Adamg/try planus again

[AdamGS]

Summary

Closes: #000

Testing

[codspeed-hq]

Merging this PR will degrade performance by 24.22%

⚡ 4 improved benchmarks
❌ 9 regressed benchmarks
✅ 1093 untouched benchmarks
⏩ 1522 skipped benchmarks¹

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

Performance Changes

	Mode	Benchmark	BASE	HEAD	Efficiency
⚡	Simulation	pack_return_dtype[2000]	1.5 ms	1.3 ms	+11.08%
⚡	Simulation	pack_return_dtype[1000]	742.5 µs	669.3 µs	+10.94%
⚡	Simulation	pack_return_dtype[500]	373.7 µs	335.2 µs	+11.47%
❌	Simulation	new_bp_prim_test_between[i64, 16384]	118 µs	146.7 µs	-19.61%
❌	Simulation	new_bp_prim_test_between[i64, 32768]	182 µs	240.2 µs	-24.22%
❌	Simulation	old_alp_prim_test_between[f32, 32768]	398.3 µs	442.9 µs	-10.06%
❌	Simulation	new_bp_prim_test_between[i32, 16384]	101.3 µs	115.2 µs	-12.03%
⚡	Simulation	patched_take_10k_contiguous_not_patches	309.8 µs	281.7 µs	+10.01%
❌	Simulation	new_bp_prim_test_between[i32, 32768]	148.9 µs	177.2 µs	-15.98%
❌	Simulation	new_alp_prim_test_between[f64, 16384]	130.7 µs	152.5 µs	-14.27%
❌	Simulation	take_10k_contiguous	270.4 µs	314.4 µs	-14%
❌	Simulation	take_10k_random	209 µs	254.1 µs	-17.73%
❌	Simulation	old_bp_prim_test_between[i64, 32768]	473.8 µs	533.3 µs	-11.16%

---

_{Comparing adamg/try-planus-again (53212e6) with develop (60847b0)}

Footnotes

1. 1522 benchmarks were skipped, so the baseline results were used instead. If they were deleted from the codebase, click here and archive them to remove them from the performance reports. ↩

[github-actions]

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	f04b111		2	Explore Profiling Data

Previous Runs (2)

Status	Commit	Job	Attempt	Link
🟢 Done	53212e6		1	Explore Profiling Data
🟢 Done	f04b111		1	Explore Profiling Data

---

Powered by Polar Signals Cloud

[github-actions]

Benchmarks: PolarSignals Profiling

Vortex (geomean): 1.004x ➖

---

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

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	127235610	126126813	1.01
polarsignals_q01/datafusion:vortex-file-compressed	373506485	374494349	1.00
polarsignals_q02/datafusion:vortex-file-compressed	21633264	22215344	0.97
polarsignals_q03/datafusion:vortex-file-compressed	381233645	378781139	1.01
polarsignals_q04/datafusion:vortex-file-compressed	11403570	11277410	1.01
polarsignals_q05/datafusion:vortex-file-compressed	16359411	15233907	1.07
polarsignals_q06/datafusion:vortex-file-compressed	19145902	18735061	1.02
polarsignals_q07/datafusion:vortex-file-compressed	13962891	14282086	0.98
polarsignals_q08/datafusion:vortex-file-compressed	459000661	461185933	1.00
polarsignals_q09/datafusion:vortex-file-compressed	10486483	10739424	0.98

[github-actions]

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -2.8%
Vortex (geomean): 1.029x ➖
Parquet (geomean): 1.059x ➖
Shifts: Parquet (control) +5.9% · Median polish +2.7%

---

datafusion / vortex-file-compressed (1.040x ➖, 0↑ 2↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	48174427	47363935	1.02
tpch_q02/datafusion:vortex-file-compressed	33643997	32501371	1.04
tpch_q03/datafusion:vortex-file-compressed	28124445	25649299	1.10
tpch_q04/datafusion:vortex-file-compressed	18697878	18287308	1.02
tpch_q05/datafusion:vortex-file-compressed	54127220	53682440	1.01
tpch_q06/datafusion:vortex-file-compressed 🚨	10914373	9671248	1.13
tpch_q07/datafusion:vortex-file-compressed	64442400	62654637	1.03
tpch_q08/datafusion:vortex-file-compressed	43801411	45037811	0.97
tpch_q09/datafusion:vortex-file-compressed	56996321	54952274	1.04
tpch_q10/datafusion:vortex-file-compressed	45271227	44578735	1.02
tpch_q11/datafusion:vortex-file-compressed	18200445	17591185	1.03
tpch_q12/datafusion:vortex-file-compressed	25608769	23435359	1.09
tpch_q13/datafusion:vortex-file-compressed	27888102	27362602	1.02
tpch_q14/datafusion:vortex-file-compressed	16999969	16494704	1.03
tpch_q15/datafusion:vortex-file-compressed	26567225	26571567	1.00
tpch_q16/datafusion:vortex-file-compressed	25578036	24001957	1.07
tpch_q17/datafusion:vortex-file-compressed	67354547	61408080	1.10
tpch_q18/datafusion:vortex-file-compressed	81012793	77427285	1.05
tpch_q19/datafusion:vortex-file-compressed	26949044	27268487	0.99
tpch_q20/datafusion:vortex-file-compressed 🚨	36066934	31882034	1.13
tpch_q21/datafusion:vortex-file-compressed	76220900	74867177	1.02
tpch_q22/datafusion:vortex-file-compressed	17064082	16812676	1.01

datafusion / vortex-compact (1.027x ➖, 0↑ 0↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	59917162	60680083	0.99
tpch_q02/datafusion:vortex-compact	37415748	37091603	1.01
tpch_q03/datafusion:vortex-compact	31893134	31525385	1.01
tpch_q04/datafusion:vortex-compact	23854399	23081863	1.03
tpch_q05/datafusion:vortex-compact	58166025	54306680	1.07
tpch_q06/datafusion:vortex-compact	14667332	13787095	1.06
tpch_q07/datafusion:vortex-compact	70555749	69085095	1.02
tpch_q08/datafusion:vortex-compact	50841686	50246666	1.01
tpch_q09/datafusion:vortex-compact	63024721	59655721	1.06
tpch_q10/datafusion:vortex-compact	54275807	54585494	0.99
tpch_q11/datafusion:vortex-compact	20820468	19652695	1.06
tpch_q12/datafusion:vortex-compact	34154499	33711827	1.01
tpch_q13/datafusion:vortex-compact	36550196	36643996	1.00
tpch_q14/datafusion:vortex-compact	21543638	20615760	1.05
tpch_q15/datafusion:vortex-compact	36279724	35463289	1.02
tpch_q16/datafusion:vortex-compact	30719755	30037565	1.02
tpch_q17/datafusion:vortex-compact	71640313	70439502	1.02
tpch_q18/datafusion:vortex-compact	87217047	84660475	1.03
tpch_q19/datafusion:vortex-compact	40843540	39537457	1.03
tpch_q20/datafusion:vortex-compact	39371438	37766946	1.04
tpch_q21/datafusion:vortex-compact	88826949	85850619	1.03
tpch_q22/datafusion:vortex-compact	17867147	17351808	1.03

datafusion / parquet (1.077x ➖, 0↑ 5↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚨	137063898	92828006	1.48
tpch_q02/datafusion:parquet	71650316	68923718	1.04
tpch_q03/datafusion:parquet 🚨	81840647	72507478	1.13
tpch_q04/datafusion:parquet	49533268	47012131	1.05
tpch_q05/datafusion:parquet	103650920	101175617	1.02
tpch_q06/datafusion:parquet 🚨	46750058	41520653	1.13
tpch_q07/datafusion:parquet	117732665	110094723	1.07
tpch_q08/datafusion:parquet	100933155	96098285	1.05
tpch_q09/datafusion:parquet	140620031	133659604	1.05
tpch_q10/datafusion:parquet	122915692	120370378	1.02
tpch_q11/datafusion:parquet	50277608	47769930	1.05
tpch_q12/datafusion:parquet 🚨	96228598	82712964	1.16
tpch_q13/datafusion:parquet	210253247	202585082	1.04
tpch_q14/datafusion:parquet	49028428	51424279	0.95
tpch_q15/datafusion:parquet	67736199	63885855	1.06
tpch_q16/datafusion:parquet	51508618	49410426	1.04
tpch_q17/datafusion:parquet	142787349	139077852	1.03
tpch_q18/datafusion:parquet	170839178	165330820	1.03
tpch_q19/datafusion:parquet 🚨	90832405	69168988	1.31
tpch_q20/datafusion:parquet	81480958	76982411	1.06
tpch_q21/datafusion:parquet	148420434	145985180	1.02
tpch_q22/datafusion:parquet	34990807	35165269	1.00

datafusion / arrow (1.028x ➖, 0↑ 1↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	54123261	56989044	0.95
tpch_q02/datafusion:arrow	22105404	22057191	1.00
tpch_q03/datafusion:arrow	35131263	33163242	1.06
tpch_q04/datafusion:arrow	28197188	27699743	1.02
tpch_q05/datafusion:arrow	80604432	81398156	0.99
tpch_q06/datafusion:arrow	20534776	20705177	0.99
tpch_q07/datafusion:arrow	114446656	115040132	0.99
tpch_q08/datafusion:arrow	46992343	44925083	1.05
tpch_q09/datafusion:arrow	71886809	68847891	1.04
tpch_q10/datafusion:arrow	54389921	50682088	1.07
tpch_q11/datafusion:arrow 🚨	12426413	11239477	1.11
tpch_q12/datafusion:arrow	58104408	54199152	1.07
tpch_q13/datafusion:arrow	50860863	49724819	1.02
tpch_q14/datafusion:arrow	24418410	22747344	1.07
tpch_q15/datafusion:arrow	47111770	44581546	1.06
tpch_q16/datafusion:arrow	21498153	20510114	1.05
tpch_q17/datafusion:arrow	71458057	71030893	1.01
tpch_q18/datafusion:arrow	145716838	144185200	1.01
tpch_q19/datafusion:arrow	40404880	41742472	0.97
tpch_q20/datafusion:arrow	39640344	39300800	1.01
tpch_q21/datafusion:arrow	157091743	150386536	1.04
tpch_q22/datafusion:arrow	20708249	19798898	1.05

duckdb / vortex-file-compressed (1.029x ➖, 0↑ 1↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	33423778	33269308	1.00
tpch_q02/duckdb:vortex-file-compressed	27365533	27466822	1.00
tpch_q03/duckdb:vortex-file-compressed	29915691	29209694	1.02
tpch_q04/duckdb:vortex-file-compressed	30370326	29538686	1.03
tpch_q05/duckdb:vortex-file-compressed	33242751	32016573	1.04
tpch_q06/duckdb:vortex-file-compressed	10879742	10550738	1.03
tpch_q07/duckdb:vortex-file-compressed	37103025	35906520	1.03
tpch_q08/duckdb:vortex-file-compressed	41361632	39274976	1.05
tpch_q09/duckdb:vortex-file-compressed	79923994	76699604	1.04
tpch_q10/duckdb:vortex-file-compressed	38262106	35724211	1.07
tpch_q11/duckdb:vortex-file-compressed	17340758	16265690	1.07
tpch_q12/duckdb:vortex-file-compressed	24665640	23538117	1.05
tpch_q13/duckdb:vortex-file-compressed	38110142	38153186	1.00
tpch_q14/duckdb:vortex-file-compressed	22080888	21507435	1.03
tpch_q15/duckdb:vortex-file-compressed	15871789	16051281	0.99
tpch_q16/duckdb:vortex-file-compressed	30016791	30573235	0.98
tpch_q17/duckdb:vortex-file-compressed	25431311	24860223	1.02
tpch_q18/duckdb:vortex-file-compressed	47804645	49285086	0.97
tpch_q19/duckdb:vortex-file-compressed 🚨	35357826	31781468	1.11
tpch_q20/duckdb:vortex-file-compressed	34570663	34381064	1.01
tpch_q21/duckdb:vortex-file-compressed	106748302	102033782	1.05
tpch_q22/duckdb:vortex-file-compressed	19435911	18369612	1.06

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

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	40021819	38106717	1.05
tpch_q02/duckdb:vortex-compact	38922826	36974944	1.05
tpch_q03/duckdb:vortex-compact	31986655	31642776	1.01
tpch_q04/duckdb:vortex-compact	34245823	33637429	1.02
tpch_q05/duckdb:vortex-compact	37477213	37991862	0.99
tpch_q06/duckdb:vortex-compact	14692364	14878490	0.99
tpch_q07/duckdb:vortex-compact	44049732	43060086	1.02
tpch_q08/duckdb:vortex-compact	46486456	46395765	1.00
tpch_q09/duckdb:vortex-compact	88158844	85320519	1.03
tpch_q10/duckdb:vortex-compact	40806657	40961251	1.00
tpch_q11/duckdb:vortex-compact	20708497	20718360	1.00
tpch_q12/duckdb:vortex-compact	37722605	37125341	1.02
tpch_q13/duckdb:vortex-compact	47834594	45797725	1.04
tpch_q14/duckdb:vortex-compact	29881665	29613458	1.01
tpch_q15/duckdb:vortex-compact	19758126	19297484	1.02
tpch_q16/duckdb:vortex-compact	37469928	36060441	1.04
tpch_q17/duckdb:vortex-compact	31130623	31572306	0.99
tpch_q18/duckdb:vortex-compact	51150648	49895319	1.03
tpch_q19/duckdb:vortex-compact	38994988	38311432	1.02
tpch_q20/duckdb:vortex-compact	45904943	44863050	1.02
tpch_q21/duckdb:vortex-compact	114532579	111333980	1.03
tpch_q22/duckdb:vortex-compact	21015796	20504784	1.02

duckdb / parquet (1.041x ➖, 1↑ 3↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet 🚨	108566886	79245046	1.37
tpch_q02/duckdb:parquet	39980424	39563682	1.01
tpch_q03/duckdb:parquet	69794792	70716624	0.99
tpch_q04/duckdb:parquet 🚨	54027659	47452074	1.14
tpch_q05/duckdb:parquet	68403574	69485243	0.98
tpch_q06/duckdb:parquet	20214650	20261053	1.00
tpch_q07/duckdb:parquet	79580194	78868260	1.01
tpch_q08/duckdb:parquet	92472772	95767877	0.97
tpch_q09/duckdb:parquet	153873668	141318905	1.09
tpch_q10/duckdb:parquet	139936443	136361589	1.03
tpch_q11/duckdb:parquet	22746915	22507204	1.01
tpch_q12/duckdb:parquet 🚀	47232841	56131445	0.84
tpch_q13/duckdb:parquet	272959634	260628018	1.05
tpch_q14/duckdb:parquet	50786545	47331378	1.07
tpch_q15/duckdb:parquet	24996273	25041188	1.00
tpch_q16/duckdb:parquet	56162992	54055689	1.04
tpch_q17/duckdb:parquet	55720239	53816730	1.04
tpch_q18/duckdb:parquet	121455835	121524143	1.00
tpch_q19/duckdb:parquet 🚨	87108894	68452251	1.27
tpch_q20/duckdb:parquet	63284925	62487594	1.01
tpch_q21/duckdb:parquet	179231629	171069832	1.05
tpch_q22/duckdb:parquet	54916522	52235626	1.05

duckdb / duckdb (1.030x ➖, 0↑ 1↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	16239753	15938099	1.02
tpch_q02/duckdb:duckdb	12051417	11597330	1.04
tpch_q03/duckdb:duckdb 🚨	20705951	18733160	1.11
tpch_q04/duckdb:duckdb	19933147	19153158	1.04
tpch_q05/duckdb:duckdb	20464991	19647238	1.04
tpch_q06/duckdb:duckdb	5677232	5189391	1.09
tpch_q07/duckdb:duckdb	23439864	22740584	1.03
tpch_q08/duckdb:duckdb	21158071	20928493	1.01
tpch_q09/duckdb:duckdb	54133734	56601755	0.96
tpch_q10/duckdb:duckdb	45489328	44631164	1.02
tpch_q11/duckdb:duckdb	5966996	5460309	1.09
tpch_q12/duckdb:duckdb	14407410	13437153	1.07
tpch_q13/duckdb:duckdb	37631955	38289200	0.98
tpch_q14/duckdb:duckdb	18530277	17999132	1.03
tpch_q15/duckdb:duckdb	11932218	11820378	1.01
tpch_q16/duckdb:duckdb	23423254	22804996	1.03
tpch_q17/duckdb:duckdb	13762841	13419979	1.03
tpch_q18/duckdb:duckdb	39806453	37040120	1.07
tpch_q19/duckdb:duckdb	25572376	27197075	0.94
tpch_q20/duckdb:duckdb	22869710	23398561	0.98
tpch_q21/duckdb:duckdb	58028074	54930007	1.06
tpch_q22/duckdb:duckdb	24928873	23895232	1.04

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-5.0%	+42.2%	-33.2%	+28.1%	✅ faster
1	datafusion:vortex-compact	-1.3%	+42.2%	-30.6%	+27.6%	✅ faster
1	datafusion:vortex-file-compressed	+1.7%	+42.2%	-28.5%	+29.1%	✅ faster
1	duckdb:duckdb	+1.9%	+42.2%	-28.4%	+27.0%	✅ faster
1	duckdb:vortex-compact	+5.0%	+42.2%	-26.2%	+27.0%	✅ faster
1	duckdb:vortex-file-compressed	+0.5%	+42.2%	-29.4%	+26.3%	✅ faster
2	datafusion:arrow	+0.2%	+2.5%	-2.2%	+24.3%	➖ noise
2	datafusion:vortex-compact	+0.9%	+2.5%	-1.6%	+24.3%	➖ noise
2	datafusion:vortex-file-compressed	+3.5%	+2.5%	+1.0%	+24.3%	➖ noise
2	duckdb:duckdb	+3.9%	+2.5%	+1.4%	+24.3%	➖ noise
2	duckdb:vortex-compact	+5.3%	+2.5%	+2.7%	+24.3%	➖ noise
2	duckdb:vortex-file-compressed	-0.4%	+2.5%	-2.8%	+24.3%	➖ noise
3	datafusion:arrow	+5.9%	+5.5%	+0.4%	+24.3%	➖ noise
3	datafusion:vortex-compact	+1.2%	+5.5%	-4.1%	+24.3%	➖ noise
3	datafusion:vortex-file-compressed	+9.6%	+5.5%	+3.9%	+24.3%	➖ noise
3	duckdb:duckdb	+10.5%	+5.5%	+4.7%	+24.3%	➖ noise
3	duckdb:vortex-compact	+1.1%	+5.5%	-4.2%	+24.3%	➖ noise
3	duckdb:vortex-file-compressed	+2.4%	+5.5%	-3.0%	+24.3%	➖ noise
4	datafusion:arrow	+1.8%	+9.5%	-7.1%	+24.3%	➖ noise
4	datafusion:vortex-compact	+3.3%	+9.5%	-5.6%	+24.3%	➖ noise
4	datafusion:vortex-file-compressed	+2.2%	+9.5%	-6.6%	+24.3%	➖ noise
4	duckdb:duckdb	+4.1%	+9.5%	-5.0%	+24.3%	➖ noise
4	duckdb:vortex-compact	+1.8%	+9.5%	-7.0%	+24.3%	➖ noise
4	duckdb:vortex-file-compressed	+2.8%	+9.5%	-6.1%	+24.3%	➖ noise
5	datafusion:arrow	-1.0%	+0.4%	-1.4%	+24.3%	➖ noise
5	datafusion:vortex-compact	+7.1%	+0.4%	+6.7%	+24.3%	➖ noise
5	datafusion:vortex-file-compressed	+0.8%	+0.4%	+0.4%	+24.3%	➖ noise
5	duckdb:duckdb	+4.2%	+0.4%	+3.7%	+24.3%	➖ noise
5	duckdb:vortex-compact	-1.4%	+0.4%	-1.8%	+24.3%	➖ noise
5	duckdb:vortex-file-compressed	+3.8%	+0.4%	+3.4%	+24.3%	➖ noise
6	datafusion:arrow	-0.8%	+6.0%	-6.4%	+24.3%	➖ noise
6	datafusion:vortex-compact	+6.4%	+6.0%	+0.4%	+25.9%	➖ noise
6	datafusion:vortex-file-compressed	+12.9%	+6.0%	+6.5%	+24.3%	➖ noise
6	duckdb:duckdb	+9.4%	+6.0%	+3.2%	+25.1%	➖ noise
6	duckdb:vortex-compact	-1.3%	+6.0%	-6.8%	+28.5%	➖ noise
6	duckdb:vortex-file-compressed	+3.1%	+6.0%	-2.7%	+24.3%	➖ noise
7	datafusion:arrow	-0.5%	+3.9%	-4.2%	+24.3%	➖ noise
7	datafusion:vortex-compact	+2.1%	+3.9%	-1.7%	+24.3%	➖ noise
7	datafusion:vortex-file-compressed	+2.9%	+3.9%	-1.0%	+24.3%	➖ noise
7	duckdb:duckdb	+3.1%	+3.9%	-0.8%	+24.3%	➖ noise
7	duckdb:vortex-compact	+2.3%	+3.9%	-1.5%	+24.3%	➖ noise
7	duckdb:vortex-file-compressed	+3.3%	+3.9%	-0.5%	+24.3%	➖ noise
8	datafusion:arrow	+4.6%	+0.7%	+3.9%	+24.3%	➖ noise
8	datafusion:vortex-compact	+1.2%	+0.7%	+0.5%	+24.3%	➖ noise
8	datafusion:vortex-file-compressed	-2.7%	+0.7%	-3.4%	+24.3%	➖ noise
8	duckdb:duckdb	+1.1%	+0.7%	+0.4%	+24.3%	➖ noise
8	duckdb:vortex-compact	+0.2%	+0.7%	-0.5%	+24.3%	➖ noise
8	duckdb:vortex-file-compressed	+5.3%	+0.7%	+4.6%	+24.3%	➖ noise
9	datafusion:arrow	+4.4%	+7.0%	-2.4%	+24.3%	➖ noise
9	datafusion:vortex-compact	+5.6%	+7.0%	-1.3%	+24.3%	➖ noise
9	datafusion:vortex-file-compressed	+3.7%	+7.0%	-3.1%	+24.3%	➖ noise
9	duckdb:duckdb	-4.4%	+7.0%	-10.6%	+24.3%	➖ noise
9	duckdb:vortex-compact	+3.3%	+7.0%	-3.5%	+24.3%	➖ noise
9	duckdb:vortex-file-compressed	+4.2%	+7.0%	-2.6%	+24.3%	➖ noise
10	datafusion:arrow	+7.3%	+2.4%	+4.8%	+24.3%	➖ noise
10	datafusion:vortex-compact	-0.6%	+2.4%	-2.9%	+24.3%	➖ noise
10	datafusion:vortex-file-compressed	+1.6%	+2.4%	-0.8%	+24.3%	➖ noise
10	duckdb:duckdb	+1.9%	+2.4%	-0.4%	+24.3%	➖ noise
10	duckdb:vortex-compact	-0.4%	+2.4%	-2.7%	+24.3%	➖ noise
10	duckdb:vortex-file-compressed	+7.1%	+2.4%	+4.6%	+24.3%	➖ noise
11	datafusion:arrow	+10.6%	+3.1%	+7.2%	+24.3%	➖ noise
11	datafusion:vortex-compact	+5.9%	+3.1%	+2.7%	+24.3%	➖ noise
11	datafusion:vortex-file-compressed	+3.5%	+3.1%	+0.3%	+24.3%	➖ noise
11	duckdb:duckdb	+9.3%	+3.1%	+6.0%	+24.3%	➖ noise
11	duckdb:vortex-compact	-0.0%	+3.1%	-3.1%	+24.3%	➖ noise
11	duckdb:vortex-file-compressed	+6.6%	+3.1%	+3.4%	+24.3%	➖ noise
12	datafusion:arrow	+7.2%	-1.1%	+8.4%	+24.3%	➖ noise
12	datafusion:vortex-compact	+1.3%	-1.1%	+2.4%	+24.3%	➖ noise
12	datafusion:vortex-file-compressed	+9.3%	-1.1%	+10.4%	+24.3%	➖ noise
12	duckdb:duckdb	+7.2%	-1.1%	+8.4%	+24.3%	➖ noise
12	duckdb:vortex-compact	+1.6%	-1.1%	+2.7%	+24.3%	➖ noise
12	duckdb:vortex-file-compressed	+4.8%	-1.1%	+5.9%	+24.3%	➖ noise
13	datafusion:arrow	+2.3%	+4.3%	-1.9%	+24.3%	➖ noise
13	datafusion:vortex-compact	-0.3%	+4.3%	-4.3%	+24.3%	➖ noise
13	datafusion:vortex-file-compressed	+1.9%	+4.3%	-2.2%	+24.3%	➖ noise
13	duckdb:duckdb	-1.7%	+4.3%	-5.7%	+24.3%	➖ noise
13	duckdb:vortex-compact	+4.4%	+4.3%	+0.2%	+24.3%	➖ noise
13	duckdb:vortex-file-compressed	-0.1%	+4.3%	-4.2%	+24.3%	➖ noise
14	datafusion:arrow	+7.3%	+1.1%	+6.1%	+24.3%	➖ noise
14	datafusion:vortex-compact	+4.5%	+1.1%	+3.3%	+24.3%	➖ noise
14	datafusion:vortex-file-compressed	+3.1%	+1.1%	+1.9%	+24.3%	➖ noise
14	duckdb:duckdb	+3.0%	+1.1%	+1.8%	+24.3%	➖ noise
14	duckdb:vortex-compact	+0.9%	+1.1%	-0.2%	+24.3%	➖ noise
14	duckdb:vortex-file-compressed	+2.7%	+1.1%	+1.5%	+24.3%	➖ noise
15	datafusion:arrow	+5.7%	+2.9%	+2.7%	+24.3%	➖ noise
15	datafusion:vortex-compact	+2.3%	+2.9%	-0.6%	+24.3%	➖ noise
15	datafusion:vortex-file-compressed	-0.0%	+2.9%	-2.8%	+24.3%	➖ noise
15	duckdb:duckdb	+0.9%	+2.9%	-1.9%	+24.3%	➖ noise
15	duckdb:vortex-compact	+2.4%	+2.9%	-0.5%	+24.3%	➖ noise
15	duckdb:vortex-file-compressed	-1.1%	+2.9%	-3.9%	+24.3%	➖ noise
16	datafusion:arrow	+4.8%	+4.1%	+0.7%	+24.3%	➖ noise
16	datafusion:vortex-compact	+2.3%	+4.1%	-1.7%	+24.3%	➖ noise
16	datafusion:vortex-file-compressed	+6.6%	+4.1%	+2.4%	+24.3%	➖ noise
16	duckdb:duckdb	+2.7%	+4.1%	-1.3%	+24.3%	➖ noise
16	duckdb:vortex-compact	+3.9%	+4.1%	-0.2%	+24.3%	➖ noise
16	duckdb:vortex-file-compressed	-1.8%	+4.1%	-5.7%	+24.3%	➖ noise
17	datafusion:arrow	+0.6%	+3.1%	-2.4%	+24.3%	➖ noise
17	datafusion:vortex-compact	+1.7%	+3.1%	-1.4%	+24.3%	➖ noise
17	datafusion:vortex-file-compressed	+9.7%	+3.1%	+6.4%	+24.3%	➖ noise
17	duckdb:duckdb	+2.6%	+3.1%	-0.5%	+24.3%	➖ noise
17	duckdb:vortex-compact	-1.4%	+3.1%	-4.4%	+24.3%	➖ noise
17	duckdb:vortex-file-compressed	+2.3%	+3.1%	-0.8%	+24.3%	➖ noise
18	datafusion:arrow	+1.1%	+1.6%	-0.6%	+24.3%	➖ noise
18	datafusion:vortex-compact	+3.0%	+1.6%	+1.4%	+24.3%	➖ noise
18	datafusion:vortex-file-compressed	+4.6%	+1.6%	+3.0%	+24.3%	➖ noise
18	duckdb:duckdb	+7.5%	+1.6%	+5.8%	+24.3%	➖ noise
18	duckdb:vortex-compact	+2.5%	+1.6%	+0.9%	+24.3%	➖ noise
18	duckdb:vortex-file-compressed	-3.0%	+1.6%	-4.6%	+24.3%	➖ noise
19	datafusion:arrow	-3.2%	+29.3%	-25.1%	+24.3%	✅ faster
19	datafusion:vortex-compact	+3.3%	+29.3%	-20.1%	+24.3%	✅ faster
19	datafusion:vortex-file-compressed	-1.2%	+29.3%	-23.5%	+24.7%	✅ faster
19	duckdb:duckdb	-6.0%	+29.3%	-27.3%	+25.0%	✅ faster
19	duckdb:vortex-compact	+1.8%	+29.3%	-21.3%	+24.3%	✅ faster
19	duckdb:vortex-file-compressed	+11.3%	+29.3%	-13.9%	+24.3%	➖ noise
20	datafusion:arrow	+0.9%	+3.5%	-2.6%	+24.3%	➖ noise
20	datafusion:vortex-compact	+4.2%	+3.5%	+0.7%	+24.3%	➖ noise
20	datafusion:vortex-file-compressed	+13.1%	+3.5%	+9.3%	+24.3%	➖ noise
20	duckdb:duckdb	-2.3%	+3.5%	-5.6%	+24.3%	➖ noise
20	duckdb:vortex-compact	+2.3%	+3.5%	-1.2%	+24.3%	➖ noise
20	duckdb:vortex-file-compressed	+0.6%	+3.5%	-2.9%	+24.3%	➖ noise
21	datafusion:arrow	+4.5%	+3.2%	+1.2%	+24.3%	➖ noise
21	datafusion:vortex-compact	+3.5%	+3.2%	+0.3%	+24.3%	➖ noise
21	datafusion:vortex-file-compressed	+1.8%	+3.2%	-1.4%	+24.3%	➖ noise
21	duckdb:duckdb	+5.6%	+3.2%	+2.4%	+24.3%	➖ noise
21	duckdb:vortex-compact	+2.9%	+3.2%	-0.3%	+24.3%	➖ noise
21	duckdb:vortex-file-compressed	+4.6%	+3.2%	+1.4%	+24.3%	➖ noise
22	datafusion:arrow	+4.6%	+2.3%	+2.3%	+24.3%	➖ noise
22	datafusion:vortex-compact	+3.0%	+2.3%	+0.7%	+24.3%	➖ noise
22	datafusion:vortex-file-compressed	+1.5%	+2.3%	-0.8%	+24.3%	➖ noise
22	duckdb:duckdb	+4.3%	+2.3%	+2.0%	+24.3%	➖ noise
22	duckdb:vortex-compact	+2.5%	+2.3%	+0.2%	+24.3%	➖ noise
22	duckdb:vortex-file-compressed	+5.8%	+2.3%	+3.4%	+24.3%	➖ noise

[github-actions]

Benchmarks: FineWeb NVMe

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +1.4%
Vortex (geomean): 0.963x ➖
Parquet (geomean): 0.950x ➖
Shifts: Parquet (control) -5.0% · Median polish -3.4%

---

datafusion / vortex-file-compressed (0.916x ➖, 3↑ 0↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	5014493	5468883	0.92
fineweb_q01/datafusion:vortex-file-compressed	26783979	29218276	0.92
fineweb_q02/datafusion:vortex-file-compressed 🚀	26654588	29618423	0.90
fineweb_q03/datafusion:vortex-file-compressed	85874426	85460944	1.00
fineweb_q04/datafusion:vortex-file-compressed	252326706	257638369	0.98
fineweb_q05/datafusion:vortex-file-compressed	227124769	232685523	0.98
fineweb_q06/datafusion:vortex-file-compressed	63894327	69988303	0.91
fineweb_q07/datafusion:vortex-file-compressed 🚀	63950133	74198218	0.86
fineweb_q08/datafusion:vortex-file-compressed 🚀	25362115	31883020	0.80

datafusion / vortex-compact (0.998x ➖, 0↑ 1↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	5027996	5305770	0.95
fineweb_q01/datafusion:vortex-compact	160696217	163733743	0.98
fineweb_q02/datafusion:vortex-compact	162671482	165953466	0.98
fineweb_q03/datafusion:vortex-compact	1436395345	1464488217	0.98
fineweb_q04/datafusion:vortex-compact	1582064942	1578124180	1.00
fineweb_q05/datafusion:vortex-compact	1233459319	1231968923	1.00
fineweb_q06/datafusion:vortex-compact	695609218	703951526	0.99
fineweb_q07/datafusion:vortex-compact	728872973	738211582	0.99
fineweb_q08/datafusion:vortex-compact 🚨	23342932	20763906	1.12

datafusion / parquet (0.939x ➖, 1↑ 0↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	6607382	7150984	0.92
fineweb_q01/datafusion:parquet	267887935	284698277	0.94
fineweb_q02/datafusion:parquet	267299649	286233477	0.93
fineweb_q03/datafusion:parquet	263652086	279944650	0.94
fineweb_q04/datafusion:parquet	289538067	295246377	0.98
fineweb_q05/datafusion:parquet	281383135	287526085	0.98
fineweb_q06/datafusion:parquet 🚀	271856335	302189965	0.90
fineweb_q07/datafusion:parquet	267001944	291301668	0.92
fineweb_q08/datafusion:parquet	264139450	281468523	0.94

duckdb / vortex-file-compressed (0.965x ➖, 2↑ 0↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed 🚀	3128016	3483380	0.90
fineweb_q01/duckdb:vortex-file-compressed	29857617	29316281	1.02
fineweb_q02/duckdb:vortex-file-compressed	26203592	27366120	0.96
fineweb_q03/duckdb:vortex-file-compressed 🚀	134727635	164845631	0.82
fineweb_q04/duckdb:vortex-file-compressed	228463900	228370867	1.00
fineweb_q05/duckdb:vortex-file-compressed	217519865	221109764	0.98
fineweb_q06/duckdb:vortex-file-compressed	66421686	68922473	0.96
fineweb_q07/duckdb:vortex-file-compressed	71636120	68332465	1.05
fineweb_q08/duckdb:vortex-file-compressed	25146877	24740525	1.02

