perf[array]: bool filter kernel optimisation

[joseph-isaacs]

Iterate bit buffers instead of indices or slices when filtering boolean arrays

[codspeed-hq]

Merging this PR will improve performance by ×6.1

⚠️ Unknown Walltime execution environment detected

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

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

⚡ 74 improved benchmarks
❌ 1 regressed benchmark
✅ 1176 untouched benchmarks

Warning

Please fix the performance issues or acknowledge them on CodSpeed.

Performance Changes

	Mode	Benchmark	BASE	HEAD	Efficiency
❌	Simulation	chunked_varbinview_opt_canonical_into[(1000, 10)]	187.9 µs	225.3 µs	-16.6%
⚡	Simulation	density_sweep_dense_runs[0.001]	578.7 µs	44.5 µs	×13
⚡	Simulation	density_sweep_dense_runs[0.005]	578.4 µs	44.5 µs	×13
⚡	Simulation	density_sweep_dense_runs[0.01]	578.4 µs	44.5 µs	×13
⚡	Simulation	density_sweep_dense_runs[0.02]	578.6 µs	44.5 µs	×13
⚡	Simulation	density_sweep_dense_runs[0.05]	579.2 µs	44.5 µs	×13
⚡	Simulation	density_sweep_dense_runs[0.1]	582 µs	44.6 µs	×13
⚡	Simulation	density_sweep_dense_runs[0.5]	713.3 µs	45.6 µs	×16
⚡	Simulation	density_sweep_dense_runs[0.95]	1,539.9 µs	49.6 µs	×31
⚡	Simulation	density_sweep_dense_runs[0.9999]	229.1 µs	45.7 µs	×5
⚡	Simulation	density_sweep_dense_runs[0.999]	235.6 µs	46 µs	×5.1
⚡	Simulation	density_sweep_dense_runs[0.99]	457.2 µs	47.8 µs	×9.6
⚡	Simulation	density_sweep_dense_runs[0.9]	2,716.8 µs	49.1 µs	×55
⚡	Simulation	density_sweep_random[0.01]	50.7 µs	45.5 µs	+11.31%
⚡	Simulation	density_sweep_random[0.02]	65.1 µs	57.1 µs	+14.05%
⚡	Simulation	density_sweep_random[0.05]	106.1 µs	86.8 µs	+22.32%
⚡	Simulation	density_sweep_random[0.1]	174.1 µs	41.5 µs	×4.2
⚡	Simulation	density_sweep_random[0.5]	708.1 µs	45.5 µs	×16
⚡	Simulation	density_sweep_random[0.95]	1,449.1 µs	49.9 µs	×29
⚡	Simulation	density_sweep_random[0.9999]	219.2 µs	45.8 µs	×4.8
...	...	...	...	...	...

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

Tip

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

---

_{Comparing ji/bool-filter-optimized (afac7dd) with develop (251e603)}

[github-actions]

This PR has been marked as stale because it has been open for 30 days with no activity. Please comment or remove the stale label if you wish to keep it active, otherwise it will be closed in 7 days

[github-actions]

This PR has been marked as stale because it has been open for 14 days with no activity. Please comment or remove the stale label if you wish to keep it active, otherwise it will be closed in 7 days

[joseph-isaacs]

I cannot approve but I do approve this

[github-actions]

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	a8ddbfe		2	Explore Profiling Data

Previous Runs (1)

Status	Commit	Job	Attempt	Link
🟢 Done	a8ddbfe		1	Explore Profiling Data

---

Powered by Polar Signals Cloud

[github-actions]

Benchmarks: PolarSignals Profiling

Vortex (geomean): 1.048x ➖

---

datafusion / vortex-file-compressed (1.048x ➖, 0↑ 2↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed 🚨	120483771	108030886	1.12
polarsignals_q01/datafusion:vortex-file-compressed	268009187	282755578	0.95
polarsignals_q02/datafusion:vortex-file-compressed	23245214	22808279	1.02
polarsignals_q03/datafusion:vortex-file-compressed	297652132	277498655	1.07
polarsignals_q04/datafusion:vortex-file-compressed	11528798	10735414	1.07
polarsignals_q05/datafusion:vortex-file-compressed 🚨	15501556	14027471	1.11
polarsignals_q06/datafusion:vortex-file-compressed	18030562	17450411	1.03
polarsignals_q07/datafusion:vortex-file-compressed	13721630	12478715	1.10
polarsignals_q08/datafusion:vortex-file-compressed	411446818	409202250	1.01
polarsignals_q09/datafusion:vortex-file-compressed	10645799	10435819	1.02

[github-actions]

File Sizes: PolarSignals Profiling

File Size Changes (1 files changed, -0.0% overall, 0↑ 1↓)

File	Scale	Format	Base	HEAD	Change	%
stacktraces.vortex	1000000	vortex-file-compressed	689.41 MB	689.41 MB	32 B	-0.0%

Totals:

• vortex-file-compressed: 689.41 MB → 689.41 MB (-0.0%)

[github-actions]

Benchmarks: FineWeb NVMe

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -1.6%
Vortex (geomean): 1.024x ➖
Parquet (geomean): 1.040x ➖
Shifts: Parquet (control) +4.0% · Median polish +1.0%

---

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

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	4973013	5131657	0.97
fineweb_q01/datafusion:vortex-file-compressed	21851114	21667868	1.01
fineweb_q02/datafusion:vortex-file-compressed	22436531	22195149	1.01
fineweb_q03/datafusion:vortex-file-compressed	81261349	82674717	0.98
fineweb_q04/datafusion:vortex-file-compressed	227445357	226468224	1.00
fineweb_q05/datafusion:vortex-file-compressed	223689703	217735224	1.03
fineweb_q06/datafusion:vortex-file-compressed	51420377	50391861	1.02
fineweb_q07/datafusion:vortex-file-compressed	59178190	54390013	1.09
fineweb_q08/datafusion:vortex-file-compressed	22176635	22050320	1.01

datafusion / vortex-compact (0.996x ➖, 0↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	5795977	5605201	1.03
fineweb_q01/datafusion:vortex-compact	91981557	94028966	0.98
fineweb_q02/datafusion:vortex-compact	106013463	99034906	1.07
fineweb_q03/datafusion:vortex-compact	844524251	872390996	0.97
fineweb_q04/datafusion:vortex-compact	909510582	903726242	1.01
fineweb_q05/datafusion:vortex-compact	819203407	830574489	0.99
fineweb_q06/datafusion:vortex-compact	468879320	468092115	1.00
fineweb_q07/datafusion:vortex-compact	464812015	480839027	0.97
fineweb_q08/datafusion:vortex-compact	17989718	18801652	0.96

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

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	6692110	6971457	0.96
fineweb_q01/datafusion:parquet	288600803	295940808	0.98
fineweb_q02/datafusion:parquet	287491551	296229728	0.97
fineweb_q03/datafusion:parquet	299031395	280959976	1.06
fineweb_q04/datafusion:parquet	300915477	295153290	1.02
fineweb_q05/datafusion:parquet	299273669	300591177	1.00
fineweb_q06/datafusion:parquet	289945621	298614219	0.97
fineweb_q07/datafusion:parquet	290765846	286768799	1.01
fineweb_q08/datafusion:parquet	284894615	284592644	1.00

duckdb / vortex-file-compressed (1.077x ➖, 0↑ 3↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	4146378	3958513	1.05
fineweb_q01/duckdb:vortex-file-compressed 🚨	28718332	24274035	1.18
fineweb_q02/duckdb:vortex-file-compressed 🚨	28624489	24145702	1.19
fineweb_q03/duckdb:vortex-file-compressed	169610174	163502456	1.04
fineweb_q04/duckdb:vortex-file-compressed 🚨	240957656	217091197	1.11
fineweb_q05/duckdb:vortex-file-compressed	214970246	210385247	1.02
fineweb_q06/duckdb:vortex-file-compressed	55145625	52402855	1.05
fineweb_q07/duckdb:vortex-file-compressed	53028557	54182204	0.98
fineweb_q08/duckdb:vortex-file-compressed	24072366	22036525	1.09

duckdb / vortex-compact (1.012x ➖, 0↑ 1↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	4127157	4241891	0.97
fineweb_q01/duckdb:vortex-compact	111948380	105779059	1.06
fineweb_q02/duckdb:vortex-compact	121124954	117439572	1.03
fineweb_q03/duckdb:vortex-compact	851317555	846862173	1.01
fineweb_q04/duckdb:vortex-compact 🚨	1009481076	893537014	1.13
fineweb_q05/duckdb:vortex-compact	809329059	801131000	1.01
fineweb_q06/duckdb:vortex-compact	462127023	462181952	1.00
fineweb_q07/duckdb:vortex-compact	475065345	476561009	1.00
fineweb_q08/duckdb:vortex-compact	18374627	20069106	0.92

duckdb / parquet (1.087x ➖, 0↑ 4↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	30430385	30984513	0.98
fineweb_q01/duckdb:parquet	84705641	84474022	1.00
fineweb_q02/duckdb:parquet	84979149	84844837	1.00
fineweb_q03/duckdb:parquet	336867030	317236697	1.06
fineweb_q04/duckdb:parquet	486512152	447511558	1.09
fineweb_q05/duckdb:parquet 🚨	467718115	415524313	1.13
fineweb_q06/duckdb:parquet 🚨	234184522	205026945	1.14
fineweb_q07/duckdb:parquet 🚨	247026152	215580042	1.15
fineweb_q08/duckdb:parquet 🚨	41363248	32866893	1.26

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+3.4%	-2.9%	+6.5%	+45.8%	➖ noise
0	datafusion:vortex-file-compressed	-3.1%	-2.9%	-0.2%	+47.7%	➖ noise
0	duckdb:vortex-compact	-2.7%	-2.9%	+0.2%	+87.9%	➖ noise
0	duckdb:vortex-file-compressed	+4.7%	-2.9%	+7.9%	+74.4%	➖ noise
1	datafusion:vortex-compact	-2.2%	-1.1%	-1.1%	+13.1%	➖ noise
1	datafusion:vortex-file-compressed	+0.8%	-1.1%	+2.0%	+28.5%	➖ noise
1	duckdb:vortex-compact	+5.8%	-1.1%	+7.0%	+20.4%	➖ noise
1	duckdb:vortex-file-compressed	+18.3%	-1.1%	+19.6%	+54.7%	➖ noise
2	datafusion:vortex-compact	+7.0%	-1.4%	+8.6%	+16.9%	➖ noise
2	datafusion:vortex-file-compressed	+1.1%	-1.4%	+2.5%	+13.1%	➖ noise
2	duckdb:vortex-compact	+3.1%	-1.4%	+4.6%	+14.1%	➖ noise
2	duckdb:vortex-file-compressed	+18.5%	-1.4%	+20.2%	+13.7%	🚨 regression
3	datafusion:vortex-compact	-3.2%	+6.3%	-8.9%	+13.1%	➖ noise
3	datafusion:vortex-file-compressed	-1.7%	+6.3%	-7.5%	+32.4%	➖ noise
3	duckdb:vortex-compact	+0.5%	+6.3%	-5.4%	+13.1%	➖ noise
3	duckdb:vortex-file-compressed	+3.7%	+6.3%	-2.4%	+31.9%	➖ noise
4	datafusion:vortex-compact	+0.6%	+5.3%	-4.4%	+13.1%	➖ noise
4	datafusion:vortex-file-compressed	+0.4%	+5.3%	-4.6%	+13.1%	➖ noise
4	duckdb:vortex-compact	+13.0%	+5.3%	+7.3%	+13.1%	➖ noise
4	duckdb:vortex-file-compressed	+11.0%	+5.3%	+5.4%	+13.1%	➖ noise
5	datafusion:vortex-compact	-1.4%	+5.9%	-6.8%	+13.1%	➖ noise
5	datafusion:vortex-file-compressed	+2.7%	+5.9%	-3.0%	+13.1%	➖ noise
5	duckdb:vortex-compact	+1.0%	+5.9%	-4.6%	+13.1%	➖ noise
5	duckdb:vortex-file-compressed	+2.2%	+5.9%	-3.5%	+13.1%	➖ noise
6	datafusion:vortex-compact	+0.2%	+5.3%	-4.9%	+13.1%	➖ noise
6	datafusion:vortex-file-compressed	+2.0%	+5.3%	-3.1%	+13.1%	➖ noise
6	duckdb:vortex-compact	-0.0%	+5.3%	-5.1%	+13.1%	➖ noise
6	duckdb:vortex-file-compressed	+5.2%	+5.3%	-0.1%	+13.1%	➖ noise
7	datafusion:vortex-compact	-3.3%	+7.8%	-10.3%	+13.1%	➖ noise
7	datafusion:vortex-file-compressed	+8.8%	+7.8%	+0.9%	+19.9%	➖ noise
7	duckdb:vortex-compact	-0.3%	+7.8%	-7.5%	+13.1%	➖ noise
7	duckdb:vortex-file-compressed	-2.1%	+7.8%	-9.2%	+17.7%	➖ noise
8	datafusion:vortex-compact	-4.3%	+12.2%	-14.8%	+17.5%	➖ noise
8	datafusion:vortex-file-compressed	+0.6%	+12.2%	-10.4%	+13.1%	➖ noise
8	duckdb:vortex-compact	-8.4%	+12.2%	-18.4%	+13.1%	✅ faster
8	duckdb:vortex-file-compressed	+9.2%	+12.2%	-2.7%	+13.1%	➖ noise

