%	+0.4%	+10.8%	+16.0%	➖ noise
80	duckdb:vortex-file-compressed	-5.2%	+0.4%	-5.5%	+10.0%	➖ noise
81	datafusion:vortex-compact	+2.2%	+0.6%	+1.5%	+10.0%	➖ noise
81	datafusion:vortex-file-compressed	-1.4%	+0.6%	-2.0%	+10.0%	➖ noise
81	duckdb:duckdb	+0.1%	+0.6%	-0.5%	+10.0%	➖ noise
81	duckdb:vortex-compact	+9.0%	+0.6%	+8.3%	+10.0%	➖ noise
81	duckdb:vortex-file-compressed	+1.6%	+0.6%	+1.0%	+10.0%	➖ noise
82	datafusion:vortex-compact	-2.6%	-2.8%	+0.2%	+10.0%	➖ noise
82	datafusion:vortex-file-compressed	-1.2%	-2.8%	+1.6%	+17.7%	➖ noise
82	duckdb:duckdb	+5.2%	-2.8%	+8.3%	+10.2%	➖ noise
82	duckdb:vortex-compact	+5.9%	-2.8%	+8.9%	+11.0%	➖ noise
82	duckdb:vortex-file-compressed	+1.1%	-2.8%	+4.0%	+10.0%	➖ noise
83	datafusion:vortex-compact	-0.9%	-3.2%	+2.3%	+10.0%	➖ noise
83	datafusion:vortex-file-compressed	-1.6%	-3.2%	+1.6%	+10.0%	➖ noise
83	duckdb:duckdb	+20.5%	-3.2%	+24.4%	+14.5%	🚨 regression
83	duckdb:vortex-compact	+13.8%	-3.2%	+17.6%	+19.4%	➖ noise
83	duckdb:vortex-file-compressed	+9.1%	-3.2%	+12.7%	+11.0%	🚨 regression
84	datafusion:vortex-compact	+3.5%	+0.0%	+3.4%	+13.3%	➖ noise
84	datafusion:vortex-file-compressed	-1.0%	+0.0%	-1.0%	+10.0%	➖ noise
84	duckdb:duckdb	+1.1%	+0.0%	+1.1%	+13.2%	➖ noise
84	duckdb:vortex-compact	+14.7%	+0.0%	+14.7%	+10.0%	🚨 regression
84	duckdb:vortex-file-compressed	+4.0%	+0.0%	+3.9%	+10.0%	➖ noise
85	datafusion:vortex-compact	+0.6%	+1.5%	-1.0%	+11.8%	➖ noise
85	datafusion:vortex-file-compressed	+2.5%	+1.5%	+1.0%	+10.0%	➖ noise
85	duckdb:duckdb	+6.0%	+1.5%	+4.4%	+11.9%	➖ noise
85	duckdb:vortex-compact	+8.8%	+1.5%	+7.2%	+10.0%	➖ noise
85	duckdb:vortex-file-compressed	+2.8%	+1.5%	+1.2%	+10.0%	➖ noise
86	datafusion:vortex-compact	+11.1%	+0.0%	+11.1%	+19.1%	➖ noise
86	datafusion:vortex-file-compressed	-0.9%	+0.0%	-0.9%	+17.0%	➖ noise
86	duckdb:duckdb	+9.7%	+0.0%	+9.6%	+12.9%	➖ noise
86	duckdb:vortex-compact	+9.9%	+0.0%	+9.9%	+15.7%	➖ noise
86	duckdb:vortex-file-compressed	-1.4%	+0.0%	-1.4%	+13.6%	➖ noise
87	datafusion:vortex-compact	+4.7%	+1.5%	+3.1%	+10.0%	➖ noise
87	datafusion:vortex-file-compressed	-0.3%	+1.5%	-1.8%	+10.0%	➖ noise
87	duckdb:duckdb	-0.1%	+1.5%	-1.6%	+13.5%	➖ noise
87	duckdb:vortex-compact	+3.6%	+1.5%	+2.0%	+16.7%	➖ noise
87	duckdb:vortex-file-compressed	+2.9%	+1.5%	+1.3%	+10.0%	➖ noise
88	datafusion:vortex-compact	+3.1%	+0.1%	+2.9%	+10.0%	➖ noise
88	datafusion:vortex-file-compressed	+3.4%	+0.1%	+3.3%	+10.0%	➖ noise
88	duckdb:duckdb	+1.2%	+0.1%	+1.0%	+14.2%	➖ noise
88	duckdb:vortex-compact	+8.8%	+0.1%	+8.6%	+11.9%	➖ noise
88	duckdb:vortex-file-compressed	+2.0%	+0.1%	+1.9%	+10.0%	➖ noise
89	datafusion:vortex-compact	+0.8%	-1.0%	+1.8%	+10.0%	➖ noise
89	datafusion:vortex-file-compressed	+5.0%	-1.0%	+6.1%	+18.9%	➖ noise
89	duckdb:duckdb	+9.4%	-1.0%	+10.4%	+11.7%	➖ noise
89	duckdb:vortex-compact	+2.1%	-1.0%	+3.1%	+10.0%	➖ noise
89	duckdb:vortex-file-compressed	-1.7%	-1.0%	-0.7%	+10.0%	➖ noise
90	datafusion:vortex-compact	+3.2%	+6.6%	-3.2%	+48.4%	➖ noise
90	datafusion:vortex-file-compressed	+0.1%	+6.6%	-6.1%	+10.5%	➖ noise
90	duckdb:duckdb	+6.1%	+6.6%	-0.5%	+11.1%	➖ noise
90	duckdb:vortex-compact	+14.9%	+6.6%	+7.8%	+14.9%	➖ noise
90	duckdb:vortex-file-compressed	-0.3%	+6.6%	-6.5%	+29.8%	➖ noise
91	datafusion:vortex-compact	-1.2%	+1.0%	-2.1%	+10.0%	➖ noise
91	datafusion:vortex-file-compressed	+4.6%	+1.0%	+3.6%	+10.0%	➖ noise
91	duckdb:duckdb	+9.1%	+1.0%	+8.0%	+12.3%	➖ noise
91	duckdb:vortex-compact	+11.0%	+1.0%	+9.9%	+10.0%	➖ noise
91	duckdb:vortex-file-compressed	+0.1%	+1.0%	-0.9%	+10.0%	➖ noise
92	datafusion:vortex-compact	-1.1%	+6.6%	-7.3%	+13.3%	➖ noise
92	datafusion:vortex-file-compressed	+2.7%	+6.6%	-3.6%	+11.9%	➖ noise
92	duckdb:duckdb	+5.3%	+6.6%	-1.3%	+13.1%	➖ noise
92	duckdb:vortex-compact	+7.6%	+6.6%	+1.0%	+19.0%	➖ noise
92	duckdb:vortex-file-compressed	+11.3%	+6.6%	+4.4%	+18.1%	➖ noise
93	datafusion:vortex-compact	+3.7%	+3.1%	+0.6%	+10.0%	➖ noise
93	datafusion:vortex-file-compressed	-1.9%	+3.1%	-4.8%	+10.0%	➖ noise
93	duckdb:duckdb	+6.7%	+3.1%	+3.5%	+11.2%	➖ noise
93	duckdb:vortex-compact	+24.4%	+3.1%	+20.7%	+19.9%	🚨 regression
93	duckdb:vortex-file-compressed	-1.0%	+3.1%	-4.0%	+11.5%	➖ noise
94	datafusion:vortex-compact	+1.4%	+2.7%	-1.3%	+15.3%	➖ noise
94	datafusion:vortex-file-compressed	-7.5%	+2.7%	-9.9%	+14.6%	➖ noise
94	duckdb:duckdb	+7.5%	+2.7%	+4.7%	+13.0%	➖ noise
94	duckdb:vortex-compact	+9.4%	+2.7%	+6.6%	+16.8%	➖ noise
94	duckdb:vortex-file-compressed	-0.2%	+2.7%	-2.7%	+10.0%	➖ noise
95	datafusion:vortex-compact	+3.0%	+3.9%	-0.9%	+11.7%	➖ noise
95	datafusion:vortex-file-compressed	+3.3%	+3.9%	-0.6%	+10.0%	➖ noise
95	duckdb:duckdb	+14.1%	+3.9%	+9.8%	+17.1%	➖ noise
95	duckdb:vortex-compact	+6.5%	+3.9%	+2.5%	+15.0%	➖ noise
95	duckdb:vortex-file-compressed	+1.5%	+3.9%	-2.3%	+13.9%	➖ noise
96	datafusion:vortex-compact	-6.2%	+3.8%	-9.6%	+10.0%	✅ faster
96	datafusion:vortex-file-compressed	+0.0%	+3.8%	-3.7%	+10.9%	➖ noise
96	duckdb:duckdb	+9.7%	+3.8%	+5.7%	+17.6%	➖ noise
96	duckdb:vortex-compact	+5.9%	+3.8%	+2.0%	+17.4%	➖ noise
96	duckdb:vortex-file-compressed	-4.0%	+3.8%	-7.6%	+10.0%	➖ noise
97	datafusion:vortex-compact	-5.8%	+0.6%	-6.4%	+10.0%	➖ noise
97	datafusion:vortex-file-compressed	+2.1%	+0.6%	+1.5%	+10.0%	➖ noise
97	duckdb:duckdb	-2.5%	+0.6%	-3.1%	+19.3%	➖ noise
97	duckdb:vortex-compact	+2.1%	+0.6%	+1.5%	+10.0%	➖ noise
97	duckdb:vortex-file-compressed	+3.6%	+0.6%	+3.0%	+14.9%	➖ noise
98	datafusion:vortex-compact	+1.9%	+4.7%	-2.7%	+18.8%	➖ noise
98	datafusion:vortex-file-compressed	+1.4%	+4.7%	-3.1%	+12.6%	➖ noise
98	duckdb:duckdb	+8.5%	+4.7%	+3.6%	+17.0%	➖ noise
98	duckdb:vortex-compact	+9.2%	+4.7%	+4.3%	+13.1%	➖ noise
98	duckdb:vortex-file-compressed	-2.7%	+4.7%	-7.1%	+14.6%	➖ noise
99	datafusion:vortex-compact	+9.2%	+17.3%	-6.8%	+23.0%	➖ noise
99	datafusion:vortex-file-compressed	+0.9%	+17.3%	-13.9%	+25.2%	➖ noise
99	duckdb:duckdb	+2.6%	+17.3%	-12.5%	+27.3%	➖ noise
99	duckdb:vortex-compact	+6.8%	+17.3%	-8.9%	+15.6%	➖ noise
99	duckdb:vortex-file-compressed	+3.0%	+17.3%	-12.1%	+27.9%	➖ noise

[github-actions]

File Sizes: TPC-DS SF=1 on NVME

No file size changes detected.