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

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	3906547	4165350	0.94
fineweb_q01/duckdb:vortex-compact	103531828	97023852	1.07
fineweb_q02/duckdb:vortex-compact	117682416	119934690	0.98
fineweb_q03/duckdb:vortex-compact	864392753	888384611	0.97
fineweb_q04/duckdb:vortex-compact	909528471	928108742	0.98
fineweb_q05/duckdb:vortex-compact	804408719	824156992	0.98
fineweb_q06/duckdb:vortex-compact	459174481	476682919	0.96
fineweb_q07/duckdb:vortex-compact	477932171	480526521	0.99
fineweb_q08/duckdb:vortex-compact	22492911	24517158	0.92

duckdb / parquet (0.962x ➖, 0↑ 0↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	35183569	39076860	0.90
fineweb_q01/duckdb:parquet	91782605	96216428	0.95
fineweb_q02/duckdb:parquet	94406769	101764390	0.93
fineweb_q03/duckdb:parquet	305124478	314990878	0.97
fineweb_q04/duckdb:parquet	437823418	444293824	0.99
fineweb_q05/duckdb:parquet	408491133	416292407	0.98
fineweb_q06/duckdb:parquet	197766347	201746704	0.98
fineweb_q07/duckdb:parquet	208721831	213963310	0.98
fineweb_q08/duckdb:parquet	57382739	58151495	0.99

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-5.2%	-8.8%	+3.9%	+36.9%	➖ noise
0	datafusion:vortex-file-compressed	-8.3%	-8.8%	+0.5%	+54.1%	➖ noise
0	duckdb:vortex-compact	-6.2%	-8.8%	+2.8%	+32.9%	➖ noise
0	duckdb:vortex-file-compressed	-10.2%	-8.8%	-1.5%	+50.8%	➖ noise
1	datafusion:vortex-compact	-1.9%	-5.3%	+3.6%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	-8.3%	-5.3%	-3.2%	+25.1%	➖ noise
1	duckdb:vortex-compact	+6.7%	-5.3%	+12.6%	+20.1%	➖ noise
1	duckdb:vortex-file-compressed	+1.8%	-5.3%	+7.5%	+37.1%	➖ noise
2	datafusion:vortex-compact	-2.0%	-6.9%	+5.3%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-10.0%	-6.9%	-3.3%	+16.5%	➖ noise
2	duckdb:vortex-compact	-1.9%	-6.9%	+5.4%	+11.8%	➖ noise
2	duckdb:vortex-file-compressed	-4.2%	-6.9%	+2.9%	+10.0%	➖ noise
3	datafusion:vortex-compact	-1.9%	-4.5%	+2.7%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+0.5%	-4.5%	+5.2%	+20.6%	➖ noise
3	duckdb:vortex-compact	-2.7%	-4.5%	+1.9%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-18.3%	-4.5%	-14.4%	+19.2%	➖ noise
4	datafusion:vortex-compact	+0.2%	-1.7%	+2.0%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	-2.1%	-1.7%	-0.4%	+10.0%	➖ noise
4	duckdb:vortex-compact	-2.0%	-1.7%	-0.3%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+0.0%	-1.7%	+1.8%	+10.0%	➖ noise
5	datafusion:vortex-compact	+0.1%	-2.0%	+2.2%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-2.4%	-2.0%	-0.4%	+10.0%	➖ noise
5	duckdb:vortex-compact	-2.4%	-2.0%	-0.4%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-1.6%	-2.0%	+0.4%	+10.0%	➖ noise
6	datafusion:vortex-compact	-1.2%	-6.1%	+5.2%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-8.7%	-6.1%	-2.8%	+12.9%	➖ noise
6	duckdb:vortex-compact	-3.7%	-6.1%	+2.6%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-3.6%	-6.1%	+2.6%	+27.9%	➖ noise
7	datafusion:vortex-compact	-1.3%	-5.4%	+4.4%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-13.8%	-5.4%	-8.9%	+13.0%	➖ noise
7	duckdb:vortex-compact	-0.5%	-5.4%	+5.2%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+4.8%	-5.4%	+10.9%	+10.0%	🚨 regression
8	datafusion:vortex-compact	+12.4%	-3.8%	+16.8%	+19.5%	➖ noise
8	datafusion:vortex-file-compressed	-20.5%	-3.8%	-17.3%	+30.9%	➖ noise
8	duckdb:vortex-compact	-8.3%	-3.8%	-4.7%	+22.5%	➖ noise
8	duckdb:vortex-file-compressed	+1.6%	-3.8%	+5.6%	+15.6%	➖ noise

[github-actions]

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.3%
Vortex (geomean): 1.015x ➖
Parquet (geomean): 1.017x ➖
Shifts: Parquet (control) +1.7% · Median polish +1.5%

---

datafusion / vortex-file-compressed (1.020x ➖, 1↑ 0↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	28859302	28787738	1.00
tpcds_q02/datafusion:vortex-file-compressed	55631645	54210832	1.03
tpcds_q03/datafusion:vortex-file-compressed	21153540	20306172	1.04
tpcds_q04/datafusion:vortex-file-compressed	302609960	297196524	1.02
tpcds_q05/datafusion:vortex-file-compressed	54593524	54800287	1.00
tpcds_q06/datafusion:vortex-file-compressed	52843360	52569814	1.01
tpcds_q07/datafusion:vortex-file-compressed	54008730	51328881	1.05
tpcds_q08/datafusion:vortex-file-compressed	38574166	37339148	1.03
tpcds_q09/datafusion:vortex-file-compressed	56509892	54988191	1.03
tpcds_q10/datafusion:vortex-file-compressed	46675890	46954898	0.99
tpcds_q11/datafusion:vortex-file-compressed	172935163	167979376	1.03
tpcds_q12/datafusion:vortex-file-compressed	23925163	23519322	1.02
tpcds_q13/datafusion:vortex-file-compressed	64537214	61806347	1.04
tpcds_q14/datafusion:vortex-file-compressed	207621378	201453954	1.03
tpcds_q15/datafusion:vortex-file-compressed	36436948	34683365	1.05
tpcds_q16/datafusion:vortex-file-compressed	29050732	28626852	1.01
tpcds_q17/datafusion:vortex-file-compressed	68716916	68092905	1.01
tpcds_q18/datafusion:vortex-file-compressed	80717655	80750929	1.00
tpcds_q19/datafusion:vortex-file-compressed	31970772	32655489	0.98
tpcds_q20/datafusion:vortex-file-compressed	26304514	26623740	0.99
tpcds_q21/datafusion:vortex-file-compressed	142831150	133273941	1.07
tpcds_q22/datafusion:vortex-file-compressed	60166386	57003620	1.06
tpcds_q23/datafusion:vortex-file-compressed	153669793	152453968	1.01
tpcds_q24/datafusion:vortex-file-compressed	114186046	113066835	1.01
tpcds_q25/datafusion:vortex-file-compressed	68921702	67920496	1.01
tpcds_q26/datafusion:vortex-file-compressed	38102417	36677606	1.04
tpcds_q27/datafusion:vortex-file-compressed	123282775	118951686	1.04
tpcds_q28/datafusion:vortex-file-compressed	50921065	49666700	1.03
tpcds_q29/datafusion:vortex-file-compressed	71072299	68275511	1.04
tpcds_q30/datafusion:vortex-file-compressed	31981524	30938715	1.03
tpcds_q31/datafusion:vortex-file-compressed	100345213	96597567	1.04
tpcds_q32/datafusion:vortex-file-compressed	21052728	21389841	0.98
tpcds_q33/datafusion:vortex-file-compressed	39016410	39588310	0.99
tpcds_q34/datafusion:vortex-file-compressed	33132986	32999455	1.00
tpcds_q35/datafusion:vortex-file-compressed	57659144	58780823	0.98
tpcds_q36/datafusion:vortex-file-compressed	78618590	76273227	1.03
tpcds_q37/datafusion:vortex-file-compressed	35221251	34690762	1.02
tpcds_q38/datafusion:vortex-file-compressed	53904877	51941404	1.04
tpcds_q39/datafusion:vortex-file-compressed	139860994	151754700	0.92
tpcds_q40/datafusion:vortex-file-compressed	53554283	53029872	1.01
tpcds_q41/datafusion:vortex-file-compressed	18943491	17664718	1.07
tpcds_q42/datafusion:vortex-file-compressed	19885579	19391981	1.03
tpcds_q43/datafusion:vortex-file-compressed	32806062	32412199	1.01
tpcds_q44/datafusion:vortex-file-compressed	45058216	43457320	1.04
tpcds_q45/datafusion:vortex-file-compressed	34497303	34404267	1.00
tpcds_q46/datafusion:vortex-file-compressed	51449494	47168037	1.09
tpcds_q47/datafusion:vortex-file-compressed	214304383	202610163	1.06
tpcds_q48/datafusion:vortex-file-compressed	48264747	48728647	0.99
tpcds_q49/datafusion:vortex-file-compressed	70574388	72127390	0.98
tpcds_q50/datafusion:vortex-file-compressed	48056055	45635842	1.05
tpcds_q51/datafusion:vortex-file-compressed	92240122	90318118	1.02
tpcds_q52/datafusion:vortex-file-compressed	18680654	18242769	1.02
tpcds_q53/datafusion:vortex-file-compressed	26193962	26186932	1.00
tpcds_q54/datafusion:vortex-file-compressed	46642282	47285232	0.99
tpcds_q55/datafusion:vortex-file-compressed	18670268	18787341	0.99
tpcds_q56/datafusion:vortex-file-compressed	41047819	40851267	1.00
tpcds_q57/datafusion:vortex-file-compressed	128815487	127245600	1.01
tpcds_q58/datafusion:vortex-file-compressed	71796860	68738103	1.04
tpcds_q59/datafusion:vortex-file-compressed	77223855	73040996	1.06
tpcds_q60/datafusion:vortex-file-compressed	41071153	40824380	1.01
tpcds_q61/datafusion:vortex-file-compressed	52418372	51681217	1.01
tpcds_q62/datafusion:vortex-file-compressed	31671817	31076669	1.02
tpcds_q63/datafusion:vortex-file-compressed	27126051	26018931	1.04
tpcds_q64/datafusion:vortex-file-compressed	484795541	481754874	1.01
tpcds_q65/datafusion:vortex-file-compressed	50008471	48317196	1.04
tpcds_q66/datafusion:vortex-file-compressed	97031049	94811627	1.02
tpcds_q67/datafusion:vortex-file-compressed	121270387	116021528	1.05
tpcds_q68/datafusion:vortex-file-compressed	48557818	45604885	1.06
tpcds_q69/datafusion:vortex-file-compressed	46112069	44351472	1.04
tpcds_q70/datafusion:vortex-file-compressed	115237571	111204814	1.04
tpcds_q71/datafusion:vortex-file-compressed	32648338	31635547	1.03
tpcds_q72/datafusion:vortex-file-compressed	2643495103	2619743685	1.01
tpcds_q73/datafusion:vortex-file-compressed 🚀	33453352	37386171	0.89
tpcds_q74/datafusion:vortex-file-compressed	122569805	117586237	1.04
tpcds_q75/datafusion:vortex-file-compressed	124446607	119143067	1.04
tpcds_q76/datafusion:vortex-file-compressed	36829917	34731447	1.06
tpcds_q77/datafusion:vortex-file-compressed	52849047	53447748	0.99
tpcds_q78/datafusion:vortex-file-compressed	126132652	125900310	1.00
tpcds_q79/datafusion:vortex-file-compressed	40924680	39631205	1.03
tpcds_q80/datafusion:vortex-file-compressed	117919241	114790493	1.03
tpcds_q81/datafusion:vortex-file-compressed	38320418	36707698	1.04
tpcds_q82/datafusion:vortex-file-compressed	34883794	36898760	0.95
tpcds_q83/datafusion:vortex-file-compressed	52057976	52147765	1.00
tpcds_q84/datafusion:vortex-file-compressed	16915424	15702031	1.08
tpcds_q85/datafusion:vortex-file-compressed	103717515	101022683	1.03
tpcds_q86/datafusion:vortex-file-compressed	20030510	18630372	1.08
tpcds_q87/datafusion:vortex-file-compressed	52560721	55073092	0.95
tpcds_q88/datafusion:vortex-file-compressed	79066945	78709967	1.00
tpcds_q89/datafusion:vortex-file-compressed	38019628	37497827	1.01
tpcds_q90/datafusion:vortex-file-compressed	18565210	18958891	0.98
tpcds_q91/datafusion:vortex-file-compressed	26657783	26454776	1.01
tpcds_q92/datafusion:vortex-file-compressed	19663255	18591760	1.06
tpcds_q93/datafusion:vortex-file-compressed	35589227	34231420	1.04
tpcds_q94/datafusion:vortex-file-compressed	26706870	24512449	1.09
tpcds_q95/datafusion:vortex-file-compressed	61286659	60416104	1.01
tpcds_q96/datafusion:vortex-file-compressed	18495698	17249522	1.07
tpcds_q97/datafusion:vortex-file-compressed	32282917	31901231	1.01
tpcds_q98/datafusion:vortex-file-compressed	32992165	33048056	1.00
tpcds_q99/datafusion:vortex-file-compressed	48862620	47990133	1.02

datafusion / vortex-compact (1.016x ➖, 0↑ 1↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	39650809	36717739	1.08
tpcds_q02/datafusion:vortex-compact	58794412	58357088	1.01
tpcds_q03/datafusion:vortex-compact	26467808	25352799	1.04
tpcds_q04/datafusion:vortex-compact	343968916	330959691	1.04
tpcds_q05/datafusion:vortex-compact	67538184	67156622	1.01
tpcds_q06/datafusion:vortex-compact	56462265	56587825	1.00
tpcds_q07/datafusion:vortex-compact	68607160	66319631	1.03
tpcds_q08/datafusion:vortex-compact	47607903	48069392	0.99
tpcds_q09/datafusion:vortex-compact	104587465	106158807	0.99
tpcds_q10/datafusion:vortex-compact	64700216	64781628	1.00
tpcds_q11/datafusion:vortex-compact	190136151	187439561	1.01
tpcds_q12/datafusion:vortex-compact	26782566	26167806	1.02
tpcds_q13/datafusion:vortex-compact	133946777	128310767	1.04
tpcds_q14/datafusion:vortex-compact	259687903	254464724	1.02
tpcds_q15/datafusion:vortex-compact	39371278	39886221	0.99
tpcds_q16/datafusion:vortex-compact	41712281	40583053	1.03
tpcds_q17/datafusion:vortex-compact	95347901	94374593	1.01
tpcds_q18/datafusion:vortex-compact	95677394	97227092	0.98
tpcds_q19/datafusion:vortex-compact	46215305	45035501	1.03
tpcds_q20/datafusion:vortex-compact	31031781	30871223	1.01
tpcds_q21/datafusion:vortex-compact	149579178	140707275	1.06
tpcds_q22/datafusion:vortex-compact	67932489	68014219	1.00
tpcds_q23/datafusion:vortex-compact	187803776	184044436	1.02
tpcds_q24/datafusion:vortex-compact	143257350	142598592	1.00
tpcds_q25/datafusion:vortex-compact	100662214	96339493	1.04
tpcds_q26/datafusion:vortex-compact	49077863	49090183	1.00
tpcds_q27/datafusion:vortex-compact	160771472	162974124	0.99
tpcds_q28/datafusion:vortex-compact	103686028	100280345	1.03
tpcds_q29/datafusion:vortex-compact	96397812	95218014	1.01
tpcds_q30/datafusion:vortex-compact	38189698	36752183	1.04
tpcds_q31/datafusion:vortex-compact	129441905	125029903	1.04
tpcds_q32/datafusion:vortex-compact	28045816	26601318	1.05
tpcds_q33/datafusion:vortex-compact	52225163	53966906	0.97
tpcds_q34/datafusion:vortex-compact	50597901	49059682	1.03
tpcds_q35/datafusion:vortex-compact	70218050	70762954	0.99
tpcds_q36/datafusion:vortex-compact	99757242	103008548	0.97
tpcds_q37/datafusion:vortex-compact	50354429	51268171	0.98
tpcds_q38/datafusion:vortex-compact	69249039	68336829	1.01
tpcds_q39/datafusion:vortex-compact	150334880	154904389	0.97
tpcds_q40/datafusion:vortex-compact	60447266	59015304	1.02
tpcds_q41/datafusion:vortex-compact	22015372	22361753	0.98
tpcds_q42/datafusion:vortex-compact	25714273	25286373	1.02
tpcds_q43/datafusion:vortex-compact	40283848	39317286	1.02
tpcds_q44/datafusion:vortex-compact	74832450	74225622	1.01
tpcds_q45/datafusion:vortex-compact	37961878	38285247	0.99
tpcds_q46/datafusion:vortex-compact	70269419	71171980	0.99
tpcds_q47/datafusion:vortex-compact	236664036	228616070	1.04
tpcds_q48/datafusion:vortex-compact	100848164	100031300	1.01
tpcds_q49/datafusion:vortex-compact	99574910	98389223	1.01
tpcds_q50/datafusion:vortex-compact	63824918	64099087	1.00
tpcds_q51/datafusion:vortex-compact	98062218	96693548	1.01
tpcds_q52/datafusion:vortex-compact	26518934	25894091	1.02
tpcds_q53/datafusion:vortex-compact	36602556	35509848	1.03
tpcds_q54/datafusion:vortex-compact	57467755	58915097	0.98
tpcds_q55/datafusion:vortex-compact	24867678	24376959	1.02
tpcds_q56/datafusion:vortex-compact	55267688	55484346	1.00
tpcds_q57/datafusion:vortex-compact	144864841	141406718	1.02
tpcds_q58/datafusion:vortex-compact	79362844	77627338	1.02
tpcds_q59/datafusion:vortex-compact	87006726	87031010	1.00
tpcds_q60/datafusion:vortex-compact	54984443	56597012	0.97
tpcds_q61/datafusion:vortex-compact	73121345	75358083	0.97
tpcds_q62/datafusion:vortex-compact	34162961	33032285	1.03
tpcds_q63/datafusion:vortex-compact	37294638	35623759	1.05
tpcds_q64/datafusion:vortex-compact	547854018	546841667	1.00
tpcds_q65/datafusion:vortex-compact	70949467	68242053	1.04
tpcds_q66/datafusion:vortex-compact	102282157	101047832	1.01
tpcds_q67/datafusion:vortex-compact	128549212	128656250	1.00
tpcds_q68/datafusion:vortex-compact	69522912	69164920	1.01
tpcds_q69/datafusion:vortex-compact	60505045	60592909	1.00
tpcds_q70/datafusion:vortex-compact	124604292	128543196	0.97
tpcds_q71/datafusion:vortex-compact	46419253	47470988	0.98
tpcds_q72/datafusion:vortex-compact	2685742657	2660260913	1.01
tpcds_q73/datafusion:vortex-compact	50479917	50870120	0.99
tpcds_q74/datafusion:vortex-compact	135670875	132373107	1.02
tpcds_q75/datafusion:vortex-compact	168695830	168220973	1.00
tpcds_q76/datafusion:vortex-compact	54731204	52166001	1.05
tpcds_q77/datafusion:vortex-compact	69051302	66129978	1.04
tpcds_q78/datafusion:vortex-compact	152090286	149629927	1.02
tpcds_q79/datafusion:vortex-compact	60471918	60750737	1.00
tpcds_q80/datafusion:vortex-compact	135592255	134325070	1.01
tpcds_q81/datafusion:vortex-compact	45279694	42712651	1.06
tpcds_q82/datafusion:vortex-compact	49372032	49530836	1.00
tpcds_q83/datafusion:vortex-compact	62256137	59528348	1.05
tpcds_q84/datafusion:vortex-compact	19425062	19055622	1.02
tpcds_q85/datafusion:vortex-compact	131245773	124646597	1.05
tpcds_q86/datafusion:vortex-compact 🚨	21776205	19721539	1.10
tpcds_q87/datafusion:vortex-compact	69213256	66271399	1.04
tpcds_q88/datafusion:vortex-compact	137347063	139440109	0.98
tpcds_q89/datafusion:vortex-compact	46296346	47313279	0.98
tpcds_q90/datafusion:vortex-compact	25243944	24302606	1.04
tpcds_q91/datafusion:vortex-compact	43307829	41824107	1.04
tpcds_q92/datafusion:vortex-compact	22032212	21235617	1.04
tpcds_q93/datafusion:vortex-compact	49688652	47231872	1.05
tpcds_q94/datafusion:vortex-compact	34036118	31840570	1.07
tpcds_q95/datafusion:vortex-compact	74917443	73105836	1.02
tpcds_q96/datafusion:vortex-compact	27697566	27180423	1.02
tpcds_q97/datafusion:vortex-compact	41972949	41528940	1.01
tpcds_q98/datafusion:vortex-compact	40224995	37571114	1.07
tpcds_q99/datafusion:vortex-compact	54687927	50740743	1.08

datafusion / parquet (1.022x ➖, 0↑ 4↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	39135404	37477171	1.04
tpcds_q02/datafusion:parquet	49494804	46440849	1.07
tpcds_q03/datafusion:parquet	15541127	15832687	0.98
tpcds_q04/datafusion:parquet	333028500	324422149	1.03
tpcds_q05/datafusion:parquet	51779217	52295033	0.99
tpcds_q06/datafusion:parquet	64949416	65695296	0.99
tpcds_q07/datafusion:parquet	92021809	87556191	1.05
tpcds_q08/datafusion:parquet	35640629	34288214	1.04
tpcds_q09/datafusion:parquet	60164826	56567363	1.06
tpcds_q10/datafusion:parquet	86952651	81725942	1.06
tpcds_q11/datafusion:parquet	182708241	179770092	1.02
tpcds_q12/datafusion:parquet	23265414	23265647	1.00
tpcds_q13/datafusion:parquet	90004706	88399062	1.02
tpcds_q14/datafusion:parquet	196526335	199589751	0.98
tpcds_q15/datafusion:parquet	25051259	26645845	0.94
tpcds_q16/datafusion:parquet	29207787	29103254	1.00
tpcds_q17/datafusion:parquet	71351092	72086455	0.99
tpcds_q18/datafusion:parquet	135522933	130207602	1.04
tpcds_q19/datafusion:parquet	28967544	27982521	1.04
tpcds_q20/datafusion:parquet	22300523	20689328	1.08
tpcds_q21/datafusion:parquet	22981987	22625342	1.02
tpcds_q22/datafusion:parquet	147542782	147168999	1.00
tpcds_q23/datafusion:parquet	171854982	164863716	1.04
tpcds_q24/datafusion:parquet	109150007	106388231	1.03
tpcds_q25/datafusion:parquet	71474629	73403150	0.97
tpcds_q26/datafusion:parquet	77336279	75410302	1.03
tpcds_q27/datafusion:parquet	166185033	162185508	1.02
tpcds_q28/datafusion:parquet	51067252	48377230	1.06
tpcds_q29/datafusion:parquet	74415193	72421349	1.03
tpcds_q30/datafusion:parquet	47121366	46299280	1.02
tpcds_q31/datafusion:parquet	79204478	77452826	1.02
tpcds_q32/datafusion:parquet	23354663	22536880	1.04
tpcds_q33/datafusion:parquet	37536542	35867821	1.05
tpcds_q34/datafusion:parquet	27430496	27613320	0.99
tpcds_q35/datafusion:parquet	89512155	85770544	1.04
tpcds_q36/datafusion:parquet	65876789	65128730	1.01
tpcds_q37/datafusion:parquet	23970418	23482590	1.02
tpcds_q38/datafusion:parquet	51843132	52021203	1.00
tpcds_q39/datafusion:parquet	88566458	84489976	1.05
tpcds_q40/datafusion:parquet 🚨	31775222	27732923	1.15
tpcds_q41/datafusion:parquet 🚨	18123754	16443695	1.10
tpcds_q42/datafusion:parquet	14610212	14310611	1.02
tpcds_q43/datafusion:parquet 🚨	20849588	18437454	1.13
tpcds_q44/datafusion:parquet	43461261	42537569	1.02
tpcds_q45/datafusion:parquet	33340296	32770259	1.02
tpcds_q46/datafusion:parquet	39595162	39610765	1.00
tpcds_q47/datafusion:parquet	141261927	138291358	1.02
tpcds_q48/datafusion:parquet	82237785	81544395	1.01
tpcds_q49/datafusion:parquet	66053590	64402931	1.03
tpcds_q50/datafusion:parquet	49512845	48613544	1.02
tpcds_q51/datafusion:parquet	91492025	90605415	1.01
tpcds_q52/datafusion:parquet	15216140	14639104	1.04
tpcds_q53/datafusion:parquet	22582098	22278947	1.01
tpcds_q54/datafusion:parquet	43409645	42479645	1.02
tpcds_q55/datafusion:parquet	14099402	13906932	1.01
tpcds_q56/datafusion:parquet	36899756	36377268	1.01
tpcds_q57/datafusion:parquet	116402278	111991609	1.04
tpcds_q58/datafusion:parquet	58392336	58956482	0.99
tpcds_q59/datafusion:parquet	62755826	62999510	1.00
tpcds_q60/datafusion:parquet	37183070	36442208	1.02
tpcds_q61/datafusion:parquet	50740227	51058662	0.99
tpcds_q62/datafusion:parquet	29932316	29044220	1.03
tpcds_q63/datafusion:parquet	23491234	22652587	1.04
tpcds_q64/datafusion:parquet	566401290	557613576	1.02
tpcds_q65/datafusion:parquet	46028663	45243751	1.02
tpcds_q66/datafusion:parquet	76026206	76990681	0.99
tpcds_q67/datafusion:parquet	153229187	151547642	1.01
tpcds_q68/datafusion:parquet	41563505	38991284	1.07
tpcds_q69/datafusion:parquet	80712451	79866868	1.01
tpcds_q70/datafusion:parquet	98479225	99888503	0.99
tpcds_q71/datafusion:parquet	27960914	27353792	1.02
tpcds_q72/datafusion:parquet	642355226	634250505	1.01
tpcds_q73/datafusion:parquet	27679406	27422166	1.01
tpcds_q74/datafusion:parquet	108127191	103896277	1.04
tpcds_q75/datafusion:parquet	121063406	119550756	1.01
tpcds_q76/datafusion:parquet	36504458	35000908	1.04
tpcds_q77/datafusion:parquet	51365038	49840291	1.03
tpcds_q78/datafusion:parquet	125775356	123840078	1.02
tpcds_q79/datafusion:parquet	32983041	31716401	1.04
tpcds_q80/datafusion:parquet	95336955	93267308	1.02
tpcds_q81/datafusion:parquet	42740642	41899744	1.02
tpcds_q82/datafusion:parquet	24585775	23485900	1.05
tpcds_q83/datafusion:parquet	49701431	49437875	1.01
tpcds_q84/datafusion:parquet	48441464	49057706	0.99
tpcds_q85/datafusion:parquet	175265490	171231589	1.02
tpcds_q86/datafusion:parquet	18436896	17183408	1.07
tpcds_q87/datafusion:parquet	51956527	50283179	1.03
tpcds_q88/datafusion:parquet	71505175	70569385	1.01
tpcds_q89/datafusion:parquet	25433072	24861189	1.02
tpcds_q90/datafusion:parquet	19516880	18766694	1.04
tpcds_q91/datafusion:parquet	70020126	72875967	0.96
tpcds_q92/datafusion:parquet	22960707	22471768	1.02
tpcds_q93/datafusion:parquet	35554751	36637239	0.97
tpcds_q94/datafusion:parquet	25951267	25479081	1.02
tpcds_q95/datafusion:parquet	69105508	68544529	1.01
tpcds_q96/datafusion:parquet	15264671	14840581	1.03
tpcds_q97/datafusion:parquet 🚨	35523485	32148275	1.10
tpcds_q98/datafusion:parquet	25055642	26447527	0.95
tpcds_q99/datafusion:parquet	28725285	29024513	0.99