[github-actions]

File Sizes: FineWeb NVMe

File Size Changes (2 files changed, -0.0% overall, 0↑ 2↓)

File	Scale	Format	Base	HEAD	Change	%
sample.vortex	1.0	vortex-file-compressed	1.79 GB	1.79 GB	32 B	-0.0%
sample.vortex	1.0	vortex-compact	1.23 GB	1.23 GB	32 B	-0.0%

Totals:

• vortex-compact: 1.23 GB → 1.23 GB (-0.0%)
• vortex-file-compressed: 1.79 GB → 1.79 GB (-0.0%)

[github-actions]

Benchmarks: TPC-H SF=1 on NVME

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -1.3%
Vortex (geomean): 0.952x ➖
Parquet (geomean): 0.945x ➖
Shifts: Parquet (control) -5.5% · Median polish -8.0%

---

datafusion / vortex-file-compressed (0.946x ➖, 11↑ 2↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 🚀	49784149	57904769	0.86
tpch_q02/datafusion:vortex-file-compressed	23204044	25301967	0.92
tpch_q03/datafusion:vortex-file-compressed 🚀	28555810	32076991	0.89
tpch_q04/datafusion:vortex-file-compressed 🚀	20363190	23066698	0.88
tpch_q05/datafusion:vortex-file-compressed 🚀	48084301	55731365	0.86
tpch_q06/datafusion:vortex-file-compressed 🚀	10598199	11943707	0.89
tpch_q07/datafusion:vortex-file-compressed 🚀	54413266	64001780	0.85
tpch_q08/datafusion:vortex-file-compressed 🚀	40525406	45648049	0.89
tpch_q09/datafusion:vortex-file-compressed 🚀	51914803	61694850	0.84
tpch_q10/datafusion:vortex-file-compressed 🚀	40924609	45900644	0.89
tpch_q11/datafusion:vortex-file-compressed	17273682	17560250	0.98
tpch_q12/datafusion:vortex-file-compressed	29791483	27458923	1.08
tpch_q13/datafusion:vortex-file-compressed 🚀	24932347	27841679	0.90
tpch_q14/datafusion:vortex-file-compressed	16369398	17600699	0.93
tpch_q15/datafusion:vortex-file-compressed	25223230	27275545	0.92
tpch_q16/datafusion:vortex-file-compressed 🚀	20030220	22719264	0.88
tpch_q17/datafusion:vortex-file-compressed	79970178	79163894	1.01
tpch_q18/datafusion:vortex-file-compressed	106192319	96827910	1.10
tpch_q19/datafusion:vortex-file-compressed	23102712	22224523	1.04
tpch_q20/datafusion:vortex-file-compressed 🚨	36095885	31994849	1.13
tpch_q21/datafusion:vortex-file-compressed 🚨	93474544	82345831	1.14
tpch_q22/datafusion:vortex-file-compressed	14236590	14000173	1.02

datafusion / vortex-compact (1.018x ➖, 4↑ 6↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact 🚨	71782918	63851884	1.12
tpch_q02/datafusion:vortex-compact	30871133	28463797	1.08
tpch_q03/datafusion:vortex-compact	35143631	32963886	1.07
tpch_q04/datafusion:vortex-compact 🚨	27359716	24382238	1.12
tpch_q05/datafusion:vortex-compact 🚨	65340852	57952972	1.13
tpch_q06/datafusion:vortex-compact 🚨	15037514	13614073	1.10
tpch_q07/datafusion:vortex-compact 🚨	74806651	67712445	1.10
tpch_q08/datafusion:vortex-compact	52429870	48974451	1.07
tpch_q09/datafusion:vortex-compact	70878591	66923430	1.06
tpch_q10/datafusion:vortex-compact 🚨	57339310	50069021	1.15
tpch_q11/datafusion:vortex-compact	20069361	18782994	1.07
tpch_q12/datafusion:vortex-compact	37094435	34077131	1.09
tpch_q13/datafusion:vortex-compact	37344731	34502124	1.08
tpch_q14/datafusion:vortex-compact	22444770	20652355	1.09
tpch_q15/datafusion:vortex-compact	32899556	35084470	0.94
tpch_q16/datafusion:vortex-compact	24768335	27189333	0.91
tpch_q17/datafusion:vortex-compact 🚀	70722493	80084742	0.88
tpch_q18/datafusion:vortex-compact 🚀	85499738	99851936	0.86
tpch_q19/datafusion:vortex-compact	30266790	32025633	0.95
tpch_q20/datafusion:vortex-compact	34529259	38219549	0.90
tpch_q21/datafusion:vortex-compact 🚀	76183929	87364225	0.87
tpch_q22/datafusion:vortex-compact 🚀	12396964	14262280	0.87

datafusion / parquet (0.926x ➖, 8↑ 1↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚨	139443074	111567458	1.25
tpch_q02/datafusion:parquet 🚀	60131729	67063694	0.90
tpch_q03/datafusion:parquet	69937295	77417755	0.90
tpch_q04/datafusion:parquet	43481779	46421167	0.94
tpch_q05/datafusion:parquet	92067489	101059013	0.91
tpch_q06/datafusion:parquet 🚀	38663710	45288096	0.85
tpch_q07/datafusion:parquet	105729333	117280811	0.90
tpch_q08/datafusion:parquet	88503816	95394415	0.93
tpch_q09/datafusion:parquet	128858149	140634429	0.92
tpch_q10/datafusion:parquet	111020751	123237829	0.90
tpch_q11/datafusion:parquet 🚀	40966800	45688780	0.90
tpch_q12/datafusion:parquet	87083527	90481150	0.96
tpch_q13/datafusion:parquet 🚀	200036465	229986936	0.87
tpch_q14/datafusion:parquet	43868348	43606707	1.01
tpch_q15/datafusion:parquet	62125046	65350669	0.95
tpch_q16/datafusion:parquet 🚀	39795744	46576026	0.85
tpch_q17/datafusion:parquet 🚀	125474907	148156262	0.85
tpch_q18/datafusion:parquet 🚀	165225739	183734210	0.90
tpch_q19/datafusion:parquet	81705094	81960429	1.00
tpch_q20/datafusion:parquet 🚀	68349551	76167006	0.90
tpch_q21/datafusion:parquet	138554219	146183649	0.95
tpch_q22/datafusion:parquet	31508976	34382272	0.92

datafusion / arrow (0.860x ✅, 18↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow 🚀	56029721	62731220	0.89
tpch_q02/datafusion:arrow 🚀	18910061	21071922	0.90
tpch_q03/datafusion:arrow 🚀	29302158	37548802	0.78
tpch_q04/datafusion:arrow 🚀	25409689	32138030	0.79
tpch_q05/datafusion:arrow	83976318	85754449	0.98
tpch_q06/datafusion:arrow	21535540	23476305	0.92
tpch_q07/datafusion:arrow 🚀	101911387	117314101	0.87
tpch_q08/datafusion:arrow 🚀	42535913	51916140	0.82
tpch_q09/datafusion:arrow 🚀	64374594	77595979	0.83
tpch_q10/datafusion:arrow 🚀	45954194	55568614	0.83
tpch_q11/datafusion:arrow 🚀	9239618	10316061	0.90
tpch_q12/datafusion:arrow 🚀	51386512	59412084	0.86
tpch_q13/datafusion:arrow	47386627	49532058	0.96
tpch_q14/datafusion:arrow 🚀	21548881	25790353	0.84
tpch_q15/datafusion:arrow 🚀	42840799	51095165	0.84
tpch_q16/datafusion:arrow 🚀	18870337	21325817	0.88
tpch_q17/datafusion:arrow 🚀	67419664	80237573	0.84
tpch_q18/datafusion:arrow 🚀	135354615	157384215	0.86
tpch_q19/datafusion:arrow 🚀	33783546	43121480	0.78
tpch_q20/datafusion:arrow 🚀	33620049	40992564	0.82
tpch_q21/datafusion:arrow 🚀	144402560	171899895	0.84
tpch_q22/datafusion:arrow	18146940	19452730	0.93

duckdb / vortex-file-compressed (0.902x ➖, 10↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	31995061	33522337	0.95
tpch_q02/duckdb:vortex-file-compressed 🚀	24884946	28493303	0.87
tpch_q03/duckdb:vortex-file-compressed	33197342	35685017	0.93
tpch_q04/duckdb:vortex-file-compressed	28978818	31533520	0.92
tpch_q05/duckdb:vortex-file-compressed 🚀	37576552	42520207	0.88
tpch_q06/duckdb:vortex-file-compressed 🚀	8626919	10223385	0.84
tpch_q07/duckdb:vortex-file-compressed 🚀	35253462	39932220	0.88
tpch_q08/duckdb:vortex-file-compressed	37317754	40212714	0.93
tpch_q09/duckdb:vortex-file-compressed	58206171	63655108	0.91
tpch_q10/duckdb:vortex-file-compressed 🚀	40988074	45670422	0.90
tpch_q11/duckdb:vortex-file-compressed	15466622	15802704	0.98
tpch_q12/duckdb:vortex-file-compressed	22302868	24471766	0.91
tpch_q13/duckdb:vortex-file-compressed	37960840	42053378	0.90
tpch_q14/duckdb:vortex-file-compressed 🚀	22077873	24751980	0.89
tpch_q15/duckdb:vortex-file-compressed	17166335	18894801	0.91
tpch_q16/duckdb:vortex-file-compressed	29841989	30775256	0.97
tpch_q17/duckdb:vortex-file-compressed 🚀	23999899	27608426	0.87
tpch_q18/duckdb:vortex-file-compressed	52797685	57830393	0.91
tpch_q19/duckdb:vortex-file-compressed 🚀	28967073	34275280	0.85
tpch_q20/duckdb:vortex-file-compressed	33161131	36642540	0.90
tpch_q21/duckdb:vortex-file-compressed 🚀	99391659	116941981	0.85
tpch_q22/duckdb:vortex-file-compressed 🚀	17160931	19226317	0.89