[github-actions]

Benchmarks: FineWeb S3

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +5.2%
Vortex (geomean): 1.049x ➖
Parquet (geomean): 0.997x ➖
Shifts: Parquet (control) -0.3% · Median polish +3.7%

---

datafusion / vortex-file-compressed (1.045x ➖, 0↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	32765359	33295688	0.98
fineweb_q01/datafusion:vortex-file-compressed	550585297	499241672	1.10
fineweb_q02/datafusion:vortex-file-compressed	525960323	422693441	1.24
fineweb_q03/datafusion:vortex-file-compressed	1363250907	1379518107	0.99
fineweb_q04/datafusion:vortex-file-compressed	1374179100	1352845917	1.02
fineweb_q05/datafusion:vortex-file-compressed	1374767297	1335813112	1.03
fineweb_q06/datafusion:vortex-file-compressed	1472172123	1478102099	1.00
fineweb_q07/datafusion:vortex-file-compressed	1368799583	1368926100	1.00
fineweb_q08/datafusion:vortex-file-compressed	545577798	509813059	1.07

datafusion / vortex-compact (1.066x ➖, 0↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	42416039	35661822	1.19
fineweb_q01/datafusion:vortex-compact	620472296	552226907	1.12
fineweb_q02/datafusion:vortex-compact	561668218	574530418	0.98
fineweb_q03/datafusion:vortex-compact	1538733017	1490036024	1.03
fineweb_q04/datafusion:vortex-compact	1879412866	1707346218	1.10
fineweb_q05/datafusion:vortex-compact	1452213774	1457995214	1.00
fineweb_q06/datafusion:vortex-compact	1330537934	1284059616	1.04
fineweb_q07/datafusion:vortex-compact	1237084437	1139648632	1.09
fineweb_q08/datafusion:vortex-compact	386653131	362826256	1.07

datafusion / parquet (0.989x ➖, 0↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	946199070	990692103	0.96
fineweb_q01/datafusion:parquet	1601959742	1668966641	0.96
fineweb_q02/datafusion:parquet	1791353798	1756600215	1.02
fineweb_q03/datafusion:parquet	1597352957	1653202538	0.97
fineweb_q04/datafusion:parquet	1678675231	1769062928	0.95
fineweb_q05/datafusion:parquet	1765171443	1812986261	0.97
fineweb_q06/datafusion:parquet	1818832095	1727935516	1.05
fineweb_q07/datafusion:parquet	1626243819	1695262255	0.96
fineweb_q08/datafusion:parquet	1753874476	1634918837	1.07

duckdb / vortex-file-compressed (1.094x ➖, 0↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	90063134	75436630	1.19
fineweb_q01/duckdb:vortex-file-compressed	545483969	601483226	0.91
fineweb_q02/duckdb:vortex-file-compressed	518422587	452872695	1.14
fineweb_q03/duckdb:vortex-file-compressed	1602328566	1584115520	1.01
fineweb_q04/duckdb:vortex-file-compressed	1677156389	1537054359	1.09
fineweb_q05/duckdb:vortex-file-compressed	1602760254	1420781739	1.13
fineweb_q06/duckdb:vortex-file-compressed	1780842027	1601788648	1.11
fineweb_q07/duckdb:vortex-file-compressed	1972106111	1565089440	1.26
fineweb_q08/duckdb:vortex-file-compressed	674239252	648830354	1.04

duckdb / vortex-compact (0.993x ➖, 1↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact 🚀	59653813	93531736	0.64
fineweb_q01/duckdb:vortex-compact	560240642	571432697	0.98
fineweb_q02/duckdb:vortex-compact	575327862	580648423	0.99
fineweb_q03/duckdb:vortex-compact	1794550958	1705415579	1.05
fineweb_q04/duckdb:vortex-compact	1924536137	1794854206	1.07
fineweb_q05/duckdb:vortex-compact	1698457296	1555774610	1.09
fineweb_q06/duckdb:vortex-compact	1546671598	1488267921	1.04
fineweb_q07/duckdb:vortex-compact	1461404189	1435410367	1.02
fineweb_q08/duckdb:vortex-compact	547876773	472181559	1.16

duckdb / parquet (1.005x ➖, 0↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1288155553	1088970725	1.18
fineweb_q01/duckdb:parquet	1380062558	1336008818	1.03
fineweb_q02/duckdb:parquet	1360334443	1394896995	0.98
fineweb_q03/duckdb:parquet	3585371212	3620933997	0.99
fineweb_q04/duckdb:parquet	1885153828	2009845789	0.94
fineweb_q05/duckdb:parquet	1999285773	2123138643	0.94
fineweb_q06/duckdb:parquet	4133107808	4198420067	0.98
fineweb_q07/duckdb:parquet	2556693775	2549343265	1.00
fineweb_q08/duckdb:parquet	1089941746	1073758429	1.02

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+18.9%	+6.3%	+11.9%	+156.8%	➖ noise
0	datafusion:vortex-file-compressed	-1.6%	+6.3%	-7.4%	+126.5%	➖ noise
0	duckdb:vortex-compact	-36.2%	+6.3%	-40.0%	+46.9%	✅ faster
0	duckdb:vortex-file-compressed	+19.4%	+6.3%	+12.3%	+52.8%	➖ noise
1	datafusion:vortex-compact	+12.4%	-0.4%	+12.8%	+41.2%	➖ noise
1	datafusion:vortex-file-compressed	+10.3%	-0.4%	+10.8%	+53.3%	➖ noise
1	duckdb:vortex-compact	-2.0%	-0.4%	-1.5%	+35.9%	➖ noise
1	duckdb:vortex-file-compressed	-9.3%	-0.4%	-8.9%	+30.0%	➖ noise
2	datafusion:vortex-compact	-2.2%	-0.3%	-2.0%	+30.0%	➖ noise
2	datafusion:vortex-file-compressed	+24.4%	-0.3%	+24.8%	+30.0%	➖ noise
2	duckdb:vortex-compact	-0.9%	-0.3%	-0.6%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	+14.5%	-0.3%	+14.8%	+30.0%	➖ noise
3	datafusion:vortex-compact	+3.3%	-2.2%	+5.6%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	-1.2%	-2.2%	+1.0%	+30.0%	➖ noise
3	duckdb:vortex-compact	+5.2%	-2.2%	+7.6%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	+1.1%	-2.2%	+3.4%	+30.0%	➖ noise
4	datafusion:vortex-compact	+10.1%	-5.7%	+16.7%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	+1.6%	-5.7%	+7.7%	+30.0%	➖ noise
4	duckdb:vortex-compact	+7.2%	-5.7%	+13.7%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+9.1%	-5.7%	+15.7%	+30.0%	➖ noise
5	datafusion:vortex-compact	-0.4%	-4.2%	+4.0%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	+2.9%	-4.2%	+7.5%	+30.0%	➖ noise
5	duckdb:vortex-compact	+9.2%	-4.2%	+14.0%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+12.8%	-4.2%	+17.8%	+30.0%	➖ noise
6	datafusion:vortex-compact	+3.6%	+1.8%	+1.8%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-0.4%	+1.8%	-2.2%	+30.0%	➖ noise
6	duckdb:vortex-compact	+3.9%	+1.8%	+2.1%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+11.2%	+1.8%	+9.2%	+30.0%	➖ noise
7	datafusion:vortex-compact	+8.5%	-1.9%	+10.7%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-0.0%	-1.9%	+1.9%	+30.0%	➖ noise
7	duckdb:vortex-compact	+1.8%	-1.9%	+3.8%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+26.0%	-1.9%	+28.5%	+30.0%	➖ noise
8	datafusion:vortex-compact	+6.6%	+4.4%	+2.1%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+7.0%	+4.4%	+2.6%	+30.0%	➖ noise
8	duckdb:vortex-compact	+16.0%	+4.4%	+11.2%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+3.9%	+4.4%	-0.4%	+30.0%	➖ noise

[github-actions]

🚨🚨🚨❌❌❌ SQL BENCHMARK FAILED ❌❌❌🚨🚨🚨

Benchmark Clickbench on NVME failed! Check the workflow run for details.

[github-actions]

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -1.5%
Vortex (geomean): 0.985x ➖
Parquet (geomean): 1.004x ➖
Shifts: Parquet (control) +0.4% · Median polish -0.5%

---

datafusion / vortex-file-compressed (0.997x ➖, 0↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	392178449	407188624	0.96
tpch_q02/datafusion:vortex-file-compressed	108209208	108858061	0.99
tpch_q03/datafusion:vortex-file-compressed	221382903	223710205	0.99
tpch_q04/datafusion:vortex-file-compressed	116990190	119458660	0.98
tpch_q05/datafusion:vortex-file-compressed	380380928	382873304	0.99
tpch_q06/datafusion:vortex-file-compressed	46185005	48029372	0.96
tpch_q07/datafusion:vortex-file-compressed	516171242	510173292	1.01
tpch_q08/datafusion:vortex-file-compressed	366843769	365627428	1.00
tpch_q09/datafusion:vortex-file-compressed	644152704	642249504	1.00
tpch_q10/datafusion:vortex-file-compressed	238594748	236337577	1.01
tpch_q11/datafusion:vortex-file-compressed	84897599	83302873	1.02
tpch_q12/datafusion:vortex-file-compressed	124545671	125842435	0.99
tpch_q13/datafusion:vortex-file-compressed	219726166	219533974	1.00
tpch_q14/datafusion:vortex-file-compressed	58916229	59267117	0.99
tpch_q15/datafusion:vortex-file-compressed	110747898	110204759	1.00
tpch_q16/datafusion:vortex-file-compressed	78839247	77689411	1.01
tpch_q17/datafusion:vortex-file-compressed	647986743	645983638	1.00
tpch_q18/datafusion:vortex-file-compressed	862886237	850375766	1.01
tpch_q19/datafusion:vortex-file-compressed	94285961	96657060	0.98
tpch_q20/datafusion:vortex-file-compressed	170699440	170654011	1.00
tpch_q21/datafusion:vortex-file-compressed	666896911	665654700	1.00
tpch_q22/datafusion:vortex-file-compressed	65840515	65526617	1.00

datafusion / vortex-compact (0.974x ➖, 2↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	439820599	447974274	0.98
tpch_q02/datafusion:vortex-compact	112614414	111309720	1.01
tpch_q03/datafusion:vortex-compact	221522700	221744662	1.00
tpch_q04/datafusion:vortex-compact	125598826	124144288	1.01
tpch_q05/datafusion:vortex-compact	384640031	382702669	1.01
tpch_q06/datafusion:vortex-compact	66258313	70624731	0.94
tpch_q07/datafusion:vortex-compact 🚀	531025860	601386610	0.88
tpch_q08/datafusion:vortex-compact 🚀	371200910	424141603	0.88
tpch_q09/datafusion:vortex-compact	653751214	651881665	1.00
tpch_q10/datafusion:vortex-compact	255102752	252954926	1.01
tpch_q11/datafusion:vortex-compact	87030716	86556843	1.01
tpch_q12/datafusion:vortex-compact	169179114	173545301	0.97
tpch_q13/datafusion:vortex-compact	269822273	272123933	0.99
tpch_q14/datafusion:vortex-compact	74627680	77901019	0.96
tpch_q15/datafusion:vortex-compact	166880379	165948736	1.01
tpch_q16/datafusion:vortex-compact	81121497	80711590	1.01
tpch_q17/datafusion:vortex-compact	649153084	672512748	0.97
tpch_q18/datafusion:vortex-compact	851577026	898987052	0.95
tpch_q19/datafusion:vortex-compact	134225293	139836785	0.96
tpch_q20/datafusion:vortex-compact	193792347	205764276	0.94
tpch_q21/datafusion:vortex-compact	671512191	707570990	0.95
tpch_q22/datafusion:vortex-compact	74462437	73268819	1.02

datafusion / parquet (0.996x ➖, 0↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	481047627	503045965	0.96
tpch_q02/datafusion:parquet	178431607	189115652	0.94
tpch_q03/datafusion:parquet	292245491	310235385	0.94
tpch_q04/datafusion:parquet	133734146	134540448	0.99
tpch_q05/datafusion:parquet	455119664	448780628	1.01
tpch_q06/datafusion:parquet	132532723	128779833	1.03
tpch_q07/datafusion:parquet	623125897	634168029	0.98
tpch_q08/datafusion:parquet	481412940	476223217	1.01
tpch_q09/datafusion:parquet	773061420	762382644	1.01
tpch_q10/datafusion:parquet	509903419	509101186	1.00
tpch_q11/datafusion:parquet	125943552	123967969	1.02
tpch_q12/datafusion:parquet	209427261	207528215	1.01
tpch_q13/datafusion:parquet	343289934	338682177	1.01
tpch_q14/datafusion:parquet	167206291	168344007	0.99
tpch_q15/datafusion:parquet	264414200	266365011	0.99
tpch_q16/datafusion:parquet	129444335	132069769	0.98
tpch_q17/datafusion:parquet	705580554	696864288	1.01
tpch_q18/datafusion:parquet	903612226	913419687	0.99
tpch_q19/datafusion:parquet	298992678	292145072	1.02
tpch_q20/datafusion:parquet	304483722	301335492	1.01
tpch_q21/datafusion:parquet	724659034	722883396	1.00
tpch_q22/datafusion:parquet	212660600	216094793	0.98

datafusion / arrow (1.011x ➖, 0↑ 1↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	620340473	601460360	1.03
tpch_q02/datafusion:arrow	164974549	163749241	1.01
tpch_q03/datafusion:arrow	492351362	481662956	1.02
tpch_q04/datafusion:arrow	362946790	354429719	1.02
tpch_q05/datafusion:arrow	972422924	961202822	1.01
tpch_q06/datafusion:arrow	303799892	296584407	1.02
tpch_q07/datafusion:arrow	1212436379	1231599296	0.98
tpch_q08/datafusion:arrow	1204809298	1198591144	1.01
tpch_q09/datafusion:arrow	1389431169	1386048724	1.00
tpch_q10/datafusion:arrow	610153998	621496429	0.98
tpch_q11/datafusion:arrow	140585968	139074858	1.01
tpch_q12/datafusion:arrow 🚨	814052286	735293195	1.11
tpch_q13/datafusion:arrow	512742994	512681636	1.00
tpch_q14/datafusion:arrow	337876567	336476703	1.00
tpch_q15/datafusion:arrow	733008571	720837048	1.02
tpch_q16/datafusion:arrow	107736382	104147932	1.03
tpch_q17/datafusion:arrow	1365540080	1357899256	1.01
tpch_q18/datafusion:arrow	1921574692	1923713242	1.00
tpch_q19/datafusion:arrow	498611737	505082328	0.99
tpch_q20/datafusion:arrow	505528371	499315819	1.01
tpch_q21/datafusion:arrow	3039132683	3062105643	0.99
tpch_q22/datafusion:arrow	131781206	134469146	0.98