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

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	27679212	25797346	1.07
tpcds_q02/duckdb:vortex-file-compressed	83126850	85358519	0.97
tpcds_q03/duckdb:vortex-file-compressed	24976812	24210081	1.03
tpcds_q04/duckdb:vortex-file-compressed	106827841	109295549	0.98
tpcds_q05/duckdb:vortex-file-compressed	104011098	97992603	1.06
tpcds_q06/duckdb:vortex-file-compressed	36514838	37043992	0.99
tpcds_q07/duckdb:vortex-file-compressed	25289494	25732971	0.98
tpcds_q08/duckdb:vortex-file-compressed	24356211	24806634	0.98
tpcds_q09/duckdb:vortex-file-compressed	41093051	40416111	1.02
tpcds_q10/duckdb:vortex-file-compressed	38918974	37088748	1.05
tpcds_q11/duckdb:vortex-file-compressed	64169357	65338788	0.98
tpcds_q12/duckdb:vortex-file-compressed	14682658	15280685	0.96
tpcds_q13/duckdb:vortex-file-compressed	35458679	33630927	1.05
tpcds_q14/duckdb:vortex-file-compressed	199636840	190493219	1.05
tpcds_q15/duckdb:vortex-file-compressed	42387872	42763293	0.99
tpcds_q16/duckdb:vortex-file-compressed	30588927	31881105	0.96
tpcds_q17/duckdb:vortex-file-compressed	40005590	39968327	1.00
tpcds_q18/duckdb:vortex-file-compressed	48131389	48266938	1.00
tpcds_q19/duckdb:vortex-file-compressed	34986309	33391355	1.05
tpcds_q20/duckdb:vortex-file-compressed	16470970	17047435	0.97
tpcds_q21/duckdb:vortex-file-compressed	20128654	19162085	1.05
tpcds_q22/duckdb:vortex-file-compressed	119509446	111197924	1.07
tpcds_q23/duckdb:vortex-file-compressed	121441138	127704887	0.95
tpcds_q24/duckdb:vortex-file-compressed	58692570	57189512	1.03
tpcds_q25/duckdb:vortex-file-compressed	38846531	38697165	1.00
tpcds_q26/duckdb:vortex-file-compressed	40781809	41197710	0.99
tpcds_q27/duckdb:vortex-file-compressed	90681770	90018141	1.01
tpcds_q28/duckdb:vortex-file-compressed	38089975	38867589	0.98
tpcds_q29/duckdb:vortex-file-compressed	39136282	39843399	0.98
tpcds_q30/duckdb:vortex-file-compressed	28694613	29896827	0.96
tpcds_q31/duckdb:vortex-file-compressed	27375523	26858663	1.02
tpcds_q32/duckdb:vortex-file-compressed	16891449	17385266	0.97
tpcds_q33/duckdb:vortex-file-compressed	67237843	66033044	1.02
tpcds_q34/duckdb:vortex-file-compressed	20694651	20455446	1.01
tpcds_q35/duckdb:vortex-file-compressed	63893314	62057946	1.03
tpcds_q36/duckdb:vortex-file-compressed	29022341	28071588	1.03
tpcds_q37/duckdb:vortex-file-compressed	22411284	22420206	1.00
tpcds_q38/duckdb:vortex-file-compressed	38613941	37262399	1.04
tpcds_q39/duckdb:vortex-file-compressed	47892433	48895853	0.98
tpcds_q40/duckdb:vortex-file-compressed	24174233	25078088	0.96
tpcds_q41/duckdb:vortex-file-compressed	14300388	14397055	0.99
tpcds_q42/duckdb:vortex-file-compressed	11636346	11995043	0.97
tpcds_q43/duckdb:vortex-file-compressed	20546126	20558077	1.00
tpcds_q44/duckdb:vortex-file-compressed	24845177	23607344	1.05
tpcds_q45/duckdb:vortex-file-compressed	26785484	28486095	0.94
tpcds_q46/duckdb:vortex-file-compressed	50156128	49038107	1.02
tpcds_q47/duckdb:vortex-file-compressed	52281335	49628751	1.05
tpcds_q48/duckdb:vortex-file-compressed	32993498	30904966	1.07
tpcds_q49/duckdb:vortex-file-compressed	31417144	31947283	0.98
tpcds_q50/duckdb:vortex-file-compressed	37867868	37774804	1.00
tpcds_q51/duckdb:vortex-file-compressed	100238507	99399337	1.01
tpcds_q52/duckdb:vortex-file-compressed	11919278	12806602	0.93
tpcds_q53/duckdb:vortex-file-compressed	18232852	17182873	1.06
tpcds_q54/duckdb:vortex-file-compressed	50154251	48517487	1.03
tpcds_q55/duckdb:vortex-file-compressed	12183665	12720039	0.96
tpcds_q56/duckdb:vortex-file-compressed	67636536	68787248	0.98
tpcds_q57/duckdb:vortex-file-compressed	46657214	45668149	1.02
tpcds_q58/duckdb:vortex-file-compressed	34989281	34458965	1.02
tpcds_q59/duckdb:vortex-file-compressed	57930574	58206570	1.00
tpcds_q60/duckdb:vortex-file-compressed	70639925	70567607	1.00
tpcds_q61/duckdb:vortex-file-compressed	39781457	40090588	0.99
tpcds_q62/duckdb:vortex-file-compressed	19901478	20567536	0.97
tpcds_q63/duckdb:vortex-file-compressed	18112432	17938647	1.01
tpcds_q64/duckdb:vortex-file-compressed	85969118	81478265	1.06
tpcds_q65/duckdb:vortex-file-compressed	23360097	24377346	0.96
tpcds_q66/duckdb:vortex-file-compressed 🚨	64275239	54523414	1.18
tpcds_q67/duckdb:vortex-file-compressed	149984921	145424587	1.03
tpcds_q68/duckdb:vortex-file-compressed	41885940	41857149	1.00
tpcds_q69/duckdb:vortex-file-compressed	39776312	39120309	1.02
tpcds_q70/duckdb:vortex-file-compressed	25360108	25312173	1.00
tpcds_q71/duckdb:vortex-file-compressed	21458745	22000826	0.98
tpcds_q72/duckdb:vortex-file-compressed	179438955	179683597	1.00
tpcds_q73/duckdb:vortex-file-compressed	19862705	20187574	0.98
tpcds_q74/duckdb:vortex-file-compressed	51861611	50428855	1.03
tpcds_q75/duckdb:vortex-file-compressed	58297151	62449008	0.93
tpcds_q76/duckdb:vortex-file-compressed	70360518	68737374	1.02
tpcds_q77/duckdb:vortex-file-compressed	68433134	64679354	1.06
tpcds_q78/duckdb:vortex-file-compressed	77298875	80770362	0.96
tpcds_q79/duckdb:vortex-file-compressed	37959642	37986656	1.00
tpcds_q80/duckdb:vortex-file-compressed	93968769	89630117	1.05
tpcds_q81/duckdb:vortex-file-compressed	34493591	34985049	0.99
tpcds_q82/duckdb:vortex-file-compressed	23122161	23056340	1.00
tpcds_q83/duckdb:vortex-file-compressed	30094342	27753769	1.08
tpcds_q84/duckdb:vortex-file-compressed	18247715	18167108	1.00
tpcds_q85/duckdb:vortex-file-compressed	45997857	46228074	1.00
tpcds_q86/duckdb:vortex-file-compressed	17402249	17773875	0.98
tpcds_q87/duckdb:vortex-file-compressed 🚀	39841728	44698184	0.89
tpcds_q88/duckdb:vortex-file-compressed	37895480	36331355	1.04
tpcds_q89/duckdb:vortex-file-compressed	19105295	18676999	1.02
tpcds_q90/duckdb:vortex-file-compressed	15927098	15733257	1.01
tpcds_q91/duckdb:vortex-file-compressed	27403758	27492304	1.00
tpcds_q92/duckdb:vortex-file-compressed	14810217	14213193	1.04
tpcds_q93/duckdb:vortex-file-compressed	31135853	30036090	1.04
tpcds_q94/duckdb:vortex-file-compressed	23615620	22858367	1.03
tpcds_q95/duckdb:vortex-file-compressed	156474206	159417398	0.98
tpcds_q96/duckdb:vortex-file-compressed	12773010	13077464	0.98
tpcds_q97/duckdb:vortex-file-compressed	39240373	39971530	0.98
tpcds_q98/duckdb:vortex-file-compressed	18754990	18608984	1.01
tpcds_q99/duckdb:vortex-file-compressed	32792571	32569735	1.01

duckdb / vortex-compact (1.020x ➖, 0↑ 3↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact	35167242	34415932	1.02
tpcds_q02/duckdb:vortex-compact	128038165	125114210	1.02
tpcds_q03/duckdb:vortex-compact	52565239	52013218	1.01
tpcds_q04/duckdb:vortex-compact	123941730	123477885	1.00
tpcds_q05/duckdb:vortex-compact	170591472	164431694	1.04
tpcds_q06/duckdb:vortex-compact	38202683	37482721	1.02
tpcds_q07/duckdb:vortex-compact	37197946	36970584	1.01
tpcds_q08/duckdb:vortex-compact	29981492	29279003	1.02
tpcds_q09/duckdb:vortex-compact	114180727	110967874	1.03
tpcds_q10/duckdb:vortex-compact	46825961	47014615	1.00
tpcds_q11/duckdb:vortex-compact	74391765	75206653	0.99
tpcds_q12/duckdb:vortex-compact	19156428	20382189	0.94
tpcds_q13/duckdb:vortex-compact	49359310	48567553	1.02
tpcds_q14/duckdb:vortex-compact	278336190	270648570	1.03
tpcds_q15/duckdb:vortex-compact	46268703	45489860	1.02
tpcds_q16/duckdb:vortex-compact	39496372	37462592	1.05
tpcds_q17/duckdb:vortex-compact	52267059	50122717	1.04
tpcds_q18/duckdb:vortex-compact	67604223	67658400	1.00
tpcds_q19/duckdb:vortex-compact	40583067	38485442	1.05
tpcds_q20/duckdb:vortex-compact	22826858	21446625	1.06
tpcds_q21/duckdb:vortex-compact	27425847	30089689	0.91
tpcds_q22/duckdb:vortex-compact	119372670	117100072	1.02
tpcds_q23/duckdb:vortex-compact	164946503	171773224	0.96
tpcds_q24/duckdb:vortex-compact	70584607	69539938	1.02
tpcds_q25/duckdb:vortex-compact	51622278	49206513	1.05
tpcds_q26/duckdb:vortex-compact	55748781	52564134	1.06
tpcds_q27/duckdb:vortex-compact	134611036	132140678	1.02
tpcds_q28/duckdb:vortex-compact	108676972	106806488	1.02
tpcds_q29/duckdb:vortex-compact	50639903	51768119	0.98
tpcds_q30/duckdb:vortex-compact	36809348	35191742	1.05
tpcds_q31/duckdb:vortex-compact	32276819	30237510	1.07
tpcds_q32/duckdb:vortex-compact	23734345	23605313	1.01
tpcds_q33/duckdb:vortex-compact	136818596	136767997	1.00
tpcds_q34/duckdb:vortex-compact	25294573	24526821	1.03
tpcds_q35/duckdb:vortex-compact	69574390	67401469	1.03
tpcds_q36/duckdb:vortex-compact	36218376	35509659	1.02
tpcds_q37/duckdb:vortex-compact	33512501	32014516	1.05
tpcds_q38/duckdb:vortex-compact	40905718	40104591	1.02
tpcds_q39/duckdb:vortex-compact	54405677	53757328	1.01
tpcds_q40/duckdb:vortex-compact	31834729	30846280	1.03
tpcds_q41/duckdb:vortex-compact	17787462	17681682	1.01
tpcds_q42/duckdb:vortex-compact	15800044	15574120	1.01
tpcds_q43/duckdb:vortex-compact	24881045	25221339	0.99
tpcds_q44/duckdb:vortex-compact	31889985	30963641	1.03
tpcds_q45/duckdb:vortex-compact 🚨	35835987	31220217	1.15
tpcds_q46/duckdb:vortex-compact	58337065	56368647	1.03
tpcds_q47/duckdb:vortex-compact	56416528	55921982	1.01
tpcds_q48/duckdb:vortex-compact	42437711	42444916	1.00
tpcds_q49/duckdb:vortex-compact	48423865	47086397	1.03
tpcds_q50/duckdb:vortex-compact	44542455	43652114	1.02
tpcds_q51/duckdb:vortex-compact	106360485	103782494	1.02
tpcds_q52/duckdb:vortex-compact	15313662	16400298	0.93
tpcds_q53/duckdb:vortex-compact	23023447	23073361	1.00
tpcds_q54/duckdb:vortex-compact	88041248	85269772	1.03
tpcds_q55/duckdb:vortex-compact	15247505	15424080	0.99
tpcds_q56/duckdb:vortex-compact	134607354	128562692	1.05
tpcds_q57/duckdb:vortex-compact	49839799	50409863	0.99
tpcds_q58/duckdb:vortex-compact	41807057	41776585	1.00
tpcds_q59/duckdb:vortex-compact	68114952	68683831	0.99
tpcds_q60/duckdb:vortex-compact	131486508	134369552	0.98
tpcds_q61/duckdb:vortex-compact	49822595	51505364	0.97
tpcds_q62/duckdb:vortex-compact	22883259	22306901	1.03
tpcds_q63/duckdb:vortex-compact	23593961	23205518	1.02
tpcds_q64/duckdb:vortex-compact	102775212	99256503	1.04
tpcds_q65/duckdb:vortex-compact	28700525	28433579	1.01
tpcds_q66/duckdb:vortex-compact	102084790	94978229	1.07
tpcds_q67/duckdb:vortex-compact	151904681	155737136	0.98
tpcds_q68/duckdb:vortex-compact	52833916	51731652	1.02
tpcds_q69/duckdb:vortex-compact	46750388	47233912	0.99
tpcds_q70/duckdb:vortex-compact	29637524	30086909	0.99
tpcds_q71/duckdb:vortex-compact	25213193	25734581	0.98
tpcds_q72/duckdb:vortex-compact	197156286	197847998	1.00
tpcds_q73/duckdb:vortex-compact	25211153	23859858	1.06
tpcds_q74/duckdb:vortex-compact	56809728	56294536	1.01
tpcds_q75/duckdb:vortex-compact	75307486	72984798	1.03
tpcds_q76/duckdb:vortex-compact	129831505	119965769	1.08
tpcds_q77/duckdb:vortex-compact	128496925	120925326	1.06
tpcds_q78/duckdb:vortex-compact	85012230	84535764	1.01
tpcds_q79/duckdb:vortex-compact 🚨	58790934	51377586	1.14
tpcds_q80/duckdb:vortex-compact	160987926	154881368	1.04
tpcds_q81/duckdb:vortex-compact	40544581	41475889	0.98
tpcds_q82/duckdb:vortex-compact	32291871	32402731	1.00
tpcds_q83/duckdb:vortex-compact	47742760	45467594	1.05
tpcds_q84/duckdb:vortex-compact	23412661	21607188	1.08
tpcds_q85/duckdb:vortex-compact	65694612	60353120	1.09
tpcds_q86/duckdb:vortex-compact	20038428	20111934	1.00
tpcds_q87/duckdb:vortex-compact	41865431	40625846	1.03
tpcds_q88/duckdb:vortex-compact	38763041	38532300	1.01
tpcds_q89/duckdb:vortex-compact	24303387	23351450	1.04
tpcds_q90/duckdb:vortex-compact	17484845	16447791	1.06
tpcds_q91/duckdb:vortex-compact	47469763	43663840	1.09
tpcds_q92/duckdb:vortex-compact	19902157	20379675	0.98
tpcds_q93/duckdb:vortex-compact	36447649	35498864	1.03
tpcds_q94/duckdb:vortex-compact	28901521	28755668	1.01
tpcds_q95/duckdb:vortex-compact	146518601	160147098	0.91
tpcds_q96/duckdb:vortex-compact	14029137	13654384	1.03
tpcds_q97/duckdb:vortex-compact	41626922	41243836	1.01
tpcds_q98/duckdb:vortex-compact	23771082	23499777	1.01
tpcds_q99/duckdb:vortex-compact 🚨	39540353	34953090	1.13

duckdb / parquet (1.012x ➖, 0↑ 1↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	48830850	44748803	1.09
tpcds_q02/duckdb:parquet	59230261	60574274	0.98
tpcds_q03/duckdb:parquet	12215444	11936075	1.02
tpcds_q04/duckdb:parquet	124990842	127979281	0.98
tpcds_q05/duckdb:parquet 🚨	73606538	66813429	1.10
tpcds_q06/duckdb:parquet	29483920	28530066	1.03
tpcds_q07/duckdb:parquet	23115785	23746587	0.97
tpcds_q08/duckdb:parquet	28846789	28108294	1.03
tpcds_q09/duckdb:parquet	39593797	39512161	1.00
tpcds_q10/duckdb:parquet	36571355	34623686	1.06
tpcds_q11/duckdb:parquet	92230730	87516524	1.05
tpcds_q12/duckdb:parquet	14959941	14689234	1.02
tpcds_q13/duckdb:parquet	34951235	34271364	1.02
tpcds_q14/duckdb:parquet	163630446	170561039	0.96
tpcds_q15/duckdb:parquet	30730514	29977643	1.03
tpcds_q16/duckdb:parquet	21776205	22191850	0.98
tpcds_q17/duckdb:parquet	38855968	39284998	0.99
tpcds_q18/duckdb:parquet	47020362	46550960	1.01
tpcds_q19/duckdb:parquet	29149226	29053617	1.00
tpcds_q20/duckdb:parquet	15318696	15668576	0.98
tpcds_q21/duckdb:parquet	11591828	12616007	0.92
tpcds_q22/duckdb:parquet	71158005	69979847	1.02
tpcds_q23/duckdb:parquet	116216714	110363434	1.05
tpcds_q24/duckdb:parquet	46743937	46392317	1.01
tpcds_q25/duckdb:parquet	32723802	32900358	0.99
tpcds_q26/duckdb:parquet	38629340	37277267	1.04
tpcds_q27/duckdb:parquet	90214297	90436565	1.00
tpcds_q28/duckdb:parquet	37284557	37293021	1.00
tpcds_q29/duckdb:parquet	36781234	35714599	1.03
tpcds_q30/duckdb:parquet	41572778	39180155	1.06
tpcds_q31/duckdb:parquet	23567540	23281881	1.01
tpcds_q32/duckdb:parquet	11089931	11419495	0.97
tpcds_q33/duckdb:parquet	71269386	71774995	0.99
tpcds_q34/duckdb:parquet	21415949	20987544	1.02
tpcds_q35/duckdb:parquet	59922329	59571875	1.01
tpcds_q36/duckdb:parquet	20446011	20360926	1.00
tpcds_q37/duckdb:parquet	13734721	13511545	1.02
tpcds_q38/duckdb:parquet	34876750	32273583	1.08
tpcds_q39/duckdb:parquet	33477200	33230183	1.01
tpcds_q40/duckdb:parquet	18202614	17982246	1.01
tpcds_q41/duckdb:parquet	7415733	7565263	0.98
tpcds_q42/duckdb:parquet	10380661	10016457	1.04
tpcds_q43/duckdb:parquet	15831415	15581871	1.02
tpcds_q44/duckdb:parquet	21418473	20630965	1.04
tpcds_q45/duckdb:parquet	27622603	27267998	1.01
tpcds_q46/duckdb:parquet	46279501	47065420	0.98
tpcds_q47/duckdb:parquet	46776551	45853005	1.02
tpcds_q48/duckdb:parquet	30744418	30614829	1.00
tpcds_q49/duckdb:parquet	25291714	24525255	1.03
tpcds_q50/duckdb:parquet	24735272	24720293	1.00
tpcds_q51/duckdb:parquet	95038952	97444897	0.98
tpcds_q52/duckdb:parquet	11092082	11166427	0.99
tpcds_q53/duckdb:parquet	16839522	16113710	1.05
tpcds_q54/duckdb:parquet	42075689	40780264	1.03
tpcds_q55/duckdb:parquet	10609333	10501059	1.01
tpcds_q56/duckdb:parquet	68320389	67983708	1.00
tpcds_q57/duckdb:parquet	35881241	35371883	1.01
tpcds_q58/duckdb:parquet	21449685	21521724	1.00
tpcds_q59/duckdb:parquet	37467751	36267779	1.03
tpcds_q60/duckdb:parquet	73868256	72827570	1.01
tpcds_q61/duckdb:parquet	31774584	31116562	1.02
tpcds_q62/duckdb:parquet	11498073	11424040	1.01
tpcds_q63/duckdb:parquet	15341133	15108687	1.02
tpcds_q64/duckdb:parquet	75135384	74832221	1.00
tpcds_q65/duckdb:parquet	22087390	20278113	1.09
tpcds_q66/duckdb:parquet	56336479	56847500	0.99
tpcds_q67/duckdb:parquet	134955311	138203917	0.98
tpcds_q68/duckdb:parquet	38535716	38396794	1.00
tpcds_q69/duckdb:parquet	36521667	38217010	0.96
tpcds_q70/duckdb:parquet	20238937	19441584	1.04
tpcds_q71/duckdb:parquet	19466202	19546189	1.00
tpcds_q72/duckdb:parquet	164897981	166377608	0.99
tpcds_q73/duckdb:parquet	18343365	18731867	0.98
tpcds_q74/duckdb:parquet	50270328	50671078	0.99
tpcds_q75/duckdb:parquet	53838068	53156952	1.01
tpcds_q76/duckdb:parquet	71114924	66511303	1.07
tpcds_q77/duckdb:parquet	63722663	62572216	1.02
tpcds_q78/duckdb:parquet	76302482	72220055	1.06
tpcds_q79/duckdb:parquet	29919329	28555730	1.05
tpcds_q80/duckdb:parquet	84327640	82944727	1.02
tpcds_q81/duckdb:parquet	46355365	47818951	0.97
tpcds_q82/duckdb:parquet	15832714	15799600	1.00
tpcds_q83/duckdb:parquet	16643053	16102588	1.03
tpcds_q84/duckdb:parquet	20387075	19798951	1.03
tpcds_q85/duckdb:parquet	40216731	38912122	1.03
tpcds_q86/duckdb:parquet	12885096	12386259	1.04
tpcds_q87/duckdb:parquet	37686573	37914112	0.99
tpcds_q88/duckdb:parquet	29170464	29136940	1.00
tpcds_q89/duckdb:parquet	17861420	17347515	1.03
tpcds_q90/duckdb:parquet	8070657	7482131	1.08
tpcds_q91/duckdb:parquet	23601900	23697001	1.00
tpcds_q92/duckdb:parquet	11647981	11510701	1.01
tpcds_q93/duckdb:parquet	30326151	30588204	0.99
tpcds_q94/duckdb:parquet	16643869	16079302	1.04
tpcds_q95/duckdb:parquet	122957343	131557583	0.93
tpcds_q96/duckdb:parquet	9364944	9308474	1.01
tpcds_q97/duckdb:parquet	34333033	36201008	0.95
tpcds_q98/duckdb:parquet	18805844	18190018	1.03
tpcds_q99/duckdb:parquet	19563157	20299605	0.96

duckdb / duckdb (1.010x ➖, 1↑ 4↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	20424182	20902796	0.98
tpcds_q02/duckdb:duckdb	18639555	18594710	1.00
tpcds_q03/duckdb:duckdb	8355239	8592120	0.97
tpcds_q04/duckdb:duckdb	164017401	164536249	1.00
tpcds_q05/duckdb:duckdb	17437289	18275492	0.95
tpcds_q06/duckdb:duckdb 🚨	24899667	22493513	1.11
tpcds_q07/duckdb:duckdb	38265299	38850621	0.98
tpcds_q08/duckdb:duckdb	122182186	119110205	1.03
tpcds_q09/duckdb:duckdb	20130663	19555894	1.03
tpcds_q10/duckdb:duckdb	24347703	23244802	1.05
tpcds_q11/duckdb:duckdb	140869248	139936731	1.01
tpcds_q12/duckdb:duckdb	10837760	10755652	1.01
tpcds_q13/duckdb:duckdb	23356041	23928361	0.98
tpcds_q14/duckdb:duckdb	94395093	94103566	1.00
tpcds_q15/duckdb:duckdb	24431727	23972450	1.02
tpcds_q16/duckdb:duckdb 🚨	18209136	16452786	1.11
tpcds_q17/duckdb:duckdb	21763986	21143919	1.03
tpcds_q18/duckdb:duckdb	43146206	44565574	0.97
tpcds_q19/duckdb:duckdb	16214568	16536782	0.98
tpcds_q20/duckdb:duckdb	11805715	11513913	1.03
tpcds_q21/duckdb:duckdb	6384954	6926720	0.92
tpcds_q22/duckdb:duckdb	61542304	61191524	1.01
tpcds_q23/duckdb:duckdb	81568868	76381706	1.07
tpcds_q24/duckdb:duckdb	24435849	23914689	1.02
tpcds_q25/duckdb:duckdb	16873678	16691543	1.01
tpcds_q26/duckdb:duckdb	25885840	24263759	1.07
tpcds_q27/duckdb:duckdb	40620920	40837149	0.99
tpcds_q28/duckdb:duckdb	21191417	21369318	0.99
tpcds_q29/duckdb:duckdb	19488266	20007600	0.97
tpcds_q30/duckdb:duckdb	29385438	28885824	1.02
tpcds_q31/duckdb:duckdb	20292634	20054030	1.01
tpcds_q32/duckdb:duckdb	7084603	7055416	1.00
tpcds_q33/duckdb:duckdb	13807222	12766165	1.08
tpcds_q34/duckdb:duckdb	14694230	14487014	1.01
tpcds_q35/duckdb:duckdb	30787387	33284058	0.92
tpcds_q36/duckdb:duckdb	68916239	69616285	0.99
tpcds_q37/duckdb:duckdb	8028909	7502166	1.07
tpcds_q38/duckdb:duckdb	30356653	30366628	1.00
tpcds_q39/duckdb:duckdb 🚀	26391791	30468744	0.87
tpcds_q40/duckdb:duckdb	13989833	13072133	1.07
tpcds_q41/duckdb:duckdb	8084411	7999768	1.01
tpcds_q42/duckdb:duckdb	6206399	6084125	1.02
tpcds_q43/duckdb:duckdb	11291623	11132958	1.01
tpcds_q44/duckdb:duckdb	13332531	13930070	0.96
tpcds_q45/duckdb:duckdb 🚨	18953013	16844325	1.13
tpcds_q46/duckdb:duckdb	38353898	35603181	1.08
tpcds_q47/duckdb:duckdb	41277657	40614206	1.02
tpcds_q48/duckdb:duckdb	21682616	21251730	1.02
tpcds_q49/duckdb:duckdb	15804211	15216308	1.04
tpcds_q50/duckdb:duckdb	14219007	13839653	1.03
tpcds_q51/duckdb:duckdb	93150186	92716369	1.00
tpcds_q52/duckdb:duckdb	7539978	7453659	1.01
tpcds_q53/duckdb:duckdb	11777344	11851725	0.99
tpcds_q54/duckdb:duckdb	16696156	17391802	0.96
tpcds_q55/duckdb:duckdb	7035648	7001915	1.00
tpcds_q56/duckdb:duckdb	13669905	13408625	1.02
tpcds_q57/duckdb:duckdb	30906657	30952960	1.00
tpcds_q58/duckdb:duckdb	11821861	11766876	1.00
tpcds_q59/duckdb:duckdb	34333360	34723433	0.99
tpcds_q60/duckdb:duckdb	15370871	15075243	1.02
tpcds_q61/duckdb:duckdb	14304575	14364427	1.00
tpcds_q62/duckdb:duckdb	9142076	9266949	0.99
tpcds_q63/duckdb:duckdb	11232121	11440823	0.98
tpcds_q64/duckdb:duckdb	54426726	52194848	1.04
tpcds_q65/duckdb:duckdb	33159088	33292546	1.00
tpcds_q66/duckdb:duckdb	25243980	25088674	1.01
tpcds_q67/duckdb:duckdb	130684756	127636456	1.02
tpcds_q68/duckdb:duckdb	26291128	24704381	1.06
tpcds_q69/duckdb:duckdb	25089004	24000564	1.05
tpcds_q70/duckdb:duckdb	14100965	15378050	0.92
tpcds_q71/duckdb:duckdb	12905797	12707962	1.02
tpcds_q72/duckdb:duckdb	43649059	42488777	1.03
tpcds_q73/duckdb:duckdb	10653300	10482786	1.02
tpcds_q74/duckdb:duckdb	96606854	98327997	0.98
tpcds_q75/duckdb:duckdb	42588188	43170881	0.99
tpcds_q76/duckdb:duckdb	12416090	12045317	1.03
tpcds_q77/duckdb:duckdb	11689425	11513444	1.02
tpcds_q78/duckdb:duckdb	63375426	61353890	1.03
tpcds_q79/duckdb:duckdb	17589122	17675633	1.00
tpcds_q80/duckdb:duckdb	28710812	27118227	1.06
tpcds_q81/duckdb:duckdb	37133098	38039193	0.98
tpcds_q82/duckdb:duckdb	8474498	8305613	1.02
tpcds_q83/duckdb:duckdb	9363376	9270516	1.01
tpcds_q84/duckdb:duckdb 🚨	15075375	13619196	1.11
tpcds_q85/duckdb:duckdb	22402239	24319320	0.92
tpcds_q86/duckdb:duckdb	10820829	10781360	1.00
tpcds_q87/duckdb:duckdb	32400199	34035518	0.95
tpcds_q88/duckdb:duckdb	24191337	24174865	1.00
tpcds_q89/duckdb:duckdb	13321782	13148862	1.01
tpcds_q90/duckdb:duckdb	5485385	5641256	0.97
tpcds_q91/duckdb:duckdb	13065873	12538949	1.04
tpcds_q92/duckdb:duckdb	8924047	8551983	1.04
tpcds_q93/duckdb:duckdb	22614773	21361268	1.06
tpcds_q94/duckdb:duckdb	13164925	12656790	1.04
tpcds_q95/duckdb:duckdb	111921643	109861575	1.02
tpcds_q96/duckdb:duckdb	4464220	4416662	1.01
tpcds_q97/duckdb:duckdb	30752794	30326094	1.01
tpcds_q98/duckdb:duckdb	13655049	13340999	1.02
tpcds_q99/duckdb:duckdb	16405679	16898605	0.97