duckdb / vortex-compact (0.945x ➖, 4↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	38529513	40315473	0.96
tpch_q02/duckdb:vortex-compact 🚀	31668764	35540371	0.89
tpch_q03/duckdb:vortex-compact	35254758	39053112	0.90
tpch_q04/duckdb:vortex-compact	31498388	33817414	0.93
tpch_q05/duckdb:vortex-compact 🚀	40838002	46309295	0.88
tpch_q06/duckdb:vortex-compact	10774956	11690808	0.92
tpch_q07/duckdb:vortex-compact 🚀	40446513	45429488	0.89
tpch_q08/duckdb:vortex-compact	42042155	44798156	0.94
tpch_q09/duckdb:vortex-compact	66275638	70951645	0.93
tpch_q10/duckdb:vortex-compact	45460761	50312536	0.90
tpch_q11/duckdb:vortex-compact	18498017	20173194	0.92
tpch_q12/duckdb:vortex-compact	29753987	32142902	0.93
tpch_q13/duckdb:vortex-compact	45711785	47647317	0.96
tpch_q14/duckdb:vortex-compact 🚀	26800473	29801129	0.90
tpch_q15/duckdb:vortex-compact	20723022	22457434	0.92
tpch_q16/duckdb:vortex-compact	33352444	35766846	0.93
tpch_q17/duckdb:vortex-compact	32519805	32453350	1.00
tpch_q18/duckdb:vortex-compact	59057804	57066377	1.03
tpch_q19/duckdb:vortex-compact	39310298	37827985	1.04
tpch_q20/duckdb:vortex-compact	45861377	44463229	1.03
tpch_q21/duckdb:vortex-compact	122273746	117624111	1.04
tpch_q22/duckdb:vortex-compact	20651391	21197787	0.97

duckdb / parquet (0.965x ➖, 3↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	79557093	77263628	1.03
tpch_q02/duckdb:parquet	39245093	41851050	0.94
tpch_q03/duckdb:parquet	70762486	74604278	0.95
tpch_q04/duckdb:parquet	51529583	52713816	0.98
tpch_q05/duckdb:parquet	71976555	71182640	1.01
tpch_q06/duckdb:parquet	23835941	23214135	1.03
tpch_q07/duckdb:parquet	78143901	74737668	1.05
tpch_q08/duckdb:parquet	88190549	86223978	1.02
tpch_q09/duckdb:parquet	158063178	146800660	1.08
tpch_q10/duckdb:parquet	134805795	134668325	1.00
tpch_q11/duckdb:parquet	23407086	23764456	0.98
tpch_q12/duckdb:parquet 🚀	47785486	57131735	0.84
tpch_q13/duckdb:parquet 🚀	254149829	285576917	0.89
tpch_q14/duckdb:parquet	51146629	53998123	0.95
tpch_q15/duckdb:parquet	27148392	26966471	1.01
tpch_q16/duckdb:parquet	58404586	63201230	0.92
tpch_q17/duckdb:parquet	58476511	63010979	0.93
tpch_q18/duckdb:parquet	118135383	126492489	0.93
tpch_q19/duckdb:parquet 🚀	68803362	77413017	0.89
tpch_q20/duckdb:parquet	65457939	67307782	0.97
tpch_q21/duckdb:parquet	173555591	183306572	0.95
tpch_q22/duckdb:parquet	52766940	56713559	0.93

duckdb / duckdb (0.934x ➖, 3↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	17732050	18391318	0.96
tpch_q02/duckdb:duckdb	15010331	15856641	0.95
tpch_q03/duckdb:duckdb 🚀	22726047	25631817	0.89
tpch_q04/duckdb:duckdb	21151288	23140116	0.91
tpch_q05/duckdb:duckdb	23816812	24650779	0.97
tpch_q06/duckdb:duckdb	7001456	7524747	0.93
tpch_q07/duckdb:duckdb 🚀	25457533	28479419	0.89
tpch_q08/duckdb:duckdb	24602126	25598570	0.96
tpch_q09/duckdb:duckdb 🚀	58815677	65895039	0.89
tpch_q10/duckdb:duckdb	52751461	55291713	0.95
tpch_q11/duckdb:duckdb	7408838	8019945	0.92
tpch_q12/duckdb:duckdb	17992221	18920415	0.95
tpch_q13/duckdb:duckdb	40183241	42394710	0.95
tpch_q14/duckdb:duckdb	21588002	23708594	0.91
tpch_q15/duckdb:duckdb	13663331	14320514	0.95
tpch_q16/duckdb:duckdb	26402282	28300084	0.93
tpch_q17/duckdb:duckdb	16037795	17279483	0.93
tpch_q18/duckdb:duckdb	40763787	42612520	0.96
tpch_q19/duckdb:duckdb	30512950	33777302	0.90
tpch_q20/duckdb:duckdb	25158442	26408438	0.95
tpch_q21/duckdb:duckdb	62625724	68204085	0.92
tpch_q22/duckdb:duckdb	25592459	26312549	0.97

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-10.7%	+13.4%	-21.3%	+21.1%	✅ faster
1	datafusion:vortex-compact	+12.4%	+13.4%	-0.9%	+18.7%	➖ noise
1	datafusion:vortex-file-compressed	-14.0%	+13.4%	-24.2%	+18.8%	✅ faster
1	duckdb:duckdb	-3.6%	+13.4%	-15.0%	+17.4%	✅ faster
1	duckdb:vortex-compact	-4.4%	+13.4%	-15.8%	+17.5%	✅ faster
1	duckdb:vortex-file-compressed	-4.6%	+13.4%	-15.9%	+20.0%	➖ noise
2	datafusion:arrow	-10.3%	-8.3%	-2.1%	+14.6%	➖ noise
2	datafusion:vortex-compact	+8.5%	-8.3%	+18.3%	+14.6%	🚨 regression
2	datafusion:vortex-file-compressed	-8.3%	-8.3%	+0.0%	+14.6%	➖ noise
2	duckdb:duckdb	-5.3%	-8.3%	+3.2%	+14.6%	➖ noise
2	duckdb:vortex-compact	-10.9%	-8.3%	-2.8%	+14.6%	➖ noise
2	duckdb:vortex-file-compressed	-12.7%	-8.3%	-4.8%	+14.6%	➖ noise
3	datafusion:arrow	-22.0%	-7.4%	-15.7%	+14.6%	✅ faster
3	datafusion:vortex-compact	+6.6%	-7.4%	+15.2%	+14.6%	🚨 regression
3	datafusion:vortex-file-compressed	-11.0%	-7.4%	-3.8%	+14.6%	➖ noise
3	duckdb:duckdb	-11.3%	-7.4%	-4.2%	+14.6%	➖ noise
3	duckdb:vortex-compact	-9.7%	-7.4%	-2.5%	+14.6%	➖ noise
3	duckdb:vortex-file-compressed	-7.0%	-7.4%	+0.5%	+14.6%	➖ noise
4	datafusion:arrow	-20.9%	-4.3%	-17.4%	+14.6%	✅ faster
4	datafusion:vortex-compact	+12.2%	-4.3%	+17.3%	+14.6%	🚨 regression
4	datafusion:vortex-file-compressed	-11.7%	-4.3%	-7.7%	+14.6%	➖ noise
4	duckdb:duckdb	-8.6%	-4.3%	-4.5%	+14.6%	➖ noise
4	duckdb:vortex-compact	-6.9%	-4.3%	-2.7%	+14.6%	➖ noise
4	duckdb:vortex-file-compressed	-8.1%	-4.3%	-4.0%	+14.6%	➖ noise
5	datafusion:arrow	-2.1%	-4.0%	+2.0%	+14.6%	➖ noise
5	datafusion:vortex-compact	+12.7%	-4.0%	+17.5%	+14.6%	🚨 regression
5	datafusion:vortex-file-compressed	-13.7%	-4.0%	-10.1%	+14.6%	➖ noise
5	duckdb:duckdb	-3.4%	-4.0%	+0.7%	+14.6%	➖ noise
5	duckdb:vortex-compact	-11.8%	-4.0%	-8.1%	+14.6%	➖ noise
5	duckdb:vortex-file-compressed	-11.6%	-4.0%	-7.9%	+14.6%	➖ noise
6	datafusion:arrow	-8.3%	-6.4%	-2.0%	+14.6%	➖ noise
6	datafusion:vortex-compact	+10.5%	-6.4%	+18.0%	+15.5%	🚨 regression
6	datafusion:vortex-file-compressed	-11.3%	-6.4%	-5.2%	+14.6%	➖ noise
6	duckdb:duckdb	-7.0%	-6.4%	-0.6%	+14.6%	➖ noise
6	duckdb:vortex-compact	-7.8%	-6.4%	-1.6%	+16.9%	➖ noise
6	duckdb:vortex-file-compressed	-15.6%	-6.4%	-9.9%	+17.3%	➖ noise
7	datafusion:arrow	-13.1%	-2.9%	-10.5%	+14.6%	➖ noise
7	datafusion:vortex-compact	+10.5%	-2.9%	+13.8%	+14.6%	➖ noise
7	datafusion:vortex-file-compressed	-15.0%	-2.9%	-12.4%	+14.6%	➖ noise
7	duckdb:duckdb	-10.6%	-2.9%	-7.9%	+14.6%	➖ noise
7	duckdb:vortex-compact	-11.0%	-2.9%	-8.3%	+14.6%	➖ noise
7	duckdb:vortex-file-compressed	-11.7%	-2.9%	-9.1%	+14.6%	➖ noise
8	datafusion:arrow	-18.1%	-2.6%	-15.9%	+14.6%	✅ faster
8	datafusion:vortex-compact	+7.1%	-2.6%	+9.9%	+14.6%	➖ noise
8	datafusion:vortex-file-compressed	-11.2%	-2.6%	-8.9%	+14.6%	➖ noise
8	duckdb:duckdb	-3.9%	-2.6%	-1.3%	+14.6%	➖ noise
8	duckdb:vortex-compact	-6.2%	-2.6%	-3.7%	+14.6%	➖ noise
8	duckdb:vortex-file-compressed	-7.2%	-2.6%	-4.7%	+14.6%	➖ noise
9	datafusion:arrow	-17.0%	-0.7%	-16.5%	+14.6%	✅ faster
9	datafusion:vortex-compact	+5.9%	-0.7%	+6.6%	+14.6%	➖ noise
9	datafusion:vortex-file-compressed	-15.9%	-0.7%	-15.3%	+14.6%	✅ faster
9	duckdb:duckdb	-10.7%	-0.7%	-10.1%	+14.6%	➖ noise
9	duckdb:vortex-compact	-6.6%	-0.7%	-6.0%	+14.6%	➖ noise
9	duckdb:vortex-file-compressed	-8.6%	-0.7%	-7.9%	+14.6%	➖ noise
10	datafusion:arrow	-17.3%	-5.0%	-12.9%	+14.6%	✅ faster
10	datafusion:vortex-compact	+14.5%	-5.0%	+20.6%	+14.6%	🚨 regression
10	datafusion:vortex-file-compressed	-10.8%	-5.0%	-6.1%	+14.6%	➖ noise
10	duckdb:duckdb	-4.6%	-5.0%	+0.5%	+14.6%	➖ noise
10	duckdb:vortex-compact	-9.6%	-5.0%	-4.8%	+14.6%	➖ noise
10	duckdb:vortex-file-compressed	-10.3%	-5.0%	-5.5%	+14.6%	➖ noise
11	datafusion:arrow	-10.4%	-6.0%	-4.7%	+14.6%	➖ noise
11	datafusion:vortex-compact	+6.8%	-6.0%	+13.7%	+14.6%	➖ noise
11	datafusion:vortex-file-compressed	-1.6%	-6.0%	+4.7%	+14.6%	➖ noise
11	duckdb:duckdb	-7.6%	-6.0%	-1.7%	+14.6%	➖ noise
11	duckdb:vortex-compact	-8.3%	-6.0%	-2.4%	+14.6%	➖ noise
11	duckdb:vortex-file-compressed	-2.1%	-6.0%	+4.1%	+14.6%	➖ noise
12	datafusion:arrow	-13.5%	-10.3%	-3.6%	+20.9%	➖ noise
12	datafusion:vortex-compact	+8.9%	-10.3%	+21.3%	+14.6%	🚨 regression
12	datafusion:vortex-file-compressed	+8.5%	-10.3%	+20.9%	+14.6%	🚨 regression
12	duckdb:duckdb	-4.9%	-10.3%	+6.0%	+14.6%	➖ noise
12	duckdb:vortex-compact	-7.4%	-10.3%	+3.2%	+14.6%	➖ noise
12	duckdb:vortex-file-compressed	-8.9%	-10.3%	+1.6%	+14.6%	➖ noise
13	datafusion:arrow	-4.3%	-12.0%	+8.7%	+14.6%	➖ noise
13	datafusion:vortex-compact	+8.2%	-12.0%	+23.0%	+14.6%	🚨 regression
13	datafusion:vortex-file-compressed	-10.4%	-12.0%	+1.8%	+14.6%	➖ noise
13	duckdb:duckdb	-5.2%	-12.0%	+7.7%	+14.6%	➖ noise
13	duckdb:vortex-compact	-4.1%	-12.0%	+9.0%	+14.6%	➖ noise
13	duckdb:vortex-file-compressed	-9.7%	-12.0%	+2.6%	+14.6%	➖ noise
14	datafusion:arrow	-16.4%	-2.4%	-14.4%	+14.6%	✅ faster
14	datafusion:vortex-compact	+8.7%	-2.4%	+11.3%	+14.6%	➖ noise
14	datafusion:vortex-file-compressed	-7.0%	-2.4%	-4.7%	+14.6%	➖ noise
14	duckdb:duckdb	-8.9%	-2.4%	-6.7%	+14.6%	➖ noise
14	duckdb:vortex-compact	-10.1%	-2.4%	-7.9%	+14.6%	➖ noise
14	duckdb:vortex-file-compressed	-10.8%	-2.4%	-8.6%	+14.6%	➖ noise
15	datafusion:arrow	-16.2%	-2.2%	-14.3%	+14.6%	✅ faster
15	datafusion:vortex-compact	-6.2%	-2.2%	-4.1%	+14.6%	➖ noise
15	datafusion:vortex-file-compressed	-7.5%	-2.2%	-5.5%	+14.6%	➖ noise
15	duckdb:duckdb	-4.6%	-2.2%	-2.5%	+14.6%	➖ noise
15	duckdb:vortex-compact	-7.7%	-2.2%	-5.7%	+14.6%	➖ noise
15	duckdb:vortex-file-compressed	-9.1%	-2.2%	-7.1%	+14.6%	➖ noise
16	datafusion:arrow	-11.5%	-11.1%	-0.4%	+14.6%	➖ noise
16	datafusion:vortex-compact	-8.9%	-11.1%	+2.5%	+14.6%	➖ noise
16	datafusion:vortex-file-compressed	-11.8%	-11.1%	-0.8%	+14.6%	➖ noise
16	duckdb:duckdb	-6.7%	-11.1%	+5.0%	+14.6%	➖ noise
16	duckdb:vortex-compact	-6.8%	-11.1%	+4.9%	+14.6%	➖ noise
16	duckdb:vortex-file-compressed	-3.0%	-11.1%	+9.1%	+14.6%	➖ noise
17	datafusion:arrow	-16.0%	-11.3%	-5.2%	+14.6%	➖ noise
17	datafusion:vortex-compact	-11.7%	-11.3%	-0.4%	+14.6%	➖ noise
17	datafusion:vortex-file-compressed	+1.0%	-11.3%	+13.9%	+14.6%	➖ noise
17	duckdb:duckdb	-7.2%	-11.3%	+4.7%	+14.6%	➖ noise
17	duckdb:vortex-compact	+0.2%	-11.3%	+13.0%	+14.6%	➖ noise
17	duckdb:vortex-file-compressed	-13.1%	-11.3%	-1.9%	+14.6%	➖ noise
18	datafusion:arrow	-14.0%	-8.4%	-6.2%	+14.6%	➖ noise
18	datafusion:vortex-compact	-14.4%	-8.4%	-6.6%	+14.6%	➖ noise
18	datafusion:vortex-file-compressed	+9.7%	-8.4%	+19.7%	+14.6%	🚨 regression
18	duckdb:duckdb	-4.3%	-8.4%	+4.4%	+14.6%	➖ noise
18	duckdb:vortex-compact	+3.5%	-8.4%	+12.9%	+14.6%	➖ noise
18	duckdb:vortex-file-compressed	-8.7%	-8.4%	-0.4%	+14.6%	➖ noise
19	datafusion:arrow	-21.7%	-5.9%	-16.8%	+17.5%	✅ faster
19	datafusion:vortex-compact	-5.5%	-5.9%	+0.4%	+14.6%	➖ noise
19	datafusion:vortex-file-compressed	+4.0%	-5.9%	+10.4%	+14.6%	➖ noise
19	duckdb:duckdb	-9.7%	-5.9%	-4.0%	+14.6%	➖ noise
19	duckdb:vortex-compact	+3.9%	-5.9%	+10.4%	+14.6%	➖ noise
19	duckdb:vortex-file-compressed	-15.5%	-5.9%	-10.2%	+14.6%	➖ noise
20	datafusion:arrow	-18.0%	-6.6%	-12.2%	+14.6%	➖ noise
20	datafusion:vortex-compact	-9.7%	-6.6%	-3.3%	+14.6%	➖ noise
20	datafusion:vortex-file-compressed	+12.8%	-6.6%	+20.8%	+14.6%	🚨 regression
20	duckdb:duckdb	-4.7%	-6.6%	+2.0%	+14.6%	➖ noise
20	duckdb:vortex-compact	+3.1%	-6.6%	+10.4%	+14.6%	➖ noise
20	duckdb:vortex-file-compressed	-9.5%	-6.6%	-3.1%	+14.6%	➖ noise
21	datafusion:arrow	-16.0%	-5.3%	-11.3%	+14.6%	➖ noise
21	datafusion:vortex-compact	-12.8%	-5.3%	-7.9%	+14.6%	➖ noise
21	datafusion:vortex-file-compressed	+13.5%	-5.3%	+19.8%	+14.6%	🚨 regression
21	duckdb:duckdb	-8.2%	-5.3%	-3.1%	+14.6%	➖ noise
21	duckdb:vortex-compact	+4.0%	-5.3%	+9.7%	+14.6%	➖ noise
21	duckdb:vortex-file-compressed	-15.0%	-5.3%	-10.3%	+14.6%	➖ noise
22	datafusion:arrow	-6.7%	-7.7%	+1.0%	+14.6%	➖ noise
22	datafusion:vortex-compact	-13.1%	-7.7%	-5.9%	+14.6%	➖ noise
22	datafusion:vortex-file-compressed	+1.7%	-7.7%	+10.1%	+14.6%	➖ noise
22	duckdb:duckdb	-2.7%	-7.7%	+5.3%	+14.6%	➖ noise
22	duckdb:vortex-compact	-2.6%	-7.7%	+5.5%	+14.6%	➖ noise
22	duckdb:vortex-file-compressed	-10.7%	-7.7%	-3.3%	+14.6%	➖ noise