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

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	171624104	171926386	1.00
tpch_q02/duckdb:vortex-file-compressed	51309458	52177140	0.98
tpch_q03/duckdb:vortex-file-compressed	130382435	132913823	0.98
tpch_q04/duckdb:vortex-file-compressed	156315386	155393113	1.01
tpch_q05/duckdb:vortex-file-compressed	132125753	129740972	1.02
tpch_q06/duckdb:vortex-file-compressed	51181092	49184581	1.04
tpch_q07/duckdb:vortex-file-compressed	151385759	149807137	1.01
tpch_q08/duckdb:vortex-file-compressed	176984211	176023985	1.01
tpch_q09/duckdb:vortex-file-compressed	327353290	326248072	1.00
tpch_q10/duckdb:vortex-file-compressed	149673351	148085130	1.01
tpch_q11/duckdb:vortex-file-compressed	32701159	32666064	1.00
tpch_q12/duckdb:vortex-file-compressed	97984671	96215606	1.02
tpch_q13/duckdb:vortex-file-compressed	231860215	236974431	0.98
tpch_q14/duckdb:vortex-file-compressed	68958525	68971597	1.00
tpch_q15/duckdb:vortex-file-compressed	88895715	88797207	1.00
tpch_q16/duckdb:vortex-file-compressed	81207221	80819375	1.00
tpch_q17/duckdb:vortex-file-compressed	100055899	104793672	0.95
tpch_q18/duckdb:vortex-file-compressed	292915085	298254872	0.98
tpch_q19/duckdb:vortex-file-compressed	86083252	87387137	0.99
tpch_q20/duckdb:vortex-file-compressed	163463060	169585586	0.96
tpch_q21/duckdb:vortex-file-compressed	582097183	608978872	0.96
tpch_q22/duckdb:vortex-file-compressed	71826388	73476905	0.98

duckdb / vortex-compact (0.976x ➖, 0↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	228781509	234299024	0.98
tpch_q02/duckdb:vortex-compact	58917018	58074624	1.01
tpch_q03/duckdb:vortex-compact	140454335	146193153	0.96
tpch_q04/duckdb:vortex-compact	175936963	177573548	0.99
tpch_q05/duckdb:vortex-compact	147480941	151128185	0.98
tpch_q06/duckdb:vortex-compact	83840703	87738553	0.96
tpch_q07/duckdb:vortex-compact	199238074	206236179	0.97
tpch_q08/duckdb:vortex-compact	191033334	195028554	0.98
tpch_q09/duckdb:vortex-compact	355365009	366832378	0.97
tpch_q10/duckdb:vortex-compact	180742213	185232983	0.98
tpch_q11/duckdb:vortex-compact	40503471	42262431	0.96
tpch_q12/duckdb:vortex-compact	203734792	206869854	0.98
tpch_q13/duckdb:vortex-compact	283036149	288553138	0.98
tpch_q14/duckdb:vortex-compact	100918429	103214457	0.98
tpch_q15/duckdb:vortex-compact	116861561	116869539	1.00
tpch_q16/duckdb:vortex-compact	83390193	86845477	0.96
tpch_q17/duckdb:vortex-compact	113718880	117193201	0.97
tpch_q18/duckdb:vortex-compact	287337288	300467384	0.96
tpch_q19/duckdb:vortex-compact	109034583	109791307	0.99
tpch_q20/duckdb:vortex-compact	204956094	211097812	0.97
tpch_q21/duckdb:vortex-compact	626941013	645109258	0.97
tpch_q22/duckdb:vortex-compact	86212945	87430948	0.99

duckdb / parquet (1.012x ➖, 0↑ 1↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	257591982	257089758	1.00
tpch_q02/duckdb:parquet	89579435	89799573	1.00
tpch_q03/duckdb:parquet	210704035	215343362	0.98
tpch_q04/duckdb:parquet	135082133	133631163	1.01
tpch_q05/duckdb:parquet	217371393	215209619	1.01
tpch_q06/duckdb:parquet	65878855	67496310	0.98
tpch_q07/duckdb:parquet	185135676	182877717	1.01
tpch_q08/duckdb:parquet	260961579	254240429	1.03
tpch_q09/duckdb:parquet	500319203	486997848	1.03
tpch_q10/duckdb:parquet	621275682	612821612	1.01
tpch_q11/duckdb:parquet	61251713	57162569	1.07
tpch_q12/duckdb:parquet	124122713	124265606	1.00
tpch_q13/duckdb:parquet	453493697	448037311	1.01
tpch_q14/duckdb:parquet	173390243	174249229	1.00
tpch_q15/duckdb:parquet	100052749	96307867	1.04
tpch_q16/duckdb:parquet 🚨	163946416	147132472	1.11
tpch_q17/duckdb:parquet	175751048	176456779	1.00
tpch_q18/duckdb:parquet	356639281	353855330	1.01
tpch_q19/duckdb:parquet	287344581	289405067	0.99
tpch_q20/duckdb:parquet	229843623	230920892	1.00
tpch_q21/duckdb:parquet	568902197	559124612	1.02
tpch_q22/duckdb:parquet	289434423	294658758	0.98

duckdb / duckdb (0.983x ➖, 0↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	118052177	118662630	0.99
tpch_q02/duckdb:duckdb	49247971	46662290	1.06
tpch_q03/duckdb:duckdb	98974104	102026134	0.97
tpch_q04/duckdb:duckdb	134806413	138682769	0.97
tpch_q05/duckdb:duckdb	112024182	114337523	0.98
tpch_q06/duckdb:duckdb	37872861	37996008	1.00
tpch_q07/duckdb:duckdb	87358781	90758185	0.96
tpch_q08/duckdb:duckdb	112317105	113971654	0.99
tpch_q09/duckdb:duckdb	283307805	285210967	0.99
tpch_q10/duckdb:duckdb	210469946	211808533	0.99
tpch_q11/duckdb:duckdb	15814956	15869206	1.00
tpch_q12/duckdb:duckdb	86361463	87381102	0.99
tpch_q13/duckdb:duckdb	224783292	231174768	0.97
tpch_q14/duckdb:duckdb	70632071	73746116	0.96
tpch_q15/duckdb:duckdb	78277480	80406891	0.97
tpch_q16/duckdb:duckdb	74979174	77172434	0.97
tpch_q17/duckdb:duckdb	84842243	86508722	0.98
tpch_q18/duckdb:duckdb	213410630	220953726	0.97
tpch_q19/duckdb:duckdb	117259796	121947581	0.96
tpch_q20/duckdb:duckdb	112352622	113711731	0.99
tpch_q21/duckdb:duckdb	302992711	316092471	0.96
tpch_q22/duckdb:duckdb	70205858	68891596	1.02