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+8.0%	+6.7%	+1.2%	+11.1%	➖ noise
1	datafusion:vortex-file-compressed	+0.2%	+6.7%	-6.1%	+11.6%	➖ noise
1	duckdb:duckdb	-2.3%	+6.7%	-8.5%	+10.6%	➖ noise
1	duckdb:vortex-compact	+2.2%	+6.7%	-4.3%	+14.6%	➖ noise
1	duckdb:vortex-file-compressed	+7.3%	+6.7%	+0.5%	+12.4%	➖ noise
2	datafusion:vortex-compact	+0.7%	+2.1%	-1.3%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+2.6%	+2.1%	+0.5%	+10.0%	➖ noise
2	duckdb:duckdb	+0.2%	+2.1%	-1.8%	+10.9%	➖ noise
2	duckdb:vortex-compact	+2.3%	+2.1%	+0.2%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-2.6%	+2.1%	-4.6%	+11.2%	➖ noise
3	datafusion:vortex-compact	+4.4%	+0.2%	+4.2%	+10.6%	➖ noise
3	datafusion:vortex-file-compressed	+4.2%	+0.2%	+3.9%	+10.5%	➖ noise
3	duckdb:duckdb	-2.8%	+0.2%	-3.0%	+15.3%	➖ noise
3	duckdb:vortex-compact	+1.1%	+0.2%	+0.8%	+12.3%	➖ noise
3	duckdb:vortex-file-compressed	+3.2%	+0.2%	+2.9%	+10.1%	➖ noise
4	datafusion:vortex-compact	+3.9%	+0.1%	+3.8%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+1.8%	+0.1%	+1.7%	+10.0%	➖ noise
4	duckdb:duckdb	-0.3%	+0.1%	-0.4%	+10.0%	➖ noise
4	duckdb:vortex-compact	+0.4%	+0.1%	+0.2%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-2.3%	+0.1%	-2.4%	+10.0%	➖ noise
5	datafusion:vortex-compact	+0.6%	+4.4%	-3.7%	+12.2%	➖ noise
5	datafusion:vortex-file-compressed	-0.4%	+4.4%	-4.6%	+10.3%	➖ noise
5	duckdb:duckdb	-4.6%	+4.4%	-8.6%	+20.4%	➖ noise
5	duckdb:vortex-compact	+3.7%	+4.4%	-0.7%	+14.3%	➖ noise
5	duckdb:vortex-file-compressed	+6.1%	+4.4%	+1.6%	+10.7%	➖ noise
6	datafusion:vortex-compact	-0.2%	+1.1%	-1.3%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+0.5%	+1.1%	-0.6%	+10.0%	➖ noise
6	duckdb:duckdb	+10.7%	+1.1%	+9.5%	+13.8%	➖ noise
6	duckdb:vortex-compact	+1.9%	+1.1%	+0.8%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-1.4%	+1.1%	-2.5%	+19.4%	➖ noise
7	datafusion:vortex-compact	+3.4%	+1.1%	+2.3%	+11.1%	➖ noise
7	datafusion:vortex-file-compressed	+5.2%	+1.1%	+4.0%	+10.0%	➖ noise
7	duckdb:duckdb	-1.5%	+1.1%	-2.6%	+18.3%	➖ noise
7	duckdb:vortex-compact	+0.6%	+1.1%	-0.5%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-1.7%	+1.1%	-2.8%	+10.0%	➖ noise
8	datafusion:vortex-compact	-1.0%	+3.3%	-4.1%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+3.3%	+3.3%	+0.0%	+11.2%	➖ noise
8	duckdb:duckdb	+2.6%	+3.3%	-0.7%	+10.0%	➖ noise
8	duckdb:vortex-compact	+2.4%	+3.3%	-0.9%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-1.8%	+3.3%	-4.9%	+10.4%	➖ noise
9	datafusion:vortex-compact	-1.5%	+3.2%	-4.6%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+2.8%	+3.2%	-0.5%	+10.0%	➖ noise
9	duckdb:duckdb	+2.9%	+3.2%	-0.3%	+10.0%	➖ noise
9	duckdb:vortex-compact	+2.9%	+3.2%	-0.3%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+1.7%	+3.2%	-1.5%	+10.0%	➖ noise
10	datafusion:vortex-compact	-0.1%	+6.0%	-5.8%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	-0.6%	+6.0%	-6.2%	+10.0%	➖ noise
10	duckdb:duckdb	+4.7%	+6.0%	-1.2%	+14.2%	➖ noise
10	duckdb:vortex-compact	-0.4%	+6.0%	-6.0%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+4.9%	+6.0%	-1.0%	+10.0%	➖ noise
11	datafusion:vortex-compact	+1.4%	+3.5%	-2.0%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+3.0%	+3.5%	-0.5%	+10.0%	➖ noise
11	duckdb:duckdb	+0.7%	+3.5%	-2.7%	+10.0%	➖ noise
11	duckdb:vortex-compact	-1.1%	+3.5%	-4.4%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	-1.8%	+3.5%	-5.1%	+10.0%	➖ noise
12	datafusion:vortex-compact	+2.3%	+0.9%	+1.4%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	+1.7%	+0.9%	+0.8%	+13.3%	➖ noise
12	duckdb:duckdb	+0.8%	+0.9%	-0.2%	+11.9%	➖ noise
12	duckdb:vortex-compact	-6.0%	+0.9%	-6.9%	+17.8%	➖ noise
12	duckdb:vortex-file-compressed	-3.9%	+0.9%	-4.8%	+11.3%	➖ noise
13	datafusion:vortex-compact	+4.4%	+1.9%	+2.4%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+4.4%	+1.9%	+2.5%	+10.0%	➖ noise
13	duckdb:duckdb	-2.4%	+1.9%	-4.2%	+10.0%	➖ noise
13	duckdb:vortex-compact	+1.6%	+1.9%	-0.3%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+5.4%	+1.9%	+3.5%	+10.4%	➖ noise
14	datafusion:vortex-compact	+2.1%	-2.8%	+5.0%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+3.1%	-2.8%	+6.0%	+10.0%	➖ noise
14	duckdb:duckdb	+0.3%	-2.8%	+3.2%	+10.0%	➖ noise
14	duckdb:vortex-compact	+2.8%	-2.8%	+5.8%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+4.8%	-2.8%	+7.8%	+12.1%	➖ noise
15	datafusion:vortex-compact	-1.3%	-1.8%	+0.5%	+10.4%	➖ noise
15	datafusion:vortex-file-compressed	+5.1%	-1.8%	+7.0%	+10.0%	➖ noise
15	duckdb:duckdb	+1.9%	-1.8%	+3.8%	+12.9%	➖ noise
15	duckdb:vortex-compact	+1.7%	-1.8%	+3.6%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-0.9%	-1.8%	+1.0%	+10.0%	➖ noise
16	datafusion:vortex-compact	+2.8%	-0.8%	+3.6%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+1.5%	-0.8%	+2.3%	+10.0%	➖ noise
16	duckdb:duckdb	+10.7%	-0.8%	+11.5%	+14.9%	➖ noise
16	duckdb:vortex-compact	+5.4%	-0.8%	+6.2%	+11.1%	➖ noise
16	duckdb:vortex-file-compressed	-4.1%	-0.8%	-3.3%	+10.0%	➖ noise
17	datafusion:vortex-compact	+1.0%	-1.1%	+2.1%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+0.9%	-1.1%	+2.0%	+10.0%	➖ noise
17	duckdb:duckdb	+2.9%	-1.1%	+4.0%	+11.4%	➖ noise
17	duckdb:vortex-compact	+4.3%	-1.1%	+5.4%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	+0.1%	-1.1%	+1.2%	+10.3%	➖ noise
18	datafusion:vortex-compact	-1.6%	+2.5%	-4.0%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-0.0%	+2.5%	-2.5%	+10.0%	➖ noise
18	duckdb:duckdb	-3.2%	+2.5%	-5.6%	+10.0%	➖ noise
18	duckdb:vortex-compact	-0.1%	+2.5%	-2.5%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-0.3%	+2.5%	-2.7%	+10.0%	➖ noise
19	datafusion:vortex-compact	+2.6%	+1.9%	+0.7%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-2.1%	+1.9%	-3.9%	+10.0%	➖ noise
19	duckdb:duckdb	-1.9%	+1.9%	-3.8%	+11.8%	➖ noise
19	duckdb:vortex-compact	+5.5%	+1.9%	+3.5%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	+4.8%	+1.9%	+2.8%	+13.0%	➖ noise
20	datafusion:vortex-compact	+0.5%	+2.7%	-2.1%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	-1.2%	+2.7%	-3.8%	+10.0%	➖ noise
20	duckdb:duckdb	+2.5%	+2.7%	-0.1%	+10.5%	➖ noise
20	duckdb:vortex-compact	+6.4%	+2.7%	+3.7%	+16.1%	➖ noise
20	duckdb:vortex-file-compressed	-3.4%	+2.7%	-5.9%	+11.1%	➖ noise
21	datafusion:vortex-compact	+6.3%	-3.4%	+10.0%	+10.0%	🚨 regression
21	datafusion:vortex-file-compressed	+7.2%	-3.4%	+10.9%	+10.0%	🚨 regression
21	duckdb:duckdb	-7.8%	-3.4%	-4.6%	+10.0%	➖ noise
21	duckdb:vortex-compact	-8.9%	-3.4%	-5.7%	+13.4%	➖ noise
21	duckdb:vortex-file-compressed	+5.0%	-3.4%	+8.7%	+13.2%	➖ noise
22	datafusion:vortex-compact	-0.1%	+1.0%	-1.1%	+14.5%	➖ noise
22	datafusion:vortex-file-compressed	+5.5%	+1.0%	+4.5%	+15.2%	➖ noise
22	duckdb:duckdb	+0.6%	+1.0%	-0.4%	+14.0%	➖ noise
22	duckdb:vortex-compact	+1.9%	+1.0%	+1.0%	+13.3%	➖ noise
22	duckdb:vortex-file-compressed	+7.5%	+1.0%	+6.4%	+14.2%	➖ noise
23	datafusion:vortex-compact	+2.0%	+4.8%	-2.6%	+10.0%	➖ noise
23	datafusion:vortex-file-compressed	+0.8%	+4.8%	-3.8%	+10.0%	➖ noise
23	duckdb:duckdb	+6.8%	+4.8%	+1.9%	+17.9%	➖ noise
23	duckdb:vortex-compact	-4.0%	+4.8%	-8.3%	+12.6%	➖ noise
23	duckdb:vortex-file-compressed	-4.9%	+4.8%	-9.2%	+10.0%	✅ faster
24	datafusion:vortex-compact	+0.5%	+1.7%	-1.2%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	+1.0%	+1.7%	-0.7%	+10.0%	➖ noise
24	duckdb:duckdb	+2.2%	+1.7%	+0.5%	+10.0%	➖ noise
24	duckdb:vortex-compact	+1.5%	+1.7%	-0.2%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	+2.6%	+1.7%	+0.9%	+12.6%	➖ noise
25	datafusion:vortex-compact	+4.5%	-1.6%	+6.2%	+10.0%	➖ noise
25	datafusion:vortex-file-compressed	+1.5%	-1.6%	+3.1%	+10.0%	➖ noise
25	duckdb:duckdb	+1.1%	-1.6%	+2.7%	+15.2%	➖ noise
25	duckdb:vortex-compact	+4.9%	-1.6%	+6.6%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	+0.4%	-1.6%	+2.0%	+10.0%	➖ noise
26	datafusion:vortex-compact	-0.0%	+3.1%	-3.0%	+10.7%	➖ noise
26	datafusion:vortex-file-compressed	+3.9%	+3.1%	+0.8%	+10.0%	➖ noise
26	duckdb:duckdb	+6.7%	+3.1%	+3.5%	+15.5%	➖ noise
26	duckdb:vortex-compact	+6.1%	+3.1%	+2.9%	+15.2%	➖ noise
26	duckdb:vortex-file-compressed	-1.0%	+3.1%	-4.0%	+10.0%	➖ noise
27	datafusion:vortex-compact	-1.4%	+1.1%	-2.4%	+10.0%	➖ noise
27	datafusion:vortex-file-compressed	+3.6%	+1.1%	+2.5%	+10.0%	➖ noise
27	duckdb:duckdb	-0.5%	+1.1%	-1.6%	+18.5%	➖ noise
27	duckdb:vortex-compact	+1.9%	+1.1%	+0.8%	+10.0%	➖ noise
27	duckdb:vortex-file-compressed	+0.7%	+1.1%	-0.4%	+10.0%	➖ noise
28	datafusion:vortex-compact	+3.4%	+2.7%	+0.6%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+2.5%	+2.7%	-0.2%	+10.0%	➖ noise
28	duckdb:duckdb	-0.8%	+2.7%	-3.5%	+10.0%	➖ noise
28	duckdb:vortex-compact	+1.8%	+2.7%	-1.0%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	-2.0%	+2.7%	-4.6%	+10.0%	➖ noise
29	datafusion:vortex-compact	+1.2%	+2.9%	-1.6%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	+4.1%	+2.9%	+1.2%	+10.0%	➖ noise
29	duckdb:duckdb	-2.6%	+2.9%	-5.3%	+11.5%	➖ noise
29	duckdb:vortex-compact	-2.2%	+2.9%	-4.9%	+12.9%	➖ noise
29	duckdb:vortex-file-compressed	-1.8%	+2.9%	-4.5%	+11.9%	➖ noise
30	datafusion:vortex-compact	+3.9%	+3.9%	-0.0%	+13.0%	➖ noise
30	datafusion:vortex-file-compressed	+3.4%	+3.9%	-0.5%	+10.0%	➖ noise
30	duckdb:duckdb	+1.7%	+3.9%	-2.1%	+10.0%	➖ noise
30	duckdb:vortex-compact	+4.6%	+3.9%	+0.7%	+11.1%	➖ noise
30	duckdb:vortex-file-compressed	-4.0%	+3.9%	-7.6%	+13.0%	➖ noise
31	datafusion:vortex-compact	+3.5%	+1.7%	+1.8%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+3.9%	+1.7%	+2.1%	+10.0%	➖ noise
31	duckdb:duckdb	+1.2%	+1.7%	-0.5%	+11.3%	➖ noise
31	duckdb:vortex-compact	+6.7%	+1.7%	+4.9%	+11.1%	➖ noise
31	duckdb:vortex-file-compressed	+1.9%	+1.7%	+0.2%	+10.9%	➖ noise
32	datafusion:vortex-compact	+5.4%	+0.3%	+5.1%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	-1.6%	+0.3%	-1.9%	+10.0%	➖ noise
32	duckdb:duckdb	+0.4%	+0.3%	+0.1%	+11.7%	➖ noise
32	duckdb:vortex-compact	+0.5%	+0.3%	+0.2%	+10.8%	➖ noise
32	duckdb:vortex-file-compressed	-2.8%	+0.3%	-3.1%	+10.5%	➖ noise
33	datafusion:vortex-compact	-3.2%	+1.9%	-5.1%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	-1.4%	+1.9%	-3.3%	+10.2%	➖ noise
33	duckdb:duckdb	+8.2%	+1.9%	+6.1%	+11.3%	➖ noise
33	duckdb:vortex-compact	+0.0%	+1.9%	-1.9%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	+1.8%	+1.9%	-0.1%	+16.2%	➖ noise
34	datafusion:vortex-compact	+3.1%	+0.7%	+2.4%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	+0.4%	+0.7%	-0.3%	+10.0%	➖ noise
34	duckdb:duckdb	+1.4%	+0.7%	+0.7%	+10.0%	➖ noise
34	duckdb:vortex-compact	+3.1%	+0.7%	+2.4%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	+1.2%	+0.7%	+0.5%	+11.2%	➖ noise
35	datafusion:vortex-compact	-0.8%	+2.5%	-3.2%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	-1.9%	+2.5%	-4.3%	+10.0%	➖ noise
35	duckdb:duckdb	-7.5%	+2.5%	-9.7%	+17.3%	➖ noise
35	duckdb:vortex-compact	+3.2%	+2.5%	+0.7%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	+3.0%	+2.5%	+0.5%	+10.3%	➖ noise
36	datafusion:vortex-compact	-3.2%	+0.8%	-3.9%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	+3.1%	+0.8%	+2.3%	+10.0%	➖ noise
36	duckdb:duckdb	-1.0%	+0.8%	-1.8%	+11.8%	➖ noise
36	duckdb:vortex-compact	+2.0%	+0.8%	+1.2%	+10.0%	➖ noise
36	duckdb:vortex-file-compressed	+3.4%	+0.8%	+2.6%	+10.0%	➖ noise
37	datafusion:vortex-compact	-1.8%	+1.9%	-3.6%	+10.0%	➖ noise
37	datafusion:vortex-file-compressed	+1.5%	+1.9%	-0.3%	+10.8%	➖ noise
37	duckdb:duckdb	+7.0%	+1.9%	+5.1%	+20.1%	➖ noise
37	duckdb:vortex-compact	+4.7%	+1.9%	+2.8%	+10.9%	➖ noise
37	duckdb:vortex-file-compressed	-0.0%	+1.9%	-1.9%	+14.4%	➖ noise
38	datafusion:vortex-compact	+1.3%	+3.8%	-2.4%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	+3.8%	+3.8%	+0.0%	+10.0%	➖ noise
38	duckdb:duckdb	-0.0%	+3.8%	-3.7%	+24.6%	➖ noise
38	duckdb:vortex-compact	+2.0%	+3.8%	-1.7%	+13.3%	➖ noise
38	duckdb:vortex-file-compressed	+3.6%	+3.8%	-0.1%	+12.4%	➖ noise
39	datafusion:vortex-compact	-2.9%	+2.8%	-5.6%	+11.4%	➖ noise
39	datafusion:vortex-file-compressed	-7.8%	+2.8%	-10.3%	+15.8%	➖ noise
39	duckdb:duckdb	-13.4%	+2.8%	-15.7%	+30.7%	➖ noise
39	duckdb:vortex-compact	+1.2%	+2.8%	-1.5%	+10.7%	➖ noise
39	duckdb:vortex-file-compressed	-2.1%	+2.8%	-4.7%	+19.8%	➖ noise
40	datafusion:vortex-compact	+2.4%	+7.7%	-4.9%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	+1.0%	+7.7%	-6.2%	+10.0%	➖ noise
40	duckdb:duckdb	+7.0%	+7.7%	-0.6%	+12.7%	➖ noise
40	duckdb:vortex-compact	+3.2%	+7.7%	-4.2%	+10.0%	➖ noise
40	duckdb:vortex-file-compressed	-3.6%	+7.7%	-10.5%	+10.0%	✅ faster
41	datafusion:vortex-compact	-1.5%	+3.9%	-5.3%	+11.4%	➖ noise
41	datafusion:vortex-file-compressed	+7.2%	+3.9%	+3.2%	+10.0%	➖ noise
41	duckdb:duckdb	+1.1%	+3.9%	-2.8%	+10.0%	➖ noise
41	duckdb:vortex-compact	+0.6%	+3.9%	-3.2%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	-0.7%	+3.9%	-4.4%	+10.0%	➖ noise
42	datafusion:vortex-compact	+1.7%	+2.9%	-1.1%	+11.9%	➖ noise
42	datafusion:vortex-file-compressed	+2.5%	+2.9%	-0.3%	+12.2%	➖ noise
42	duckdb:duckdb	+2.0%	+2.9%	-0.8%	+17.5%	➖ noise
42	duckdb:vortex-compact	+1.5%	+2.9%	-1.4%	+16.2%	➖ noise
42	duckdb:vortex-file-compressed	-3.0%	+2.9%	-5.7%	+16.1%	➖ noise
43	datafusion:vortex-compact	+2.5%	+7.2%	-4.4%	+10.0%	➖ noise
43	datafusion:vortex-file-compressed	+1.2%	+7.2%	-5.6%	+10.0%	➖ noise
43	duckdb:duckdb	+1.4%	+7.2%	-5.4%	+10.0%	➖ noise
43	duckdb:vortex-compact	-1.3%	+7.2%	-8.0%	+13.7%	➖ noise
43	duckdb:vortex-file-compressed	-0.1%	+7.2%	-6.8%	+10.0%	➖ noise
44	datafusion:vortex-compact	+0.8%	+3.0%	-2.1%	+10.0%	➖ noise
44	datafusion:vortex-file-compressed	+3.7%	+3.0%	+0.7%	+10.0%	➖ noise
44	duckdb:duckdb	-4.3%	+3.0%	-7.1%	+12.4%	➖ noise
44	duckdb:vortex-compact	+3.0%	+3.0%	+0.0%	+10.0%	➖ noise
44	duckdb:vortex-file-compressed	+5.2%	+3.0%	+2.2%	+11.7%	➖ noise
45	datafusion:vortex-compact	-0.8%	+1.5%	-2.3%	+10.0%	➖ noise
45	datafusion:vortex-file-compressed	+0.3%	+1.5%	-1.2%	+10.0%	➖ noise
45	duckdb:duckdb	+12.5%	+1.5%	+10.8%	+10.0%	🚨 regression
45	duckdb:vortex-compact	+14.8%	+1.5%	+13.1%	+13.8%	➖ noise
45	duckdb:vortex-file-compressed	-6.0%	+1.5%	-7.4%	+11.9%	➖ noise
46	datafusion:vortex-compact	-1.3%	-0.9%	-0.4%	+10.0%	➖ noise
46	datafusion:vortex-file-compressed	+9.1%	-0.9%	+10.0%	+10.0%	🚨 regression
46	duckdb:duckdb	+7.7%	-0.9%	+8.7%	+10.0%	➖ noise
46	duckdb:vortex-compact	+3.5%	-0.9%	+4.4%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	+2.3%	-0.9%	+3.2%	+10.0%	➖ noise
47	datafusion:vortex-compact	+3.5%	+2.1%	+1.4%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	+5.8%	+2.1%	+3.6%	+10.0%	➖ noise
47	duckdb:duckdb	+1.6%	+2.1%	-0.4%	+10.0%	➖ noise
47	duckdb:vortex-compact	+0.9%	+2.1%	-1.2%	+10.0%	➖ noise
47	duckdb:vortex-file-compressed	+5.3%	+2.1%	+3.2%	+10.0%	➖ noise
48	datafusion:vortex-compact	+0.8%	+0.6%	+0.2%	+10.0%	➖ noise
48	datafusion:vortex-file-compressed	-1.0%	+0.6%	-1.6%	+10.0%	➖ noise
48	duckdb:duckdb	+2.0%	+0.6%	+1.4%	+12.8%	➖ noise
48	duckdb:vortex-compact	-0.0%	+0.6%	-0.6%	+10.0%	➖ noise
48	duckdb:vortex-file-compressed	+6.8%	+0.6%	+6.1%	+13.6%	➖ noise
49	datafusion:vortex-compact	+1.2%	+2.8%	-1.6%	+10.0%	➖ noise
49	datafusion:vortex-file-compressed	-2.2%	+2.8%	-4.9%	+10.0%	➖ noise
49	duckdb:duckdb	+3.9%	+2.8%	+1.0%	+13.9%	➖ noise
49	duckdb:vortex-compact	+2.8%	+2.8%	-0.0%	+10.3%	➖ noise
49	duckdb:vortex-file-compressed	-1.7%	+2.8%	-4.4%	+10.6%	➖ noise
50	datafusion:vortex-compact	-0.4%	+1.0%	-1.4%	+10.0%	➖ noise
50	datafusion:vortex-file-compressed	+5.3%	+1.0%	+4.3%	+10.0%	➖ noise
50	duckdb:duckdb	+2.7%	+1.0%	+1.8%	+10.0%	➖ noise
50	duckdb:vortex-compact	+2.0%	+1.0%	+1.1%	+10.0%	➖ noise
50	duckdb:vortex-file-compressed	+0.2%	+1.0%	-0.7%	+10.0%	➖ noise
51	datafusion:vortex-compact	+1.4%	-0.8%	+2.2%	+10.9%	➖ noise
51	datafusion:vortex-file-compressed	+2.1%	-0.8%	+2.9%	+10.0%	➖ noise
51	duckdb:duckdb	+0.5%	-0.8%	+1.2%	+22.6%	➖ noise
51	duckdb:vortex-compact	+2.5%	-0.8%	+3.3%	+10.0%	➖ noise
51	duckdb:vortex-file-compressed	+0.8%	-0.8%	+1.6%	+18.5%	➖ noise
52	datafusion:vortex-compact	+2.4%	+1.6%	+0.8%	+19.7%	➖ noise
52	datafusion:vortex-file-compressed	+2.4%	+1.6%	+0.8%	+14.2%	➖ noise
52	duckdb:duckdb	+1.2%	+1.6%	-0.4%	+21.3%	➖ noise
52	duckdb:vortex-compact	-6.6%	+1.6%	-8.1%	+18.5%	➖ noise
52	duckdb:vortex-file-compressed	-6.9%	+1.6%	-8.4%	+19.7%	➖ noise
53	datafusion:vortex-compact	+3.1%	+2.9%	+0.2%	+10.9%	➖ noise
53	datafusion:vortex-file-compressed	+0.0%	+2.9%	-2.8%	+12.6%	➖ noise
53	duckdb:duckdb	-0.6%	+2.9%	-3.4%	+14.2%	➖ noise
53	duckdb:vortex-compact	-0.2%	+2.9%	-3.0%	+11.8%	➖ noise
53	duckdb:vortex-file-compressed	+6.1%	+2.9%	+3.1%	+15.1%	➖ noise
54	datafusion:vortex-compact	-2.5%	+2.7%	-5.0%	+10.0%	➖ noise
54	datafusion:vortex-file-compressed	-1.4%	+2.7%	-3.9%	+10.0%	➖ noise
54	duckdb:duckdb	-4.0%	+2.7%	-6.5%	+14.5%	➖ noise
54	duckdb:vortex-compact	+3.3%	+2.7%	+0.6%	+10.0%	➖ noise
54	duckdb:vortex-file-compressed	+3.4%	+2.7%	+0.7%	+10.4%	➖ noise
55	datafusion:vortex-compact	+2.0%	+1.2%	+0.8%	+11.3%	➖ noise
55	datafusion:vortex-file-compressed	-0.6%	+1.2%	-1.8%	+10.7%	➖ noise
55	duckdb:duckdb	+0.5%	+1.2%	-0.7%	+16.0%	➖ noise
55	duckdb:vortex-compact	-1.1%	+1.2%	-2.3%	+11.9%	➖ noise
55	duckdb:vortex-file-compressed	-4.2%	+1.2%	-5.4%	+18.1%	➖ noise
56	datafusion:vortex-compact	-0.4%	+1.0%	-1.3%	+10.0%	➖ noise
56	datafusion:vortex-file-compressed	+0.5%	+1.0%	-0.5%	+10.0%	➖ noise
56	duckdb:duckdb	+1.9%	+1.0%	+1.0%	+12.5%	➖ noise
56	duckdb:vortex-compact	+4.7%	+1.0%	+3.7%	+10.4%	➖ noise
56	duckdb:vortex-file-compressed	-1.7%	+1.0%	-2.6%	+10.3%	➖ noise
57	datafusion:vortex-compact	+2.4%	+2.7%	-0.2%	+10.0%	➖ noise
57	datafusion:vortex-file-compressed	+1.2%	+2.7%	-1.4%	+10.0%	➖ noise
57	duckdb:duckdb	-0.1%	+2.7%	-2.8%	+10.0%	➖ noise
57	duckdb:vortex-compact	-1.1%	+2.7%	-3.7%	+20.7%	➖ noise
57	duckdb:vortex-file-compressed	+2.2%	+2.7%	-0.5%	+16.5%	➖ noise
58	datafusion:vortex-compact	+2.2%	-0.6%	+2.9%	+10.0%	➖ noise
58	datafusion:vortex-file-compressed	+4.4%	-0.6%	+5.1%	+10.0%	➖ noise
58	duckdb:duckdb	+0.5%	-0.6%	+1.1%	+14.7%	➖ noise
58	duckdb:vortex-compact	+0.1%	-0.6%	+0.7%	+15.9%	➖ noise
58	duckdb:vortex-file-compressed	+1.5%	-0.6%	+2.2%	+21.7%	➖ noise
59	datafusion:vortex-compact	-0.0%	+1.4%	-1.5%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	+5.7%	+1.4%	+4.2%	+10.0%	➖ noise
59	duckdb:duckdb	-1.1%	+1.4%	-2.5%	+10.0%	➖ noise
59	duckdb:vortex-compact	-0.8%	+1.4%	-2.2%	+10.0%	➖ noise
59	duckdb:vortex-file-compressed	-0.5%	+1.4%	-1.9%	+10.0%	➖ noise
60	datafusion:vortex-compact	-2.8%	+1.7%	-4.5%	+10.0%	➖ noise
60	datafusion:vortex-file-compressed	+0.6%	+1.7%	-1.1%	+10.0%	➖ noise
60	duckdb:duckdb	+2.0%	+1.7%	+0.2%	+13.5%	➖ noise
60	duckdb:vortex-compact	-2.1%	+1.7%	-3.8%	+10.0%	➖ noise
60	duckdb:vortex-file-compressed	+0.1%	+1.7%	-1.6%	+13.9%	➖ noise
61	datafusion:vortex-compact	-3.0%	+0.7%	-3.7%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	+1.4%	+0.7%	+0.7%	+10.0%	➖ noise
61	duckdb:duckdb	-0.4%	+0.7%	-1.1%	+10.0%	➖ noise
61	duckdb:vortex-compact	-3.3%	+0.7%	-4.0%	+11.8%	➖ noise
61	duckdb:vortex-file-compressed	-0.8%	+0.7%	-1.5%	+10.0%	➖ noise
62	datafusion:vortex-compact	+3.4%	+1.8%	+1.5%	+12.7%	➖ noise
62	datafusion:vortex-file-compressed	+1.9%	+1.8%	+0.1%	+11.8%	➖ noise
62	duckdb:duckdb	-1.3%	+1.8%	-3.1%	+15.8%	➖ noise
62	duckdb:vortex-compact	+2.6%	+1.8%	+0.7%	+28.2%	➖ noise
62	duckdb:vortex-file-compressed	-3.2%	+1.8%	-5.0%	+25.6%	➖ noise
63	datafusion:vortex-compact	+4.7%	+2.6%	+2.0%	+10.0%	➖ noise
63	datafusion:vortex-file-compressed	+4.3%	+2.6%	+1.6%	+10.0%	➖ noise
63	duckdb:duckdb	-1.8%	+2.6%	-4.3%	+10.9%	➖ noise
63	duckdb:vortex-compact	+1.7%	+2.6%	-0.9%	+10.0%	➖ noise
63	duckdb:vortex-file-compressed	+1.0%	+2.6%	-1.6%	+11.6%	➖ noise
64	datafusion:vortex-compact	+0.2%	+1.0%	-0.8%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	+0.6%	+1.0%	-0.4%	+10.0%	➖ noise
64	duckdb:duckdb	+4.3%	+1.0%	+3.3%	+10.0%	➖ noise
64	duckdb:vortex-compact	+3.5%	+1.0%	+2.5%	+10.0%	➖ noise
64	duckdb:vortex-file-compressed	+5.5%	+1.0%	+4.5%	+10.0%	➖ noise
65	datafusion:vortex-compact	+4.0%	+5.3%	-1.2%	+10.0%	➖ noise
65	datafusion:vortex-file-compressed	+3.5%	+5.3%	-1.7%	+10.3%	➖ noise
65	duckdb:duckdb	-0.4%	+5.3%	-5.4%	+12.3%	➖ noise
65	duckdb:vortex-compact	+0.9%	+5.3%	-4.1%	+10.0%	➖ noise
65	duckdb:vortex-file-compressed	-4.2%	+5.3%	-9.0%	+10.0%	➖ noise
66	datafusion:vortex-compact	+1.2%	-1.1%	+2.3%	+12.5%	➖ noise
66	datafusion:vortex-file-compressed	+2.3%	-1.1%	+3.5%	+10.9%	➖ noise
66	duckdb:duckdb	+0.6%	-1.1%	+1.7%	+12.7%	➖ noise
66	duckdb:vortex-compact	+7.5%	-1.1%	+8.7%	+10.6%	➖ noise
66	duckdb:vortex-file-compressed	+17.9%	-1.1%	+19.2%	+15.9%	🚨 regression
67	datafusion:vortex-compact	-0.1%	-0.6%	+0.6%	+10.0%	➖ noise
67	datafusion:vortex-file-compressed	+4.5%	-0.6%	+5.2%	+10.0%	➖ noise
67	duckdb:duckdb	+2.4%	-0.6%	+3.0%	+10.0%	➖ noise
67	duckdb:vortex-compact	-2.5%	-0.6%	-1.8%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	+3.1%	-0.6%	+3.8%	+10.0%	➖ noise
68	datafusion:vortex-compact	+0.5%	+3.4%	-2.8%	+10.0%	➖ noise
68	datafusion:vortex-file-compressed	+6.5%	+3.4%	+2.9%	+10.0%	➖ noise
68	duckdb:duckdb	+6.4%	+3.4%	+2.9%	+10.0%	➖ noise
68	duckdb:vortex-compact	+2.1%	+3.4%	-1.3%	+10.0%	➖ noise
68	duckdb:vortex-file-compressed	+0.1%	+3.4%	-3.3%	+10.0%	➖ noise
69	datafusion:vortex-compact	-0.1%	-1.7%	+1.6%	+10.0%	➖ noise
69	datafusion:vortex-file-compressed	+4.0%	-1.7%	+5.8%	+10.0%	➖ noise
69	duckdb:duckdb	+4.5%	-1.7%	+6.4%	+10.0%	➖ noise
69	duckdb:vortex-compact	-1.0%	-1.7%	+0.7%	+10.0%	➖ noise
69	duckdb:vortex-file-compressed	+1.7%	-1.7%	+3.5%	+10.0%	➖ noise
70	datafusion:vortex-compact	-3.1%	+1.3%	-4.3%	+10.0%	➖ noise
70	datafusion:vortex-file-compressed	+3.6%	+1.3%	+2.3%	+10.0%	➖ noise
70	duckdb:duckdb	-8.3%	+1.3%	-9.5%	+14.1%	➖ noise
70	duckdb:vortex-compact	-1.5%	+1.3%	-2.8%	+10.7%	➖ noise
70	duckdb:vortex-file-compressed	+0.2%	+1.3%	-1.1%	+10.0%	➖ noise
71	datafusion:vortex-compact	-2.2%	+0.9%	-3.1%	+10.0%	➖ noise
71	datafusion:vortex-file-compressed	+3.2%	+0.9%	+2.3%	+10.0%	➖ noise
71	duckdb:duckdb	+1.6%	+0.9%	+0.7%	+11.3%	➖ noise
71	duckdb:vortex-compact	-2.0%	+0.9%	-2.9%	+12.2%	➖ noise
71	duckdb:vortex-file-compressed	-2.5%	+0.9%	-3.3%	+14.2%	➖ noise
72	datafusion:vortex-compact	+1.0%	+0.2%	+0.8%	+10.0%	➖ noise
72	datafusion:vortex-file-compressed	+0.9%	+0.2%	+0.7%	+10.0%	➖ noise
72	duckdb:duckdb	+2.7%	+0.2%	+2.5%	+10.8%	➖ noise
72	duckdb:vortex-compact	-0.3%	+0.2%	-0.5%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	-0.1%	+0.2%	-0.3%	+10.0%	➖ noise
73	datafusion:vortex-compact	-0.8%	-0.6%	-0.2%	+16.3%	➖ noise
73	datafusion:vortex-file-compressed	-10.5%	-0.6%	-10.0%	+17.3%	➖ noise
73	duckdb:duckdb	+1.6%	-0.6%	+2.2%	+10.5%	➖ noise
73	duckdb:vortex-compact	+5.7%	-0.6%	+6.3%	+10.0%	➖ noise
73	duckdb:vortex-file-compressed	-1.6%	-0.6%	-1.0%	+10.0%	➖ noise
74	datafusion:vortex-compact	+2.5%	+1.6%	+0.9%	+10.0%	➖ noise
74	datafusion:vortex-file-compressed	+4.2%	+1.6%	+2.6%	+10.0%	➖ noise
74	duckdb:duckdb	-1.8%	+1.6%	-3.3%	+10.0%	➖ noise
74	duckdb:vortex-compact	+0.9%	+1.6%	-0.7%	+10.0%	➖ noise
74	duckdb:vortex-file-compressed	+2.8%	+1.6%	+1.2%	+10.0%	➖ noise
75	datafusion:vortex-compact	+0.3%	+1.3%	-1.0%	+10.0%	➖ noise
75	datafusion:vortex-file-compressed	+4.5%	+1.3%	+3.1%	+10.0%	➖ noise
75	duckdb:duckdb	-1.3%	+1.3%	-2.6%	+10.8%	➖ noise
75	duckdb:vortex-compact	+3.2%	+1.3%	+1.9%	+10.0%	➖ noise
75	duckdb:vortex-file-compressed	-6.6%	+1.3%	-7.8%	+10.0%	➖ noise
76	datafusion:vortex-compact	+4.9%	+5.6%	-0.6%	+10.0%	➖ noise
76	datafusion:vortex-file-compressed	+6.0%	+5.6%	+0.4%	+10.0%	➖ noise
76	duckdb:duckdb	+3.1%	+5.6%	-2.4%	+11.6%	➖ noise
76	duckdb:vortex-compact	+8.2%	+5.6%	+2.5%	+10.0%	➖ noise
76	duckdb:vortex-file-compressed	+2.4%	+5.6%	-3.1%	+23.6%	➖ noise
77	datafusion:vortex-compact	+4.4%	+2.4%	+1.9%	+10.0%	➖ noise
77	datafusion:vortex-file-compressed	-1.1%	+2.4%	-3.5%	+10.0%	➖ noise
77	duckdb:duckdb	+1.5%	+2.4%	-0.9%	+13.0%	➖ noise
77	duckdb:vortex-compact	+6.3%	+2.4%	+3.7%	+10.0%	➖ noise
77	duckdb:vortex-file-compressed	+5.8%	+2.4%	+3.3%	+10.5%	➖ noise
78	datafusion:vortex-compact	+1.6%	+3.6%	-1.9%	+10.0%	➖ noise
78	datafusion:vortex-file-compressed	+0.2%	+3.6%	-3.3%	+10.0%	➖ noise
78	duckdb:duckdb	+3.3%	+3.6%	-0.3%	+12.8%	➖ noise
78	duckdb:vortex-compact	+0.6%	+3.6%	-2.9%	+11.6%	➖ noise
78	duckdb:vortex-file-compressed	-4.3%	+3.6%	-7.6%	+12.9%	➖ noise
79	datafusion:vortex-compact	-0.5%	+4.4%	-4.6%	+10.0%	➖ noise
79	datafusion:vortex-file-compressed	+3.3%	+4.4%	-1.1%	+11.2%	➖ noise
79	duckdb:duckdb	-0.5%	+4.4%	-4.7%	+11.5%	➖ noise
79	duckdb:vortex-compact	+14.4%	+4.4%	+9.6%	+10.0%	➖ noise
79	duckdb:vortex-file-compressed	-0.1%	+4.4%	-4.3%	+15.6%	➖ noise
80	datafusion:vortex-compact	+0.9%	+1.9%	-1.0%	+10.0%	➖ noise
80	datafusion:vortex-file-compressed	+2.7%	+1.9%	+0.8%	+10.0%	➖ noise
80	duckdb:duckdb	+5.9%	+1.9%	+3.9%	+17.7%	➖ noise
80	duckdb:vortex-compact	+3.9%	+1.9%	+2.0%	+10.0%	➖ noise
80	duckdb:vortex-file-compressed	+4.8%	+1.9%	+2.8%	+10.0%	➖ noise
81	datafusion:vortex-compact	+6.0%	-0.6%	+6.6%	+10.0%	➖ noise
81	datafusion:vortex-file-compressed	+4.4%	-0.6%	+5.0%	+13.9%	➖ noise
81	duckdb:duckdb	-2.4%	-0.6%	-1.8%	+10.0%	➖ noise
81	duckdb:vortex-compact	-2.2%	-0.6%	-1.7%	+10.0%	➖ noise
81	duckdb:vortex-file-compressed	-1.4%	-0.6%	-0.9%	+10.0%	➖ noise
82	datafusion:vortex-compact	-0.3%	+2.4%	-2.7%	+10.0%	➖ noise
82	datafusion:vortex-file-compressed	-5.5%	+2.4%	-7.7%	+10.0%	➖ noise
82	duckdb:duckdb	+2.0%	+2.4%	-0.4%	+12.5%	➖ noise
82	duckdb:vortex-compact	-0.3%	+2.4%	-2.7%	+10.6%	➖ noise
82	duckdb:vortex-file-compressed	+0.3%	+2.4%	-2.1%	+10.0%	➖ noise
83	datafusion:vortex-compact	+4.6%	+1.9%	+2.6%	+10.0%	➖ noise
83	datafusion:vortex-file-compressed	-0.2%	+1.9%	-2.1%	+10.0%	➖ noise
83	duckdb:duckdb	+1.0%	+1.9%	-0.9%	+10.1%	➖ noise
83	duckdb:vortex-compact	+5.0%	+1.9%	+3.0%	+10.0%	➖ noise
83	duckdb:vortex-file-compressed	+8.4%	+1.9%	+6.4%	+10.0%	➖ noise
84	datafusion:vortex-compact	+1.9%	+0.8%	+1.1%	+12.7%	➖ noise
84	datafusion:vortex-file-compressed	+7.7%	+0.8%	+6.8%	+10.4%	➖ noise
84	duckdb:duckdb	+10.7%	+0.8%	+9.8%	+22.7%	➖ noise
84	duckdb:vortex-compact	+8.4%	+0.8%	+7.5%	+10.2%	➖ noise
84	duckdb:vortex-file-compressed	+0.4%	+0.8%	-0.4%	+10.0%	➖ noise
85	datafusion:vortex-compact	+5.3%	+2.9%	+2.4%	+10.0%	➖ noise
85	datafusion:vortex-file-compressed	+2.7%	+2.9%	-0.2%	+10.0%	➖ noise
85	duckdb:duckdb	-7.9%	+2.9%	-10.4%	+15.1%	➖ noise
85	duckdb:vortex-compact	+8.9%	+2.9%	+5.8%	+10.0%	➖ noise
85	duckdb:vortex-file-compressed	-0.5%	+2.9%	-3.3%	+10.0%	➖ noise
86	datafusion:vortex-compact	+10.4%	+5.6%	+4.5%	+11.9%	➖ noise
86	datafusion:vortex-file-compressed	+7.5%	+5.6%	+1.8%	+16.1%	➖ noise
86	duckdb:duckdb	+0.4%	+5.6%	-5.0%	+14.8%	➖ noise
86	duckdb:vortex-compact	-0.4%	+5.6%	-5.7%	+20.2%	➖ noise
86	duckdb:vortex-file-compressed	-2.1%	+5.6%	-7.3%	+19.8%	➖ noise
87	datafusion:vortex-compact	+4.4%	+1.3%	+3.1%	+10.0%	➖ noise
87	datafusion:vortex-file-compressed	-4.6%	+1.3%	-5.8%	+10.0%	➖ noise
87	duckdb:duckdb	-4.8%	+1.3%	-6.1%	+10.0%	➖ noise
87	duckdb:vortex-compact	+3.1%	+1.3%	+1.7%	+10.0%	➖ noise
87	duckdb:vortex-file-compressed	-10.9%	+1.3%	-12.0%	+13.7%	✅ faster
88	datafusion:vortex-compact	-1.5%	+0.7%	-2.2%	+10.0%	➖ noise
88	datafusion:vortex-file-compressed	+0.5%	+0.7%	-0.3%	+10.0%	➖ noise
88	duckdb:duckdb	+0.1%	+0.7%	-0.6%	+10.0%	➖ noise
88	duckdb:vortex-compact	+0.6%	+0.7%	-0.1%	+10.0%	➖ noise
88	duckdb:vortex-file-compressed	+4.3%	+0.7%	+3.6%	+10.2%	➖ noise
89	datafusion:vortex-compact	-2.1%	+2.6%	-4.7%	+10.0%	➖ noise
89	datafusion:vortex-file-compressed	+1.4%	+2.6%	-1.2%	+10.0%	➖ noise
89	duckdb:duckdb	+1.3%	+2.6%	-1.3%	+12.9%	➖ noise
89	duckdb:vortex-compact	+4.1%	+2.6%	+1.4%	+10.0%	➖ noise
89	duckdb:vortex-file-compressed	+2.3%	+2.6%	-0.3%	+11.7%	➖ noise
90	datafusion:vortex-compact	+3.9%	+5.9%	-1.9%	+10.0%	➖ noise
90	datafusion:vortex-file-compressed	-2.1%	+5.9%	-7.5%	+10.0%	➖ noise
90	duckdb:duckdb	-2.8%	+5.9%	-8.2%	+10.0%	➖ noise
90	duckdb:vortex-compact	+6.3%	+5.9%	+0.4%	+10.0%	➖ noise
90	duckdb:vortex-file-compressed	+1.2%	+5.9%	-4.4%	+10.0%	➖ noise
91	datafusion:vortex-compact	+3.5%	-2.2%	+5.9%	+10.0%	➖ noise
91	datafusion:vortex-file-compressed	+0.8%	-2.2%	+3.0%	+10.0%	➖ noise
91	duckdb:duckdb	+4.2%	-2.2%	+6.5%	+11.0%	➖ noise
91	duckdb:vortex-compact	+8.7%	-2.2%	+11.1%	+10.0%	🚨 regression
91	duckdb:vortex-file-compressed	-0.3%	-2.2%	+1.9%	+10.0%	➖ noise
92	datafusion:vortex-compact	+3.8%	+1.7%	+2.0%	+10.0%	➖ noise
92	datafusion:vortex-file-compressed	+5.8%	+1.7%	+4.0%	+10.0%	➖ noise
92	duckdb:duckdb	+4.4%	+1.7%	+2.6%	+13.8%	➖ noise
92	duckdb:vortex-compact	-2.3%	+1.7%	-4.0%	+18.5%	➖ noise
92	duckdb:vortex-file-compressed	+4.2%	+1.7%	+2.5%	+10.0%	➖ noise
93	datafusion:vortex-compact	+5.2%	-1.9%	+7.3%	+10.0%	➖ noise
93	datafusion:vortex-file-compressed	+4.0%	-1.9%	+6.0%	+10.0%	➖ noise
93	duckdb:duckdb	+5.9%	-1.9%	+7.9%	+12.7%	➖ noise
93	duckdb:vortex-compact	+2.7%	-1.9%	+4.7%	+11.3%	➖ noise
93	duckdb:vortex-file-compressed	+3.7%	-1.9%	+5.7%	+14.8%	➖ noise
94	datafusion:vortex-compact	+6.9%	+2.7%	+4.1%	+10.0%	➖ noise
94	datafusion:vortex-file-compressed	+9.0%	+2.7%	+6.1%	+11.1%	➖ noise
94	duckdb:duckdb	+4.0%	+2.7%	+1.3%	+10.7%	➖ noise
94	duckdb:vortex-compact	+0.5%	+2.7%	-2.1%	+11.6%	➖ noise
94	duckdb:vortex-file-compressed	+3.3%	+2.7%	+0.6%	+10.2%	➖ noise
95	datafusion:vortex-compact	+2.5%	-2.9%	+5.6%	+10.0%	➖ noise
95	datafusion:vortex-file-compressed	+1.4%	-2.9%	+4.5%	+10.0%	➖ noise
95	duckdb:duckdb	+1.9%	-2.9%	+4.9%	+18.1%	➖ noise
95	duckdb:vortex-compact	-8.5%	-2.9%	-5.7%	+11.6%	➖ noise
95	duckdb:vortex-file-compressed	-1.8%	-2.9%	+1.1%	+16.6%	➖ noise
96	datafusion:vortex-compact	+1.9%	+1.7%	+0.2%	+10.0%	➖ noise
96	datafusion:vortex-file-compressed	+7.2%	+1.7%	+5.4%	+10.0%	➖ noise
96	duckdb:duckdb	+1.1%	+1.7%	-0.6%	+14.9%	➖ noise
96	duckdb:vortex-compact	+2.7%	+1.7%	+1.0%	+10.9%	➖ noise
96	duckdb:vortex-file-compressed	-2.3%	+1.7%	-4.0%	+11.9%	➖ noise
97	datafusion:vortex-compact	+1.1%	+2.4%	-1.3%	+10.0%	➖ noise
97	datafusion:vortex-file-compressed	+1.2%	+2.4%	-1.1%	+10.0%	➖ noise
97	duckdb:duckdb	+1.4%	+2.4%	-0.9%	+10.0%	➖ noise
97	duckdb:vortex-compact	+0.9%	+2.4%	-1.4%	+13.4%	➖ noise
97	duckdb:vortex-file-compressed	-1.8%	+2.4%	-4.1%	+10.9%	➖ noise
98	datafusion:vortex-compact	+7.1%	-1.0%	+8.2%	+11.4%	➖ noise
98	datafusion:vortex-file-compressed	-0.2%	-1.0%	+0.9%	+10.0%	➖ noise
98	duckdb:duckdb	+2.4%	-1.0%	+3.4%	+12.7%	➖ noise
98	duckdb:vortex-compact	+1.2%	-1.0%	+2.2%	+10.0%	➖ noise
98	duckdb:vortex-file-compressed	+0.8%	-1.0%	+1.8%	+10.6%	➖ noise
99	datafusion:vortex-compact	+7.8%	-2.3%	+10.4%	+18.9%	➖ noise
99	datafusion:vortex-file-compressed	+1.8%	-2.3%	+4.3%	+16.6%	➖ noise
99	duckdb:duckdb	-2.9%	-2.3%	-0.6%	+34.9%	➖ noise
99	duckdb:vortex-compact	+13.1%	-2.3%	+15.8%	+30.2%	➖ noise
99	duckdb:vortex-file-compressed	+0.7%	-2.3%	+3.1%	+17.1%	➖ noise