[github-actions]

File Sizes: TPC-H SF=1 on NVME

File Size Changes (18 files changed, -0.0% overall, 0↑ 18↓)

File	Scale	Format	Base	HEAD	Change	%
lineitem_0.vortex	1.0	vortex-file-compressed	85.42 MB	85.42 MB	32 B	-0.0%
lineitem_1.vortex	1.0	vortex-file-compressed	84.90 MB	84.90 MB	32 B	-0.0%
lineitem_1.vortex	1.0	vortex-compact	63.03 MB	63.03 MB	32 B	-0.0%
lineitem_0.vortex	1.0	vortex-compact	63.00 MB	63.00 MB	32 B	-0.0%
orders_0.vortex	1.0	vortex-file-compressed	43.43 MB	43.43 MB	32 B	-0.0%
partsupp_0.vortex	1.0	vortex-file-compressed	35.94 MB	35.94 MB	32 B	-0.0%
orders_0.vortex	1.0	vortex-compact	31.73 MB	31.73 MB	32 B	-0.0%
partsupp_0.vortex	1.0	vortex-compact	25.23 MB	25.23 MB	32 B	-0.0%
customer_0.vortex	1.0	vortex-file-compressed	10.50 MB	10.50 MB	32 B	-0.0%
customer_0.vortex	1.0	vortex-compact	7.43 MB	7.43 MB	32 B	-0.0%
part_0.vortex	1.0	vortex-file-compressed	5.44 MB	5.44 MB	32 B	-0.0%
part_0.vortex	1.0	vortex-compact	3.64 MB	3.64 MB	32 B	-0.0%
supplier_0.vortex	1.0	vortex-file-compressed	706.34 KB	706.31 KB	32 B	-0.0%
supplier_0.vortex	1.0	vortex-compact	496.72 KB	496.69 KB	32 B	-0.0%
nation_0.vortex	1.0	vortex-file-compressed	11.00 KB	10.97 KB	32 B	-0.3%
nation_0.vortex	1.0	vortex-compact	8.34 KB	8.31 KB	32 B	-0.4%
region_0.vortex	1.0	vortex-file-compressed	6.16 KB	6.13 KB	32 B	-0.5%
region_0.vortex	1.0	vortex-compact	5.86 KB	5.82 KB	32 B	-0.5%

Totals:

• vortex-compact: 194.82 MB → 194.82 MB (-0.0%)
• vortex-file-compressed: 266.61 MB → 266.60 MB (-0.0%)

[github-actions]

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +0.4%
Vortex (geomean): 1.019x ➖
Parquet (geomean): 1.014x ➖
Shifts: Parquet (control) +1.4% · Median polish +1.6%