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+3.1%	-2.1%	+5.4%	+10.0%	➖ noise
1	datafusion:vortex-compact	-1.8%	-2.1%	+0.3%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	-3.7%	-2.1%	-1.6%	+10.0%	➖ noise
1	duckdb:duckdb	-0.5%	-2.1%	+1.6%	+10.0%	➖ noise
1	duckdb:vortex-compact	-2.4%	-2.1%	-0.2%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	-0.2%	-2.1%	+2.0%	+10.0%	➖ noise
2	datafusion:arrow	+0.7%	-3.0%	+3.8%	+10.0%	➖ noise
2	datafusion:vortex-compact	+1.2%	-3.0%	+4.3%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-0.6%	-3.0%	+2.5%	+10.0%	➖ noise
2	duckdb:duckdb	+5.5%	-3.0%	+8.8%	+10.0%	➖ noise
2	duckdb:vortex-compact	+1.5%	-3.0%	+4.6%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-1.7%	-3.0%	+1.4%	+10.0%	➖ noise
3	datafusion:arrow	+2.2%	-4.0%	+6.5%	+10.0%	➖ noise
3	datafusion:vortex-compact	-0.1%	-4.0%	+4.1%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-1.0%	-4.0%	+3.1%	+10.0%	➖ noise
3	duckdb:duckdb	-3.0%	-4.0%	+1.0%	+10.0%	➖ noise
3	duckdb:vortex-compact	-3.9%	-4.0%	+0.1%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-1.9%	-4.0%	+2.2%	+10.0%	➖ noise
4	datafusion:arrow	+2.4%	+0.2%	+2.2%	+10.0%	➖ noise
4	datafusion:vortex-compact	+1.2%	+0.2%	+0.9%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-2.1%	+0.2%	-2.3%	+10.0%	➖ noise
4	duckdb:duckdb	-2.8%	+0.2%	-3.0%	+10.0%	➖ noise
4	duckdb:vortex-compact	-0.9%	+0.2%	-1.2%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+0.6%	+0.2%	+0.4%	+10.0%	➖ noise
5	datafusion:arrow	+1.2%	+1.2%	-0.0%	+10.0%	➖ noise
5	datafusion:vortex-compact	+0.5%	+1.2%	-0.7%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-0.7%	+1.2%	-1.8%	+10.0%	➖ noise
5	duckdb:duckdb	-2.0%	+1.2%	-3.2%	+10.0%	➖ noise
5	duckdb:vortex-compact	-2.4%	+1.2%	-3.6%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+1.8%	+1.2%	+0.6%	+10.0%	➖ noise
6	datafusion:arrow	+2.4%	+0.2%	+2.2%	+10.0%	➖ noise
6	datafusion:vortex-compact	-6.2%	+0.2%	-6.4%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-3.8%	+0.2%	-4.1%	+10.0%	➖ noise
6	duckdb:duckdb	-0.3%	+0.2%	-0.5%	+10.8%	➖ noise
6	duckdb:vortex-compact	-4.4%	+0.2%	-4.7%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+4.1%	+0.2%	+3.8%	+10.0%	➖ noise
7	datafusion:arrow	-1.6%	-0.3%	-1.3%	+10.0%	➖ noise
7	datafusion:vortex-compact	-11.7%	-0.3%	-11.5%	+10.0%	✅ faster
7	datafusion:vortex-file-compressed	+1.2%	-0.3%	+1.4%	+10.0%	➖ noise
7	duckdb:duckdb	-3.7%	-0.3%	-3.5%	+10.0%	➖ noise
7	duckdb:vortex-compact	-3.4%	-0.3%	-3.1%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+1.1%	-0.3%	+1.3%	+10.0%	➖ noise
8	datafusion:arrow	+0.5%	+1.9%	-1.3%	+10.0%	➖ noise
8	datafusion:vortex-compact	-12.5%	+1.9%	-14.1%	+10.0%	✅ faster
8	datafusion:vortex-file-compressed	+0.3%	+1.9%	-1.5%	+10.0%	➖ noise
8	duckdb:duckdb	-1.5%	+1.9%	-3.3%	+10.0%	➖ noise
8	duckdb:vortex-compact	-2.0%	+1.9%	-3.8%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+0.5%	+1.9%	-1.3%	+10.0%	➖ noise
9	datafusion:arrow	+0.2%	+2.1%	-1.8%	+10.0%	➖ noise
9	datafusion:vortex-compact	+0.3%	+2.1%	-1.7%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+0.3%	+2.1%	-1.7%	+10.0%	➖ noise
9	duckdb:duckdb	-0.7%	+2.1%	-2.7%	+10.0%	➖ noise
9	duckdb:vortex-compact	-3.1%	+2.1%	-5.1%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+0.3%	+2.1%	-1.7%	+10.0%	➖ noise
10	datafusion:arrow	-1.8%	+0.8%	-2.6%	+10.0%	➖ noise
10	datafusion:vortex-compact	+0.8%	+0.8%	+0.1%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+1.0%	+0.8%	+0.2%	+10.0%	➖ noise
10	duckdb:duckdb	-0.6%	+0.8%	-1.4%	+10.0%	➖ noise
10	duckdb:vortex-compact	-2.4%	+0.8%	-3.2%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+1.1%	+0.8%	+0.3%	+10.0%	➖ noise
11	datafusion:arrow	+1.1%	+4.3%	-3.1%	+10.9%	➖ noise
11	datafusion:vortex-compact	+0.5%	+4.3%	-3.6%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+1.9%	+4.3%	-2.3%	+10.0%	➖ noise
11	duckdb:duckdb	-0.3%	+4.3%	-4.5%	+12.7%	➖ noise
11	duckdb:vortex-compact	-4.2%	+4.3%	-8.1%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+0.1%	+4.3%	-4.1%	+10.2%	➖ noise
12	datafusion:arrow	+10.7%	+0.4%	+10.3%	+36.2%	➖ noise
12	datafusion:vortex-compact	-2.5%	+0.4%	-2.9%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-1.0%	+0.4%	-1.4%	+10.0%	➖ noise
12	duckdb:duckdb	-1.2%	+0.4%	-1.6%	+10.0%	➖ noise
12	duckdb:vortex-compact	-1.5%	+0.4%	-1.9%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	+1.8%	+0.4%	+1.4%	+10.0%	➖ noise
13	datafusion:arrow	+0.0%	+1.3%	-1.3%	+10.0%	➖ noise
13	datafusion:vortex-compact	-0.8%	+1.3%	-2.1%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+0.1%	+1.3%	-1.2%	+10.0%	➖ noise
13	duckdb:duckdb	-2.8%	+1.3%	-4.0%	+10.0%	➖ noise
13	duckdb:vortex-compact	-1.9%	+1.3%	-3.2%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-2.2%	+1.3%	-3.4%	+10.0%	➖ noise
14	datafusion:arrow	+0.4%	-0.6%	+1.0%	+10.0%	➖ noise
14	datafusion:vortex-compact	-4.2%	-0.6%	-3.6%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-0.6%	-0.6%	-0.0%	+10.0%	➖ noise
14	duckdb:duckdb	-4.2%	-0.6%	-3.7%	+10.0%	➖ noise
14	duckdb:vortex-compact	-2.2%	-0.6%	-1.6%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-0.0%	-0.6%	+0.6%	+10.0%	➖ noise
15	datafusion:arrow	+1.7%	+1.6%	+0.1%	+10.0%	➖ noise
15	datafusion:vortex-compact	+0.6%	+1.6%	-1.0%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+0.5%	+1.6%	-1.0%	+10.0%	➖ noise
15	duckdb:duckdb	-2.6%	+1.6%	-4.1%	+10.0%	➖ noise
15	duckdb:vortex-compact	-0.0%	+1.6%	-1.5%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+0.1%	+1.6%	-1.4%	+10.0%	➖ noise
16	datafusion:arrow	+3.4%	+4.5%	-1.0%	+10.0%	➖ noise
16	datafusion:vortex-compact	+0.5%	+4.5%	-3.8%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+1.5%	+4.5%	-2.9%	+10.0%	➖ noise
16	duckdb:duckdb	-2.8%	+4.5%	-7.0%	+10.0%	➖ noise
16	duckdb:vortex-compact	-4.0%	+4.5%	-8.1%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	+0.5%	+4.5%	-3.9%	+10.0%	➖ noise
17	datafusion:arrow	+0.6%	+0.4%	+0.1%	+10.0%	➖ noise
17	datafusion:vortex-compact	-3.5%	+0.4%	-3.9%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+0.3%	+0.4%	-0.1%	+10.0%	➖ noise
17	duckdb:duckdb	-1.9%	+0.4%	-2.3%	+10.0%	➖ noise
17	duckdb:vortex-compact	-3.0%	+0.4%	-3.4%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	-4.5%	+0.4%	-4.9%	+10.0%	➖ noise
18	datafusion:arrow	-0.1%	-0.1%	+0.0%	+10.0%	➖ noise
18	datafusion:vortex-compact	-5.3%	-0.1%	-5.1%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+1.5%	-0.1%	+1.6%	+10.0%	➖ noise
18	duckdb:duckdb	-3.4%	-0.1%	-3.3%	+10.0%	➖ noise
18	duckdb:vortex-compact	-4.4%	-0.1%	-4.2%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-1.8%	-0.1%	-1.6%	+10.0%	➖ noise
19	datafusion:arrow	-1.3%	+0.8%	-2.1%	+10.0%	➖ noise
19	datafusion:vortex-compact	-4.0%	+0.8%	-4.8%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-2.5%	+0.8%	-3.2%	+10.0%	➖ noise
19	duckdb:duckdb	-3.8%	+0.8%	-4.6%	+10.0%	➖ noise
19	duckdb:vortex-compact	-0.7%	+0.8%	-1.5%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	-1.5%	+0.8%	-2.3%	+10.0%	➖ noise
20	datafusion:arrow	+1.2%	+0.3%	+1.0%	+10.0%	➖ noise
20	datafusion:vortex-compact	-5.8%	+0.3%	-6.1%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	+0.0%	+0.3%	-0.3%	+10.0%	➖ noise
20	duckdb:duckdb	-1.2%	+0.3%	-1.5%	+10.0%	➖ noise
20	duckdb:vortex-compact	-2.9%	+0.3%	-3.2%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	-3.6%	+0.3%	-3.9%	+10.0%	➖ noise
21	datafusion:arrow	-0.8%	+1.0%	-1.7%	+10.0%	➖ noise
21	datafusion:vortex-compact	-5.1%	+1.0%	-6.0%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	+0.2%	+1.0%	-0.8%	+10.0%	➖ noise
21	duckdb:duckdb	-4.1%	+1.0%	-5.1%	+10.0%	➖ noise
21	duckdb:vortex-compact	-2.8%	+1.0%	-3.8%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	-4.4%	+1.0%	-5.4%	+10.0%	➖ noise
22	datafusion:arrow	-2.0%	-1.7%	-0.3%	+10.0%	➖ noise
22	datafusion:vortex-compact	+1.6%	-1.7%	+3.4%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+0.5%	-1.7%	+2.2%	+10.0%	➖ noise
22	duckdb:duckdb	+1.9%	-1.7%	+3.7%	+10.0%	➖ noise
22	duckdb:vortex-compact	-1.4%	-1.7%	+0.3%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-2.2%	-1.7%	-0.6%	+10.0%	➖ noise

[github-actions]

File Sizes: TPC-H SF=10 on NVME

No file size changes detected.

[github-actions]

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.6%
Vortex (geomean): 1.004x ➖
Parquet (geomean): 0.998x ➖
Shifts: Parquet (control) -0.2% · Median polish -0.5%

---

duckdb / vortex-file-compressed (1.013x ➖, 0↑ 1↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	12152587	12199644	1.00
statpopgen_q01/duckdb:vortex-file-compressed 🚨	28156849	22119540	1.27
statpopgen_q02/duckdb:vortex-file-compressed	1412724514	1423607705	0.99
statpopgen_q03/duckdb:vortex-file-compressed	3237792236	3253804446	1.00
statpopgen_q04/duckdb:vortex-file-compressed	3141466835	3202719611	0.98
statpopgen_q05/duckdb:vortex-file-compressed	1514351304	1500678976	1.01
statpopgen_q06/duckdb:vortex-file-compressed	2187666769	2209593043	0.99
statpopgen_q07/duckdb:vortex-file-compressed	223146112	227371421	0.98
statpopgen_q08/duckdb:vortex-file-compressed	266629991	276327887	0.96
statpopgen_q09/duckdb:vortex-file-compressed	2999433933	3012917110	1.00
statpopgen_q10/duckdb:vortex-file-compressed	4831225160	4822639391	1.00

duckdb / vortex-compact (0.995x ➖, 0↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	12002621	11903251	1.01
statpopgen_q01/duckdb:vortex-compact	170142933	170163478	1.00
statpopgen_q02/duckdb:vortex-compact	1837100626	1866713478	0.98
statpopgen_q03/duckdb:vortex-compact	3523670141	3535839121	1.00
statpopgen_q04/duckdb:vortex-compact	3607105446	3568343460	1.01
statpopgen_q05/duckdb:vortex-compact	1874762162	1921907329	0.98
statpopgen_q06/duckdb:vortex-compact	2702429912	2739160668	0.99
statpopgen_q07/duckdb:vortex-compact	912404474	902358991	1.01
statpopgen_q08/duckdb:vortex-compact	947495985	935727584	1.01
statpopgen_q09/duckdb:vortex-compact	3325539772	3408554384	0.98
statpopgen_q10/duckdb:vortex-compact	5438549523	5515004213	0.99

duckdb / parquet (0.998x ➖, 0↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	334111514	336066329	0.99
statpopgen_q01/duckdb:parquet	419371727	421828192	0.99
statpopgen_q02/duckdb:parquet	1002454120	1012547758	0.99
statpopgen_q03/duckdb:parquet	1505849938	1522086295	0.99
statpopgen_q04/duckdb:parquet	1517088257	1539405815	0.99
statpopgen_q05/duckdb:parquet	1009631844	1032293339	0.98
statpopgen_q06/duckdb:parquet	1512510511	1523644476	0.99
statpopgen_q07/duckdb:parquet	1353159144	1344779993	1.01
statpopgen_q08/duckdb:parquet	1351768721	1347064443	1.00
statpopgen_q09/duckdb:parquet	1407811672	1338884521	1.05
statpopgen_q10/duckdb:parquet	2681416532	2693851876	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	+0.8%	-0.6%	+1.4%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	-0.4%	-0.6%	+0.2%	+14.4%	➖ noise
1	duckdb:vortex-compact	-0.0%	-0.6%	+0.6%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	+27.3%	-0.6%	+28.0%	+195.8%	➖ noise
2	duckdb:vortex-compact	-1.6%	-1.0%	-0.6%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-0.8%	-1.0%	+0.2%	+10.0%	➖ noise
3	duckdb:vortex-compact	-0.3%	-1.1%	+0.7%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-0.5%	-1.1%	+0.6%	+10.0%	➖ noise
4	duckdb:vortex-compact	+1.1%	-1.4%	+2.6%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-1.9%	-1.4%	-0.5%	+10.0%	➖ noise
5	duckdb:vortex-compact	-2.5%	-2.2%	-0.3%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+0.9%	-2.2%	+3.2%	+10.0%	➖ noise
6	duckdb:vortex-compact	-1.3%	-0.7%	-0.6%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-1.0%	-0.7%	-0.3%	+10.0%	➖ noise
7	duckdb:vortex-compact	+1.1%	+0.6%	+0.5%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-1.9%	+0.6%	-2.5%	+10.8%	➖ noise
8	duckdb:vortex-compact	+1.3%	+0.3%	+0.9%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-3.5%	+0.3%	-3.8%	+10.0%	➖ noise
9	duckdb:vortex-compact	-2.4%	+5.1%	-7.2%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-0.4%	+5.1%	-5.3%	+10.0%	➖ noise
10	duckdb:vortex-compact	-1.4%	-0.5%	-0.9%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+0.2%	-0.5%	+0.6%	+10.0%	➖ noise

[github-actions]

File Sizes: Statistical and Population Genetics

No file size changes detected.