[github-actions]

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.3%
Vortex (geomean): 1.007x ➖
Parquet (geomean): 1.006x ➖
Shifts: Parquet (control) +0.6% · Median polish +0.4%

---

datafusion / vortex-file-compressed (1.008x ➖, 0↑ 0↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	402627284	390309259	1.03
tpch_q02/datafusion:vortex-file-compressed	116558137	114666397	1.02
tpch_q03/datafusion:vortex-file-compressed	205427349	204408955	1.00
tpch_q04/datafusion:vortex-file-compressed	102761617	98638967	1.04
tpch_q05/datafusion:vortex-file-compressed	384271830	382087646	1.01
tpch_q06/datafusion:vortex-file-compressed	40560736	41013480	0.99
tpch_q07/datafusion:vortex-file-compressed	559506319	563156317	0.99
tpch_q08/datafusion:vortex-file-compressed	372509585	377622775	0.99
tpch_q09/datafusion:vortex-file-compressed	661348517	667417018	0.99
tpch_q10/datafusion:vortex-file-compressed	244209701	241364198	1.01
tpch_q11/datafusion:vortex-file-compressed	88144306	84527052	1.04
tpch_q12/datafusion:vortex-file-compressed	112828017	110861511	1.02
tpch_q13/datafusion:vortex-file-compressed	224473936	223584152	1.00
tpch_q14/datafusion:vortex-file-compressed	57816713	59411432	0.97
tpch_q15/datafusion:vortex-file-compressed	109474509	108970067	1.00
tpch_q16/datafusion:vortex-file-compressed	78108041	75683440	1.03
tpch_q17/datafusion:vortex-file-compressed	644355028	644830080	1.00
tpch_q18/datafusion:vortex-file-compressed	875656040	876472174	1.00
tpch_q19/datafusion:vortex-file-compressed	119814575	117137318	1.02
tpch_q20/datafusion:vortex-file-compressed	170957372	168583975	1.01
tpch_q21/datafusion:vortex-file-compressed	657239790	659665914	1.00
tpch_q22/datafusion:vortex-file-compressed	63138022	62401307	1.01

datafusion / vortex-compact (1.008x ➖, 0↑ 0↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	444075443	439810456	1.01
tpch_q02/datafusion:vortex-compact	124243550	122867821	1.01
tpch_q03/datafusion:vortex-compact	223147301	217713272	1.02
tpch_q04/datafusion:vortex-compact	124186919	122396655	1.01
tpch_q05/datafusion:vortex-compact	410860208	393343698	1.04
tpch_q06/datafusion:vortex-compact	64951049	64464663	1.01
tpch_q07/datafusion:vortex-compact	607069726	592757783	1.02
tpch_q08/datafusion:vortex-compact	386274709	388220048	0.99
tpch_q09/datafusion:vortex-compact	675334335	680405770	0.99
tpch_q10/datafusion:vortex-compact	269625839	277434270	0.97
tpch_q11/datafusion:vortex-compact	93457046	92429736	1.01
tpch_q12/datafusion:vortex-compact	172990667	171911142	1.01
tpch_q13/datafusion:vortex-compact	273839162	272103122	1.01
tpch_q14/datafusion:vortex-compact	75836781	76139889	1.00
tpch_q15/datafusion:vortex-compact	165461284	166347596	0.99
tpch_q16/datafusion:vortex-compact	84939397	80939928	1.05
tpch_q17/datafusion:vortex-compact	648618565	648305900	1.00
tpch_q18/datafusion:vortex-compact	884374299	895354576	0.99
tpch_q19/datafusion:vortex-compact	217439047	207098797	1.05
tpch_q20/datafusion:vortex-compact	199601239	199185995	1.00
tpch_q21/datafusion:vortex-compact	697467235	699841177	1.00
tpch_q22/datafusion:vortex-compact	71786302	73318132	0.98

datafusion / parquet (1.012x ➖, 0↑ 0↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	441456370	417571751	1.06
tpch_q02/datafusion:parquet	184591957	185942128	0.99
tpch_q03/datafusion:parquet	298073403	292542264	1.02
tpch_q04/datafusion:parquet	133523376	132184714	1.01
tpch_q05/datafusion:parquet	451901187	440276201	1.03
tpch_q06/datafusion:parquet	129339827	120310883	1.08
tpch_q07/datafusion:parquet	624316947	628607885	0.99
tpch_q08/datafusion:parquet	489770125	483599664	1.01
tpch_q09/datafusion:parquet	754753204	765347619	0.99
tpch_q10/datafusion:parquet	502842202	509763540	0.99
tpch_q11/datafusion:parquet	130311972	132587644	0.98
tpch_q12/datafusion:parquet	208616510	213875038	0.98
tpch_q13/datafusion:parquet	336945105	336262117	1.00
tpch_q14/datafusion:parquet	167722927	153343147	1.09
tpch_q15/datafusion:parquet	243731722	250342019	0.97
tpch_q16/datafusion:parquet	137111667	133782326	1.02
tpch_q17/datafusion:parquet	701599001	683474690	1.03
tpch_q18/datafusion:parquet	909396252	879965001	1.03
tpch_q19/datafusion:parquet	271066063	269183534	1.01
tpch_q20/datafusion:parquet	309451101	307102940	1.01
tpch_q21/datafusion:parquet	734321302	733051647	1.00
tpch_q22/datafusion:parquet	216967224	218868002	0.99

datafusion / arrow (1.033x ➖, 0↑ 1↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	616776920	597689104	1.03
tpch_q02/datafusion:arrow	169072330	170298558	0.99
tpch_q03/datafusion:arrow	483020833	457265920	1.06
tpch_q04/datafusion:arrow	359471956	341874759	1.05
tpch_q05/datafusion:arrow	941126154	917298793	1.03
tpch_q06/datafusion:arrow	279316584	272649307	1.02
tpch_q07/datafusion:arrow	1143288040	1136649764	1.01
tpch_q08/datafusion:arrow	1119041174	1134770122	0.99
tpch_q09/datafusion:arrow	1328756219	1335932833	0.99
tpch_q10/datafusion:arrow	636034707	609133812	1.04
tpch_q11/datafusion:arrow	156629286	149524781	1.05
tpch_q12/datafusion:arrow	701834299	683606364	1.03
tpch_q13/datafusion:arrow	549014815	526956394	1.04
tpch_q14/datafusion:arrow 🚨	348900456	312829922	1.12
tpch_q15/datafusion:arrow	712873396	667999302	1.07
tpch_q16/datafusion:arrow	108967458	109271755	1.00
tpch_q17/datafusion:arrow	1333185274	1330248246	1.00
tpch_q18/datafusion:arrow	1950635804	1783238645	1.09
tpch_q19/datafusion:arrow	522888630	507893448	1.03
tpch_q20/datafusion:arrow	514771018	482825624	1.07
tpch_q21/datafusion:arrow	2965798438	2858908743	1.04
tpch_q22/datafusion:arrow	144553314	144248599	1.00

duckdb / vortex-file-compressed (1.001x ➖, 0↑ 0↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	176397807	177623088	0.99
tpch_q02/duckdb:vortex-file-compressed	54251054	52381075	1.04
tpch_q03/duckdb:vortex-file-compressed	132014542	129449914	1.02
tpch_q04/duckdb:vortex-file-compressed	148880472	150487433	0.99
tpch_q05/duckdb:vortex-file-compressed	132164207	131049934	1.01
tpch_q06/duckdb:vortex-file-compressed	49532829	50335447	0.98
tpch_q07/duckdb:vortex-file-compressed	147439163	148632529	0.99
tpch_q08/duckdb:vortex-file-compressed	172894805	176515225	0.98
tpch_q09/duckdb:vortex-file-compressed	337520155	335885904	1.00
tpch_q10/duckdb:vortex-file-compressed	154797015	156512168	0.99
tpch_q11/duckdb:vortex-file-compressed	36165260	36623408	0.99
tpch_q12/duckdb:vortex-file-compressed	99700156	97068810	1.03
tpch_q13/duckdb:vortex-file-compressed	253933376	250907214	1.01
tpch_q14/duckdb:vortex-file-compressed	72615043	73441545	0.99
tpch_q15/duckdb:vortex-file-compressed	97237885	96948553	1.00
tpch_q16/duckdb:vortex-file-compressed	79854758	79984343	1.00
tpch_q17/duckdb:vortex-file-compressed	104343118	103113602	1.01
tpch_q18/duckdb:vortex-file-compressed	276402157	280752632	0.98
tpch_q19/duckdb:vortex-file-compressed	92994695	93220034	1.00
tpch_q20/duckdb:vortex-file-compressed	168941057	168254853	1.00
tpch_q21/duckdb:vortex-file-compressed	572001469	559435594	1.02
tpch_q22/duckdb:vortex-file-compressed	78825907	79701166	0.99

duckdb / vortex-compact (1.010x ➖, 0↑ 0↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	231502610	231251981	1.00
tpch_q02/duckdb:vortex-compact	60039755	60016087	1.00
tpch_q03/duckdb:vortex-compact	147999037	140103757	1.06
tpch_q04/duckdb:vortex-compact	181002547	173891689	1.04
tpch_q05/duckdb:vortex-compact	152088167	148344550	1.03
tpch_q06/duckdb:vortex-compact	87569244	86884915	1.01
tpch_q07/duckdb:vortex-compact	212129457	205897267	1.03
tpch_q08/duckdb:vortex-compact	197564481	198538503	1.00
tpch_q09/duckdb:vortex-compact	371741021	366355336	1.01
tpch_q10/duckdb:vortex-compact	190252798	191563405	0.99
tpch_q11/duckdb:vortex-compact	42787639	42402823	1.01
tpch_q12/duckdb:vortex-compact	213036568	210864483	1.01
tpch_q13/duckdb:vortex-compact	297106013	300752115	0.99
tpch_q14/duckdb:vortex-compact	105863578	104859353	1.01
tpch_q15/duckdb:vortex-compact	121329114	119301038	1.02
tpch_q16/duckdb:vortex-compact	87205651	88767483	0.98
tpch_q17/duckdb:vortex-compact	122521604	119893550	1.02
tpch_q18/duckdb:vortex-compact	295694941	296588436	1.00
tpch_q19/duckdb:vortex-compact	118528713	119211034	0.99
tpch_q20/duckdb:vortex-compact	212437053	208484120	1.02
tpch_q21/duckdb:vortex-compact	652718816	640665896	1.02
tpch_q22/duckdb:vortex-compact	92134083	92167053	1.00

duckdb / parquet (1.000x ➖, 1↑ 1↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	258532446	260051524	0.99
tpch_q02/duckdb:parquet	104142339	97385046	1.07
tpch_q03/duckdb:parquet	211010695	213934760	0.99
tpch_q04/duckdb:parquet	134411146	134992658	1.00
tpch_q05/duckdb:parquet	219428034	221703579	0.99
tpch_q06/duckdb:parquet	67544072	66126340	1.02
tpch_q07/duckdb:parquet	179917716	180583138	1.00
tpch_q08/duckdb:parquet	255785928	257367283	0.99
tpch_q09/duckdb:parquet	461276630	465611368	0.99
tpch_q10/duckdb:parquet	603002288	608878444	0.99
tpch_q11/duckdb:parquet 🚨	44904428	40728541	1.10
tpch_q12/duckdb:parquet	126091938	128436964	0.98
tpch_q13/duckdb:parquet 🚀	401043656	457903108	0.88
tpch_q14/duckdb:parquet	173411032	178158207	0.97
tpch_q15/duckdb:parquet	99398700	99708065	1.00
tpch_q16/duckdb:parquet	163472642	164995916	0.99
tpch_q17/duckdb:parquet	182619803	174715284	1.05
tpch_q18/duckdb:parquet	354457440	350245353	1.01
tpch_q19/duckdb:parquet	283644517	280543231	1.01
tpch_q20/duckdb:parquet	231394689	229119198	1.01
tpch_q21/duckdb:parquet	572359334	567433869	1.01
tpch_q22/duckdb:parquet	290006151	292896928	0.99

duckdb / duckdb (0.998x ➖, 0↑ 0↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	117377641	117557723	1.00
tpch_q02/duckdb:duckdb	46614502	48756871	0.96
tpch_q03/duckdb:duckdb	98494064	97138762	1.01
tpch_q04/duckdb:duckdb	136574868	133832999	1.02
tpch_q05/duckdb:duckdb	111514534	110647875	1.01
tpch_q06/duckdb:duckdb	39481049	39475493	1.00
tpch_q07/duckdb:duckdb	86837922	86731616	1.00
tpch_q08/duckdb:duckdb	109532018	110899075	0.99
tpch_q09/duckdb:duckdb	276266860	279965138	0.99
tpch_q10/duckdb:duckdb	209968373	206794981	1.02
tpch_q11/duckdb:duckdb	15687309	15699284	1.00
tpch_q12/duckdb:duckdb	85239869	83567429	1.02
tpch_q13/duckdb:duckdb	252371137	250799514	1.01
tpch_q14/duckdb:duckdb	70249852	72400963	0.97
tpch_q15/duckdb:duckdb	78910688	79752083	0.99
tpch_q16/duckdb:duckdb	75224056	72733367	1.03
tpch_q17/duckdb:duckdb	85228954	85546777	1.00
tpch_q18/duckdb:duckdb	217018492	214105023	1.01
tpch_q19/duckdb:duckdb	117158836	116380885	1.01
tpch_q20/duckdb:duckdb	112605871	111723165	1.01
tpch_q21/duckdb:duckdb	303656280	305890116	0.99
tpch_q22/duckdb:duckdb	64213715	67851549	0.95

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+3.2%	+2.5%	+0.7%	+11.4%	➖ noise
1	datafusion:vortex-compact	+1.0%	+2.5%	-1.5%	+12.5%	➖ noise
1	datafusion:vortex-file-compressed	+3.2%	+2.5%	+0.6%	+12.9%	➖ noise
1	duckdb:duckdb	-0.2%	+2.5%	-2.6%	+11.2%	➖ noise
1	duckdb:vortex-compact	+0.1%	+2.5%	-2.4%	+11.2%	➖ noise
1	duckdb:vortex-file-compressed	-0.7%	+2.5%	-3.1%	+11.4%	➖ noise
2	datafusion:arrow	-0.7%	+3.0%	-3.6%	+10.0%	➖ noise
2	datafusion:vortex-compact	+1.1%	+3.0%	-1.9%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+1.6%	+3.0%	-1.3%	+10.0%	➖ noise
2	duckdb:duckdb	-4.4%	+3.0%	-7.2%	+10.0%	➖ noise
2	duckdb:vortex-compact	+0.0%	+3.0%	-2.9%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+3.6%	+3.0%	+0.5%	+10.1%	➖ noise
3	datafusion:arrow	+5.6%	+0.2%	+5.4%	+10.0%	➖ noise
3	datafusion:vortex-compact	+2.5%	+0.2%	+2.2%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+0.5%	+0.2%	+0.2%	+10.0%	➖ noise
3	duckdb:duckdb	+1.4%	+0.2%	+1.1%	+10.0%	➖ noise
3	duckdb:vortex-compact	+5.6%	+0.2%	+5.4%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+2.0%	+0.2%	+1.7%	+10.0%	➖ noise
4	datafusion:arrow	+5.1%	+0.3%	+4.8%	+10.0%	➖ noise
4	datafusion:vortex-compact	+1.5%	+0.3%	+1.2%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+4.2%	+0.3%	+3.9%	+10.0%	➖ noise
4	duckdb:duckdb	+2.0%	+0.3%	+1.8%	+10.0%	➖ noise
4	duckdb:vortex-compact	+4.1%	+0.3%	+3.8%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-1.1%	+0.3%	-1.4%	+10.0%	➖ noise
5	datafusion:arrow	+2.6%	+0.8%	+1.8%	+10.0%	➖ noise
5	datafusion:vortex-compact	+4.5%	+0.8%	+3.6%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+0.6%	+0.8%	-0.2%	+10.0%	➖ noise
5	duckdb:duckdb	+0.8%	+0.8%	-0.0%	+10.0%	➖ noise
5	duckdb:vortex-compact	+2.5%	+0.8%	+1.7%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+0.9%	+0.8%	+0.1%	+10.0%	➖ noise
6	datafusion:arrow	+2.4%	+4.8%	-2.2%	+10.0%	➖ noise
6	datafusion:vortex-compact	+0.8%	+4.8%	-3.9%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-1.1%	+4.8%	-5.6%	+10.0%	➖ noise
6	duckdb:duckdb	+0.0%	+4.8%	-4.6%	+15.0%	➖ noise
6	duckdb:vortex-compact	+0.8%	+4.8%	-3.8%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-1.6%	+4.8%	-6.1%	+10.2%	➖ noise
7	datafusion:arrow	+0.6%	-0.5%	+1.1%	+10.0%	➖ noise
7	datafusion:vortex-compact	+2.4%	-0.5%	+3.0%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-0.6%	-0.5%	-0.1%	+10.0%	➖ noise
7	duckdb:duckdb	+0.1%	-0.5%	+0.7%	+10.0%	➖ noise
7	duckdb:vortex-compact	+3.0%	-0.5%	+3.6%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-0.8%	-0.5%	-0.3%	+10.0%	➖ noise
8	datafusion:arrow	-1.4%	+0.3%	-1.7%	+10.0%	➖ noise
8	datafusion:vortex-compact	-0.5%	+0.3%	-0.8%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-1.4%	+0.3%	-1.7%	+10.0%	➖ noise
8	duckdb:duckdb	-1.2%	+0.3%	-1.6%	+10.0%	➖ noise
8	duckdb:vortex-compact	-0.5%	+0.3%	-0.8%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-2.1%	+0.3%	-2.4%	+10.0%	➖ noise
9	datafusion:arrow	-0.5%	-1.2%	+0.6%	+10.0%	➖ noise
9	datafusion:vortex-compact	-0.7%	-1.2%	+0.4%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-0.9%	-1.2%	+0.3%	+10.0%	➖ noise
9	duckdb:duckdb	-1.3%	-1.2%	-0.2%	+10.0%	➖ noise
9	duckdb:vortex-compact	+1.5%	-1.2%	+2.7%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+0.5%	-1.2%	+1.7%	+10.0%	➖ noise
10	datafusion:arrow	+4.4%	-1.2%	+5.6%	+10.0%	➖ noise
10	datafusion:vortex-compact	-2.8%	-1.2%	-1.7%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+1.2%	-1.2%	+2.4%	+10.0%	➖ noise
10	duckdb:duckdb	+1.5%	-1.2%	+2.7%	+10.0%	➖ noise
10	duckdb:vortex-compact	-0.7%	-1.2%	+0.5%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-1.1%	-1.2%	+0.1%	+10.0%	➖ noise
11	datafusion:arrow	+4.8%	+4.1%	+0.6%	+10.0%	➖ noise
11	datafusion:vortex-compact	+1.1%	+4.1%	-2.9%	+10.7%	➖ noise
11	datafusion:vortex-file-compressed	+4.3%	+4.1%	+0.2%	+11.5%	➖ noise
11	duckdb:duckdb	-0.1%	+4.1%	-4.0%	+17.9%	➖ noise
11	duckdb:vortex-compact	+0.9%	+4.1%	-3.1%	+13.3%	➖ noise
11	duckdb:vortex-file-compressed	-1.3%	+4.1%	-5.1%	+14.1%	➖ noise
12	datafusion:arrow	+2.7%	-2.1%	+4.9%	+43.0%	➖ noise
12	datafusion:vortex-compact	+0.6%	-2.1%	+2.8%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	+1.8%	-2.1%	+4.0%	+10.0%	➖ noise
12	duckdb:duckdb	+2.0%	-2.1%	+4.2%	+10.0%	➖ noise
12	duckdb:vortex-compact	+1.0%	-2.1%	+3.2%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	+2.7%	-2.1%	+5.0%	+10.0%	➖ noise
13	datafusion:arrow	+4.2%	-6.3%	+11.2%	+10.0%	🚨 regression
13	datafusion:vortex-compact	+0.6%	-6.3%	+7.4%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+0.4%	-6.3%	+7.2%	+10.0%	➖ noise
13	duckdb:duckdb	+0.6%	-6.3%	+7.4%	+10.0%	➖ noise
13	duckdb:vortex-compact	-1.2%	-6.3%	+5.5%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+1.2%	-6.3%	+8.0%	+10.0%	➖ noise
14	datafusion:arrow	+11.5%	+3.2%	+8.1%	+10.4%	➖ noise
14	datafusion:vortex-compact	-0.4%	+3.2%	-3.5%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	-2.7%	+3.2%	-5.7%	+11.0%	➖ noise
14	duckdb:duckdb	-3.0%	+3.2%	-6.0%	+10.0%	➖ noise
14	duckdb:vortex-compact	+1.0%	+3.2%	-2.2%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-1.1%	+3.2%	-4.2%	+10.0%	➖ noise
15	datafusion:arrow	+6.7%	-1.5%	+8.3%	+10.0%	➖ noise
15	datafusion:vortex-compact	-0.5%	-1.5%	+1.0%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+0.5%	-1.5%	+2.0%	+10.0%	➖ noise
15	duckdb:duckdb	-1.1%	-1.5%	+0.4%	+10.0%	➖ noise
15	duckdb:vortex-compact	+1.7%	-1.5%	+3.2%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+0.3%	-1.5%	+1.8%	+10.0%	➖ noise
16	datafusion:arrow	-0.3%	+0.8%	-1.0%	+10.0%	➖ noise
16	datafusion:vortex-compact	+4.9%	+0.8%	+4.1%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+3.2%	+0.8%	+2.4%	+10.0%	➖ noise
16	duckdb:duckdb	+3.4%	+0.8%	+2.6%	+10.0%	➖ noise
16	duckdb:vortex-compact	-1.8%	+0.8%	-2.5%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-0.2%	+0.8%	-0.9%	+10.0%	➖ noise
17	datafusion:arrow	+0.2%	+3.6%	-3.2%	+10.0%	➖ noise
17	datafusion:vortex-compact	+0.0%	+3.6%	-3.4%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-0.1%	+3.6%	-3.5%	+10.0%	➖ noise
17	duckdb:duckdb	-0.4%	+3.6%	-3.8%	+10.0%	➖ noise
17	duckdb:vortex-compact	+2.2%	+3.6%	-1.3%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	+1.2%	+3.6%	-2.3%	+10.0%	➖ noise
18	datafusion:arrow	+9.4%	+2.3%	+7.0%	+10.0%	➖ noise
18	datafusion:vortex-compact	-1.2%	+2.3%	-3.4%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-0.1%	+2.3%	-2.3%	+10.0%	➖ noise
18	duckdb:duckdb	+1.4%	+2.3%	-0.9%	+10.0%	➖ noise
18	duckdb:vortex-compact	-0.3%	+2.3%	-2.5%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-1.5%	+2.3%	-3.7%	+10.0%	➖ noise
19	datafusion:arrow	+3.0%	+0.9%	+2.0%	+10.0%	➖ noise
19	datafusion:vortex-compact	+5.0%	+0.9%	+4.1%	+11.1%	➖ noise
19	datafusion:vortex-file-compressed	+2.3%	+0.9%	+1.4%	+10.1%	➖ noise
19	duckdb:duckdb	+0.7%	+0.9%	-0.2%	+10.0%	➖ noise
19	duckdb:vortex-compact	-0.6%	+0.9%	-1.5%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	-0.2%	+0.9%	-1.1%	+10.0%	➖ noise
20	datafusion:arrow	+6.6%	+0.9%	+5.7%	+10.0%	➖ noise
20	datafusion:vortex-compact	+0.2%	+0.9%	-0.7%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	+1.4%	+0.9%	+0.5%	+10.0%	➖ noise
20	duckdb:duckdb	+0.8%	+0.9%	-0.1%	+10.0%	➖ noise
20	duckdb:vortex-compact	+1.9%	+0.9%	+1.0%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	+0.4%	+0.9%	-0.5%	+10.0%	➖ noise
21	datafusion:arrow	+3.7%	+0.5%	+3.2%	+10.0%	➖ noise
21	datafusion:vortex-compact	-0.3%	+0.5%	-0.9%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	-0.4%	+0.5%	-0.9%	+10.0%	➖ noise
21	duckdb:duckdb	-0.7%	+0.5%	-1.2%	+10.0%	➖ noise
21	duckdb:vortex-compact	+1.9%	+0.5%	+1.4%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	+2.2%	+0.5%	+1.7%	+10.0%	➖ noise
22	datafusion:arrow	+0.2%	-0.9%	+1.1%	+10.0%	➖ noise
22	datafusion:vortex-compact	-2.1%	-0.9%	-1.2%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+1.2%	-0.9%	+2.1%	+10.0%	➖ noise
22	duckdb:duckdb	-5.4%	-0.9%	-4.5%	+10.5%	➖ noise
22	duckdb:vortex-compact	-0.0%	-0.9%	+0.9%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-1.1%	-0.9%	-0.2%	+10.0%	➖ noise