---

datafusion / vortex-file-compressed (1.033x ➖, 0↑ 6↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed	25156828	25852082	0.97
tpcds_q02/datafusion:vortex-file-compressed	48946065	49506079	0.99
tpcds_q03/datafusion:vortex-file-compressed	15204735	15193384	1.00
tpcds_q04/datafusion:vortex-file-compressed	268174024	255329302	1.05
tpcds_q05/datafusion:vortex-file-compressed	44021102	42364545	1.04
tpcds_q06/datafusion:vortex-file-compressed	59791591	59156565	1.01
tpcds_q07/datafusion:vortex-file-compressed	41511133	40946271	1.01
tpcds_q08/datafusion:vortex-file-compressed 🚨	32163064	28563548	1.13
tpcds_q09/datafusion:vortex-file-compressed 🚨	43705976	38862493	1.12
tpcds_q10/datafusion:vortex-file-compressed	39962543	38488785	1.04
tpcds_q11/datafusion:vortex-file-compressed	133796952	130625537	1.02
tpcds_q12/datafusion:vortex-file-compressed	19428066	18904476	1.03
tpcds_q13/datafusion:vortex-file-compressed 🚨	48187176	40135106	1.20
tpcds_q14/datafusion:vortex-file-compressed	170454322	166920626	1.02
tpcds_q15/datafusion:vortex-file-compressed	27698890	28364943	0.98
tpcds_q16/datafusion:vortex-file-compressed	29521320	28934730	1.02
tpcds_q17/datafusion:vortex-file-compressed	64411121	61530732	1.05
tpcds_q18/datafusion:vortex-file-compressed	71135560	68448151	1.04
tpcds_q19/datafusion:vortex-file-compressed	22321112	21634552	1.03
tpcds_q20/datafusion:vortex-file-compressed	21207094	22030188	0.96
tpcds_q21/datafusion:vortex-file-compressed	35180110	35683883	0.99
tpcds_q22/datafusion:vortex-file-compressed	113358958	112728321	1.01
tpcds_q23/datafusion:vortex-file-compressed	159029620	154586914	1.03
tpcds_q24/datafusion:vortex-file-compressed	84532566	83950687	1.01
tpcds_q25/datafusion:vortex-file-compressed	65566206	65141797	1.01
tpcds_q26/datafusion:vortex-file-compressed	34548648	33729907	1.02
tpcds_q27/datafusion:vortex-file-compressed	102658094	100944007	1.02
tpcds_q28/datafusion:vortex-file-compressed	33833664	33768834	1.00
tpcds_q29/datafusion:vortex-file-compressed	65321836	63142166	1.03
tpcds_q30/datafusion:vortex-file-compressed	23644920	22799523	1.04
tpcds_q31/datafusion:vortex-file-compressed	75172905	76877535	0.98
tpcds_q32/datafusion:vortex-file-compressed	20771148	20130702	1.03
tpcds_q33/datafusion:vortex-file-compressed	30558457	30235253	1.01
tpcds_q34/datafusion:vortex-file-compressed	24814778	23810945	1.04
tpcds_q35/datafusion:vortex-file-compressed	46269163	45174165	1.02
tpcds_q36/datafusion:vortex-file-compressed	58174940	57265137	1.02
tpcds_q37/datafusion:vortex-file-compressed	24907905	23624944	1.05
tpcds_q38/datafusion:vortex-file-compressed	44280349	42689673	1.04
tpcds_q39/datafusion:vortex-file-compressed	109059820	105996885	1.03
tpcds_q40/datafusion:vortex-file-compressed	33338838	32812016	1.02
tpcds_q41/datafusion:vortex-file-compressed	16352868	15158882	1.08
tpcds_q42/datafusion:vortex-file-compressed	14218456	14232104	1.00
tpcds_q43/datafusion:vortex-file-compressed	19446628	18687570	1.04
tpcds_q44/datafusion:vortex-file-compressed	32947345	32953714	1.00
tpcds_q45/datafusion:vortex-file-compressed	27956881	27322794	1.02
tpcds_q46/datafusion:vortex-file-compressed	34264627	34470930	0.99
tpcds_q47/datafusion:vortex-file-compressed	135135401	131335876	1.03
tpcds_q48/datafusion:vortex-file-compressed	37432320	35482426	1.05
tpcds_q49/datafusion:vortex-file-compressed	58251975	57335818	1.02
tpcds_q50/datafusion:vortex-file-compressed	40727760	38844584	1.05
tpcds_q51/datafusion:vortex-file-compressed	89474191	86427519	1.04
tpcds_q52/datafusion:vortex-file-compressed	14716688	13570710	1.08
tpcds_q53/datafusion:vortex-file-compressed	21292308	20745292	1.03
tpcds_q54/datafusion:vortex-file-compressed	35211562	34378857	1.02
tpcds_q55/datafusion:vortex-file-compressed	14215120	14512545	0.98
tpcds_q56/datafusion:vortex-file-compressed	30215784	29098183	1.04
tpcds_q57/datafusion:vortex-file-compressed	111380144	104433438	1.07
tpcds_q58/datafusion:vortex-file-compressed	52385332	52256462	1.00
tpcds_q59/datafusion:vortex-file-compressed	56234596	56381303	1.00
tpcds_q60/datafusion:vortex-file-compressed	30387340	29391162	1.03
tpcds_q61/datafusion:vortex-file-compressed	41613669	40393295	1.03
tpcds_q62/datafusion:vortex-file-compressed 🚨	27473499	20972489	1.31
tpcds_q63/datafusion:vortex-file-compressed	21679970	20883097	1.04
tpcds_q64/datafusion:vortex-file-compressed	425016436	400415341	1.06
tpcds_q65/datafusion:vortex-file-compressed	39300892	40123571	0.98
tpcds_q66/datafusion:vortex-file-compressed	73125557	71961221	1.02
tpcds_q67/datafusion:vortex-file-compressed	152026914	146879782	1.04
tpcds_q68/datafusion:vortex-file-compressed	33160809	32470555	1.02
tpcds_q69/datafusion:vortex-file-compressed	36969134	35581809	1.04
tpcds_q70/datafusion:vortex-file-compressed	86602488	84852540	1.02
tpcds_q71/datafusion:vortex-file-compressed	23390712	22891066	1.02
tpcds_q72/datafusion:vortex-file-compressed	2188035668	2111771055	1.04
tpcds_q73/datafusion:vortex-file-compressed	23160010	22113346	1.05
tpcds_q74/datafusion:vortex-file-compressed	79875846	80413314	0.99
tpcds_q75/datafusion:vortex-file-compressed	108081257	104727792	1.03
tpcds_q76/datafusion:vortex-file-compressed 🚨	32188880	23769608	1.35
tpcds_q77/datafusion:vortex-file-compressed	41508042	40384763	1.03
tpcds_q78/datafusion:vortex-file-compressed	124191819	122703857	1.01
tpcds_q79/datafusion:vortex-file-compressed	27727597	27376775	1.01
tpcds_q80/datafusion:vortex-file-compressed	93022133	92588146	1.00
tpcds_q81/datafusion:vortex-file-compressed	24659047	23917995	1.03
tpcds_q82/datafusion:vortex-file-compressed	25071773	25598450	0.98
tpcds_q83/datafusion:vortex-file-compressed 🚨	37009727	33156299	1.12
tpcds_q84/datafusion:vortex-file-compressed	12797707	12247848	1.04
tpcds_q85/datafusion:vortex-file-compressed	92077960	90233851	1.02
tpcds_q86/datafusion:vortex-file-compressed	16146348	16326646	0.99
tpcds_q87/datafusion:vortex-file-compressed	45083544	41862817	1.08
tpcds_q88/datafusion:vortex-file-compressed	56301275	54895639	1.03
tpcds_q89/datafusion:vortex-file-compressed	24733502	25055464	0.99
tpcds_q90/datafusion:vortex-file-compressed	14719718	14361310	1.02
tpcds_q91/datafusion:vortex-file-compressed	18549040	18091048	1.03
tpcds_q92/datafusion:vortex-file-compressed	18564370	17235043	1.08
tpcds_q93/datafusion:vortex-file-compressed	34180123	33889338	1.01
tpcds_q94/datafusion:vortex-file-compressed	24550350	22556755	1.09
tpcds_q95/datafusion:vortex-file-compressed	62523812	60300302	1.04
tpcds_q96/datafusion:vortex-file-compressed	14276089	13961269	1.02
tpcds_q97/datafusion:vortex-file-compressed	31553443	30893689	1.02
tpcds_q98/datafusion:vortex-file-compressed	24043960	23463230	1.02
tpcds_q99/datafusion:vortex-file-compressed	31609341	31601127	1.00

datafusion / vortex-compact (1.025x ➖, 0↑ 3↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	25951685	25272379	1.03
tpcds_q02/datafusion:vortex-compact	55163654	52406616	1.05
tpcds_q03/datafusion:vortex-compact	19739235	19586811	1.01
tpcds_q04/datafusion:vortex-compact	300609197	282859447	1.06
tpcds_q05/datafusion:vortex-compact	48852612	46678135	1.05
tpcds_q06/datafusion:vortex-compact	63228880	60300119	1.05
tpcds_q07/datafusion:vortex-compact	51941738	52031426	1.00
tpcds_q08/datafusion:vortex-compact	35914286	36227614	0.99
tpcds_q09/datafusion:vortex-compact	52059267	52628745	0.99
tpcds_q10/datafusion:vortex-compact	49932125	48873123	1.02
tpcds_q11/datafusion:vortex-compact	156361677	151852913	1.03
tpcds_q12/datafusion:vortex-compact	24583624	24059798	1.02
tpcds_q13/datafusion:vortex-compact	132228077	122901511	1.08
tpcds_q14/datafusion:vortex-compact	203190825	196510006	1.03
tpcds_q15/datafusion:vortex-compact	31499712	30993583	1.02
tpcds_q16/datafusion:vortex-compact	33155643	32359007	1.02
tpcds_q17/datafusion:vortex-compact	73126938	73491216	1.00
tpcds_q18/datafusion:vortex-compact	79117004	77647176	1.02
tpcds_q19/datafusion:vortex-compact	29994014	29602865	1.01
tpcds_q20/datafusion:vortex-compact	26849023	25343769	1.06
tpcds_q21/datafusion:vortex-compact	40328413	38665439	1.04
tpcds_q22/datafusion:vortex-compact	130887858	123196756	1.06
tpcds_q23/datafusion:vortex-compact	170310685	164667424	1.03
tpcds_q24/datafusion:vortex-compact	96539047	103499838	0.93
tpcds_q25/datafusion:vortex-compact	79880189	77772830	1.03
tpcds_q26/datafusion:vortex-compact	45890949	44025663	1.04
tpcds_q27/datafusion:vortex-compact	127668638	126551963	1.01
tpcds_q28/datafusion:vortex-compact	102464206	94989549	1.08
tpcds_q29/datafusion:vortex-compact	73977528	72764485	1.02
tpcds_q30/datafusion:vortex-compact	29353713	26738334	1.10
tpcds_q31/datafusion:vortex-compact	97301776	97319088	1.00
tpcds_q32/datafusion:vortex-compact	24987593	24910014	1.00
tpcds_q33/datafusion:vortex-compact	36135867	36872681	0.98
tpcds_q34/datafusion:vortex-compact	33073552	32394406	1.02
tpcds_q35/datafusion:vortex-compact	52940310	51487147	1.03
tpcds_q36/datafusion:vortex-compact	77074047	75911814	1.02
tpcds_q37/datafusion:vortex-compact	35085304	33118016	1.06
tpcds_q38/datafusion:vortex-compact	52691710	49936605	1.06
tpcds_q39/datafusion:vortex-compact	111904200	110943659	1.01
tpcds_q40/datafusion:vortex-compact	35945466	36228439	0.99
tpcds_q41/datafusion:vortex-compact	17186573	16514556	1.04
tpcds_q42/datafusion:vortex-compact	18073608	17489354	1.03
tpcds_q43/datafusion:vortex-compact	25009537	24843985	1.01
tpcds_q44/datafusion:vortex-compact	47669083	47389714	1.01
tpcds_q45/datafusion:vortex-compact	32362372	32517918	1.00
tpcds_q46/datafusion:vortex-compact	44043804	44663272	0.99
tpcds_q47/datafusion:vortex-compact	151984595	148123820	1.03
tpcds_q48/datafusion:vortex-compact	83803556	79835129	1.05
tpcds_q49/datafusion:vortex-compact	69622803	68270511	1.02
tpcds_q50/datafusion:vortex-compact	47036246	46537443	1.01
tpcds_q51/datafusion:vortex-compact	95330399	96025151	0.99
tpcds_q52/datafusion:vortex-compact	18576905	18303648	1.01
tpcds_q53/datafusion:vortex-compact	27803285	27454485	1.01
tpcds_q54/datafusion:vortex-compact	42012760	41881096	1.00
tpcds_q55/datafusion:vortex-compact	17766711	18413980	0.96
tpcds_q56/datafusion:vortex-compact	35822985	34682758	1.03
tpcds_q57/datafusion:vortex-compact	117739624	114182195	1.03
tpcds_q58/datafusion:vortex-compact	60594473	61292509	0.99
tpcds_q59/datafusion:vortex-compact	69801116	68999390	1.01
tpcds_q60/datafusion:vortex-compact	36718514	34936055	1.05
tpcds_q61/datafusion:vortex-compact	54497403	54289613	1.00
tpcds_q62/datafusion:vortex-compact 🚨	31013014	23770634	1.30
tpcds_q63/datafusion:vortex-compact	28329050	28232985	1.00
tpcds_q64/datafusion:vortex-compact	469271407	448599474	1.05
tpcds_q65/datafusion:vortex-compact	53525673	52904087	1.01
tpcds_q66/datafusion:vortex-compact	77711757	76548034	1.02
tpcds_q67/datafusion:vortex-compact	156228103	163692055	0.95
tpcds_q68/datafusion:vortex-compact	44502364	46048835	0.97
tpcds_q69/datafusion:vortex-compact	47729680	47004294	1.02
tpcds_q70/datafusion:vortex-compact	99568654	100806920	0.99
tpcds_q71/datafusion:vortex-compact	30163090	32641010	0.92
tpcds_q72/datafusion:vortex-compact	2167367627	2133703098	1.02
tpcds_q73/datafusion:vortex-compact	31202384	30804331	1.01
tpcds_q74/datafusion:vortex-compact	97527511	95405598	1.02
tpcds_q75/datafusion:vortex-compact	129961458	127425994	1.02
tpcds_q76/datafusion:vortex-compact	32879231	30465805	1.08
tpcds_q77/datafusion:vortex-compact	50426125	51675513	0.98
tpcds_q78/datafusion:vortex-compact	140923807	137327240	1.03
tpcds_q79/datafusion:vortex-compact	39723314	36738379	1.08
tpcds_q80/datafusion:vortex-compact	105874872	101750004	1.04
tpcds_q81/datafusion:vortex-compact	28020154	27221432	1.03
tpcds_q82/datafusion:vortex-compact	34571813	34373220	1.01
tpcds_q83/datafusion:vortex-compact	34064193	32847296	1.04
tpcds_q84/datafusion:vortex-compact	15096804	13923703	1.08
tpcds_q85/datafusion:vortex-compact 🚨	175160672	155199781	1.13
tpcds_q86/datafusion:vortex-compact 🚨	21787505	17720305	1.23
tpcds_q87/datafusion:vortex-compact	52100943	49951372	1.04
tpcds_q88/datafusion:vortex-compact	76401681	76312863	1.00
tpcds_q89/datafusion:vortex-compact	31289634	31716242	0.99
tpcds_q90/datafusion:vortex-compact	15248052	14610030	1.04
tpcds_q91/datafusion:vortex-compact	32725834	32398151	1.01
tpcds_q92/datafusion:vortex-compact	22536443	23059626	0.98
tpcds_q93/datafusion:vortex-compact	38848559	37360827	1.04
tpcds_q94/datafusion:vortex-compact	27752683	26333240	1.05
tpcds_q95/datafusion:vortex-compact	66318229	64295574	1.03
tpcds_q96/datafusion:vortex-compact	17428030	17353004	1.00
tpcds_q97/datafusion:vortex-compact	36094511	35502549	1.02
tpcds_q98/datafusion:vortex-compact	30957497	30031203	1.03
tpcds_q99/datafusion:vortex-compact	35462238	34241485	1.04