[github-actions]

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -0.0%
Vortex (geomean): 0.968x ➖
Parquet (geomean): 0.968x ➖
Shifts: Parquet (control) -3.2% · Median polish -1.2%

---

datafusion / vortex-file-compressed (0.986x ➖, 0↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	244519462	260952142	0.94
tpch_q02/datafusion:vortex-file-compressed	394541330	382219391	1.03
tpch_q03/datafusion:vortex-file-compressed	401112672	391650479	1.02
tpch_q04/datafusion:vortex-file-compressed	228212179	234108802	0.97
tpch_q05/datafusion:vortex-file-compressed	395728168	385633363	1.03
tpch_q06/datafusion:vortex-file-compressed	334027517	336204450	0.99
tpch_q07/datafusion:vortex-file-compressed	378844386	403237844	0.94
tpch_q08/datafusion:vortex-file-compressed	551681281	549633787	1.00
tpch_q09/datafusion:vortex-file-compressed	399646377	349431332	1.14
tpch_q10/datafusion:vortex-file-compressed	495376664	460591105	1.08
tpch_q11/datafusion:vortex-file-compressed	274826806	264424625	1.04
tpch_q12/datafusion:vortex-file-compressed	450696459	492798027	0.91
tpch_q13/datafusion:vortex-file-compressed	144540880	164376668	0.88
tpch_q14/datafusion:vortex-file-compressed	272778308	267505290	1.02
tpch_q15/datafusion:vortex-file-compressed	462627652	495574248	0.93
tpch_q16/datafusion:vortex-file-compressed	183337005	206740899	0.89
tpch_q17/datafusion:vortex-file-compressed	323420403	352895339	0.92
tpch_q18/datafusion:vortex-file-compressed	342621974	329975850	1.04
tpch_q19/datafusion:vortex-file-compressed	442166818	445734146	0.99
tpch_q20/datafusion:vortex-file-compressed	429736028	452429782	0.95
tpch_q21/datafusion:vortex-file-compressed	524509572	538503911	0.97
tpch_q22/datafusion:vortex-file-compressed	110410733	105136494	1.05

datafusion / vortex-compact (0.938x ➖, 0↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	252187012	272169975	0.93
tpch_q02/datafusion:vortex-compact	437414680	457395260	0.96
tpch_q03/datafusion:vortex-compact	344946947	407132915	0.85
tpch_q04/datafusion:vortex-compact	218769368	231532280	0.94
tpch_q05/datafusion:vortex-compact	345269925	372551413	0.93
tpch_q06/datafusion:vortex-compact	318650820	352963402	0.90
tpch_q07/datafusion:vortex-compact	352376327	385980511	0.91
tpch_q08/datafusion:vortex-compact	482041330	520949091	0.93
tpch_q09/datafusion:vortex-compact	375646547	386822039	0.97
tpch_q10/datafusion:vortex-compact	429735533	431184429	1.00
tpch_q11/datafusion:vortex-compact	247357666	263010211	0.94
tpch_q12/datafusion:vortex-compact	423767310	441189873	0.96
tpch_q13/datafusion:vortex-compact	104256361	126577689	0.82
tpch_q14/datafusion:vortex-compact	274115128	269820233	1.02
tpch_q15/datafusion:vortex-compact	447651459	491188439	0.91
tpch_q16/datafusion:vortex-compact	179287979	178548266	1.00
tpch_q17/datafusion:vortex-compact	352268511	373999472	0.94
tpch_q18/datafusion:vortex-compact	281345839	298184556	0.94
tpch_q19/datafusion:vortex-compact	453739431	472327265	0.96
tpch_q20/datafusion:vortex-compact	428334527	439625903	0.97
tpch_q21/datafusion:vortex-compact	496451987	549004394	0.90
tpch_q22/datafusion:vortex-compact	100837118	103187925	0.98

datafusion / parquet (0.990x ➖, 0↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	227213934	206769655	1.10
tpch_q02/datafusion:parquet	415363277	417227576	1.00
tpch_q03/datafusion:parquet	286337830	282621230	1.01
tpch_q04/datafusion:parquet	161923284	145745241	1.11
tpch_q05/datafusion:parquet	564733593	450913545	1.25
tpch_q06/datafusion:parquet	140495543	134870061	1.04
tpch_q07/datafusion:parquet	521790467	461727676	1.13
tpch_q08/datafusion:parquet	611158744	627229137	0.97
tpch_q09/datafusion:parquet	492764073	475027347	1.04
tpch_q10/datafusion:parquet	520883913	523922946	0.99
tpch_q11/datafusion:parquet	326310227	326032418	1.00
tpch_q12/datafusion:parquet	228589955	247066756	0.93
tpch_q13/datafusion:parquet	420889956	444604450	0.95
tpch_q14/datafusion:parquet	162606606	204019731	0.80
tpch_q15/datafusion:parquet	282750246	301372988	0.94
tpch_q16/datafusion:parquet	171587858	186056281	0.92
tpch_q17/datafusion:parquet	331507302	363876736	0.91
tpch_q18/datafusion:parquet	431860544	420832086	1.03
tpch_q19/datafusion:parquet	312297595	394054107	0.79
tpch_q20/datafusion:parquet	305648817	344372797	0.89
tpch_q21/datafusion:parquet	504307805	496725547	1.02
tpch_q22/datafusion:parquet	117557328	108137205	1.09

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

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	265745042	305170505	0.87
tpch_q02/duckdb:vortex-file-compressed	920475730	968466614	0.95
tpch_q03/duckdb:vortex-file-compressed	681736643	634220818	1.07
tpch_q04/duckdb:vortex-file-compressed	369672577	368974956	1.00
tpch_q05/duckdb:vortex-file-compressed	917618954	942310534	0.97
tpch_q06/duckdb:vortex-file-compressed	505331382	400411171	1.26
tpch_q07/duckdb:vortex-file-compressed	823236122	812802305	1.01
tpch_q08/duckdb:vortex-file-compressed	959761839	1001551119	0.96
tpch_q09/duckdb:vortex-file-compressed	864974378	940743064	0.92
tpch_q10/duckdb:vortex-file-compressed	710251084	745221752	0.95
tpch_q11/duckdb:vortex-file-compressed	491359143	496627852	0.99
tpch_q12/duckdb:vortex-file-compressed	525930922	488635031	1.08
tpch_q13/duckdb:vortex-file-compressed	470248206	447886034	1.05
tpch_q14/duckdb:vortex-file-compressed	518431356	459393862	1.13
tpch_q15/duckdb:vortex-file-compressed	303787414	303934646	1.00
tpch_q16/duckdb:vortex-file-compressed	381721688	392503459	0.97
tpch_q17/duckdb:vortex-file-compressed	686153780	874283199	0.78
tpch_q18/duckdb:vortex-file-compressed	567705832	557698695	1.02
tpch_q19/duckdb:vortex-file-compressed	399680247	495774959	0.81
tpch_q20/duckdb:vortex-file-compressed	790074223	789149636	1.00
tpch_q21/duckdb:vortex-file-compressed	1074918757	1052241057	1.02
tpch_q22/duckdb:vortex-file-compressed	329242940	370384694	0.89

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

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	289434856	263806842	1.10
tpch_q02/duckdb:vortex-compact	916629060	906729756	1.01
tpch_q03/duckdb:vortex-compact	571712351	643752494	0.89
tpch_q04/duckdb:vortex-compact	344304077	413924257	0.83
tpch_q05/duckdb:vortex-compact	862867549	928427058	0.93
tpch_q06/duckdb:vortex-compact	408398994	419266978	0.97
tpch_q07/duckdb:vortex-compact	801262116	774067395	1.04
tpch_q08/duckdb:vortex-compact	950705378	924634937	1.03
tpch_q09/duckdb:vortex-compact	913288037	899059882	1.02
tpch_q10/duckdb:vortex-compact	636257937	688857118	0.92
tpch_q11/duckdb:vortex-compact	447378332	469858391	0.95
tpch_q12/duckdb:vortex-compact	487851764	468050675	1.04
tpch_q13/duckdb:vortex-compact	431487401	433794064	0.99
tpch_q14/duckdb:vortex-compact	406057817	415447631	0.98
tpch_q15/duckdb:vortex-compact	295081458	301960041	0.98
tpch_q16/duckdb:vortex-compact	347773607	369511265	0.94
tpch_q17/duckdb:vortex-compact	609111109	631534389	0.96
tpch_q18/duckdb:vortex-compact	487816335	528587413	0.92
tpch_q19/duckdb:vortex-compact	481411378	443605646	1.09
tpch_q20/duckdb:vortex-compact	772584527	762889644	1.01
tpch_q21/duckdb:vortex-compact	994145380	1180456213	0.84
tpch_q22/duckdb:vortex-compact	338748315	393343794	0.86

duckdb / parquet (0.947x ➖, 0↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	423386948	411777493	1.03
tpch_q02/duckdb:parquet	1061515196	1273426595	0.83
tpch_q03/duckdb:parquet	891037728	1025023384	0.87
tpch_q04/duckdb:parquet	592581388	621102181	0.95
tpch_q05/duckdb:parquet	1451990906	1523545529	0.95
tpch_q06/duckdb:parquet	392224116	410032302	0.96
tpch_q07/duckdb:parquet	1117309821	1233792921	0.91
tpch_q08/duckdb:parquet	1567177297	1625251958	0.96
tpch_q09/duckdb:parquet	1261361667	1395148585	0.90
tpch_q10/duckdb:parquet	1160539660	1214034482	0.96
tpch_q11/duckdb:parquet	763464581	878917735	0.87
tpch_q12/duckdb:parquet	636413062	682092653	0.93
tpch_q13/duckdb:parquet	853983281	880958654	0.97
tpch_q14/duckdb:parquet	621843772	683520246	0.91
tpch_q15/duckdb:parquet	492616187	497348312	0.99
tpch_q16/duckdb:parquet	590954905	650770927	0.91
tpch_q17/duckdb:parquet	699137102	683240913	1.02
tpch_q18/duckdb:parquet	838068968	854626475	0.98
tpch_q19/duckdb:parquet	806463818	790211253	1.02
tpch_q20/duckdb:parquet	1078678313	1087676227	0.99
tpch_q21/duckdb:parquet	1128606107	1192999232	0.95
tpch_q22/duckdb:parquet	535312958	534964442	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-7.3%	+6.3%	-12.8%	+54.9%	➖ noise
1	datafusion:vortex-file-compressed	-6.3%	+6.3%	-11.8%	+54.4%	➖ noise
1	duckdb:vortex-compact	+9.7%	+6.3%	+3.2%	+31.8%	➖ noise
1	duckdb:vortex-file-compressed	-12.9%	+6.3%	-18.1%	+35.6%	➖ noise
2	datafusion:vortex-compact	-4.4%	-8.9%	+5.0%	+30.0%	➖ noise
2	datafusion:vortex-file-compressed	+3.2%	-8.9%	+13.3%	+30.0%	➖ noise
2	duckdb:vortex-compact	+1.1%	-8.9%	+11.0%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	-5.0%	-8.9%	+4.3%	+30.0%	➖ noise
3	datafusion:vortex-compact	-15.3%	-6.2%	-9.7%	+37.4%	➖ noise
3	datafusion:vortex-file-compressed	+2.4%	-6.2%	+9.1%	+43.0%	➖ noise
3	duckdb:vortex-compact	-11.2%	-6.2%	-5.4%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	+7.5%	-6.2%	+14.5%	+30.0%	➖ noise
4	datafusion:vortex-compact	-5.5%	+3.0%	-8.2%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	-2.5%	+3.0%	-5.3%	+30.0%	➖ noise
4	duckdb:vortex-compact	-16.8%	+3.0%	-19.2%	+31.3%	➖ noise
4	duckdb:vortex-file-compressed	+0.2%	+3.0%	-2.7%	+33.0%	➖ noise
5	datafusion:vortex-compact	-7.3%	+9.3%	-15.2%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	+2.6%	+9.3%	-6.1%	+30.0%	➖ noise
5	duckdb:vortex-compact	-7.1%	+9.3%	-14.9%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-2.6%	+9.3%	-10.9%	+30.0%	➖ noise
6	datafusion:vortex-compact	-9.7%	-0.2%	-9.6%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-0.6%	-0.2%	-0.5%	+30.0%	➖ noise
6	duckdb:vortex-compact	-2.6%	-0.2%	-2.4%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+26.2%	-0.2%	+26.4%	+30.0%	➖ noise
7	datafusion:vortex-compact	-8.7%	+1.2%	-9.8%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-6.0%	+1.2%	-7.1%	+30.0%	➖ noise
7	duckdb:vortex-compact	+3.5%	+1.2%	+2.3%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+1.3%	+1.2%	+0.1%	+30.0%	➖ noise
8	datafusion:vortex-compact	-7.5%	-3.1%	-4.5%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+0.4%	-3.1%	+3.6%	+30.0%	➖ noise
8	duckdb:vortex-compact	+2.8%	-3.1%	+6.1%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-4.2%	-3.1%	-1.1%	+30.0%	➖ noise
9	datafusion:vortex-compact	-2.9%	-3.2%	+0.3%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	+14.4%	-3.2%	+18.1%	+30.0%	➖ noise
9	duckdb:vortex-compact	+1.6%	-3.2%	+4.9%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	-8.1%	-3.2%	-5.1%	+30.0%	➖ noise
10	datafusion:vortex-compact	-0.3%	-2.5%	+2.2%	+30.0%	➖ noise
10	datafusion:vortex-file-compressed	+7.6%	-2.5%	+10.3%	+30.0%	➖ noise
10	duckdb:vortex-compact	-7.6%	-2.5%	-5.3%	+30.0%	➖ noise
10	duckdb:vortex-file-compressed	-4.7%	-2.5%	-2.2%	+30.0%	➖ noise
11	datafusion:vortex-compact	-6.0%	-6.8%	+0.9%	+30.0%	➖ noise
11	datafusion:vortex-file-compressed	+3.9%	-6.8%	+11.5%	+30.0%	➖ noise
11	duckdb:vortex-compact	-4.8%	-6.8%	+2.1%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	-1.1%	-6.8%	+6.1%	+30.0%	➖ noise
12	datafusion:vortex-compact	-3.9%	-7.1%	+3.4%	+30.0%	➖ noise
12	datafusion:vortex-file-compressed	-8.5%	-7.1%	-1.6%	+30.0%	➖ noise
12	duckdb:vortex-compact	+4.2%	-7.1%	+12.2%	+30.0%	➖ noise
12	duckdb:vortex-file-compressed	+7.6%	-7.1%	+15.8%	+30.0%	➖ noise
13	datafusion:vortex-compact	-17.6%	-4.2%	-14.0%	+68.6%	➖ noise
13	datafusion:vortex-file-compressed	-12.1%	-4.2%	-8.2%	+40.4%	➖ noise
13	duckdb:vortex-compact	-0.5%	-4.2%	+3.8%	+30.0%	➖ noise
13	duckdb:vortex-file-compressed	+5.0%	-4.2%	+9.6%	+30.0%	➖ noise
14	datafusion:vortex-compact	+1.6%	-14.8%	+19.3%	+40.7%	➖ noise
14	datafusion:vortex-file-compressed	+2.0%	-14.8%	+19.8%	+30.0%	➖ noise
14	duckdb:vortex-compact	-2.3%	-14.8%	+14.8%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	+12.9%	-14.8%	+32.5%	+30.0%	🚨 regression
15	datafusion:vortex-compact	-8.9%	-3.6%	-5.5%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	-6.6%	-3.6%	-3.2%	+30.0%	➖ noise
15	duckdb:vortex-compact	-2.3%	-3.6%	+1.4%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	-0.0%	-3.6%	+3.7%	+30.0%	➖ noise
16	datafusion:vortex-compact	+0.4%	-8.5%	+9.7%	+30.0%	➖ noise
16	datafusion:vortex-file-compressed	-11.3%	-8.5%	-3.1%	+30.0%	➖ noise
16	duckdb:vortex-compact	-5.9%	-8.5%	+2.8%	+30.0%	➖ noise
16	duckdb:vortex-file-compressed	-2.7%	-8.5%	+6.3%	+30.0%	➖ noise
17	datafusion:vortex-compact	-5.8%	-3.4%	-2.4%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	-8.4%	-3.4%	-5.1%	+30.0%	➖ noise
17	duckdb:vortex-compact	-3.6%	-3.4%	-0.1%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	-21.5%	-3.4%	-18.7%	+30.0%	➖ noise
18	datafusion:vortex-compact	-5.6%	+0.3%	-5.9%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	+3.8%	+0.3%	+3.5%	+30.0%	➖ noise
18	duckdb:vortex-compact	-7.7%	+0.3%	-8.0%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	+1.8%	+0.3%	+1.5%	+30.0%	➖ noise
19	datafusion:vortex-compact	-3.9%	-10.1%	+6.8%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	-0.8%	-10.1%	+10.3%	+30.0%	➖ noise
19	duckdb:vortex-compact	+8.5%	-10.1%	+20.7%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	-19.4%	-10.1%	-10.4%	+30.0%	➖ noise
20	datafusion:vortex-compact	-2.6%	-6.2%	+3.9%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	-5.0%	-6.2%	+1.2%	+30.0%	➖ noise
20	duckdb:vortex-compact	+1.3%	-6.2%	+7.9%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	+0.1%	-6.2%	+6.7%	+30.0%	➖ noise
21	datafusion:vortex-compact	-9.6%	-2.0%	-7.7%	+33.6%	➖ noise
21	datafusion:vortex-file-compressed	-2.6%	-2.0%	-0.6%	+30.0%	➖ noise
21	duckdb:vortex-compact	-15.8%	-2.0%	-14.1%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	+2.2%	-2.0%	+4.2%	+30.0%	➖ noise
22	datafusion:vortex-compact	-2.3%	+4.3%	-6.3%	+30.0%	➖ noise
22	datafusion:vortex-file-compressed	+5.0%	+4.3%	+0.7%	+30.0%	➖ noise
22	duckdb:vortex-compact	-13.9%	+4.3%	-17.4%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	-11.1%	+4.3%	-14.8%	+30.0%	➖ noise