[github-actions]

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +9.7%
Vortex (geomean): 0.982x ➖
Parquet (geomean): 0.895x ➖
Shifts: Parquet (control) -10.5% · Median polish -7.3%

---

datafusion / vortex-file-compressed (1.051x ➖, 3↑ 5↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	187887272	185659825	1.01
tpch_q02/datafusion:vortex-file-compressed	470864270	506460503	0.93
tpch_q03/datafusion:vortex-file-compressed	415724142	355802978	1.17
tpch_q04/datafusion:vortex-file-compressed	331381535	296753595	1.12
tpch_q05/datafusion:vortex-file-compressed	602938712	503845414	1.20
tpch_q06/datafusion:vortex-file-compressed	407865564	352963238	1.16
tpch_q07/datafusion:vortex-file-compressed 🚨	582023528	403628575	1.44
tpch_q08/datafusion:vortex-file-compressed	800114172	660409530	1.21
tpch_q09/datafusion:vortex-file-compressed 🚨	908692337	448778937	2.02
tpch_q10/datafusion:vortex-file-compressed	637871069	635392747	1.00
tpch_q11/datafusion:vortex-file-compressed	534560261	424845235	1.26
tpch_q12/datafusion:vortex-file-compressed 🚨	692977295	530611951	1.31
tpch_q13/datafusion:vortex-file-compressed 🚨	475388219	220479013	2.16
tpch_q14/datafusion:vortex-file-compressed	283132964	252149558	1.12
tpch_q15/datafusion:vortex-file-compressed 🚨	725114912	467244378	1.55
tpch_q16/datafusion:vortex-file-compressed	163105674	223184787	0.73
tpch_q17/datafusion:vortex-file-compressed	397888766	558199939	0.71
tpch_q18/datafusion:vortex-file-compressed 🚀	410672709	587680474	0.70
tpch_q19/datafusion:vortex-file-compressed 🚀	452631785	800793712	0.57
tpch_q20/datafusion:vortex-file-compressed 🚀	447482270	650643435	0.69
tpch_q21/datafusion:vortex-file-compressed	659498462	894008754	0.74
tpch_q22/datafusion:vortex-file-compressed	230230146	300045988	0.77

datafusion / vortex-compact (1.003x ➖, 2↑ 2↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact 🚀	239371866	349349583	0.69
tpch_q02/datafusion:vortex-compact 🚀	379556074	637968631	0.59
tpch_q03/datafusion:vortex-compact	348679698	369723964	0.94
tpch_q04/datafusion:vortex-compact	223275551	256263954	0.87
tpch_q05/datafusion:vortex-compact	395681990	345835597	1.14
tpch_q06/datafusion:vortex-compact	309081375	306446010	1.01
tpch_q07/datafusion:vortex-compact	480480394	430230548	1.12
tpch_q08/datafusion:vortex-compact	531585828	536113474	0.99
tpch_q09/datafusion:vortex-compact	418381996	419298420	1.00
tpch_q10/datafusion:vortex-compact	541917564	466938254	1.16
tpch_q11/datafusion:vortex-compact	308471510	248821427	1.24
tpch_q12/datafusion:vortex-compact	493273662	562573059	0.88
tpch_q13/datafusion:vortex-compact	215217108	228642329	0.94
tpch_q14/datafusion:vortex-compact	251340551	287900905	0.87
tpch_q15/datafusion:vortex-compact	422088508	464336471	0.91
tpch_q16/datafusion:vortex-compact	175430827	169417827	1.04
tpch_q17/datafusion:vortex-compact	398562459	354304038	1.12
tpch_q18/datafusion:vortex-compact	313258378	307995724	1.02
tpch_q19/datafusion:vortex-compact	401795366	428231615	0.94
tpch_q20/datafusion:vortex-compact	474624181	464774900	1.02
tpch_q21/datafusion:vortex-compact 🚨	724401906	494604253	1.46
tpch_q22/datafusion:vortex-compact 🚨	310013674	196338914	1.58

datafusion / parquet (0.869x ➖, 5↑ 2↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	549999591	486339357	1.13
tpch_q02/datafusion:parquet	449505670	501682884	0.90
tpch_q03/datafusion:parquet 🚀	477171893	975981611	0.49
tpch_q04/datafusion:parquet	155995147	201482903	0.77
tpch_q05/datafusion:parquet 🚀	512255788	748610614	0.68
tpch_q06/datafusion:parquet 🚀	149031370	460580384	0.32
tpch_q07/datafusion:parquet 🚀	551702650	1079061969	0.51
tpch_q08/datafusion:parquet	657030293	847897550	0.77
tpch_q09/datafusion:parquet	496701427	624454372	0.80
tpch_q10/datafusion:parquet	543402399	701848008	0.77
tpch_q11/datafusion:parquet 🚀	336983292	484580071	0.70
tpch_q12/datafusion:parquet	245654178	305462555	0.80
tpch_q13/datafusion:parquet	439794244	468333443	0.94
tpch_q14/datafusion:parquet 🚨	328138765	170198752	1.93
tpch_q15/datafusion:parquet 🚨	415426718	317481776	1.31
tpch_q16/datafusion:parquet	186328501	179922148	1.04
tpch_q17/datafusion:parquet	451689817	379344154	1.19
tpch_q18/datafusion:parquet	446743364	454768284	0.98
tpch_q19/datafusion:parquet	459743919	370374870	1.24
tpch_q20/datafusion:parquet	515330976	420930760	1.22
tpch_q21/datafusion:parquet	808498529	750926121	1.08
tpch_q22/datafusion:parquet	160916406	193348787	0.83

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

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	351093728	279645161	1.26
tpch_q02/duckdb:vortex-file-compressed	942646011	990522897	0.95
tpch_q03/duckdb:vortex-file-compressed	550362430	706970865	0.78
tpch_q04/duckdb:vortex-file-compressed 🚀	352456495	511285448	0.69
tpch_q05/duckdb:vortex-file-compressed	914268857	986741598	0.93
tpch_q06/duckdb:vortex-file-compressed	416682077	566480568	0.74
tpch_q07/duckdb:vortex-file-compressed	688362298	829597833	0.83
tpch_q08/duckdb:vortex-file-compressed	906291989	957632066	0.95
tpch_q09/duckdb:vortex-file-compressed	857377973	920529607	0.93
tpch_q10/duckdb:vortex-file-compressed	742471345	799711364	0.93
tpch_q11/duckdb:vortex-file-compressed	513962858	501532315	1.02
tpch_q12/duckdb:vortex-file-compressed	537035537	568775063	0.94
tpch_q13/duckdb:vortex-file-compressed	534607153	458064765	1.17
tpch_q14/duckdb:vortex-file-compressed	526188813	519179882	1.01
tpch_q15/duckdb:vortex-file-compressed	288403573	260714314	1.11
tpch_q16/duckdb:vortex-file-compressed	337733082	350688890	0.96
tpch_q17/duckdb:vortex-file-compressed	687797248	689539985	1.00
tpch_q18/duckdb:vortex-file-compressed	517689876	722548026	0.72
tpch_q19/duckdb:vortex-file-compressed	445463881	488261973	0.91
tpch_q20/duckdb:vortex-file-compressed	941559488	878803372	1.07
tpch_q21/duckdb:vortex-file-compressed	1112384096	1030647851	1.08
tpch_q22/duckdb:vortex-file-compressed	326673079	382669244	0.85

duckdb / vortex-compact (0.943x ➖, 1↑ 0↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	316064905	412324708	0.77
tpch_q02/duckdb:vortex-compact	851406105	1049213032	0.81
tpch_q03/duckdb:vortex-compact	565070425	571551777	0.99
tpch_q04/duckdb:vortex-compact	333557363	325844922	1.02
tpch_q05/duckdb:vortex-compact	797344181	835983275	0.95
tpch_q06/duckdb:vortex-compact	437396279	471504328	0.93
tpch_q07/duckdb:vortex-compact	694659232	740161372	0.94
tpch_q08/duckdb:vortex-compact	816213886	990106059	0.82
tpch_q09/duckdb:vortex-compact	893779257	1023570840	0.87
tpch_q10/duckdb:vortex-compact	820278570	695279838	1.18
tpch_q11/duckdb:vortex-compact	492742894	542216458	0.91
tpch_q12/duckdb:vortex-compact 🚀	402231644	594612081	0.68
tpch_q13/duckdb:vortex-compact	443406311	445672070	0.99
tpch_q14/duckdb:vortex-compact	425610042	483361692	0.88
tpch_q15/duckdb:vortex-compact	389832613	326741608	1.19
tpch_q16/duckdb:vortex-compact	372728490	366444845	1.02
tpch_q17/duckdb:vortex-compact	625439619	589589144	1.06
tpch_q18/duckdb:vortex-compact	541007478	472253009	1.15
tpch_q19/duckdb:vortex-compact	503701228	464154456	1.09
tpch_q20/duckdb:vortex-compact	797103657	960752199	0.83
tpch_q21/duckdb:vortex-compact	1015247446	1225298162	0.83
tpch_q22/duckdb:vortex-compact	350158886	332868561	1.05

duckdb / parquet (0.922x ➖, 2↑ 1↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	475167997	597001846	0.80
tpch_q02/duckdb:parquet	1305094083	1322150109	0.99
tpch_q03/duckdb:parquet	1173791863	998770374	1.18
tpch_q04/duckdb:parquet	592545023	819854797	0.72
tpch_q05/duckdb:parquet	1690639718	1578968921	1.07
tpch_q06/duckdb:parquet 🚨	518329377	392570135	1.32
tpch_q07/duckdb:parquet	1382708343	1437420615	0.96
tpch_q08/duckdb:parquet	1644612947	1853821873	0.89
tpch_q09/duckdb:parquet	1403002576	1483049307	0.95
tpch_q10/duckdb:parquet	1510889749	1616763127	0.93
tpch_q11/duckdb:parquet	915399795	907146155	1.01
tpch_q12/duckdb:parquet	616593999	593663838	1.04
tpch_q13/duckdb:parquet	900606816	964070317	0.93
tpch_q14/duckdb:parquet 🚀	657688511	1001581269	0.66
tpch_q15/duckdb:parquet	572407622	653327885	0.88
tpch_q16/duckdb:parquet	649061500	590177883	1.10
tpch_q17/duckdb:parquet	802945067	963610735	0.83
tpch_q18/duckdb:parquet	842363928	1087685622	0.77
tpch_q19/duckdb:parquet 🚀	725623262	1064962431	0.68
tpch_q20/duckdb:parquet	1241627231	1157914020	1.07
tpch_q21/duckdb:parquet	1252193651	1219856319	1.03
tpch_q22/duckdb:parquet	464516039	591757116	0.78

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-31.5%	-5.1%	-27.8%	+186.5%	➖ noise
1	datafusion:vortex-file-compressed	+1.2%	-5.1%	+6.7%	+183.2%	➖ noise
1	duckdb:vortex-compact	-23.3%	-5.1%	-19.2%	+100.0%	➖ noise
1	duckdb:vortex-file-compressed	+25.5%	-5.1%	+32.3%	+85.4%	➖ noise
2	datafusion:vortex-compact	-40.5%	-6.0%	-36.7%	+56.1%	✅ faster
2	datafusion:vortex-file-compressed	-7.0%	-6.0%	-1.1%	+46.9%	➖ noise
2	duckdb:vortex-compact	-18.9%	-6.0%	-13.7%	+46.9%	➖ noise
2	duckdb:vortex-file-compressed	-4.8%	-6.0%	+1.2%	+46.9%	➖ noise
3	datafusion:vortex-compact	-5.7%	-24.2%	+24.4%	+105.9%	➖ noise
3	datafusion:vortex-file-compressed	+16.8%	-24.2%	+54.1%	+104.3%	➖ noise
3	duckdb:vortex-compact	-1.1%	-24.2%	+30.4%	+53.3%	➖ noise
3	duckdb:vortex-file-compressed	-22.2%	-24.2%	+2.7%	+52.3%	➖ noise
4	datafusion:vortex-compact	-12.9%	-25.2%	+16.5%	+72.3%	➖ noise
4	datafusion:vortex-file-compressed	+11.7%	-25.2%	+49.3%	+83.4%	➖ noise
4	duckdb:vortex-compact	+2.4%	-25.2%	+36.8%	+63.5%	➖ noise
4	duckdb:vortex-file-compressed	-31.1%	-25.2%	-7.8%	+50.3%	➖ noise
5	datafusion:vortex-compact	+14.4%	-14.4%	+33.7%	+46.9%	➖ noise
5	datafusion:vortex-file-compressed	+19.7%	-14.4%	+39.8%	+52.1%	➖ noise
5	duckdb:vortex-compact	-4.6%	-14.4%	+11.4%	+46.9%	➖ noise
5	duckdb:vortex-file-compressed	-7.3%	-14.4%	+8.2%	+46.9%	➖ noise
6	datafusion:vortex-compact	+0.9%	-34.6%	+54.3%	+55.2%	➖ noise
6	datafusion:vortex-file-compressed	+15.6%	-34.6%	+76.8%	+95.6%	➖ noise
6	duckdb:vortex-compact	-7.2%	-34.6%	+41.9%	+66.4%	➖ noise
6	duckdb:vortex-file-compressed	-26.4%	-34.6%	+12.5%	+52.9%	➖ noise
7	datafusion:vortex-compact	+11.7%	-29.9%	+59.2%	+51.3%	🚨 regression
7	datafusion:vortex-file-compressed	+44.2%	-29.9%	+105.6%	+46.9%	🚨 regression
7	duckdb:vortex-compact	-6.1%	-29.9%	+33.8%	+47.4%	➖ noise
7	duckdb:vortex-file-compressed	-17.0%	-29.9%	+18.3%	+46.9%	➖ noise
8	datafusion:vortex-compact	-0.8%	-17.1%	+19.6%	+47.3%	➖ noise
8	datafusion:vortex-file-compressed	+21.2%	-17.1%	+46.1%	+57.7%	➖ noise
8	duckdb:vortex-compact	-17.6%	-17.1%	-0.6%	+46.9%	➖ noise
8	duckdb:vortex-file-compressed	-5.4%	-17.1%	+14.1%	+46.9%	➖ noise
9	datafusion:vortex-compact	-0.2%	-13.3%	+15.0%	+46.9%	➖ noise
9	datafusion:vortex-file-compressed	+102.5%	-13.3%	+133.4%	+77.8%	🚨 regression
9	duckdb:vortex-compact	-12.7%	-13.3%	+0.7%	+46.9%	➖ noise
9	duckdb:vortex-file-compressed	-6.9%	-13.3%	+7.4%	+46.9%	➖ noise
10	datafusion:vortex-compact	+16.1%	-14.9%	+36.4%	+46.9%	➖ noise
10	datafusion:vortex-file-compressed	+0.4%	-14.9%	+18.0%	+46.9%	➖ noise
10	duckdb:vortex-compact	+18.0%	-14.9%	+38.7%	+46.9%	➖ noise
10	duckdb:vortex-file-compressed	-7.2%	-14.9%	+9.1%	+46.9%	➖ noise
11	datafusion:vortex-compact	+24.0%	-16.2%	+48.0%	+46.9%	🚨 regression
11	datafusion:vortex-file-compressed	+25.8%	-16.2%	+50.2%	+46.9%	🚨 regression
11	duckdb:vortex-compact	-9.1%	-16.2%	+8.5%	+46.9%	➖ noise
11	duckdb:vortex-file-compressed	+2.5%	-16.2%	+22.3%	+46.9%	➖ noise
12	datafusion:vortex-compact	-12.3%	-8.6%	-4.1%	+62.3%	➖ noise
12	datafusion:vortex-file-compressed	+30.6%	-8.6%	+42.9%	+67.8%	➖ noise
12	duckdb:vortex-compact	-32.4%	-8.6%	-26.0%	+50.5%	➖ noise
12	duckdb:vortex-file-compressed	-5.6%	-8.6%	+3.3%	+55.2%	➖ noise
13	datafusion:vortex-compact	-5.9%	-6.3%	+0.5%	+88.8%	➖ noise
13	datafusion:vortex-file-compressed	+115.6%	-6.3%	+130.2%	+103.2%	🚨 regression
13	duckdb:vortex-compact	-0.5%	-6.3%	+6.2%	+46.9%	➖ noise
13	duckdb:vortex-file-compressed	+16.7%	-6.3%	+24.6%	+46.9%	➖ noise
14	datafusion:vortex-compact	-12.7%	+12.5%	-22.4%	+46.9%	➖ noise
14	datafusion:vortex-file-compressed	+12.3%	+12.5%	-0.2%	+59.7%	➖ noise
14	duckdb:vortex-compact	-11.9%	+12.5%	-21.7%	+46.9%	➖ noise
14	duckdb:vortex-file-compressed	+1.4%	+12.5%	-9.9%	+46.9%	➖ noise
15	datafusion:vortex-compact	-9.1%	+7.1%	-15.1%	+46.9%	➖ noise
15	datafusion:vortex-file-compressed	+55.2%	+7.1%	+44.9%	+46.9%	➖ noise
15	duckdb:vortex-compact	+19.3%	+7.1%	+11.4%	+57.4%	➖ noise
15	duckdb:vortex-file-compressed	+10.6%	+7.1%	+3.3%	+46.9%	➖ noise
16	datafusion:vortex-compact	+3.5%	+6.7%	-3.0%	+46.9%	➖ noise
16	datafusion:vortex-file-compressed	-26.9%	+6.7%	-31.5%	+46.9%	➖ noise
16	duckdb:vortex-compact	+1.7%	+6.7%	-4.7%	+46.9%	➖ noise
16	duckdb:vortex-file-compressed	-3.7%	+6.7%	-9.8%	+56.5%	➖ noise
17	datafusion:vortex-compact	+12.5%	-0.4%	+12.9%	+46.9%	➖ noise
17	datafusion:vortex-file-compressed	-28.7%	-0.4%	-28.4%	+68.7%	➖ noise
17	duckdb:vortex-compact	+6.1%	-0.4%	+6.5%	+46.9%	➖ noise
17	duckdb:vortex-file-compressed	-0.3%	-0.4%	+0.1%	+46.9%	➖ noise
18	datafusion:vortex-compact	+1.7%	-12.8%	+16.6%	+48.1%	➖ noise
18	datafusion:vortex-file-compressed	-30.1%	-12.8%	-19.9%	+103.8%	➖ noise
18	duckdb:vortex-compact	+14.6%	-12.8%	+31.3%	+46.9%	➖ noise
18	duckdb:vortex-file-compressed	-28.4%	-12.8%	-17.9%	+46.9%	➖ noise
19	datafusion:vortex-compact	-6.2%	-8.0%	+2.0%	+46.9%	➖ noise
19	datafusion:vortex-file-compressed	-43.5%	-8.0%	-38.5%	+54.6%	✅ faster
19	duckdb:vortex-compact	+8.5%	-8.0%	+18.0%	+46.9%	➖ noise
19	duckdb:vortex-file-compressed	-8.8%	-8.0%	-0.8%	+57.4%	➖ noise
20	datafusion:vortex-compact	+2.1%	+14.6%	-10.9%	+46.9%	➖ noise
20	datafusion:vortex-file-compressed	-31.2%	+14.6%	-40.0%	+46.9%	✅ faster
20	duckdb:vortex-compact	-17.0%	+14.6%	-27.6%	+46.9%	➖ noise
20	duckdb:vortex-file-compressed	+7.1%	+14.6%	-6.5%	+46.9%	➖ noise
21	datafusion:vortex-compact	+46.5%	+5.1%	+39.3%	+46.9%	➖ noise
21	datafusion:vortex-file-compressed	-26.2%	+5.1%	-29.8%	+49.5%	➖ noise
21	duckdb:vortex-compact	-17.1%	+5.1%	-21.2%	+46.9%	➖ noise
21	duckdb:vortex-file-compressed	+7.9%	+5.1%	+2.7%	+46.9%	➖ noise
22	datafusion:vortex-compact	+57.9%	-19.2%	+95.4%	+70.8%	🚨 regression
22	datafusion:vortex-file-compressed	-23.3%	-19.2%	-5.1%	+53.9%	➖ noise
22	duckdb:vortex-compact	+5.2%	-19.2%	+30.1%	+46.9%	➖ noise
22	duckdb:vortex-file-compressed	-14.6%	-19.2%	+5.6%	+46.9%	➖ noise

[github-actions]

Benchmarks: FineWeb S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -1.3%
Vortex (geomean): 1.084x ➖
Parquet (geomean): 1.098x ➖
Shifts: Parquet (control) +9.8% · Median polish +4.4%

---

datafusion / vortex-file-compressed (1.079x ➖, 0↑ 1↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚨	47352377	35718117	1.33
fineweb_q01/datafusion:vortex-file-compressed	490555229	475951864	1.03
fineweb_q02/datafusion:vortex-file-compressed	553091695	593509387	0.93
fineweb_q03/datafusion:vortex-file-compressed	1551848417	1340716220	1.16
fineweb_q04/datafusion:vortex-file-compressed	1373444584	1367032925	1.00
fineweb_q05/datafusion:vortex-file-compressed	1338028446	1340693861	1.00
fineweb_q06/datafusion:vortex-file-compressed	1746575465	1457030658	1.20
fineweb_q07/datafusion:vortex-file-compressed	1401043636	1323925076	1.06
fineweb_q08/datafusion:vortex-file-compressed	571867101	540100328	1.06

datafusion / vortex-compact (1.050x ➖, 0↑ 1↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 🚨	55864586	32852202	1.70
fineweb_q01/datafusion:vortex-compact	749966616	607616900	1.23
fineweb_q02/datafusion:vortex-compact	743868949	771649108	0.96
fineweb_q03/datafusion:vortex-compact	1847209437	1831851457	1.01
fineweb_q04/datafusion:vortex-compact	2203581845	2263145091	0.97
fineweb_q05/datafusion:vortex-compact	1701009658	1725366509	0.99
fineweb_q06/datafusion:vortex-compact	1449644013	1615371599	0.90
fineweb_q07/datafusion:vortex-compact	1387176504	1403973133	0.99
fineweb_q08/datafusion:vortex-compact	567534298	633849682	0.90

datafusion / parquet (1.148x ➖, 0↑ 2↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1472071371	1493573435	0.99
fineweb_q01/datafusion:parquet	2342434522	2046345635	1.14
fineweb_q02/datafusion:parquet 🚨	2362485305	1787285770	1.32
fineweb_q03/datafusion:parquet	1868728066	1847940360	1.01
fineweb_q04/datafusion:parquet	2067409779	2000458670	1.03
fineweb_q05/datafusion:parquet	2184126760	1983554358	1.10
fineweb_q06/datafusion:parquet 🚨	2544064706	1778464741	1.43
fineweb_q07/datafusion:parquet	2217345858	1995135316	1.11
fineweb_q08/datafusion:parquet	2146262888	1685943088	1.27

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

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	126436922	102414954	1.23
fineweb_q01/duckdb:vortex-file-compressed 🚨	849687540	536784326	1.58
fineweb_q02/duckdb:vortex-file-compressed	484535769	433233618	1.12
fineweb_q03/duckdb:vortex-file-compressed	1479939724	1560295848	0.95
fineweb_q04/duckdb:vortex-file-compressed	1459610598	1557544867	0.94
fineweb_q05/duckdb:vortex-file-compressed	1452614131	1474919952	0.98
fineweb_q06/duckdb:vortex-file-compressed	1666012755	1642342570	1.01
fineweb_q07/duckdb:vortex-file-compressed	1592303024	1466634013	1.09
fineweb_q08/duckdb:vortex-file-compressed	661255122	665789972	0.99

duckdb / vortex-compact (1.122x ➖, 0↑ 2↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact 🚨	111843062	76230465	1.47
fineweb_q01/duckdb:vortex-compact	735582677	579140692	1.27
fineweb_q02/duckdb:vortex-compact 🚨	721865491	549089402	1.31
fineweb_q03/duckdb:vortex-compact	1776666131	1693246632	1.05
fineweb_q04/duckdb:vortex-compact	1625927062	1682209544	0.97
fineweb_q05/duckdb:vortex-compact	1477742655	1498705757	0.99
fineweb_q06/duckdb:vortex-compact	1453900589	1416641542	1.03
fineweb_q07/duckdb:vortex-compact	1257636870	1283028986	0.98
fineweb_q08/duckdb:vortex-compact	573961227	501082327	1.15

duckdb / parquet (1.049x ➖, 0↑ 0↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1141794108	1113483179	1.03
fineweb_q01/duckdb:parquet	1728439837	1595885776	1.08
fineweb_q02/duckdb:parquet	1736054487	1641711043	1.06
fineweb_q03/duckdb:parquet	4225216881	3995281080	1.06
fineweb_q04/duckdb:parquet	2053205087	1803584284	1.14
fineweb_q05/duckdb:parquet	2725448781	2575450562	1.06
fineweb_q06/duckdb:parquet	3472976690	3317102931	1.05
fineweb_q07/duckdb:parquet	4111205461	3958843726	1.04
fineweb_q08/duckdb:parquet	1070360019	1127769870	0.95

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+70.0%	+0.5%	+69.1%	+178.8%	➖ noise
0	datafusion:vortex-file-compressed	+32.6%	+0.5%	+31.9%	+206.7%	➖ noise
0	duckdb:vortex-compact	+46.7%	+0.5%	+45.9%	+115.5%	➖ noise
0	duckdb:vortex-file-compressed	+23.5%	+0.5%	+22.8%	+50.2%	➖ noise
1	datafusion:vortex-compact	+23.4%	+11.3%	+10.9%	+68.6%	➖ noise
1	datafusion:vortex-file-compressed	+3.1%	+11.3%	-7.4%	+80.0%	➖ noise
1	duckdb:vortex-compact	+27.0%	+11.3%	+14.1%	+43.6%	➖ noise
1	duckdb:vortex-file-compressed	+58.3%	+11.3%	+42.2%	+39.7%	🚨 regression
2	datafusion:vortex-compact	-3.6%	+18.2%	-18.5%	+30.7%	➖ noise
2	datafusion:vortex-file-compressed	-6.8%	+18.2%	-21.2%	+31.7%	➖ noise
2	duckdb:vortex-compact	+31.5%	+18.2%	+11.2%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	+11.8%	+18.2%	-5.4%	+30.7%	➖ noise
3	datafusion:vortex-compact	+0.8%	+3.4%	-2.5%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	+15.7%	+3.4%	+11.9%	+30.0%	➖ noise
3	duckdb:vortex-compact	+4.9%	+3.4%	+1.5%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	-5.2%	+3.4%	-8.3%	+30.0%	➖ noise
4	datafusion:vortex-compact	-2.6%	+8.5%	-10.2%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	+0.5%	+8.5%	-7.4%	+30.0%	➖ noise
4	duckdb:vortex-compact	-3.3%	+8.5%	-10.9%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	-6.3%	+8.5%	-13.6%	+30.0%	➖ noise
5	datafusion:vortex-compact	-1.4%	+7.9%	-8.7%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-0.2%	+7.9%	-7.5%	+30.0%	➖ noise
5	duckdb:vortex-compact	-1.4%	+7.9%	-8.7%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-1.5%	+7.9%	-8.8%	+30.0%	➖ noise
6	datafusion:vortex-compact	-10.3%	+22.4%	-26.7%	+30.0%	✅ faster
6	datafusion:vortex-file-compressed	+19.9%	+22.4%	-2.0%	+30.0%	➖ noise
6	duckdb:vortex-compact	+2.6%	+22.4%	-16.1%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+1.4%	+22.4%	-17.1%	+30.0%	➖ noise
7	datafusion:vortex-compact	-1.2%	+7.4%	-8.0%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	+5.8%	+7.4%	-1.5%	+30.0%	➖ noise
7	duckdb:vortex-compact	-2.0%	+7.4%	-8.8%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+8.6%	+7.4%	+1.1%	+30.0%	➖ noise
8	datafusion:vortex-compact	-10.5%	+9.9%	-18.5%	+32.4%	➖ noise
8	datafusion:vortex-file-compressed	+5.9%	+9.9%	-3.7%	+30.0%	➖ noise
8	duckdb:vortex-compact	+14.5%	+9.9%	+4.2%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-0.7%	+9.9%	-9.6%	+276.4%	➖ noise

[github-actions]

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.3%
Vortex (geomean): 0.995x ➖
Parquet (geomean): 0.998x ➖
Shifts: Parquet (control) -0.2% · Median polish -0.2%

---

duckdb / vortex-file-compressed (1.025x ➖, 0↑ 1↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	10457728	10784148	0.97
statpopgen_q01/duckdb:vortex-file-compressed 🚨	26570382	18485023	1.44
statpopgen_q02/duckdb:vortex-file-compressed	1292642484	1275162985	1.01
statpopgen_q03/duckdb:vortex-file-compressed	3060629152	3053000153	1.00
statpopgen_q04/duckdb:vortex-file-compressed	3038987210	3046493275	1.00
statpopgen_q05/duckdb:vortex-file-compressed	1370770441	1384194651	0.99
statpopgen_q06/duckdb:vortex-file-compressed	2025889505	2058906986	0.98
statpopgen_q07/duckdb:vortex-file-compressed	209870495	212197097	0.99
statpopgen_q08/duckdb:vortex-file-compressed	217059634	221366401	0.98
statpopgen_q09/duckdb:vortex-file-compressed	2860320581	2867504127	1.00
statpopgen_q10/duckdb:vortex-file-compressed	4595340693	4640414104	0.99

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

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	10475267	10667523	0.98
statpopgen_q01/duckdb:vortex-compact 🚀	115377818	167901022	0.69
statpopgen_q02/duckdb:vortex-compact	1825523239	1802876617	1.01
statpopgen_q03/duckdb:vortex-compact	3486555250	3497351090	1.00
statpopgen_q04/duckdb:vortex-compact	3505737909	3541305368	0.99
statpopgen_q05/duckdb:vortex-compact	1823191933	1831969834	1.00
statpopgen_q06/duckdb:vortex-compact	2661128166	2659423800	1.00
statpopgen_q07/duckdb:vortex-compact	959380381	951551000	1.01
statpopgen_q08/duckdb:vortex-compact	995770881	993210828	1.00
statpopgen_q09/duckdb:vortex-compact	3327265946	3334621535	1.00
statpopgen_q10/duckdb:vortex-compact	5359162266	5346003959	1.00

duckdb / parquet (0.998x ➖, 0↑ 0↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	310169182	314251559	0.99
statpopgen_q01/duckdb:parquet	400068621	398809324	1.00
statpopgen_q02/duckdb:parquet	985933840	991202016	0.99
statpopgen_q03/duckdb:parquet	1464575301	1476276228	0.99
statpopgen_q04/duckdb:parquet	1496009386	1517910377	0.99
statpopgen_q05/duckdb:parquet	1001708916	989599455	1.01
statpopgen_q06/duckdb:parquet	1471600725	1477288557	1.00
statpopgen_q07/duckdb:parquet	1876565671	1868588753	1.00
statpopgen_q08/duckdb:parquet	1896917027	1872597277	1.01
statpopgen_q09/duckdb:parquet	1373072500	1397727369	0.98
statpopgen_q10/duckdb:parquet	2668859974	2649639425	1.01