datafusion / parquet (1.010x ➖, 0↑ 1↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	30158798	29968182	1.01
tpcds_q02/datafusion:parquet	42446233	43809942	0.97
tpcds_q03/datafusion:parquet	13075912	13413403	0.97
tpcds_q04/datafusion:parquet	266692299	285207526	0.94
tpcds_q05/datafusion:parquet	40638803	41724475	0.97
tpcds_q06/datafusion:parquet	59548761	59101504	1.01
tpcds_q07/datafusion:parquet	78885951	76330553	1.03
tpcds_q08/datafusion:parquet	27438825	26241467	1.05
tpcds_q09/datafusion:parquet	45335786	44905695	1.01
tpcds_q10/datafusion:parquet	74086071	67910447	1.09
tpcds_q11/datafusion:parquet	153383631	154056658	1.00
tpcds_q12/datafusion:parquet	18132649	18362128	0.99
tpcds_q13/datafusion:parquet	77933433	75514775	1.03
tpcds_q14/datafusion:parquet	163097851	167911863	0.97
tpcds_q15/datafusion:parquet	21572582	22238105	0.97
tpcds_q16/datafusion:parquet	24137778	23957304	1.01
tpcds_q17/datafusion:parquet	62370560	63916534	0.98
tpcds_q18/datafusion:parquet	116349834	114502324	1.02
tpcds_q19/datafusion:parquet	22648054	22772969	0.99
tpcds_q20/datafusion:parquet	16213244	16277269	1.00
tpcds_q21/datafusion:parquet	18399832	19277799	0.95
tpcds_q22/datafusion:parquet 🚨	178249181	148134120	1.20
tpcds_q23/datafusion:parquet	144553444	148397771	0.97
tpcds_q24/datafusion:parquet	91208710	89757857	1.02
tpcds_q25/datafusion:parquet	65843476	65573875	1.00
tpcds_q26/datafusion:parquet	64089446	64464379	0.99
tpcds_q27/datafusion:parquet	150514008	146593041	1.03
tpcds_q28/datafusion:parquet	46300627	46618920	0.99
tpcds_q29/datafusion:parquet	64709185	65503160	0.99
tpcds_q30/datafusion:parquet	35885063	34490155	1.04
tpcds_q31/datafusion:parquet	66062543	64992732	1.02
tpcds_q32/datafusion:parquet	18245325	18007991	1.01
tpcds_q33/datafusion:parquet	26457958	27930044	0.95
tpcds_q34/datafusion:parquet	20696456	20836205	0.99
tpcds_q35/datafusion:parquet	69376152	68433965	1.01
tpcds_q36/datafusion:parquet	58691144	57149998	1.03
tpcds_q37/datafusion:parquet	20069486	18757852	1.07
tpcds_q38/datafusion:parquet	41804792	39987481	1.05
tpcds_q39/datafusion:parquet	73147453	73428560	1.00
tpcds_q40/datafusion:parquet	23441658	23702330	0.99
tpcds_q41/datafusion:parquet	13640276	13115351	1.04
tpcds_q42/datafusion:parquet	11757066	11928590	0.99
tpcds_q43/datafusion:parquet	17473497	16834651	1.04
tpcds_q44/datafusion:parquet	33480066	32930261	1.02
tpcds_q45/datafusion:parquet	29573736	27709812	1.07
tpcds_q46/datafusion:parquet	32124378	31112754	1.03
tpcds_q47/datafusion:parquet	126235302	125350023	1.01
tpcds_q48/datafusion:parquet	68632185	67890690	1.01
tpcds_q49/datafusion:parquet	56086792	55189877	1.02
tpcds_q50/datafusion:parquet	43040360	43108213	1.00
tpcds_q51/datafusion:parquet	83140592	83610404	0.99
tpcds_q52/datafusion:parquet	12486296	12132269	1.03
tpcds_q53/datafusion:parquet	17596715	17496247	1.01
tpcds_q54/datafusion:parquet	34341509	34222068	1.00
tpcds_q55/datafusion:parquet	11200830	11225476	1.00
tpcds_q56/datafusion:parquet	27454679	26796473	1.02
tpcds_q57/datafusion:parquet	96862814	92313382	1.05
tpcds_q58/datafusion:parquet	50041171	49560211	1.01
tpcds_q59/datafusion:parquet	57469213	57426037	1.00
tpcds_q60/datafusion:parquet	27421076	27933665	0.98
tpcds_q61/datafusion:parquet	41768624	42009228	0.99
tpcds_q62/datafusion:parquet	25025033	25107031	1.00
tpcds_q63/datafusion:parquet	17812251	17566016	1.01
tpcds_q64/datafusion:parquet	519481975	515446143	1.01
tpcds_q65/datafusion:parquet	38028798	37231462	1.02
tpcds_q66/datafusion:parquet	72580304	66238262	1.10
tpcds_q67/datafusion:parquet	142654072	145085774	0.98
tpcds_q68/datafusion:parquet	31266099	31461997	0.99
tpcds_q69/datafusion:parquet	66652527	63079367	1.06
tpcds_q70/datafusion:parquet	86699846	84846580	1.02
tpcds_q71/datafusion:parquet	22733576	22746347	1.00
tpcds_q72/datafusion:parquet	619269119	604164611	1.03
tpcds_q73/datafusion:parquet	22743836	20783157	1.09
tpcds_q74/datafusion:parquet	81070817	83144728	0.98
tpcds_q75/datafusion:parquet	99188994	97582443	1.02
tpcds_q76/datafusion:parquet	29467126	31290440	0.94
tpcds_q77/datafusion:parquet	38883098	39554697	0.98
tpcds_q78/datafusion:parquet	114719325	113578724	1.01
tpcds_q79/datafusion:parquet	26450875	26505599	1.00
tpcds_q80/datafusion:parquet	79637553	79020684	1.01
tpcds_q81/datafusion:parquet	31972123	31235660	1.02
tpcds_q82/datafusion:parquet	19099360	18946727	1.01
tpcds_q83/datafusion:parquet	36264742	36072969	1.01
tpcds_q84/datafusion:parquet	39314114	38522786	1.02
tpcds_q85/datafusion:parquet	147164430	146322616	1.01
tpcds_q86/datafusion:parquet	16224779	15545240	1.04
tpcds_q87/datafusion:parquet	40885921	41291517	0.99
tpcds_q88/datafusion:parquet	59553248	59014241	1.01
tpcds_q89/datafusion:parquet	21363168	20837015	1.03
tpcds_q90/datafusion:parquet	14158416	14004608	1.01
tpcds_q91/datafusion:parquet	59126362	56602238	1.04
tpcds_q92/datafusion:parquet	18264643	17583447	1.04
tpcds_q93/datafusion:parquet	32670549	32221584	1.01
tpcds_q94/datafusion:parquet	19559234	20346447	0.96
tpcds_q95/datafusion:parquet	58794797	59591154	0.99
tpcds_q96/datafusion:parquet	12624299	12028091	1.05
tpcds_q97/datafusion:parquet	28885897	28891513	1.00
tpcds_q98/datafusion:parquet	22197046	20681547	1.07
tpcds_q99/datafusion:parquet	25875684	28265780	0.92