[github-actions]

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +2.0%
Vortex (geomean): 1.002x ➖
Parquet (geomean): 0.982x ➖
Shifts: Parquet (control) -1.8% · Median polish -1.9%

---

datafusion / vortex-file-compressed (1.038x ➖, 0↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	667837523	648757667	1.03
tpch_q02/datafusion:vortex-file-compressed	734054604	737526943	1.00
tpch_q03/datafusion:vortex-file-compressed	746289072	791953607	0.94
tpch_q04/datafusion:vortex-file-compressed	612576957	585139964	1.05
tpch_q05/datafusion:vortex-file-compressed	939402451	952877556	0.99
tpch_q06/datafusion:vortex-file-compressed	610278396	641610110	0.95
tpch_q07/datafusion:vortex-file-compressed	935456332	970571904	0.96
tpch_q08/datafusion:vortex-file-compressed	1140335860	1204894038	0.95
tpch_q09/datafusion:vortex-file-compressed	1270715000	1286656253	0.99
tpch_q10/datafusion:vortex-file-compressed	1243962385	1003562789	1.24
tpch_q11/datafusion:vortex-file-compressed	578998412	492881099	1.17
tpch_q12/datafusion:vortex-file-compressed	935753383	910858773	1.03
tpch_q13/datafusion:vortex-file-compressed	449354416	433493216	1.04
tpch_q14/datafusion:vortex-file-compressed	664224948	572725947	1.16
tpch_q15/datafusion:vortex-file-compressed	1140690776	1094728433	1.04
tpch_q16/datafusion:vortex-file-compressed	374834944	386582219	0.97
tpch_q17/datafusion:vortex-file-compressed	1233593167	1183759414	1.04
tpch_q18/datafusion:vortex-file-compressed	1430679606	1222795148	1.17
tpch_q19/datafusion:vortex-file-compressed	959236623	744684616	1.29
tpch_q20/datafusion:vortex-file-compressed	1017239414	951225366	1.07
tpch_q21/datafusion:vortex-file-compressed	1599657807	1654132262	0.97
tpch_q22/datafusion:vortex-file-compressed	344478412	381585610	0.90

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

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	728468262	667154982	1.09
tpch_q02/datafusion:vortex-compact	672365583	575523271	1.17
tpch_q03/datafusion:vortex-compact	716493054	665980771	1.08
tpch_q04/datafusion:vortex-compact	533947962	540480890	0.99
tpch_q05/datafusion:vortex-compact	839233264	894553103	0.94
tpch_q06/datafusion:vortex-compact	564288460	650580766	0.87
tpch_q07/datafusion:vortex-compact	981533374	933417386	1.05
tpch_q08/datafusion:vortex-compact	1188556150	1143590817	1.04
tpch_q09/datafusion:vortex-compact	1174235199	1131767665	1.04
tpch_q10/datafusion:vortex-compact	829948606	895660542	0.93
tpch_q11/datafusion:vortex-compact	389764550	438025815	0.89
tpch_q12/datafusion:vortex-compact	806199793	810835872	0.99
tpch_q13/datafusion:vortex-compact	399437772	413277509	0.97
tpch_q14/datafusion:vortex-compact	578181386	666048061	0.87
tpch_q15/datafusion:vortex-compact	1038614258	1159120446	0.90
tpch_q16/datafusion:vortex-compact	345309965	301325060	1.15
tpch_q17/datafusion:vortex-compact	1148138275	1164470779	0.99
tpch_q18/datafusion:vortex-compact	1035647186	1048079477	0.99
tpch_q19/datafusion:vortex-compact	708087067	803592794	0.88
tpch_q20/datafusion:vortex-compact	813177061	859996028	0.95
tpch_q21/datafusion:vortex-compact	1379713973	1328160732	1.04
tpch_q22/datafusion:vortex-compact	366328172	353720261	1.04

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

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	653819204	664521422	0.98
tpch_q02/datafusion:parquet	633812312	612188659	1.04
tpch_q03/datafusion:parquet	889478072	895203068	0.99
tpch_q04/datafusion:parquet	462113472	421108529	1.10
tpch_q05/datafusion:parquet	1040590931	1082286414	0.96
tpch_q06/datafusion:parquet	504456079	492773758	1.02
tpch_q07/datafusion:parquet	1174928460	1223851439	0.96
tpch_q08/datafusion:parquet	1416083363	1516116974	0.93
tpch_q09/datafusion:parquet	1643107665	1589066701	1.03
tpch_q10/datafusion:parquet	1901184548	1928687204	0.99
tpch_q11/datafusion:parquet	454800916	476391693	0.95
tpch_q12/datafusion:parquet	574152044	598812651	0.96
tpch_q13/datafusion:parquet	664771634	691994418	0.96
tpch_q14/datafusion:parquet	748278968	749387555	1.00
tpch_q15/datafusion:parquet	1169424427	1167480414	1.00
tpch_q16/datafusion:parquet	338366402	455437746	0.74
tpch_q17/datafusion:parquet	1370464369	1341019447	1.02
tpch_q18/datafusion:parquet	1329545348	1418332233	0.94
tpch_q19/datafusion:parquet	1013943096	964391033	1.05
tpch_q20/datafusion:parquet	1065663999	1081773906	0.99
tpch_q21/datafusion:parquet	1645212928	1597155591	1.03
tpch_q22/datafusion:parquet	848533983	759659543	1.12

duckdb / vortex-file-compressed (0.983x ➖, 0↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	627819536	630719307	1.00
tpch_q02/duckdb:vortex-file-compressed	1217545814	1316246072	0.93
tpch_q03/duckdb:vortex-file-compressed	898294940	945148001	0.95
tpch_q04/duckdb:vortex-file-compressed	556912165	609987015	0.91
tpch_q05/duckdb:vortex-file-compressed	1187078858	1074483468	1.10
tpch_q06/duckdb:vortex-file-compressed	813842994	845924246	0.96
tpch_q07/duckdb:vortex-file-compressed	1192922036	1316427760	0.91
tpch_q08/duckdb:vortex-file-compressed	1436914904	1470359460	0.98
tpch_q09/duckdb:vortex-file-compressed	1414365192	1605468814	0.88
tpch_q10/duckdb:vortex-file-compressed	1181206975	1114376474	1.06
tpch_q11/duckdb:vortex-file-compressed	675515991	658259342	1.03
tpch_q12/duckdb:vortex-file-compressed	710052774	699581235	1.01
tpch_q13/duckdb:vortex-file-compressed	924146840	939646236	0.98
tpch_q14/duckdb:vortex-file-compressed	843350441	842530111	1.00
tpch_q15/duckdb:vortex-file-compressed	586525515	578598592	1.01
tpch_q16/duckdb:vortex-file-compressed	543053846	601087170	0.90
tpch_q17/duckdb:vortex-file-compressed	1050660733	961807312	1.09
tpch_q18/duckdb:vortex-file-compressed	908012169	888996212	1.02
tpch_q19/duckdb:vortex-file-compressed	858950213	898763587	0.96
tpch_q20/duckdb:vortex-file-compressed	1262600976	1223779340	1.03
tpch_q21/duckdb:vortex-file-compressed	2025706306	2067323025	0.98
tpch_q22/duckdb:vortex-file-compressed	637185838	667489332	0.95