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	-1.8%	-1.3%	-0.5%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	-3.0%	-1.3%	-1.8%	+11.1%	➖ noise
1	duckdb:vortex-compact	-31.3%	+0.3%	-31.5%	+33.0%	✅ faster
1	duckdb:vortex-file-compressed	+43.7%	+0.3%	+43.3%	+269.6%	➖ noise
2	duckdb:vortex-compact	+1.3%	-0.5%	+1.8%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+1.4%	-0.5%	+1.9%	+10.0%	➖ noise
3	duckdb:vortex-compact	-0.3%	-0.8%	+0.5%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+0.2%	-0.8%	+1.1%	+10.0%	➖ noise
4	duckdb:vortex-compact	-1.0%	-1.4%	+0.4%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-0.2%	-1.4%	+1.2%	+10.0%	➖ noise
5	duckdb:vortex-compact	-0.5%	+1.2%	-1.7%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-1.0%	+1.2%	-2.2%	+10.0%	➖ noise
6	duckdb:vortex-compact	+0.1%	-0.4%	+0.5%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	-1.6%	-0.4%	-1.2%	+10.0%	➖ noise
7	duckdb:vortex-compact	+0.8%	+0.4%	+0.4%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-1.1%	+0.4%	-1.5%	+10.0%	➖ noise
8	duckdb:vortex-compact	+0.3%	+1.3%	-1.0%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-1.9%	+1.3%	-3.2%	+10.0%	➖ noise
9	duckdb:vortex-compact	-0.2%	-1.8%	+1.6%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-0.3%	-1.8%	+1.5%	+10.0%	➖ noise
10	duckdb:vortex-compact	+0.2%	+0.7%	-0.5%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-1.0%	+0.7%	-1.7%	+10.0%	➖ noise

[github-actions]

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -12.1%
Vortex (geomean): 1.029x ➖
Parquet (geomean): 1.170x ➖
Shifts: Parquet (control) +17.0% · Median polish +6.7%

---

datafusion / vortex-file-compressed (1.085x ➖, 0↑ 4↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	822032020	758260599	1.08
tpch_q02/datafusion:vortex-file-compressed	1155371563	1115473626	1.04
tpch_q03/datafusion:vortex-file-compressed	862714208	1178722714	0.73
tpch_q04/datafusion:vortex-file-compressed	710715613	727085959	0.98
tpch_q05/datafusion:vortex-file-compressed	1055156886	958320828	1.10
tpch_q06/datafusion:vortex-file-compressed	690718863	586452038	1.18
tpch_q07/datafusion:vortex-file-compressed	1186076692	1025690990	1.16
tpch_q08/datafusion:vortex-file-compressed 🚨	1520349085	1101596098	1.38
tpch_q09/datafusion:vortex-file-compressed	1549057061	1400486646	1.11
tpch_q10/datafusion:vortex-file-compressed	1091386749	1056037482	1.03
tpch_q11/datafusion:vortex-file-compressed	458189543	562068200	0.82
tpch_q12/datafusion:vortex-file-compressed	1057269061	910940131	1.16
tpch_q13/datafusion:vortex-file-compressed	503542913	441801733	1.14
tpch_q14/datafusion:vortex-file-compressed	648896673	598517007	1.08
tpch_q15/datafusion:vortex-file-compressed 🚨	1515618519	1107607974	1.37
tpch_q16/datafusion:vortex-file-compressed 🚨	592108911	352103814	1.68
tpch_q17/datafusion:vortex-file-compressed	1287018941	1166718565	1.10
tpch_q18/datafusion:vortex-file-compressed	1229404130	1275883085	0.96
tpch_q19/datafusion:vortex-file-compressed	948098282	1158649267	0.82
tpch_q20/datafusion:vortex-file-compressed	1256109281	1419694990	0.88
tpch_q21/datafusion:vortex-file-compressed	2000273434	2152154145	0.93
tpch_q22/datafusion:vortex-file-compressed 🚨	763471724	459288113	1.66

datafusion / vortex-compact (1.151x ➖, 0↑ 6↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	703776255	731651636	0.96
tpch_q02/datafusion:vortex-compact	778640756	763289308	1.02
tpch_q03/datafusion:vortex-compact 🚨	933591689	710537834	1.31
tpch_q04/datafusion:vortex-compact	627272052	573295510	1.09
tpch_q05/datafusion:vortex-compact 🚨	1183202019	876479086	1.35
tpch_q06/datafusion:vortex-compact 🚨	768581525	574900352	1.34
tpch_q07/datafusion:vortex-compact 🚨	1359508968	1001380092	1.36
tpch_q08/datafusion:vortex-compact 🚨	1442498401	1006211086	1.43
tpch_q09/datafusion:vortex-compact	1413676613	1252859845	1.13
tpch_q10/datafusion:vortex-compact	1401254294	1218190846	1.15
tpch_q11/datafusion:vortex-compact 🚨	576817833	396738869	1.45
tpch_q12/datafusion:vortex-compact	930930871	894468811	1.04
tpch_q13/datafusion:vortex-compact	445456724	402985943	1.11
tpch_q14/datafusion:vortex-compact	702576889	573020048	1.23
tpch_q15/datafusion:vortex-compact	1076959837	1049173740	1.03
tpch_q16/datafusion:vortex-compact	369611147	310768893	1.19
tpch_q17/datafusion:vortex-compact	1197569335	1179884045	1.01
tpch_q18/datafusion:vortex-compact	1126016498	1203290344	0.94
tpch_q19/datafusion:vortex-compact	737331749	638608823	1.15
tpch_q20/datafusion:vortex-compact	949624377	906321499	1.05
tpch_q21/datafusion:vortex-compact	1468190097	1542415287	0.95
tpch_q22/datafusion:vortex-compact	593864464	474633796	1.25

datafusion / parquet (1.262x ➖, 0↑ 7↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	876681808	785964646	1.12
tpch_q02/datafusion:parquet 🚨	1008152535	674120121	1.50
tpch_q03/datafusion:parquet	1005629113	1269609308	0.79
tpch_q04/datafusion:parquet	624210390	526391272	1.19
tpch_q05/datafusion:parquet	1474609834	1429827240	1.03
tpch_q06/datafusion:parquet	540135960	545516065	0.99
tpch_q07/datafusion:parquet	1665632640	1424584859	1.17
tpch_q08/datafusion:parquet	1951598146	1706701252	1.14
tpch_q09/datafusion:parquet	2090649440	1818522292	1.15
tpch_q10/datafusion:parquet 🚨	3724318840	2292603828	1.62
tpch_q11/datafusion:parquet 🚨	1374268363	610315554	2.25
tpch_q12/datafusion:parquet 🚨	1202969488	719031711	1.67
tpch_q13/datafusion:parquet	892299961	798071150	1.12
tpch_q14/datafusion:parquet	932826883	808520852	1.15
tpch_q15/datafusion:parquet	1300938124	1155529658	1.13
tpch_q16/datafusion:parquet	442656528	392511486	1.13
tpch_q17/datafusion:parquet	1691531086	1311133200	1.29
tpch_q18/datafusion:parquet	1990298624	2118342803	0.94
tpch_q19/datafusion:parquet	1213522421	950028135	1.28
tpch_q20/datafusion:parquet 🚨	1607030987	1217028654	1.32
tpch_q21/datafusion:parquet 🚨	2873279259	1816804697	1.58
tpch_q22/datafusion:parquet 🚨	1461898459	698072252	2.09

duckdb / vortex-file-compressed (0.967x ➖, 1↑ 1↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	613003742	644975497	0.95
tpch_q02/duckdb:vortex-file-compressed	1080242527	1146392784	0.94
tpch_q03/duckdb:vortex-file-compressed	1044813575	966553337	1.08
tpch_q04/duckdb:vortex-file-compressed	701053339	592127560	1.18
tpch_q05/duckdb:vortex-file-compressed	1116855083	1039920733	1.07
tpch_q06/duckdb:vortex-file-compressed	769962959	882177442	0.87
tpch_q07/duckdb:vortex-file-compressed	1256862791	1118936295	1.12
tpch_q08/duckdb:vortex-file-compressed	1370313398	1654280902	0.83
tpch_q09/duckdb:vortex-file-compressed	1671334540	1552254157	1.08
tpch_q10/duckdb:vortex-file-compressed	1007882078	1274317117	0.79
tpch_q11/duckdb:vortex-file-compressed	682477588	768885025	0.89
tpch_q12/duckdb:vortex-file-compressed 🚨	1103383356	728262108	1.52
tpch_q13/duckdb:vortex-file-compressed	919888586	1185709027	0.78
tpch_q14/duckdb:vortex-file-compressed	976268866	951296681	1.03
tpch_q15/duckdb:vortex-file-compressed	550635377	541606628	1.02
tpch_q16/duckdb:vortex-file-compressed	456101617	440248329	1.04
tpch_q17/duckdb:vortex-file-compressed	1108331185	997817420	1.11
tpch_q18/duckdb:vortex-file-compressed	1094567453	1191353433	0.92
tpch_q19/duckdb:vortex-file-compressed	787287215	829456705	0.95
tpch_q20/duckdb:vortex-file-compressed 🚀	1114916050	1742712225	0.64
tpch_q21/duckdb:vortex-file-compressed	1989514574	1945788145	1.02
tpch_q22/duckdb:vortex-file-compressed	688862208	874272274	0.79

duckdb / vortex-compact (0.926x ➖, 1↑ 1↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	597291153	725047140	0.82
tpch_q02/duckdb:vortex-compact	1052853057	1016905445	1.04
tpch_q03/duckdb:vortex-compact	887237219	968645616	0.92
tpch_q04/duckdb:vortex-compact	538558818	566480570	0.95
tpch_q05/duckdb:vortex-compact	1117822583	1041983107	1.07
tpch_q06/duckdb:vortex-compact	718497348	829664074	0.87
tpch_q07/duckdb:vortex-compact	1197604081	1057497458	1.13
tpch_q08/duckdb:vortex-compact	1336077807	1547583064	0.86
tpch_q09/duckdb:vortex-compact	1429586901	1622096546	0.88
tpch_q10/duckdb:vortex-compact	1120294539	1382671262	0.81
tpch_q11/duckdb:vortex-compact	642260380	730368006	0.88
tpch_q12/duckdb:vortex-compact	704388540	678828540	1.04
tpch_q13/duckdb:vortex-compact 🚨	1356962779	934347799	1.45
tpch_q14/duckdb:vortex-compact	806188255	925392942	0.87
tpch_q15/duckdb:vortex-compact	623114166	568820836	1.10
tpch_q16/duckdb:vortex-compact	424069877	509584803	0.83
tpch_q17/duckdb:vortex-compact	1064729229	902781212	1.18
tpch_q18/duckdb:vortex-compact 🚀	726118586	1123748138	0.65
tpch_q19/duckdb:vortex-compact	753108160	829698075	0.91
tpch_q20/duckdb:vortex-compact	1268694493	1637683704	0.77
tpch_q21/duckdb:vortex-compact	1592737134	1918110396	0.83
tpch_q22/duckdb:vortex-compact	628341313	765342041	0.82

duckdb / parquet (1.085x ➖, 0↑ 2↓)

name	PR 53212e6 (ns)	base 1f3206f (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet 🚨	1207249339	857590439	1.41
tpch_q02/duckdb:parquet	1555900069	1546486625	1.01
tpch_q03/duckdb:parquet	1789482437	1555936981	1.15
tpch_q04/duckdb:parquet	988099701	1120427451	0.88
tpch_q05/duckdb:parquet	2344910830	2024490613	1.16
tpch_q06/duckdb:parquet	812992911	660356760	1.23
tpch_q07/duckdb:parquet	2001050147	1772537255	1.13
tpch_q08/duckdb:parquet	2910378360	2643261138	1.10
tpch_q09/duckdb:parquet	2534106204	2273700854	1.11
tpch_q10/duckdb:parquet	3457841772	2980604021	1.16
tpch_q11/duckdb:parquet	888321120	1104722706	0.80
tpch_q12/duckdb:parquet 🚨	1332982672	908901184	1.47
tpch_q13/duckdb:parquet	1235248264	1179119147	1.05
tpch_q14/duckdb:parquet	1356988698	1258310376	1.08
tpch_q15/duckdb:parquet	928105753	870859466	1.07
tpch_q16/duckdb:parquet	730770381	743572734	0.98
tpch_q17/duckdb:parquet	1281368770	1299374814	0.99
tpch_q18/duckdb:parquet	1469859851	1364775491	1.08
tpch_q19/duckdb:parquet	1562911603	1569920032	1.00
tpch_q20/duckdb:parquet	1771161013	1837255219	0.96
tpch_q21/duckdb:parquet	2265411157	1940447089	1.17
tpch_q22/duckdb:parquet	1086387220	996082814	1.09

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-3.8%	+25.3%	-23.2%	+69.6%	➖ noise
1	datafusion:vortex-file-compressed	+8.4%	+25.3%	-13.5%	+73.6%	➖ noise
1	duckdb:vortex-compact	-17.6%	+25.3%	-34.3%	+45.0%	✅ faster
1	duckdb:vortex-file-compressed	-5.0%	+25.3%	-24.2%	+39.2%	➖ noise
2	datafusion:vortex-compact	+2.0%	+22.7%	-16.8%	+52.3%	➖ noise
2	datafusion:vortex-file-compressed	+3.6%	+22.7%	-15.6%	+104.7%	➖ noise
2	duckdb:vortex-compact	+3.5%	+22.7%	-15.6%	+56.8%	➖ noise
2	duckdb:vortex-file-compressed	-5.8%	+22.7%	-23.2%	+53.3%	➖ noise
3	datafusion:vortex-compact	+31.4%	-4.6%	+37.7%	+82.0%	➖ noise
3	datafusion:vortex-file-compressed	-26.8%	-4.6%	-23.3%	+84.5%	➖ noise
3	duckdb:vortex-compact	-8.4%	-4.6%	-4.0%	+59.0%	➖ noise
3	duckdb:vortex-file-compressed	+8.1%	-4.6%	+13.3%	+50.6%	➖ noise
4	datafusion:vortex-compact	+9.4%	+2.3%	+7.0%	+39.2%	➖ noise
4	datafusion:vortex-file-compressed	-2.3%	+2.3%	-4.4%	+46.3%	➖ noise
4	duckdb:vortex-compact	-4.9%	+2.3%	-7.0%	+44.9%	➖ noise
4	duckdb:vortex-file-compressed	+18.4%	+2.3%	+15.8%	+39.2%	➖ noise
5	datafusion:vortex-compact	+35.0%	+9.3%	+23.5%	+39.2%	➖ noise
5	datafusion:vortex-file-compressed	+10.1%	+9.3%	+0.7%	+39.2%	➖ noise
5	duckdb:vortex-compact	+7.3%	+9.3%	-1.8%	+39.2%	➖ noise
5	duckdb:vortex-file-compressed	+7.4%	+9.3%	-1.7%	+39.2%	➖ noise
6	datafusion:vortex-compact	+33.7%	+10.4%	+21.1%	+39.8%	➖ noise
6	datafusion:vortex-file-compressed	+17.8%	+10.4%	+6.7%	+39.2%	➖ noise
6	duckdb:vortex-compact	-13.4%	+10.4%	-21.6%	+39.2%	➖ noise
6	duckdb:vortex-file-compressed	-12.7%	+10.4%	-20.9%	+39.2%	➖ noise
7	datafusion:vortex-compact	+35.8%	+14.9%	+18.2%	+39.2%	➖ noise
7	datafusion:vortex-file-compressed	+15.6%	+14.9%	+0.7%	+39.2%	➖ noise
7	duckdb:vortex-compact	+13.2%	+14.9%	-1.4%	+39.2%	➖ noise
7	duckdb:vortex-file-compressed	+12.3%	+14.9%	-2.2%	+39.2%	➖ noise
8	datafusion:vortex-compact	+43.4%	+12.2%	+27.8%	+39.2%	➖ noise
8	datafusion:vortex-file-compressed	+38.0%	+12.2%	+23.0%	+39.2%	➖ noise
8	duckdb:vortex-compact	-13.7%	+12.2%	-23.1%	+39.2%	➖ noise
8	duckdb:vortex-file-compressed	-17.2%	+12.2%	-26.2%	+39.2%	➖ noise
9	datafusion:vortex-compact	+12.8%	+13.2%	-0.3%	+39.2%	➖ noise
9	datafusion:vortex-file-compressed	+10.6%	+13.2%	-2.3%	+39.2%	➖ noise
9	duckdb:vortex-compact	-11.9%	+13.2%	-22.1%	+39.2%	➖ noise
9	duckdb:vortex-file-compressed	+7.7%	+13.2%	-4.9%	+39.2%	➖ noise
10	datafusion:vortex-compact	+15.0%	+37.3%	-16.2%	+50.5%	➖ noise
10	datafusion:vortex-file-compressed	+3.3%	+37.3%	-24.7%	+39.2%	➖ noise
10	duckdb:vortex-compact	-19.0%	+37.3%	-41.0%	+39.2%	✅ faster
10	duckdb:vortex-file-compressed	-20.9%	+37.3%	-42.4%	+60.8%	✅ faster
11	datafusion:vortex-compact	+45.4%	+34.6%	+8.0%	+51.5%	➖ noise
11	datafusion:vortex-file-compressed	-18.5%	+34.6%	-39.4%	+39.2%	✅ faster
11	duckdb:vortex-compact	-12.1%	+34.6%	-34.6%	+39.2%	✅ faster
11	duckdb:vortex-file-compressed	-11.2%	+34.6%	-34.0%	+49.3%	✅ faster
12	datafusion:vortex-compact	+4.1%	+56.6%	-33.6%	+42.7%	✅ faster
12	datafusion:vortex-file-compressed	+16.1%	+56.6%	-25.9%	+39.2%	➖ noise
12	duckdb:vortex-compact	+3.8%	+56.6%	-33.8%	+41.6%	✅ faster
12	duckdb:vortex-file-compressed	+51.5%	+56.6%	-3.3%	+60.5%	➖ noise
13	datafusion:vortex-compact	+10.5%	+8.2%	+2.1%	+51.7%	➖ noise
13	datafusion:vortex-file-compressed	+14.0%	+8.2%	+5.3%	+40.4%	➖ noise
13	duckdb:vortex-compact	+45.2%	+8.2%	+34.2%	+78.6%	➖ noise
13	duckdb:vortex-file-compressed	-22.4%	+8.2%	-28.3%	+66.3%	➖ noise
14	datafusion:vortex-compact	+22.6%	+11.5%	+9.9%	+39.2%	➖ noise
14	datafusion:vortex-file-compressed	+8.4%	+11.5%	-2.8%	+39.2%	➖ noise
14	duckdb:vortex-compact	-12.9%	+11.5%	-21.9%	+39.2%	➖ noise
14	duckdb:vortex-file-compressed	+2.6%	+11.5%	-8.0%	+39.2%	➖ noise
15	datafusion:vortex-compact	+2.6%	+9.5%	-6.3%	+39.2%	➖ noise
15	datafusion:vortex-file-compressed	+36.8%	+9.5%	+24.9%	+39.2%	➖ noise
15	duckdb:vortex-compact	+9.5%	+9.5%	+0.0%	+39.2%	➖ noise
15	duckdb:vortex-file-compressed	+1.7%	+9.5%	-7.2%	+39.2%	➖ noise
16	datafusion:vortex-compact	+18.9%	+5.3%	+13.0%	+61.8%	➖ noise
16	datafusion:vortex-file-compressed	+68.2%	+5.3%	+59.7%	+81.8%	➖ noise
16	duckdb:vortex-compact	-16.8%	+5.3%	-21.0%	+41.9%	➖ noise
16	duckdb:vortex-file-compressed	+3.6%	+5.3%	-1.6%	+48.1%	➖ noise
17	datafusion:vortex-compact	+1.5%	+12.8%	-10.0%	+39.2%	➖ noise
17	datafusion:vortex-file-compressed	+10.3%	+12.8%	-2.2%	+39.2%	➖ noise
17	duckdb:vortex-compact	+17.9%	+12.8%	+4.6%	+39.2%	➖ noise
17	duckdb:vortex-file-compressed	+11.1%	+12.8%	-1.5%	+39.2%	➖ noise
18	datafusion:vortex-compact	-6.4%	+0.6%	-7.0%	+39.2%	➖ noise
18	datafusion:vortex-file-compressed	-3.6%	+0.6%	-4.2%	+39.2%	➖ noise
18	duckdb:vortex-compact	-35.4%	+0.6%	-35.8%	+42.4%	✅ faster
18	duckdb:vortex-file-compressed	-8.1%	+0.6%	-8.7%	+41.9%	➖ noise
19	datafusion:vortex-compact	+15.5%	+12.8%	+2.4%	+44.1%	➖ noise
19	datafusion:vortex-file-compressed	-18.2%	+12.8%	-27.4%	+56.9%	➖ noise
19	duckdb:vortex-compact	-9.2%	+12.8%	-19.5%	+39.2%	➖ noise
19	duckdb:vortex-file-compressed	-5.1%	+12.8%	-15.8%	+39.2%	➖ noise
20	datafusion:vortex-compact	+4.8%	+12.8%	-7.1%	+39.2%	➖ noise
20	datafusion:vortex-file-compressed	-11.5%	+12.8%	-21.6%	+39.2%	➖ noise
20	duckdb:vortex-compact	-22.5%	+12.8%	-31.3%	+39.2%	✅ faster
20	duckdb:vortex-file-compressed	-36.0%	+12.8%	-43.3%	+39.2%	✅ faster
21	datafusion:vortex-compact	-4.8%	+35.9%	-29.9%	+39.2%	✅ faster
21	datafusion:vortex-file-compressed	-7.1%	+35.9%	-31.6%	+40.1%	✅ faster
21	duckdb:vortex-compact	-17.0%	+35.9%	-38.9%	+39.2%	✅ faster
21	duckdb:vortex-file-compressed	+2.2%	+35.9%	-24.8%	+43.4%	➖ noise
22	datafusion:vortex-compact	+25.1%	+51.1%	-17.2%	+46.8%	➖ noise
22	datafusion:vortex-file-compressed	+66.2%	+51.1%	+10.0%	+47.2%	➖ noise
22	duckdb:vortex-compact	-17.9%	+51.1%	-45.7%	+51.8%	✅ faster
22	duckdb:vortex-file-compressed	-21.2%	+51.1%	-47.9%	+39.5%	✅ faster

[github-actions]

Benchmarks: Random Access

Vortex (geomean): 0.915x ➖
Parquet (geomean): 0.972x ➖

---

unknown / unknown (0.958x ➖, 7↑ 3↓)

name	PR f04b111 (ns)	base 1f3206f (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk	2435741	2529007	0.96
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer	1463537	1528667	0.96
random-access/feature-vectors/correlated/parquet-tokio-local-disk	12062351349	12414503955	0.97
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	11458184331	12101773904	0.95
random-access/feature-vectors/correlated/vortex-tokio-local-disk	9169960	8791004	1.04
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer	6783179	7450186	0.91
random-access/feature-vectors/uniform/lance-tokio-local-disk	1690979	1852451	0.91
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer	2778461	2897158	0.96
random-access/feature-vectors/uniform/parquet-tokio-local-disk	11484915856	12086645688	0.95
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer	11422552046	12117935263	0.94
random-access/feature-vectors/uniform/vortex-tokio-local-disk	14206527	14707753	0.97
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer	13939256	14480036	0.96
random-access/lance-tokio-local-disk	818882	822418	1.00
random-access/lance-tokio-local-disk-footer	1501105	1596713	0.94
random-access/nested-lists/correlated/lance-tokio-local-disk	310072	294242	1.05
random-access/nested-lists/correlated/lance-tokio-local-disk-footer	865880	895935	0.97
random-access/nested-lists/correlated/parquet-tokio-local-disk	147372774	144536556	1.02
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	145630410	142548860	1.02
random-access/nested-lists/correlated/vortex-tokio-local-disk	904788	856358	1.06
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer	892761	886495	1.01
random-access/nested-lists/uniform/lance-tokio-local-disk	1379081	1350623	1.02
random-access/nested-lists/uniform/lance-tokio-local-disk-footer	2008663	1963254	1.02
random-access/nested-lists/uniform/parquet-tokio-local-disk	146611576	143030400	1.03
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	146932430	141281515	1.04
random-access/nested-lists/uniform/vortex-tokio-local-disk	2730931	3028056	0.90
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer 🚀	2732928	3118706	0.88
random-access/nested-structs/correlated/lance-tokio-local-disk	487816	516245	0.94
random-access/nested-structs/correlated/lance-tokio-local-disk-footer	746456	753696	0.99
random-access/nested-structs/correlated/parquet-tokio-local-disk	32473912	32108178	1.01
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer	32703278	31996513	1.02
random-access/nested-structs/correlated/vortex-tokio-local-disk	891524	829835	1.07
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer 🚨	1031062	912586	1.13
random-access/nested-structs/uniform/lance-tokio-local-disk	3344377	3067489	1.09
random-access/nested-structs/uniform/lance-tokio-local-disk-footer 🚨	3617882	3237756	1.12
random-access/nested-structs/uniform/parquet-tokio-local-disk	31604387	31912268	0.99
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer	32195043	31726732	1.01
random-access/nested-structs/uniform/vortex-tokio-local-disk 🚨	2014251	1791130	1.12
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer	1983560	2120861	0.94
random-access/parquet-tokio-local-disk	189655251	193799288	0.98
random-access/parquet-tokio-local-disk-footer	186669017	205843776	0.91
random-access/taxi/correlated/lance-tokio-local-disk	1050956	1071664	0.98
random-access/taxi/correlated/lance-tokio-local-disk-footer	1799184	1904841	0.94
random-access/taxi/correlated/parquet-tokio-local-disk	281468274	302862850	0.93
random-access/taxi/correlated/parquet-tokio-local-disk-footer	282503657	305326121	0.93
random-access/taxi/correlated/vortex-tokio-local-disk 🚀	1969448	2592064	0.76
random-access/taxi/correlated/vortex-tokio-local-disk-footer 🚀	1949222	2563472	0.76
random-access/taxi/uniform/lance-tokio-local-disk	9817723	10183043	0.96
random-access/taxi/uniform/lance-tokio-local-disk-footer	10560467	10536890	1.00
random-access/taxi/uniform/parquet-tokio-local-disk	298310771	326319646	0.91
random-access/taxi/uniform/parquet-tokio-local-disk-footer	297864385	327449453	0.91
random-access/taxi/uniform/vortex-tokio-local-disk 🚀	4673699	5507291	0.85
random-access/taxi/uniform/vortex-tokio-local-disk-footer 🚀	4785071	5727225	0.84
random-access/vortex-tokio-local-disk 🚀	1405105	2043957	0.69
random-access/vortex-tokio-local-disk-footer 🚀	1435374	1901874	0.75

[github-actions]

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.5%
Vortex (geomean): 1.039x ➖
Parquet (geomean): 1.052x ➖
Shifts: Parquet (control) +5.2% · Median polish +4.6%

---

datafusion / vortex-file-compressed (1.064x ➖, 1↑ 14↓)

name	PR f04b111 (ns)	base 1f3206f (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed	1934506	1928793	1.00
clickbench_q01/datafusion:vortex-file-compressed 🚀	13418249	15376482	0.87
clickbench_q02/datafusion:vortex-file-compressed	32499258	32376788	1.00
clickbench_q03/datafusion:vortex-file-compressed	35143685	37246233	0.94
clickbench_q04/datafusion:vortex-file-compressed	309298488	310060725	1.00
clickbench_q05/datafusion:vortex-file-compressed	326173800	328309862	0.99
clickbench_q06/datafusion:vortex-file-compressed	1938840	1873633	1.03
clickbench_q07/datafusion:vortex-file-compressed	18805080	18613237	1.01
clickbench_q08/datafusion:vortex-file-compressed	384332847	376206121	1.02
clickbench_q09/datafusion:vortex-file-compressed	554216971	550820778	1.01
clickbench_q10/datafusion:vortex-file-compressed	77408574	73149556	1.06
clickbench_q11/datafusion:vortex-file-compressed	86118259	81914658	1.05
clickbench_q12/datafusion:vortex-file-compressed	278195441	266720779	1.04
clickbench_q13/datafusion:vortex-file-compressed	422156773	421239926	1.00
clickbench_q14/datafusion:vortex-file-compressed	254791830	252478508	1.01
clickbench_q15/datafusion:vortex-file-compressed	384269120	362971034	1.06
clickbench_q16/datafusion:vortex-file-compressed	725938705	687311370	1.06
clickbench_q17/datafusion:vortex-file-compressed	707545839	683734008	1.03
clickbench_q18/datafusion:vortex-file-compressed	1470063269	1369507039	1.07
clickbench_q19/datafusion:vortex-file-compressed 🚨	25760203	22754756	1.13
clickbench_q20/datafusion:vortex-file-compressed	368712520	356359188	1.03
clickbench_q21/datafusion:vortex-file-compressed	448290040	419059553	1.07
clickbench_q22/datafusion:vortex-file-compressed	604103409	552678016	1.09
clickbench_q23/datafusion:vortex-file-compressed	796562281	745541302	1.07
clickbench_q24/datafusion:vortex-file-compressed	52501452	48093496	1.09
clickbench_q25/datafusion:vortex-file-compressed 🚨	78531501	67416252	1.16
clickbench_q26/datafusion:vortex-file-compressed 🚨	52312681	44685342	1.17
clickbench_q27/datafusion:vortex-file-compressed	840496453	787828662	1.07
clickbench_q28/datafusion:vortex-file-compressed	6825015836	6783742618	1.01
clickbench_q29/datafusion:vortex-file-compressed	233856903	241864713	0.97
clickbench_q30/datafusion:vortex-file-compressed	225385692	222585356	1.01
clickbench_q31/datafusion:vortex-file-compressed	274998925	266446442	1.03
clickbench_q32/datafusion:vortex-file-compressed 🚨	1434921766	1210941359	1.18
clickbench_q33/datafusion:vortex-file-compressed 🚨	1710750221	1460274141	1.17
clickbench_q34/datafusion:vortex-file-compressed 🚨	1634731967	1445954112	1.13
clickbench_q35/datafusion:vortex-file-compressed 🚨	574045265	508990591	1.13
clickbench_q36/datafusion:vortex-file-compressed 🚨	98374881	79388605	1.24
clickbench_q37/datafusion:vortex-file-compressed 🚨	45676133	39204875	1.17
clickbench_q38/datafusion:vortex-file-compressed 🚨	25917064	23431773	1.11
clickbench_q39/datafusion:vortex-file-compressed 🚨	169960596	152494794	1.11
clickbench_q40/datafusion:vortex-file-compressed 🚨	22756623	19226506	1.18
clickbench_q41/datafusion:vortex-file-compressed 🚨	20421004	18480638	1.10
clickbench_q42/datafusion:vortex-file-compressed 🚨	23503897	20427610	1.15

datafusion / parquet (1.018x ➖, 1↑ 6↓)

name	PR f04b111 (ns)	base 1f3206f (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet	2098746	1969337	1.07
clickbench_q01/datafusion:parquet	21738537	21210871	1.02
clickbench_q02/datafusion:parquet	55321855	58519513	0.95
clickbench_q03/datafusion:parquet	45117268	47156481	0.96
clickbench_q04/datafusion:parquet	353111225	382231750	0.92
clickbench_q05/datafusion:parquet	439259969	413994781	1.06
clickbench_q06/datafusion:parquet 🚨	2255411	1995520	1.13
clickbench_q07/datafusion:parquet	28449201	27197822	1.05
clickbench_q08/datafusion:parquet 🚀	417339989	478982572	0.87
clickbench_q09/datafusion:parquet	671802538	689096318	0.97
clickbench_q10/datafusion:parquet 🚨	130554030	115654859	1.13
clickbench_q11/datafusion:parquet 🚨	157599628	142579951	1.11
clickbench_q12/datafusion:parquet 🚨	425508082	372367359	1.14
clickbench_q13/datafusion:parquet 🚨	617407086	509123830	1.21
clickbench_q14/datafusion:parquet 🚨	433539842	360002198	1.20
clickbench_q15/datafusion:parquet	410363479	394184288	1.04
clickbench_q16/datafusion:parquet	715382666	711957513	1.00
clickbench_q17/datafusion:parquet	701609038	685495432	1.02
clickbench_q18/datafusion:parquet	1427891290	1453108580	0.98
clickbench_q19/datafusion:parquet	32007405	33914890	0.94
clickbench_q20/datafusion:parquet	615424464	604112070	1.02
clickbench_q21/datafusion:parquet	667782690	658264084	1.01
clickbench_q22/datafusion:parquet	971915727	961604266	1.01
clickbench_q23/datafusion:parquet	3665026866	3584788087	1.02
clickbench_q24/datafusion:parquet	89771208	89188774	1.01
clickbench_q25/datafusion:parquet	141196294	138824700	1.02
clickbench_q26/datafusion:parquet	87830970	83620180	1.05
clickbench_q27/datafusion:parquet	1044403381	1055601076	0.99
clickbench_q28/datafusion:parquet	6673524051	6574007603	1.02
clickbench_q29/datafusion:parquet	242655060	252527474	0.96
clickbench_q30/datafusion:parquet	362622034	360434815	1.01
clickbench_q31/datafusion:parquet	387783275	385321321	1.01
clickbench_q32/datafusion:parquet	1208600507	1276241892	0.95
clickbench_q33/datafusion:parquet	1491536612	1521771850	0.98
clickbench_q34/datafusion:parquet	1518483107	1508900728	1.01
clickbench_q35/datafusion:parquet	527524014	527725811	1.00
clickbench_q36/datafusion:parquet	145096221	146948585	0.99
clickbench_q37/datafusion:parquet	63812271	60560562	1.05
clickbench_q38/datafusion:parquet	91824027	87963101	1.04
clickbench_q39/datafusion:parquet	276283632	276541645	1.00
clickbench_q40/datafusion:parquet	33261534	34656733	0.96
clickbench_q41/datafusion:parquet	30023654	30295533	0.99
clickbench_q42/datafusion:parquet	31782438	32639867	0.97