duckdb / vortex-file-compressed (1.007x ➖, 7↑ 2↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed 🚀	23854373	26949636	0.89
tpcds_q02/duckdb:vortex-file-compressed	36657521	34178254	1.07
tpcds_q03/duckdb:vortex-file-compressed	26608665	26485765	1.00
tpcds_q04/duckdb:vortex-file-compressed	93863323	95224060	0.99
tpcds_q05/duckdb:vortex-file-compressed	33881920	33446573	1.01
tpcds_q06/duckdb:vortex-file-compressed	33511899	33197290	1.01
tpcds_q07/duckdb:vortex-file-compressed	21675978	21586995	1.00
tpcds_q08/duckdb:vortex-file-compressed	29507629	26889807	1.10
tpcds_q09/duckdb:vortex-file-compressed	15894280	16047852	0.99
tpcds_q10/duckdb:vortex-file-compressed	37333527	36794545	1.01
tpcds_q11/duckdb:vortex-file-compressed	65178469	64404220	1.01
tpcds_q12/duckdb:vortex-file-compressed	16341263	15529571	1.05
tpcds_q13/duckdb:vortex-file-compressed	33129292	32974865	1.00
tpcds_q14/duckdb:vortex-file-compressed	97811783	96446034	1.01
tpcds_q15/duckdb:vortex-file-compressed	27086074	26107752	1.04
tpcds_q16/duckdb:vortex-file-compressed	26904388	25994709	1.03
tpcds_q17/duckdb:vortex-file-compressed	45139325	45713346	0.99
tpcds_q18/duckdb:vortex-file-compressed	38235335	37509853	1.02
tpcds_q19/duckdb:vortex-file-compressed	31941313	31159890	1.03
tpcds_q20/duckdb:vortex-file-compressed	17350829	16577191	1.05
tpcds_q21/duckdb:vortex-file-compressed	17245271	17236931	1.00
tpcds_q22/duckdb:vortex-file-compressed	76823430	76297713	1.01
tpcds_q23/duckdb:vortex-file-compressed	96868649	105074989	0.92
tpcds_q24/duckdb:vortex-file-compressed	48388075	47081244	1.03
tpcds_q25/duckdb:vortex-file-compressed 🚀	42850524	51124632	0.84
tpcds_q26/duckdb:vortex-file-compressed	19541265	20080554	0.97
tpcds_q27/duckdb:vortex-file-compressed	23592506	23032990	1.02
tpcds_q28/duckdb:vortex-file-compressed	12799583	12695164	1.01
tpcds_q29/duckdb:vortex-file-compressed	40757769	42947132	0.95
tpcds_q30/duckdb:vortex-file-compressed	26606090	25823018	1.03
tpcds_q31/duckdb:vortex-file-compressed	29347773	28291145	1.04
tpcds_q32/duckdb:vortex-file-compressed	13998361	13653796	1.03
tpcds_q33/duckdb:vortex-file-compressed	24512094	22877290	1.07
tpcds_q34/duckdb:vortex-file-compressed	24682409	24541257	1.01
tpcds_q35/duckdb:vortex-file-compressed	64438348	65449460	0.98
tpcds_q36/duckdb:vortex-file-compressed	24078564	24978425	0.96
tpcds_q37/duckdb:vortex-file-compressed	20588297	19868527	1.04
tpcds_q38/duckdb:vortex-file-compressed	36043406	35589703	1.01
tpcds_q39/duckdb:vortex-file-compressed	35533310	35466147	1.00
tpcds_q40/duckdb:vortex-file-compressed	20219814	19373688	1.04
tpcds_q41/duckdb:vortex-file-compressed	10144565	10133734	1.00
tpcds_q42/duckdb:vortex-file-compressed	13364493	13578565	0.98
tpcds_q43/duckdb:vortex-file-compressed	20349009	21317284	0.95
tpcds_q44/duckdb:vortex-file-compressed	21565077	20727586	1.04
tpcds_q45/duckdb:vortex-file-compressed	31042433	29425839	1.05
tpcds_q46/duckdb:vortex-file-compressed	32533602	33929207	0.96
tpcds_q47/duckdb:vortex-file-compressed	53195731	52508971	1.01
tpcds_q48/duckdb:vortex-file-compressed	29397599	28703645	1.02
tpcds_q49/duckdb:vortex-file-compressed	34211536	33137241	1.03
tpcds_q50/duckdb:vortex-file-compressed 🚀	26478605	29940817	0.88
tpcds_q51/duckdb:vortex-file-compressed	103618495	104543005	0.99
tpcds_q52/duckdb:vortex-file-compressed	13366469	13085909	1.02
tpcds_q53/duckdb:vortex-file-compressed	22918255	22276808	1.03
tpcds_q54/duckdb:vortex-file-compressed	29083203	27980552	1.04
tpcds_q55/duckdb:vortex-file-compressed	12811579	12234624	1.05
tpcds_q56/duckdb:vortex-file-compressed	25613337	24600202	1.04
tpcds_q57/duckdb:vortex-file-compressed	42139631	41992174	1.00
tpcds_q58/duckdb:vortex-file-compressed	29068465	29488557	0.99
tpcds_q59/duckdb:vortex-file-compressed 🚀	56197881	67523802	0.83
tpcds_q60/duckdb:vortex-file-compressed	27028076	25523971	1.06
tpcds_q61/duckdb:vortex-file-compressed	30244787	30456459	0.99
tpcds_q62/duckdb:vortex-file-compressed	16115303	15341496	1.05
tpcds_q63/duckdb:vortex-file-compressed	20765043	20468523	1.01
tpcds_q64/duckdb:vortex-file-compressed	100273448	100286076	1.00
tpcds_q65/duckdb:vortex-file-compressed	22217834	22961209	0.97
tpcds_q66/duckdb:vortex-file-compressed	30501175	28057824	1.09
tpcds_q67/duckdb:vortex-file-compressed	146591297	140235950	1.05
tpcds_q68/duckdb:vortex-file-compressed	29531138	31155005	0.95
tpcds_q69/duckdb:vortex-file-compressed	41786992	39689846	1.05
tpcds_q70/duckdb:vortex-file-compressed	38189577	37311831	1.02
tpcds_q71/duckdb:vortex-file-compressed	20861522	20625317	1.01
tpcds_q72/duckdb:vortex-file-compressed	170208978	169402982	1.00
tpcds_q73/duckdb:vortex-file-compressed	24845816	24525440	1.01
tpcds_q74/duckdb:vortex-file-compressed	43710755	41813607	1.05
tpcds_q75/duckdb:vortex-file-compressed	50586649	50287468	1.01
tpcds_q76/duckdb:vortex-file-compressed 🚨	21001077	17226204	1.22
tpcds_q77/duckdb:vortex-file-compressed	23365017	22461401	1.04
tpcds_q78/duckdb:vortex-file-compressed	78844248	81156774	0.97
tpcds_q79/duckdb:vortex-file-compressed	23996717	25408438	0.94
tpcds_q80/duckdb:vortex-file-compressed	46477832	46817046	0.99
tpcds_q81/duckdb:vortex-file-compressed	31342557	29088571	1.08
tpcds_q82/duckdb:vortex-file-compressed	46824662	47055970	1.00
tpcds_q83/duckdb:vortex-file-compressed	27851184	26262241	1.06
tpcds_q84/duckdb:vortex-file-compressed 🚀	17470386	20338565	0.86
tpcds_q85/duckdb:vortex-file-compressed 🚀	40819357	46085509	0.89
tpcds_q86/duckdb:vortex-file-compressed	16450104	17635736	0.93
tpcds_q87/duckdb:vortex-file-compressed	41014202	40319542	1.02
tpcds_q88/duckdb:vortex-file-compressed	53956919	50994918	1.06
tpcds_q89/duckdb:vortex-file-compressed	23059997	21216092	1.09
tpcds_q90/duckdb:vortex-file-compressed	11091443	10264792	1.08
tpcds_q91/duckdb:vortex-file-compressed	22499430	24666839	0.91
tpcds_q92/duckdb:vortex-file-compressed	20066162	18930769	1.06
tpcds_q93/duckdb:vortex-file-compressed	29296694	29199712	1.00
tpcds_q94/duckdb:vortex-file-compressed	22257510	20860903	1.07
tpcds_q95/duckdb:vortex-file-compressed	163858329	155929140	1.05
tpcds_q96/duckdb:vortex-file-compressed 🚨	12828702	11647854	1.10
tpcds_q97/duckdb:vortex-file-compressed	38813834	38806402	1.00
tpcds_q98/duckdb:vortex-file-compressed	19357692	18845447	1.03
tpcds_q99/duckdb:vortex-file-compressed 🚀	22688663	26607619	0.85

duckdb / vortex-compact (1.013x ➖, 5↑ 4↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact	27035958	24909635	1.09
tpcds_q02/duckdb:vortex-compact 🚨	39508680	32235957	1.23
tpcds_q03/duckdb:vortex-compact	49257487	49577151	0.99
tpcds_q04/duckdb:vortex-compact	102162038	104446093	0.98
tpcds_q05/duckdb:vortex-compact	41754772	40985788	1.02
tpcds_q06/duckdb:vortex-compact	38857564	38172107	1.02
tpcds_q07/duckdb:vortex-compact	35664520	34168754	1.04
tpcds_q08/duckdb:vortex-compact	41301212	41584426	0.99
tpcds_q09/duckdb:vortex-compact	19580884	20697321	0.95
tpcds_q10/duckdb:vortex-compact	54220617	51950825	1.04
tpcds_q11/duckdb:vortex-compact	76167308	71936293	1.06
tpcds_q12/duckdb:vortex-compact	21853493	21613181	1.01
tpcds_q13/duckdb:vortex-compact	52099615	50793364	1.03
tpcds_q14/duckdb:vortex-compact	122886269	116456683	1.06
tpcds_q15/duckdb:vortex-compact	30683774	30956087	0.99
tpcds_q16/duckdb:vortex-compact	28383414	26350415	1.08
tpcds_q17/duckdb:vortex-compact	58527500	55350805	1.06
tpcds_q18/duckdb:vortex-compact	50772072	49812145	1.02
tpcds_q19/duckdb:vortex-compact	44360812	42844932	1.04
tpcds_q20/duckdb:vortex-compact	21076739	20557199	1.03
tpcds_q21/duckdb:vortex-compact	18614113	17922566	1.04
tpcds_q22/duckdb:vortex-compact	80924254	80006901	1.01
tpcds_q23/duckdb:vortex-compact 🚀	100065743	114907576	0.87
tpcds_q24/duckdb:vortex-compact	59285248	57000665	1.04
tpcds_q25/duckdb:vortex-compact 🚀	58022931	80981293	0.72
tpcds_q26/duckdb:vortex-compact	31718321	30511095	1.04
tpcds_q27/duckdb:vortex-compact	37584160	35556948	1.06
tpcds_q28/duckdb:vortex-compact	34658311	33408675	1.04
tpcds_q29/duckdb:vortex-compact	53810580	53851136	1.00
tpcds_q30/duckdb:vortex-compact	29561605	30119046	0.98
tpcds_q31/duckdb:vortex-compact	36959372	34339388	1.08
tpcds_q32/duckdb:vortex-compact	22023306	20691101	1.06
tpcds_q33/duckdb:vortex-compact	33232734	32404978	1.03
tpcds_q34/duckdb:vortex-compact	31595832	30556513	1.03
tpcds_q35/duckdb:vortex-compact	78057860	73791270	1.06
tpcds_q36/duckdb:vortex-compact	36465807	36534066	1.00
tpcds_q37/duckdb:vortex-compact	24276936	23491091	1.03
tpcds_q38/duckdb:vortex-compact	41719837	40498397	1.03
tpcds_q39/duckdb:vortex-compact	39880755	37468292	1.06
tpcds_q40/duckdb:vortex-compact	24217773	24098218	1.00
tpcds_q41/duckdb:vortex-compact	12189790	11771794	1.04
tpcds_q42/duckdb:vortex-compact	19786487	19487540	1.02
tpcds_q43/duckdb:vortex-compact	32448203	32464680	1.00
tpcds_q44/duckdb:vortex-compact	30030791	28699102	1.05
tpcds_q45/duckdb:vortex-compact	37163839	36767349	1.01
tpcds_q46/duckdb:vortex-compact	44416641	44931733	0.99
tpcds_q47/duckdb:vortex-compact	62887876	62096842	1.01
tpcds_q48/duckdb:vortex-compact	45770213	45084569	1.02
tpcds_q49/duckdb:vortex-compact	50493419	51106068	0.99
tpcds_q50/duckdb:vortex-compact	40558096	37109973	1.09
tpcds_q51/duckdb:vortex-compact	112567845	111317386	1.01
tpcds_q52/duckdb:vortex-compact 🚨	20938991	18462951	1.13
tpcds_q53/duckdb:vortex-compact	33284524	32265021	1.03
tpcds_q54/duckdb:vortex-compact	37966634	38801737	0.98
tpcds_q55/duckdb:vortex-compact	18162378	18834060	0.96
tpcds_q56/duckdb:vortex-compact 🚨	34684335	30512618	1.14
tpcds_q57/duckdb:vortex-compact	46557239	44586035	1.04
tpcds_q58/duckdb:vortex-compact	37974717	36345332	1.04
tpcds_q59/duckdb:vortex-compact 🚀	65362111	88466593	0.74
tpcds_q60/duckdb:vortex-compact 🚀	34372105	38387361	0.90
tpcds_q61/duckdb:vortex-compact	53735068	53796849	1.00
tpcds_q62/duckdb:vortex-compact	21519661	21159771	1.02
tpcds_q63/duckdb:vortex-compact	33152866	31967056	1.04
tpcds_q64/duckdb:vortex-compact	125753726	134451501	0.94
tpcds_q65/duckdb:vortex-compact 🚨	33582700	30046811	1.12
tpcds_q66/duckdb:vortex-compact	36772412	35357180	1.04
tpcds_q67/duckdb:vortex-compact	150852028	151982876	0.99
tpcds_q68/duckdb:vortex-compact	45777166	48226809	0.95
tpcds_q69/duckdb:vortex-compact	55751053	54493049	1.02
tpcds_q70/duckdb:vortex-compact	59284639	58053362	1.02
tpcds_q71/duckdb:vortex-compact	30202477	29306804	1.03
tpcds_q72/duckdb:vortex-compact	186079080	182421770	1.02
tpcds_q73/duckdb:vortex-compact	28442156	27831210	1.02
tpcds_q74/duckdb:vortex-compact	50876057	48194778	1.06
tpcds_q75/duckdb:vortex-compact	63124441	63683405	0.99
tpcds_q76/duckdb:vortex-compact	29106815	28934686	1.01
tpcds_q77/duckdb:vortex-compact	39486147	36654672	1.08
tpcds_q78/duckdb:vortex-compact	90714391	88079720	1.03
tpcds_q79/duckdb:vortex-compact	42713336	42687882	1.00
tpcds_q80/duckdb:vortex-compact	70833306	68636047	1.03
tpcds_q81/duckdb:vortex-compact	33896729	32854897	1.03
tpcds_q82/duckdb:vortex-compact	50419030	51268384	0.98
tpcds_q83/duckdb:vortex-compact	36976705	34183365	1.08
tpcds_q84/duckdb:vortex-compact 🚀	21418728	27804846	0.77
tpcds_q85/duckdb:vortex-compact	55631129	59765096	0.93
tpcds_q86/duckdb:vortex-compact	22236823	21138586	1.05
tpcds_q87/duckdb:vortex-compact	44913692	44981852	1.00
tpcds_q88/duckdb:vortex-compact	78044747	75545091	1.03
tpcds_q89/duckdb:vortex-compact	33285432	32330995	1.03
tpcds_q90/duckdb:vortex-compact	11170160	11147793	1.00
tpcds_q91/duckdb:vortex-compact	42350617	43044954	0.98
tpcds_q92/duckdb:vortex-compact	44129606	46866217	0.94
tpcds_q93/duckdb:vortex-compact	32671608	33130399	0.99
tpcds_q94/duckdb:vortex-compact	28428503	26833015	1.06
tpcds_q95/duckdb:vortex-compact	175157931	161915824	1.08
tpcds_q96/duckdb:vortex-compact	16157372	16095360	1.00
tpcds_q97/duckdb:vortex-compact	41133593	42824752	0.96
tpcds_q98/duckdb:vortex-compact	28308273	26747337	1.06
tpcds_q99/duckdb:vortex-compact	30706966	28355952	1.08