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

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	596606780	599251077	1.00
tpch_q02/duckdb:vortex-compact	1071208981	1076420504	1.00
tpch_q03/duckdb:vortex-compact	844173743	859939926	0.98
tpch_q04/duckdb:vortex-compact	495219174	478913507	1.03
tpch_q05/duckdb:vortex-compact	1012009946	1016361018	1.00
tpch_q06/duckdb:vortex-compact	726354354	738364106	0.98
tpch_q07/duckdb:vortex-compact	1070383396	1087774043	0.98
tpch_q08/duckdb:vortex-compact	1321009711	1325918102	1.00
tpch_q09/duckdb:vortex-compact	1277618496	1407961809	0.91
tpch_q10/duckdb:vortex-compact	1055938349	1072528265	0.98
tpch_q11/duckdb:vortex-compact	634751450	639122553	0.99
tpch_q12/duckdb:vortex-compact	697428442	634198363	1.10
tpch_q13/duckdb:vortex-compact	875455633	854910558	1.02
tpch_q14/duckdb:vortex-compact	858796081	856361304	1.00
tpch_q15/duckdb:vortex-compact	542069323	559158316	0.97
tpch_q16/duckdb:vortex-compact	469474050	422164104	1.11
tpch_q17/duckdb:vortex-compact	865742834	874136356	0.99
tpch_q18/duckdb:vortex-compact	824247772	819752025	1.01
tpch_q19/duckdb:vortex-compact	732667114	722109075	1.01
tpch_q20/duckdb:vortex-compact	1234903430	1258537238	0.98
tpch_q21/duckdb:vortex-compact	1645530965	1680632628	0.98
tpch_q22/duckdb:vortex-compact	603937489	634387846	0.95

duckdb / parquet (0.978x ➖, 0↑ 0↓)

name	PR b0f2e4a (ns)	base f418844 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	841575047	894161784	0.94
tpch_q02/duckdb:parquet	1449258337	1494240344	0.97
tpch_q03/duckdb:parquet	1631364436	1741639078	0.94
tpch_q04/duckdb:parquet	885691100	1000203291	0.89
tpch_q05/duckdb:parquet	2064421116	2139559140	0.96
tpch_q06/duckdb:parquet	720633004	722478331	1.00
tpch_q07/duckdb:parquet	1811836689	1751340835	1.03
tpch_q08/duckdb:parquet	2399461442	2572997313	0.93
tpch_q09/duckdb:parquet	2431215838	2626623088	0.93
tpch_q10/duckdb:parquet	3011009253	3120777543	0.96
tpch_q11/duckdb:parquet	957929656	1127732027	0.85
tpch_q12/duckdb:parquet	1163951191	1150199775	1.01
tpch_q13/duckdb:parquet	1199109232	1215885547	0.99
tpch_q14/duckdb:parquet	1219890110	1139593180	1.07
tpch_q15/duckdb:parquet	861401601	860985602	1.00
tpch_q16/duckdb:parquet	822168123	888000187	0.93
tpch_q17/duckdb:parquet	1356609986	1234548238	1.10
tpch_q18/duckdb:parquet	1397497597	1262202558	1.11
tpch_q19/duckdb:parquet	1511262586	1511860773	1.00
tpch_q20/duckdb:parquet	1766463506	1794179335	0.98
tpch_q21/duckdb:parquet	1792111697	1884979947	0.95
tpch_q22/duckdb:parquet	1071700569	1053915097	1.02

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+9.2%	-3.8%	+13.5%	+36.3%	➖ noise
1	datafusion:vortex-file-compressed	+2.9%	-3.8%	+7.0%	+38.7%	➖ noise
1	duckdb:vortex-compact	-0.4%	-3.8%	+3.5%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	-0.5%	-3.8%	+3.4%	+30.0%	➖ noise
2	datafusion:vortex-compact	+16.8%	+0.2%	+16.6%	+45.9%	➖ noise
2	datafusion:vortex-file-compressed	-0.5%	+0.2%	-0.7%	+47.6%	➖ noise
2	duckdb:vortex-compact	-0.5%	+0.2%	-0.7%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	-7.5%	+0.2%	-7.7%	+33.9%	➖ noise
3	datafusion:vortex-compact	+7.6%	-3.5%	+11.5%	+41.5%	➖ noise
3	datafusion:vortex-file-compressed	-5.8%	-3.5%	-2.3%	+38.9%	➖ noise
3	duckdb:vortex-compact	-1.8%	-3.5%	+1.8%	+37.6%	➖ noise
3	duckdb:vortex-file-compressed	-5.0%	-3.5%	-1.5%	+31.9%	➖ noise
4	datafusion:vortex-compact	-1.2%	-1.4%	+0.2%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	+4.7%	-1.4%	+6.2%	+30.0%	➖ noise
4	duckdb:vortex-compact	+3.4%	-1.4%	+4.9%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	-8.7%	-1.4%	-7.4%	+30.0%	➖ noise
5	datafusion:vortex-compact	-6.2%	-3.7%	-2.6%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-1.4%	-3.7%	+2.4%	+30.0%	➖ noise
5	duckdb:vortex-compact	-0.4%	-3.7%	+3.4%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+10.5%	-3.7%	+14.7%	+30.0%	➖ noise
6	datafusion:vortex-compact	-13.3%	+1.0%	-14.2%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-4.9%	+1.0%	-5.9%	+30.0%	➖ noise
6	duckdb:vortex-compact	-1.6%	+1.0%	-2.6%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-3.8%	+1.0%	-4.8%	+30.0%	➖ noise
7	datafusion:vortex-compact	+5.2%	-0.3%	+5.5%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-3.6%	-0.3%	-3.3%	+30.0%	➖ noise
7	duckdb:vortex-compact	-1.6%	-0.3%	-1.3%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	-9.4%	-0.3%	-9.1%	+30.0%	➖ noise
8	datafusion:vortex-compact	+3.9%	-6.7%	+11.4%	+47.7%	➖ noise
8	datafusion:vortex-file-compressed	-5.4%	-6.7%	+1.4%	+30.0%	➖ noise
8	duckdb:vortex-compact	-0.4%	-6.7%	+6.8%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-2.3%	-6.7%	+4.7%	+30.0%	➖ noise
9	datafusion:vortex-compact	+3.8%	-2.2%	+6.1%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	-1.2%	-2.2%	+1.0%	+30.0%	➖ noise
9	duckdb:vortex-compact	-9.3%	-2.2%	-7.2%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	-11.9%	-2.2%	-9.9%	+30.0%	➖ noise
10	datafusion:vortex-compact	-7.3%	-2.5%	-5.0%	+30.0%	➖ noise
10	datafusion:vortex-file-compressed	+24.0%	-2.5%	+27.1%	+30.0%	➖ noise
10	duckdb:vortex-compact	-1.5%	-2.5%	+1.0%	+30.0%	➖ noise
10	duckdb:vortex-file-compressed	+6.0%	-2.5%	+8.7%	+30.0%	➖ noise
11	datafusion:vortex-compact	-11.0%	-9.9%	-1.2%	+30.0%	➖ noise
11	datafusion:vortex-file-compressed	+17.5%	-9.9%	+30.4%	+30.0%	🚨 regression
11	duckdb:vortex-compact	-0.7%	-9.9%	+10.3%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	+2.6%	-9.9%	+14.0%	+30.0%	➖ noise
12	datafusion:vortex-compact	-0.6%	-1.5%	+0.9%	+30.0%	➖ noise
12	datafusion:vortex-file-compressed	+2.7%	-1.5%	+4.3%	+30.0%	➖ noise
12	duckdb:vortex-compact	+10.0%	-1.5%	+11.6%	+30.0%	➖ noise
12	duckdb:vortex-file-compressed	+1.5%	-1.5%	+3.0%	+30.0%	➖ noise
13	datafusion:vortex-compact	-3.3%	-2.7%	-0.7%	+30.0%	➖ noise
13	datafusion:vortex-file-compressed	+3.7%	-2.7%	+6.5%	+30.0%	➖ noise
13	duckdb:vortex-compact	+2.4%	-2.7%	+5.2%	+39.3%	➖ noise
13	duckdb:vortex-file-compressed	-1.6%	-2.7%	+1.0%	+40.1%	➖ noise
14	datafusion:vortex-compact	-13.2%	+3.4%	-16.0%	+30.0%	➖ noise
14	datafusion:vortex-file-compressed	+16.0%	+3.4%	+12.2%	+30.0%	➖ noise
14	duckdb:vortex-compact	+0.3%	+3.4%	-3.0%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	+0.1%	+3.4%	-3.2%	+30.0%	➖ noise
15	datafusion:vortex-compact	-10.4%	+0.1%	-10.5%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	+4.2%	+0.1%	+4.1%	+30.0%	➖ noise
15	duckdb:vortex-compact	-3.1%	+0.1%	-3.2%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	+1.4%	+0.1%	+1.3%	+30.0%	➖ noise
16	datafusion:vortex-compact	+14.6%	-17.1%	+38.2%	+30.0%	🚨 regression
16	datafusion:vortex-file-compressed	-3.0%	-17.1%	+16.9%	+30.0%	➖ noise
16	duckdb:vortex-compact	+11.2%	-17.1%	+34.1%	+30.0%	🚨 regression
16	duckdb:vortex-file-compressed	-9.7%	-17.1%	+8.9%	+30.0%	➖ noise
17	datafusion:vortex-compact	-1.4%	+6.0%	-7.0%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	+4.2%	+6.0%	-1.7%	+30.0%	➖ noise
17	duckdb:vortex-compact	-1.0%	+6.0%	-6.5%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	+9.2%	+6.0%	+3.1%	+30.0%	➖ noise
18	datafusion:vortex-compact	-1.2%	+1.9%	-3.0%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	+17.0%	+1.9%	+14.8%	+30.0%	➖ noise
18	duckdb:vortex-compact	+0.5%	+1.9%	-1.3%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	+2.1%	+1.9%	+0.3%	+30.0%	➖ noise
19	datafusion:vortex-compact	-11.9%	+2.5%	-14.0%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	+28.8%	+2.5%	+25.6%	+30.0%	➖ noise
19	duckdb:vortex-compact	+1.5%	+2.5%	-1.0%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	-4.4%	+2.5%	-6.8%	+30.0%	➖ noise
20	datafusion:vortex-compact	-5.4%	-1.5%	-4.0%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	+6.9%	-1.5%	+8.6%	+30.0%	➖ noise
20	duckdb:vortex-compact	-1.9%	-1.5%	-0.4%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	+3.2%	-1.5%	+4.8%	+30.0%	➖ noise
21	datafusion:vortex-compact	+3.9%	-1.0%	+5.0%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	-3.3%	-1.0%	-2.3%	+30.0%	➖ noise
21	duckdb:vortex-compact	-2.1%	-1.0%	-1.1%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	-2.0%	-1.0%	-1.0%	+30.0%	➖ noise
22	datafusion:vortex-compact	+3.6%	+6.6%	-2.8%	+30.0%	➖ noise
22	datafusion:vortex-file-compressed	-9.7%	+6.6%	-15.3%	+30.0%	➖ noise
22	duckdb:vortex-compact	-4.8%	+6.6%	-10.7%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	-4.5%	+6.6%	-10.4%	+30.0%	➖ noise

[github-actions]