duckdb / vortex-file-compressed (1.014x ➖, 1↑ 7↓)

name	PR f04b111 (ns)	base 1f3206f (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed 🚨	7475989	6065766	1.23
clickbench_q01/duckdb:vortex-file-compressed	13746441	13520150	1.02
clickbench_q02/duckdb:vortex-file-compressed	24364699	23918932	1.02
clickbench_q03/duckdb:vortex-file-compressed	30085737	32270989	0.93
clickbench_q04/duckdb:vortex-file-compressed	167658003	168769882	0.99
clickbench_q05/duckdb:vortex-file-compressed	196639392	197075590	1.00
clickbench_q06/duckdb:vortex-file-compressed	19490501	19077299	1.02
clickbench_q07/duckdb:vortex-file-compressed 🚨	17615003	15136533	1.16
clickbench_q08/duckdb:vortex-file-compressed	262760922	259289000	1.01
clickbench_q09/duckdb:vortex-file-compressed	377923648	375892141	1.01
clickbench_q10/duckdb:vortex-file-compressed	75274911	74408098	1.01
clickbench_q11/duckdb:vortex-file-compressed	83964174	83318450	1.01
clickbench_q12/duckdb:vortex-file-compressed	213459905	215562405	0.99
clickbench_q13/duckdb:vortex-file-compressed	427420372	445674015	0.96
clickbench_q14/duckdb:vortex-file-compressed	244196816	242691088	1.01
clickbench_q15/duckdb:vortex-file-compressed	210006022	208458893	1.01
clickbench_q16/duckdb:vortex-file-compressed	703983503	750150954	0.94
clickbench_q17/duckdb:vortex-file-compressed	548696772	576486965	0.95
clickbench_q18/duckdb:vortex-file-compressed	1270017359	1249306925	1.02
clickbench_q19/duckdb:vortex-file-compressed	20910651	20308044	1.03
clickbench_q20/duckdb:vortex-file-compressed	388118015	399434192	0.97
clickbench_q21/duckdb:vortex-file-compressed	418858085	420244586	1.00
clickbench_q22/duckdb:vortex-file-compressed	701048317	694529069	1.01
clickbench_q23/duckdb:vortex-file-compressed 🚀	1114264684	1735945198	0.64
clickbench_q24/duckdb:vortex-file-compressed 🚨	47429472	42389171	1.12
clickbench_q25/duckdb:vortex-file-compressed	75180375	76814779	0.98
clickbench_q26/duckdb:vortex-file-compressed 🚨	45272737	38932935	1.16
clickbench_q27/duckdb:vortex-file-compressed	539820669	532115101	1.01
clickbench_q28/duckdb:vortex-file-compressed	3007991192	3008104084	1.00
clickbench_q29/duckdb:vortex-file-compressed	28528737	29580120	0.96
clickbench_q30/duckdb:vortex-file-compressed	183411974	174261469	1.05
clickbench_q31/duckdb:vortex-file-compressed	258048359	253656763	1.02
clickbench_q32/duckdb:vortex-file-compressed	1415896968	1399203153	1.01
clickbench_q33/duckdb:vortex-file-compressed	1596818838	1552945603	1.03
clickbench_q34/duckdb:vortex-file-compressed	1676030571	1643469509	1.02
clickbench_q35/duckdb:vortex-file-compressed	364228774	363639964	1.00
clickbench_q36/duckdb:vortex-file-compressed	32789335	31412146	1.04
clickbench_q37/duckdb:vortex-file-compressed	23348638	23053361	1.01
clickbench_q38/duckdb:vortex-file-compressed 🚨	26774305	23929603	1.12
clickbench_q39/duckdb:vortex-file-compressed	45690257	45439367	1.01
clickbench_q40/duckdb:vortex-file-compressed 🚨	25006029	22655115	1.10
clickbench_q41/duckdb:vortex-file-compressed	22362465	21757017	1.03
clickbench_q42/duckdb:vortex-file-compressed 🚨	27698107	24202653	1.14

duckdb / parquet (1.087x ➖, 0↑ 21↓)

name	PR f04b111 (ns)	base 1f3206f (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet 🚨	289132469	220831422	1.31
clickbench_q01/duckdb:parquet 🚨	56540652	50598975	1.12
clickbench_q02/duckdb:parquet 🚨	77447140	65544863	1.18
clickbench_q03/duckdb:parquet 🚨	72761596	63927553	1.14
clickbench_q04/duckdb:parquet 🚨	234208910	202971652	1.15
clickbench_q05/duckdb:parquet 🚨	314674514	285357950	1.10
clickbench_q06/duckdb:parquet 🚨	70745962	59273954	1.19
clickbench_q07/duckdb:parquet 🚨	60107896	50841020	1.18
clickbench_q08/duckdb:parquet 🚨	304698063	272640804	1.12
clickbench_q09/duckdb:parquet 🚨	436558146	394925373	1.11
clickbench_q10/duckdb:parquet 🚨	104915751	94662047	1.11
clickbench_q11/duckdb:parquet	117553273	108715167	1.08
clickbench_q12/duckdb:parquet 🚨	330374203	298387333	1.11
clickbench_q13/duckdb:parquet 🚨	592970734	515158300	1.15
clickbench_q14/duckdb:parquet 🚨	373063377	332225813	1.12
clickbench_q15/duckdb:parquet 🚨	279353147	240852056	1.16
clickbench_q16/duckdb:parquet 🚨	678487507	612050524	1.11
clickbench_q17/duckdb:parquet 🚨	568353080	508091888	1.12
clickbench_q18/duckdb:parquet 🚨	1218923214	1062529130	1.15
clickbench_q19/duckdb:parquet 🚨	55651599	48701541	1.14
clickbench_q20/duckdb:parquet	478430838	435840147	1.10
clickbench_q21/duckdb:parquet 🚨	615883097	558780281	1.10
clickbench_q22/duckdb:parquet	1021398675	934362005	1.09
clickbench_q23/duckdb:parquet 🚨	351251257	317897364	1.10
clickbench_q24/duckdb:parquet	83283020	78019731	1.07
clickbench_q25/duckdb:parquet	147442295	141033631	1.05
clickbench_q26/duckdb:parquet	56440406	55038830	1.03
clickbench_q27/duckdb:parquet	708304033	646291593	1.10
clickbench_q28/duckdb:parquet	5169318493	4852834870	1.07
clickbench_q29/duckdb:parquet	63265056	60718105	1.04
clickbench_q30/duckdb:parquet	309885853	303867247	1.02
clickbench_q31/duckdb:parquet	356621926	353409245	1.01
clickbench_q32/duckdb:parquet	1161425913	1118392772	1.04
clickbench_q33/duckdb:parquet	1325389657	1226480463	1.08
clickbench_q34/duckdb:parquet	1299459380	1234108951	1.05
clickbench_q35/duckdb:parquet	353163822	352083669	1.00
clickbench_q36/duckdb:parquet	64378700	63601239	1.01
clickbench_q37/duckdb:parquet	53484304	53915772	0.99
clickbench_q38/duckdb:parquet	58509901	58020708	1.01
clickbench_q39/duckdb:parquet	97065314	100050869	0.97
clickbench_q40/duckdb:parquet	55727667	55830375	1.00
clickbench_q41/duckdb:parquet	59291632	59400454	1.00
clickbench_q42/duckdb:parquet	52474919	49540127	1.06

duckdb / duckdb (1.063x ➖, 0↑ 11↓)

name	PR f04b111 (ns)	base 1f3206f (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb 🚨	19581521	17747314	1.10
clickbench_q01/duckdb:duckdb	35823936	32569363	1.10
clickbench_q02/duckdb:duckdb 🚨	49745046	44840679	1.11
clickbench_q03/duckdb:duckdb	51516096	47476257	1.09
clickbench_q04/duckdb:duckdb 🚨	236954284	213256005	1.11
clickbench_q05/duckdb:duckdb	351460646	326774300	1.08
clickbench_q06/duckdb:duckdb 🚨	38781003	34945213	1.11
clickbench_q07/duckdb:duckdb 🚨	39365858	35094727	1.12
clickbench_q08/duckdb:duckdb 🚨	350288558	313485503	1.12
clickbench_q09/duckdb:duckdb	497539469	482131401	1.03
clickbench_q10/duckdb:duckdb	102228612	98645475	1.04
clickbench_q11/duckdb:duckdb	115284462	107172602	1.08
clickbench_q12/duckdb:duckdb 🚨	345704665	294626219	1.17
clickbench_q13/duckdb:duckdb	598425527	547481285	1.09
clickbench_q14/duckdb:duckdb 🚨	394716745	327991014	1.20
clickbench_q15/duckdb:duckdb 🚨	293459852	256341338	1.14
clickbench_q16/duckdb:duckdb	742711804	696376502	1.07
clickbench_q17/duckdb:duckdb 🚨	639690128	571373923	1.12
clickbench_q18/duckdb:duckdb	1366843055	1273360302	1.07
clickbench_q19/duckdb:duckdb	37725206	34518468	1.09
clickbench_q20/duckdb:duckdb	1056976425	985029826	1.07
clickbench_q21/duckdb:duckdb	1121202333	1081138423	1.04
clickbench_q22/duckdb:duckdb	1072915754	1168805070	0.92
clickbench_q23/duckdb:duckdb	272405122	251650094	1.08
clickbench_q24/duckdb:duckdb	63941056	60848390	1.05
clickbench_q25/duckdb:duckdb	132142886	124218166	1.06
clickbench_q26/duckdb:duckdb	59016803	54444547	1.08
clickbench_q27/duckdb:duckdb	1060420692	1129558873	0.94
clickbench_q28/duckdb:duckdb	4659753659	4659245096	1.00
clickbench_q29/duckdb:duckdb	49443817	48404468	1.02
clickbench_q30/duckdb:duckdb	293968934	288307633	1.02
clickbench_q31/duckdb:duckdb	409376498	397535753	1.03
clickbench_q32/duckdb:duckdb	1394421684	1477314162	0.94
clickbench_q33/duckdb:duckdb	1809671478	2006885425	0.90
clickbench_q34/duckdb:duckdb	2031673278	1989093655	1.02
clickbench_q35/duckdb:duckdb	265562110	265292857	1.00
clickbench_q36/duckdb:duckdb 🚨	43294454	36875156	1.17
clickbench_q37/duckdb:duckdb	32316103	31125821	1.04
clickbench_q38/duckdb:duckdb	32545094	30295902	1.07
clickbench_q39/duckdb:duckdb	68562358	62534846	1.10
clickbench_q40/duckdb:duckdb	33615852	31666943	1.06
clickbench_q41/duckdb:duckdb	31775817	30241290	1.05
clickbench_q42/duckdb:duckdb	33198301	31186652	1.06

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	+0.3%	+18.1%	-15.1%	+518.3%	➖ noise
0	duckdb:duckdb	+10.3%	+18.1%	-6.6%	+261.4%	➖ noise
0	duckdb:vortex-file-compressed	+23.2%	+18.1%	+4.3%	+305.5%	➖ noise
1	datafusion:vortex-file-compressed	-12.7%	+7.0%	-18.5%	+33.4%	➖ noise
1	duckdb:duckdb	+10.0%	+7.0%	+2.8%	+56.5%	➖ noise
1	duckdb:vortex-file-compressed	+1.7%	+7.0%	-5.0%	+20.2%	➖ noise
2	datafusion:vortex-file-compressed	+0.4%	+5.7%	-5.0%	+36.4%	➖ noise
2	duckdb:duckdb	+10.9%	+5.7%	+5.0%	+21.6%	➖ noise
2	duckdb:vortex-file-compressed	+1.9%	+5.7%	-3.6%	+13.4%	➖ noise
3	datafusion:vortex-file-compressed	-5.6%	+4.4%	-9.6%	+173.0%	➖ noise
3	duckdb:duckdb	+8.5%	+4.4%	+4.0%	+51.9%	➖ noise
3	duckdb:vortex-file-compressed	-6.8%	+4.4%	-10.7%	+30.1%	➖ noise
4	datafusion:vortex-file-compressed	-0.2%	+3.2%	-3.4%	+13.4%	➖ noise
4	duckdb:duckdb	+11.1%	+3.2%	+7.6%	+13.4%	➖ noise
4	duckdb:vortex-file-compressed	-0.7%	+3.2%	-3.8%	+13.4%	➖ noise
5	datafusion:vortex-file-compressed	-0.7%	+8.2%	-8.2%	+13.4%	➖ noise
5	duckdb:duckdb	+7.6%	+8.2%	-0.6%	+13.4%	➖ noise
5	duckdb:vortex-file-compressed	-0.2%	+8.2%	-7.8%	+13.4%	➖ noise
6	datafusion:vortex-file-compressed	+3.5%	+16.1%	-10.9%	+44.4%	➖ noise
6	duckdb:duckdb	+11.0%	+16.1%	-4.5%	+27.6%	➖ noise
6	duckdb:vortex-file-compressed	+2.2%	+16.1%	-12.0%	+16.0%	➖ noise
7	datafusion:vortex-file-compressed	+1.0%	+11.2%	-9.1%	+13.4%	➖ noise
7	duckdb:duckdb	+12.2%	+11.2%	+0.9%	+13.4%	➖ noise
7	duckdb:vortex-file-compressed	+16.4%	+11.2%	+4.6%	+13.4%	➖ noise
8	datafusion:vortex-file-compressed	+2.2%	-1.3%	+3.5%	+13.4%	➖ noise
8	duckdb:duckdb	+11.7%	-1.3%	+13.2%	+13.4%	➖ noise
8	duckdb:vortex-file-compressed	+1.3%	-1.3%	+2.7%	+13.4%	➖ noise
9	datafusion:vortex-file-compressed	+0.6%	+3.8%	-3.1%	+13.4%	➖ noise
9	duckdb:duckdb	+3.2%	+3.8%	-0.6%	+13.4%	➖ noise
9	duckdb:vortex-file-compressed	+0.5%	+3.8%	-3.2%	+13.4%	➖ noise
10	datafusion:vortex-file-compressed	+5.8%	+11.9%	-5.4%	+13.4%	➖ noise
10	duckdb:duckdb	+3.6%	+11.9%	-7.3%	+13.4%	➖ noise
10	duckdb:vortex-file-compressed	+1.2%	+11.9%	-9.6%	+13.4%	➖ noise
11	datafusion:vortex-file-compressed	+5.1%	+9.3%	-3.8%	+13.4%	➖ noise
11	duckdb:duckdb	+7.6%	+9.3%	-1.6%	+13.4%	➖ noise
11	duckdb:vortex-file-compressed	+0.8%	+9.3%	-7.8%	+13.4%	➖ noise
12	datafusion:vortex-file-compressed	+4.3%	+12.5%	-7.3%	+13.4%	➖ noise
12	duckdb:duckdb	+17.3%	+12.5%	+4.3%	+13.4%	➖ noise
12	duckdb:vortex-file-compressed	-1.0%	+12.5%	-12.0%	+13.4%	✅ faster
13	datafusion:vortex-file-compressed	+0.2%	+18.1%	-15.2%	+13.4%	✅ faster
13	duckdb:duckdb	+9.3%	+18.1%	-7.5%	+13.4%	➖ noise
13	duckdb:vortex-file-compressed	-4.1%	+18.1%	-18.8%	+13.4%	✅ faster
14	datafusion:vortex-file-compressed	+0.9%	+16.3%	-13.2%	+13.4%	✅ faster
14	duckdb:duckdb	+20.3%	+16.3%	+3.5%	+13.4%	➖ noise
14	duckdb:vortex-file-compressed	+0.6%	+16.3%	-13.5%	+13.4%	✅ faster
15	datafusion:vortex-file-compressed	+5.9%	+9.9%	-3.7%	+13.4%	➖ noise
15	duckdb:duckdb	+14.5%	+9.9%	+4.2%	+13.4%	➖ noise
15	duckdb:vortex-file-compressed	+0.7%	+9.9%	-8.3%	+13.4%	➖ noise
16	datafusion:vortex-file-compressed	+5.6%	+5.5%	+0.1%	+13.4%	➖ noise
16	duckdb:duckdb	+6.7%	+5.5%	+1.1%	+13.4%	➖ noise
16	duckdb:vortex-file-compressed	-6.2%	+5.5%	-11.1%	+14.5%	➖ noise
17	datafusion:vortex-file-compressed	+3.5%	+7.0%	-3.3%	+13.4%	➖ noise
17	duckdb:duckdb	+12.0%	+7.0%	+4.6%	+13.4%	➖ noise
17	duckdb:vortex-file-compressed	-4.8%	+7.0%	-11.0%	+13.4%	➖ noise
18	datafusion:vortex-file-compressed	+7.3%	+6.2%	+1.1%	+13.4%	➖ noise
18	duckdb:duckdb	+7.3%	+6.2%	+1.1%	+13.4%	➖ noise
18	duckdb:vortex-file-compressed	+1.7%	+6.2%	-4.3%	+13.4%	➖ noise
19	datafusion:vortex-file-compressed	+13.2%	+3.8%	+9.0%	+91.8%	➖ noise
19	duckdb:duckdb	+9.3%	+3.8%	+5.2%	+13.4%	➖ noise
19	duckdb:vortex-file-compressed	+3.0%	+3.8%	-0.8%	+33.5%	➖ noise
20	datafusion:vortex-file-compressed	+3.5%	+5.7%	-2.2%	+167.5%	➖ noise
20	duckdb:duckdb	+7.3%	+5.7%	+1.5%	+21.2%	➖ noise
20	duckdb:vortex-file-compressed	-2.8%	+5.7%	-8.1%	+13.4%	➖ noise
21	datafusion:vortex-file-compressed	+7.0%	+5.7%	+1.2%	+13.4%	➖ noise
21	duckdb:duckdb	+3.7%	+5.7%	-1.9%	+18.7%	➖ noise
21	duckdb:vortex-file-compressed	-0.3%	+5.7%	-5.7%	+13.4%	➖ noise
22	datafusion:vortex-file-compressed	+9.3%	+5.1%	+4.0%	+13.4%	➖ noise
22	duckdb:duckdb	-8.2%	+5.1%	-12.7%	+15.2%	➖ noise
22	duckdb:vortex-file-compressed	+0.9%	+5.1%	-4.0%	+21.4%	➖ noise
23	datafusion:vortex-file-compressed	+6.8%	+6.3%	+0.5%	+37.8%	➖ noise
23	duckdb:duckdb	+8.2%	+6.3%	+1.8%	+13.4%	➖ noise
23	duckdb:vortex-file-compressed	-35.8%	+6.3%	-39.6%	+13.4%	✅ faster
24	datafusion:vortex-file-compressed	+9.2%	+3.7%	+5.3%	+20.4%	➖ noise
24	duckdb:duckdb	+5.1%	+3.7%	+1.4%	+13.4%	➖ noise
24	duckdb:vortex-file-compressed	+11.9%	+3.7%	+7.9%	+30.0%	➖ noise
25	datafusion:vortex-file-compressed	+16.5%	+3.1%	+13.0%	+14.1%	➖ noise
25	duckdb:duckdb	+6.4%	+3.1%	+3.2%	+13.4%	➖ noise
25	duckdb:vortex-file-compressed	-2.1%	+3.1%	-5.1%	+15.7%	➖ noise
26	datafusion:vortex-file-compressed	+17.1%	+3.8%	+12.8%	+16.9%	➖ noise
26	duckdb:duckdb	+8.4%	+3.8%	+4.4%	+13.4%	➖ noise
26	duckdb:vortex-file-compressed	+16.3%	+3.8%	+12.0%	+30.2%	➖ noise
27	datafusion:vortex-file-compressed	+6.7%	+4.1%	+2.5%	+13.4%	➖ noise
27	duckdb:duckdb	-6.1%	+4.1%	-9.8%	+13.8%	➖ noise
27	duckdb:vortex-file-compressed	+1.4%	+4.1%	-2.6%	+13.4%	➖ noise
28	datafusion:vortex-file-compressed	+0.6%	+4.0%	-3.2%	+13.4%	➖ noise
28	duckdb:duckdb	+0.0%	+4.0%	-3.8%	+13.4%	➖ noise
28	duckdb:vortex-file-compressed	-0.0%	+4.0%	-3.8%	+13.4%	➖ noise
29	datafusion:vortex-file-compressed	-3.3%	+0.1%	-3.4%	+13.4%	➖ noise
29	duckdb:duckdb	+2.1%	+0.1%	+2.1%	+13.4%	➖ noise
29	duckdb:vortex-file-compressed	-3.6%	+0.1%	-3.6%	+13.4%	➖ noise
30	datafusion:vortex-file-compressed	+1.3%	+1.3%	-0.0%	+13.4%	➖ noise
30	duckdb:duckdb	+2.0%	+1.3%	+0.7%	+13.4%	➖ noise
30	duckdb:vortex-file-compressed	+5.3%	+1.3%	+3.9%	+13.4%	➖ noise
31	datafusion:vortex-file-compressed	+3.2%	+0.8%	+2.4%	+13.4%	➖ noise
31	duckdb:duckdb	+3.0%	+0.8%	+2.2%	+13.4%	➖ noise
31	duckdb:vortex-file-compressed	+1.7%	+0.8%	+1.0%	+13.4%	➖ noise
32	datafusion:vortex-file-compressed	+18.5%	-0.8%	+19.5%	+14.4%	🚨 regression
32	duckdb:duckdb	-5.6%	-0.8%	-4.8%	+13.4%	➖ noise
32	duckdb:vortex-file-compressed	+1.2%	-0.8%	+2.0%	+13.4%	➖ noise
33	datafusion:vortex-file-compressed	+17.2%	+2.9%	+13.8%	+13.4%	🚨 regression
33	duckdb:duckdb	-9.8%	+2.9%	-12.4%	+16.0%	➖ noise
33	duckdb:vortex-file-compressed	+2.8%	+2.9%	-0.1%	+13.4%	➖ noise
34	datafusion:vortex-file-compressed	+13.1%	+2.9%	+9.8%	+13.4%	➖ noise
34	duckdb:duckdb	+2.1%	+2.9%	-0.8%	+13.4%	➖ noise
34	duckdb:vortex-file-compressed	+2.0%	+2.9%	-0.9%	+13.4%	➖ noise
35	datafusion:vortex-file-compressed	+12.8%	+0.1%	+12.6%	+13.4%	➖ noise
35	duckdb:duckdb	+0.1%	+0.1%	-0.0%	+13.4%	➖ noise
35	duckdb:vortex-file-compressed	+0.2%	+0.1%	+0.0%	+13.4%	➖ noise
36	datafusion:vortex-file-compressed	+23.9%	-0.0%	+23.9%	+13.4%	🚨 regression
36	duckdb:duckdb	+17.4%	-0.0%	+17.4%	+13.4%	🚨 regression
36	duckdb:vortex-file-compressed	+4.4%	-0.0%	+4.4%	+13.4%	➖ noise
37	datafusion:vortex-file-compressed	+16.5%	+2.2%	+14.0%	+13.4%	🚨 regression
37	duckdb:duckdb	+3.8%	+2.2%	+1.6%	+13.4%	➖ noise
37	duckdb:vortex-file-compressed	+1.3%	+2.2%	-0.9%	+13.4%	➖ noise
38	datafusion:vortex-file-compressed	+10.6%	+2.6%	+7.8%	+13.4%	➖ noise
38	duckdb:duckdb	+7.4%	+2.6%	+4.7%	+13.4%	➖ noise
38	duckdb:vortex-file-compressed	+11.9%	+2.6%	+9.1%	+13.4%	➖ noise
39	datafusion:vortex-file-compressed	+11.5%	-1.5%	+13.2%	+13.4%	➖ noise
39	duckdb:duckdb	+9.6%	-1.5%	+11.4%	+15.2%	➖ noise
39	duckdb:vortex-file-compressed	+0.6%	-1.5%	+2.1%	+13.4%	➖ noise
40	datafusion:vortex-file-compressed	+18.4%	-2.1%	+20.9%	+13.4%	🚨 regression
40	duckdb:duckdb	+6.2%	-2.1%	+8.5%	+13.4%	➖ noise
40	duckdb:vortex-file-compressed	+10.4%	-2.1%	+12.8%	+13.4%	➖ noise
41	datafusion:vortex-file-compressed	+10.5%	-0.5%	+11.1%	+13.4%	➖ noise
41	duckdb:duckdb	+5.1%	-0.5%	+5.6%	+13.4%	➖ noise
41	duckdb:vortex-file-compressed	+2.8%	-0.5%	+3.3%	+13.4%	➖ noise
42	datafusion:vortex-file-compressed	+15.1%	+1.6%	+13.3%	+13.4%	➖ noise
42	duckdb:duckdb	+6.5%	+1.6%	+4.8%	+13.4%	➖ noise
42	duckdb:vortex-file-compressed	+14.4%	+1.6%	+12.7%	+13.4%	➖ noise

[github-actions]

Benchmarks: Compression

Vortex (geomean): 1.001x ➖
Parquet (geomean): 0.993x ➖

---

unknown / unknown (0.991x ➖, 0↑ 0↓)

name	PR f04b111 (ns)	base 60847b0 (ns)	ratio (PR/base)
compress time/Arade	1148482229	1174501696	0.98
compress time/Bimbo	7183094067	7424881193	0.97
compress time/CMSprovider	3021601287	3055327705	0.99
compress time/Euro2016	412313335	442377962	0.93
compress time/Food	399076793	421473034	0.95
compress time/HashTags	937834596	964418023	0.97
compress time/TPC-H l_comment canonical	1323343716	1342713496	0.99
compress time/TPC-H l_comment chunked	1299256105	1359443787	0.96
compress time/taxi	730563307	754550182	0.97
compress time/wide table cols=100 chunks=1 rows=1000	15624571	16260537	0.96
compress time/wide table cols=100 chunks=50 rows=1000	16691234	16831074	0.99
compress time/wide table cols=1000 chunks=1 rows=1000	156953209	158330607	0.99
compress time/wide table cols=1000 chunks=50 rows=1000	157971009	159796538	0.99
compress time/wide table cols=10000 chunks=1 rows=1000	1530248462	1593383039	0.96
compress time/wide table cols=10000 chunks=50 rows=1000	1561231247	1600098101	0.98
decompress time/Arade	30702492	30723615	1.00
decompress time/Bimbo	103160455	100774095	1.02
decompress time/CMSprovider	86828925	85924958	1.01
decompress time/Euro2016	22211412	21944033	1.01
decompress time/Food	8595948	9071444	0.95
decompress time/HashTags	90370649	86324344	1.05
decompress time/TPC-H l_comment canonical	43884642	43049241	1.02
decompress time/TPC-H l_comment chunked	44153575	43288699	1.02
decompress time/taxi	20682828	19502437	1.06
decompress time/wide table cols=100 chunks=1 rows=1000	2613234	2690894	0.97
decompress time/wide table cols=100 chunks=50 rows=1000	2478537	2605991	0.95
decompress time/wide table cols=1000 chunks=1 rows=1000	23214937	23654088	0.98
decompress time/wide table cols=1000 chunks=50 rows=1000	23015103	24063811	0.96
decompress time/wide table cols=10000 chunks=1 rows=1000	234112647	248239983	0.94
decompress time/wide table cols=10000 chunks=50 rows=1000	235985968	243681011	0.97
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	3048697886	3095210539	0.98
parquet_rs-zstd compress time/Bimbo	17741472563	18065935906	0.98
parquet_rs-zstd compress time/CMSprovider	7804377755	8074909817	0.97
parquet_rs-zstd compress time/Euro2016	1356851584	1365423706	0.99
parquet_rs-zstd compress time/Food	940107539	963092046	0.98
parquet_rs-zstd compress time/HashTags	2485248398	2542529050	0.98
parquet_rs-zstd compress time/TPC-H l_comment canonical	3098516844	3115026070	0.99
parquet_rs-zstd compress time/TPC-H l_comment chunked	3078918340	3152281277	0.98
parquet_rs-zstd compress time/taxi	1536599726	1569133268	0.98
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000	6718337	6938449	0.97
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000	6802030	7022240	0.97
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000	88584606	92997548	0.95
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000	90300616	91999524	0.98
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000	941223111	994049302	0.95
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000	940566046	988922549	0.95
parquet_rs-zstd decompress time/Arade	649144518	657990723	0.99
parquet_rs-zstd decompress time/Bimbo	1784113882	1781361683	1.00
parquet_rs-zstd decompress time/CMSprovider	1934655599	1978372850	0.98
parquet_rs-zstd decompress time/Euro2016	392860725	388385191	1.01
parquet_rs-zstd decompress time/Food	222915027	224450516	0.99
parquet_rs-zstd decompress time/HashTags	628544739	647190651	0.97
parquet_rs-zstd decompress time/TPC-H l_comment canonical	567975790	571367300	0.99
parquet_rs-zstd decompress time/TPC-H l_comment chunked	561880669	577894824	0.97
parquet_rs-zstd decompress time/taxi	252582929	249238513	1.01
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000	2675579	2776027	0.96
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000	2751763	2787135	0.99
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000	32012891	34365493	0.93
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000	32954743	34634332	0.95
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000	373259738	390565192	0.96
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000	377492740	380044119	0.99
vortex-file-compressed size/Arade	143406520	143435604	1.00
vortex-file-compressed size/Bimbo	526731778	526882596	1.00
vortex-file-compressed size/CMSprovider	448346630	448399308	1.00
vortex-file-compressed size/Euro2016	164900396	164916900	1.00
vortex-file-compressed size/Food	44201364	44208064	1.00
vortex-file-compressed size/HashTags	195372532	195421908	1.00
vortex-file-compressed size/TPC-H l_comment canonical	179447489	179481808	1.00
vortex-file-compressed size/TPC-H l_comment chunked	179447489	179481808	1.00
vortex-file-compressed size/taxi	51520627	51543292	1.00
vortex-file-compressed size/wide table cols=100 chunks=1 rows=1000	875460	884384	0.99
vortex-file-compressed size/wide table cols=100 chunks=50 rows=1000	875460	884384	0.99
vortex-file-compressed size/wide table cols=1000 chunks=1 rows=1000	8741460	8829584	0.99
vortex-file-compressed size/wide table cols=1000 chunks=50 rows=1000	8741460	8829584	0.99
vortex-file-compressed size/wide table cols=10000 chunks=1 rows=1000	87437460	88317584	0.99
vortex-file-compressed size/wide table cols=10000 chunks=50 rows=1000	87437460	88317584	0.99
vortex:parquet-zstd ratio compress time/Arade	0	0	0.99
vortex:parquet-zstd ratio compress time/Bimbo	0	0	0.99
vortex:parquet-zstd ratio compress time/CMSprovider	0	0	1.02
vortex:parquet-zstd ratio compress time/Euro2016	0	0	0.94
vortex:parquet-zstd ratio compress time/Food	0	0	0.97
vortex:parquet-zstd ratio compress time/HashTags	0	0	0.99
vortex:parquet-zstd ratio compress time/TPC-H l_comment canonical	0	0	0.99
vortex:parquet-zstd ratio compress time/TPC-H l_comment chunked	0	0	0.98
vortex:parquet-zstd ratio compress time/taxi	0	0	0.99
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000	2	2	0.99
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=50 rows=1000	2	2	1.02
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000	1	1	1.04
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000	1	1	1.01
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000	1	1	1.01
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=50 rows=1000	1	1	1.03
vortex:parquet-zstd ratio decompress time/Arade	0	0	1.01
vortex:parquet-zstd ratio decompress time/Bimbo	0	0	1.02
vortex:parquet-zstd ratio decompress time/CMSprovider	0	0	1.03
vortex:parquet-zstd ratio decompress time/Euro2016	0	0	1.00
vortex:parquet-zstd ratio decompress time/Food	0	0	0.95
vortex:parquet-zstd ratio decompress time/HashTags	0	0	1.08
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0	0	1.03
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked	0	0	1.05
vortex:parquet-zstd ratio decompress time/taxi	0	0	1.05
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000	0	0	1.01
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000	0	0	0.96
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=1 rows=1000	0	0	1.05
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=50 rows=1000	0	0	1.01
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000	0	0	0.99
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000	0	0	0.97
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	0.99
vortex:parquet-zstd size/wide table cols=100 chunks=50 rows=1000	0	0	0.99
vortex:parquet-zstd size/wide table cols=1000 chunks=1 rows=1000	0	0	0.99
vortex:parquet-zstd size/wide table cols=1000 chunks=50 rows=1000	0	0	0.99
vortex:parquet-zstd size/wide table cols=10000 chunks=1 rows=1000	0	0	0.99
vortex:parquet-zstd size/wide table cols=10000 chunks=50 rows=1000	0	0	0.99