Benchmarks: Random Access

Vortex (geomean): 1.262x ❌
Parquet (geomean): 1.138x ❌

---

unknown / unknown (1.193x ❌, 1↑ 47↓)

name	PR a3e6376 (ns)	base cc06c60 (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk 🚀	2108144	2452507	0.86
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer 🚨	1616878	1378111	1.17
random-access/feature-vectors/correlated/parquet-tokio-local-disk	9262020656	8597414030	1.08
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	8897410413	8534829422	1.04
random-access/feature-vectors/correlated/vortex-tokio-local-disk	8481449	7798277	1.09
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer 🚨	8390943	7475189	1.12
random-access/feature-vectors/uniform/lance-tokio-local-disk 🚨	6643747	5716889	1.16
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer 🚨	7514635	6412367	1.17
random-access/feature-vectors/uniform/parquet-tokio-local-disk 🚨	9464779450	8410389828	1.13
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer	9164921976	8443827809	1.09
random-access/feature-vectors/uniform/vortex-tokio-local-disk 🚨	17199755	13371183	1.29
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer 🚨	15111161	13196299	1.15
random-access/lance-tokio-local-disk 🚨	909869	725583	1.25
random-access/lance-tokio-local-disk-footer 🚨	1715916	1231489	1.39
random-access/nested-lists/correlated/lance-tokio-local-disk 🚨	282125	247131	1.14
random-access/nested-lists/correlated/lance-tokio-local-disk-footer 🚨	766887	610853	1.26
random-access/nested-lists/correlated/parquet-tokio-local-disk 🚨	145842203	132524239	1.10
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	141503447	132478285	1.07
random-access/nested-lists/correlated/vortex-tokio-local-disk 🚨	750606	574337	1.31
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer 🚨	794667	563064	1.41
random-access/nested-lists/uniform/lance-tokio-local-disk 🚨	1190057	1067931	1.11
random-access/nested-lists/uniform/lance-tokio-local-disk-footer 🚨	1738141	1443145	1.20
random-access/nested-lists/uniform/parquet-tokio-local-disk 🚨	150807476	132147187	1.14
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	141518354	132109092	1.07
random-access/nested-lists/uniform/vortex-tokio-local-disk 🚨	2608862	2077249	1.26
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer 🚨	2444649	2069412	1.18
random-access/nested-structs/correlated/lance-tokio-local-disk 🚨	441114	399062	1.11
random-access/nested-structs/correlated/lance-tokio-local-disk-footer 🚨	675679	582494	1.16
random-access/nested-structs/correlated/parquet-tokio-local-disk 🚨	30935072	26991645	1.15
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer 🚨	29616436	26563619	1.11
random-access/nested-structs/correlated/vortex-tokio-local-disk 🚨	936918	717679	1.31
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer 🚨	962734	745604	1.29
random-access/nested-structs/uniform/lance-tokio-local-disk 🚨	3052522	2649983	1.15
random-access/nested-structs/uniform/lance-tokio-local-disk-footer 🚨	3399738	2876049	1.18
random-access/nested-structs/uniform/parquet-tokio-local-disk 🚨	29475095	26422656	1.12
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer 🚨	29930198	26414732	1.13
random-access/nested-structs/uniform/vortex-tokio-local-disk 🚨	2123912	1549606	1.37
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer 🚨	2002319	1642085	1.22
random-access/parquet-tokio-local-disk 🚨	217237249	174748798	1.24
random-access/parquet-tokio-local-disk-footer 🚨	208482811	175361201	1.19
random-access/taxi/correlated/lance-tokio-local-disk 🚨	1145452	911849	1.26
random-access/taxi/correlated/lance-tokio-local-disk-footer 🚨	2056503	1516312	1.36
random-access/taxi/correlated/parquet-tokio-local-disk 🚨	316330572	261730692	1.21
random-access/taxi/correlated/parquet-tokio-local-disk-footer 🚨	317662529	261601034	1.21
random-access/taxi/correlated/vortex-tokio-local-disk 🚨	2433473	1802352	1.35
random-access/taxi/correlated/vortex-tokio-local-disk-footer 🚨	2447624	1809325	1.35
random-access/taxi/uniform/lance-tokio-local-disk 🚨	11765438	9703505	1.21
random-access/taxi/uniform/lance-tokio-local-disk-footer 🚨	12586108	10335316	1.22
random-access/taxi/uniform/parquet-tokio-local-disk 🚨	334646846	275709190	1.21
random-access/taxi/uniform/parquet-tokio-local-disk-footer 🚨	340425692	277521326	1.23
random-access/taxi/uniform/vortex-tokio-local-disk 🚨	5719883	4556933	1.26
random-access/taxi/uniform/vortex-tokio-local-disk-footer 🚨	5748817	4535548	1.27
random-access/vortex-tokio-local-disk 🚨	1604787	1268685	1.26
random-access/vortex-tokio-local-disk-footer 🚨	1658705	1287853	1.29

[github-actions]

Benchmarks: Compression

Vortex (geomean): 0.992x ➖
Parquet (geomean): 1.011x ➖

---

unknown / unknown (1.015x ➖, 2↑ 8↓)

name	PR a3e6376 (ns)	base cc06c60 (ns)	ratio (PR/base)
compress time/Arade	1151476309	1135259905	1.01
compress time/Bimbo	6801417026	6749532528	1.01
compress time/CMSprovider	2872173870	2867976990	1.00
compress time/Euro2016	431658600	432559849	1.00
compress time/Food	364481538	371141674	0.98
compress time/HashTags	822754434	823627248	1.00
compress time/TPC-H l_comment canonical	1345042763	1316254717	1.02
compress time/TPC-H l_comment chunked	1317278996	1322223003	1.00
compress time/taxi	716350387	720125427	0.99
compress time/wide table cols=100 chunks=1 rows=1000	11779716	11004121	1.07
compress time/wide table cols=100 chunks=50 rows=1000	11921802	11559238	1.03
compress time/wide table cols=1000 chunks=1 rows=1000	128307087	129210307	0.99
compress time/wide table cols=1000 chunks=50 rows=1000	131336411	126696442	1.04
compress time/wide table cols=10000 chunks=1 rows=1000	1448089926	1385082007	1.05
compress time/wide table cols=10000 chunks=50 rows=1000	1456562816	1432374640	1.02
decompress time/Arade	27873754	27331498	1.02
decompress time/Bimbo	99452585	92879897	1.07
decompress time/CMSprovider 🚨	91423626	81223869	1.13
decompress time/Euro2016	19951774	19188760	1.04
decompress time/Food	9535698	9407333	1.01
decompress time/HashTags	71377461	69435076	1.03
decompress time/TPC-H l_comment canonical	42479457	39558258	1.07
decompress time/TPC-H l_comment chunked	40087997	39626546	1.01
decompress time/taxi	15665357	16423506	0.95
decompress time/wide table cols=100 chunks=1 rows=1000	2606893	2495708	1.04
decompress time/wide table cols=100 chunks=50 rows=1000	2785632	2566969	1.09
decompress time/wide table cols=1000 chunks=1 rows=1000 🚨	25580844	22832315	1.12
decompress time/wide table cols=1000 chunks=50 rows=1000	24720026	22889748	1.08
decompress time/wide table cols=10000 chunks=1 rows=1000	267001424	246308363	1.08
decompress time/wide table cols=10000 chunks=50 rows=1000 🚨	269534937	243113311	1.11
parquet size/Arade	258014282	258014282	1.00
parquet size/Bimbo	384517292	384517292	1.00
parquet size/CMSprovider	376885545	376885545	1.00
parquet size/Euro2016	122975499	122975499	1.00
parquet size/Food	35699500	35699500	1.00
parquet size/HashTags	133510943	133510943	1.00
parquet size/TPC-H l_comment canonical	158358238	158358238	1.00
parquet size/TPC-H l_comment chunked	158358238	158358238	1.00
parquet size/taxi	55283635	55283635	1.00
parquet size/wide table cols=100 chunks=1 rows=1000	932404	932404	1.00
parquet size/wide table cols=100 chunks=50 rows=1000	932404	932404	1.00
parquet size/wide table cols=1000 chunks=1 rows=1000	9324004	9324004	1.00
parquet size/wide table cols=1000 chunks=50 rows=1000	9324004	9324004	1.00
parquet size/wide table cols=10000 chunks=1 rows=1000	93240004	93240004	1.00
parquet size/wide table cols=10000 chunks=50 rows=1000	93240004	93240004	1.00
parquet_rs-zstd compress time/Arade	2976154917	2948314245	1.01
parquet_rs-zstd compress time/Bimbo	15671542680	15170580858	1.03
parquet_rs-zstd compress time/CMSprovider	8142788753	7545257989	1.08
parquet_rs-zstd compress time/Euro2016	1375242879	1361837922	1.01
parquet_rs-zstd compress time/Food	899905837	872807757	1.03
parquet_rs-zstd compress time/HashTags	2485577575	2307466014	1.08
parquet_rs-zstd compress time/TPC-H l_comment canonical	3171924324	3119689903	1.02
parquet_rs-zstd compress time/TPC-H l_comment chunked	3179757865	3096191052	1.03
parquet_rs-zstd compress time/taxi	1447040721	1379794264	1.05
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000 🚨	8104253	6740033	1.20
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000 🚨	7890232	6718017	1.17
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000	88359528	80784499	1.09
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000	85908044	80847563	1.06
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000	904231816	864308213	1.05
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000	889094043	879668801	1.01
parquet_rs-zstd decompress time/Arade	642746979	634266385	1.01
parquet_rs-zstd decompress time/Bimbo	1728532124	1731323710	1.00
parquet_rs-zstd decompress time/CMSprovider	1969581842	1925165943	1.02
parquet_rs-zstd decompress time/Euro2016	383997380	383375089	1.00
parquet_rs-zstd decompress time/Food	220456362	216582475	1.02
parquet_rs-zstd decompress time/HashTags	666087037	622153016	1.07
parquet_rs-zstd decompress time/TPC-H l_comment canonical	573103148	558174481	1.03
parquet_rs-zstd decompress time/TPC-H l_comment chunked	568735023	558576208	1.02
parquet_rs-zstd decompress time/taxi	244588303	247221951	0.99
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000 🚨	3073930	2743707	1.12
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000	2942501	2720914	1.08
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000 🚨	35294315	30922050	1.14
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000	34447113	31510292	1.09
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000	357679479	348222072	1.03
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000	354565116	340661379	1.04
vortex-file-compressed size/Arade	145363796	145363796	1.00
vortex-file-compressed size/Bimbo	468763332	468763332	1.00
vortex-file-compressed size/CMSprovider	417907812	417907812	1.00
vortex-file-compressed size/Euro2016	163393980	163599156	1.00
vortex-file-compressed size/Food	41926936	41926936	1.00
vortex-file-compressed size/HashTags	195647828	195647828	1.00
vortex-file-compressed size/TPC-H l_comment canonical	179087360	179087360	1.00
vortex-file-compressed size/TPC-H l_comment chunked	179087360	179087360	1.00
vortex-file-compressed size/taxi	52363948	52363948	1.00
vortex-file-compressed size/wide table cols=100 chunks=1 rows=1000	930848	930848	1.00
vortex-file-compressed size/wide table cols=100 chunks=50 rows=1000	930848	930848	1.00
vortex-file-compressed size/wide table cols=1000 chunks=1 rows=1000	9293648	9293648	1.00
vortex-file-compressed size/wide table cols=1000 chunks=50 rows=1000	9293648	9293648	1.00
vortex-file-compressed size/wide table cols=10000 chunks=1 rows=1000	92957648	92957648	1.00
vortex-file-compressed size/wide table cols=10000 chunks=50 rows=1000	92957648	92957648	1.00
vortex:parquet-zstd ratio compress time/Arade	0	0	1.00
vortex:parquet-zstd ratio compress time/Bimbo	0	0	0.98
vortex:parquet-zstd ratio compress time/CMSprovider	0	0	0.93
vortex:parquet-zstd ratio compress time/Euro2016	0	0	0.99
vortex:parquet-zstd ratio compress time/Food	0	0	0.95
vortex:parquet-zstd ratio compress time/HashTags	0	0	0.93
vortex:parquet-zstd ratio compress time/TPC-H l_comment canonical	0	0	1.01
vortex:parquet-zstd ratio compress time/TPC-H l_comment chunked	0	0	0.97
vortex:parquet-zstd ratio compress time/taxi	0	0	0.95
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000 🚀	1	1	0.89
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=50 rows=1000 🚀	1	1	0.88
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000	1	1	0.91
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000	1	1	0.98
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000	1	1	1.00
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=50 rows=1000	1	1	1.01
vortex:parquet-zstd ratio decompress time/Arade	0	0	1.01
vortex:parquet-zstd ratio decompress time/Bimbo	0	0	1.07
vortex:parquet-zstd ratio decompress time/CMSprovider 🚨	0	0	1.10
vortex:parquet-zstd ratio decompress time/Euro2016	0	0	1.04
vortex:parquet-zstd ratio decompress time/Food	0	0	1.00
vortex:parquet-zstd ratio decompress time/HashTags	0	0	0.96
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0	0	1.05
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked	0	0	0.99
vortex:parquet-zstd ratio decompress time/taxi	0	0	0.96
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000	0	0	0.93
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=1 rows=1000	0	0	0.98
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=50 rows=1000	0	0	0.99
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000	0	0	1.06
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000	0	0	1.07
vortex:parquet-zstd size/Arade	0	0	1.00
vortex:parquet-zstd size/Bimbo	1	1	1.00
vortex:parquet-zstd size/CMSprovider	1	1	1.00
vortex:parquet-zstd size/Euro2016	1	1	1.00
vortex:parquet-zstd size/Food	1	1	1.00
vortex:parquet-zstd size/HashTags	1	1	1.00
vortex:parquet-zstd size/TPC-H l_comment canonical	1	1	1.00
vortex:parquet-zstd size/TPC-H l_comment chunked	1	1	1.00
vortex:parquet-zstd size/taxi	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=50 rows=1000	0	0	1.00