duckdb / parquet (1.017x ➖, 0↑ 2↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	30667548	29442668	1.04
tpcds_q02/duckdb:parquet	24022345	24003647	1.00
tpcds_q03/duckdb:parquet	13199104	12473772	1.06
tpcds_q04/duckdb:parquet	168712767	164158160	1.03
tpcds_q05/duckdb:parquet	31532535	31549105	1.00
tpcds_q06/duckdb:parquet	34010203	33119249	1.03
tpcds_q07/duckdb:parquet	24456807	24172457	1.01
tpcds_q08/duckdb:parquet	29870525	28916557	1.03
tpcds_q09/duckdb:parquet	44244950	44107129	1.00
tpcds_q10/duckdb:parquet	37961921	37207634	1.02
tpcds_q11/duckdb:parquet	94694454	92178184	1.03
tpcds_q12/duckdb:parquet	17420160	17205079	1.01
tpcds_q13/duckdb:parquet	35341288	35056995	1.01
tpcds_q14/duckdb:parquet	99158618	103002269	0.96
tpcds_q15/duckdb:parquet	31342200	30242728	1.04
tpcds_q16/duckdb:parquet	23053091	22469483	1.03
tpcds_q17/duckdb:parquet	40961169	38700659	1.06
tpcds_q18/duckdb:parquet	48889737	48121363	1.02
tpcds_q19/duckdb:parquet	31865408	31619623	1.01
tpcds_q20/duckdb:parquet	19151728	18454833	1.04
tpcds_q21/duckdb:parquet	11821938	11497502	1.03
tpcds_q22/duckdb:parquet	66082453	70376459	0.94
tpcds_q23/duckdb:parquet	83030625	81399881	1.02
tpcds_q24/duckdb:parquet	47417559	46715312	1.02
tpcds_q25/duckdb:parquet	35701823	35408703	1.01
tpcds_q26/duckdb:parquet	39824275	39704602	1.00
tpcds_q27/duckdb:parquet	53677240	52961891	1.01
tpcds_q28/duckdb:parquet	42364756	42803649	0.99
tpcds_q29/duckdb:parquet	37413111	36518996	1.02
tpcds_q30/duckdb:parquet	37977816	37619162	1.01
tpcds_q31/duckdb:parquet	27474123	28421467	0.97
tpcds_q32/duckdb:parquet	12770228	12539850	1.02
tpcds_q33/duckdb:parquet	25141710	23098331	1.09
tpcds_q34/duckdb:parquet	23074305	21853633	1.06
tpcds_q35/duckdb:parquet	61052946	59932466	1.02
tpcds_q36/duckdb:parquet	22436958	22940719	0.98
tpcds_q37/duckdb:parquet	14597179	14157022	1.03
tpcds_q38/duckdb:parquet	37313877	36531525	1.02
tpcds_q39/duckdb:parquet	32509557	32307476	1.01
tpcds_q40/duckdb:parquet	20370422	19483405	1.05
tpcds_q41/duckdb:parquet	8970744	8724997	1.03
tpcds_q42/duckdb:parquet	13300641	12940491	1.03
tpcds_q43/duckdb:parquet	18529020	17508250	1.06
tpcds_q44/duckdb:parquet	25925720	26168087	0.99
tpcds_q45/duckdb:parquet	30019419	29897735	1.00
tpcds_q46/duckdb:parquet	48805853	47328232	1.03
tpcds_q47/duckdb:parquet	51035937	50115565	1.02
tpcds_q48/duckdb:parquet	32697658	32215833	1.01
tpcds_q49/duckdb:parquet	27620003	28447300	0.97
tpcds_q50/duckdb:parquet	26111773	26515178	0.98
tpcds_q51/duckdb:parquet	104769365	104255507	1.00
tpcds_q52/duckdb:parquet	13261773	12607508	1.05
tpcds_q53/duckdb:parquet	19372086	19442172	1.00
tpcds_q54/duckdb:parquet	29395008	29185323	1.01
tpcds_q55/duckdb:parquet	13009386	12666667	1.03
tpcds_q56/duckdb:parquet	25013192	24330707	1.03
tpcds_q57/duckdb:parquet	38110878	38066667	1.00
tpcds_q58/duckdb:parquet	25623073	26489295	0.97
tpcds_q59/duckdb:parquet	36359165	36376524	1.00
tpcds_q60/duckdb:parquet	25896833	24862536	1.04
tpcds_q61/duckdb:parquet	33995705	34510049	0.99
tpcds_q62/duckdb:parquet	12823967	12794084	1.00
tpcds_q63/duckdb:parquet	17894074	17744410	1.01
tpcds_q64/duckdb:parquet	80594763	81680321	0.99
tpcds_q65/duckdb:parquet	22997650	23236815	0.99
tpcds_q66/duckdb:parquet	29655717	29314710	1.01
tpcds_q67/duckdb:parquet	139012465	137451300	1.01
tpcds_q68/duckdb:parquet	38769177	38887596	1.00
tpcds_q69/duckdb:parquet	38745276	37968164	1.02
tpcds_q70/duckdb:parquet	23073487	22111409	1.04
tpcds_q71/duckdb:parquet	23828140	22218330	1.07
tpcds_q72/duckdb:parquet	168057643	167156129	1.01
tpcds_q73/duckdb:parquet 🚨	21202519	19128275	1.11
tpcds_q74/duckdb:parquet	127633114	128480369	0.99
tpcds_q75/duckdb:parquet	59168922	55953719	1.06
tpcds_q76/duckdb:parquet	22132663	21623216	1.02
tpcds_q77/duckdb:parquet	26012069	24937825	1.04
tpcds_q78/duckdb:parquet	77081444	76905899	1.00
tpcds_q79/duckdb:parquet	30876365	30648592	1.01
tpcds_q80/duckdb:parquet	44338467	43669131	1.02
tpcds_q81/duckdb:parquet	35193790	35307107	1.00
tpcds_q82/duckdb:parquet	16215366	17041085	0.95
tpcds_q83/duckdb:parquet	18594692	18337566	1.01
tpcds_q84/duckdb:parquet	20762679	20403442	1.02
tpcds_q85/duckdb:parquet	42003873	42028452	1.00
tpcds_q86/duckdb:parquet	13754030	13655865	1.01
tpcds_q87/duckdb:parquet	39268906	39315551	1.00
tpcds_q88/duckdb:parquet	54263674	52834209	1.03
tpcds_q89/duckdb:parquet	22187719	21660199	1.02
tpcds_q90/duckdb:parquet	8686154	8333636	1.04
tpcds_q91/duckdb:parquet	25460961	25116779	1.01
tpcds_q92/duckdb:parquet	13419316	13048854	1.03
tpcds_q93/duckdb:parquet	32763123	31980105	1.02
tpcds_q94/duckdb:parquet	18384446	17671764	1.04
tpcds_q95/duckdb:parquet 🚨	145481477	119874067	1.21
tpcds_q96/duckdb:parquet	10697928	10790247	0.99
tpcds_q97/duckdb:parquet	38910385	39421465	0.99
tpcds_q98/duckdb:parquet	24670772	24004558	1.03
tpcds_q99/duckdb:parquet	20456471	19917168	1.03

duckdb / duckdb (1.011x ➖, 0↑ 2↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	22465221	22531523	1.00
tpcds_q02/duckdb:duckdb	18819752	20520736	0.92
tpcds_q03/duckdb:duckdb	10460416	10457890	1.00
tpcds_q04/duckdb:duckdb	179451733	177321420	1.01
tpcds_q05/duckdb:duckdb	22392794	22095131	1.01
tpcds_q06/duckdb:duckdb	28504563	28058111	1.02
tpcds_q07/duckdb:duckdb	40881593	40205994	1.02
tpcds_q08/duckdb:duckdb	120062623	120133408	1.00
tpcds_q09/duckdb:duckdb	21132996	20833074	1.01
tpcds_q10/duckdb:duckdb	27624624	28062482	0.98
tpcds_q11/duckdb:duckdb	95035047	90357088	1.05
tpcds_q12/duckdb:duckdb	14206293	13860172	1.02
tpcds_q13/duckdb:duckdb	26239463	26362562	1.00
tpcds_q14/duckdb:duckdb	95285173	94876494	1.00
tpcds_q15/duckdb:duckdb	25013403	24744901	1.01
tpcds_q16/duckdb:duckdb	19335255	21017508	0.92
tpcds_q17/duckdb:duckdb	25660959	25658969	1.00
tpcds_q18/duckdb:duckdb	48066018	47081485	1.02
tpcds_q19/duckdb:duckdb	20158217	19238125	1.05
tpcds_q20/duckdb:duckdb	14614879	14206863	1.03
tpcds_q21/duckdb:duckdb	7519824	7560917	0.99
tpcds_q22/duckdb:duckdb	63165921	67085388	0.94
tpcds_q23/duckdb:duckdb	80442350	75887275	1.06
tpcds_q24/duckdb:duckdb	25546114	25524952	1.00
tpcds_q25/duckdb:duckdb	19030953	18968096	1.00
tpcds_q26/duckdb:duckdb	28991011	28660902	1.01
tpcds_q27/duckdb:duckdb	42681761	41483112	1.03
tpcds_q28/duckdb:duckdb	27015132	26663250	1.01
tpcds_q29/duckdb:duckdb	23979261	24118035	0.99
tpcds_q30/duckdb:duckdb	31174959	31017776	1.01
tpcds_q31/duckdb:duckdb	52862251	51733491	1.02
tpcds_q32/duckdb:duckdb	8616925	7979703	1.08
tpcds_q33/duckdb:duckdb	17040927	16749167	1.02
tpcds_q34/duckdb:duckdb	18914679	18797052	1.01
tpcds_q35/duckdb:duckdb	37792647	36963748	1.02
tpcds_q36/duckdb:duckdb	72612703	72264878	1.00
tpcds_q37/duckdb:duckdb	9070720	8918532	1.02
tpcds_q38/duckdb:duckdb	33804229	33382412	1.01
tpcds_q39/duckdb:duckdb	29073902	28064581	1.04
tpcds_q40/duckdb:duckdb	15109067	14575947	1.04
tpcds_q41/duckdb:duckdb	9669423	9247320	1.05
tpcds_q42/duckdb:duckdb	9129768	8915790	1.02
tpcds_q43/duckdb:duckdb	14582643	14939008	0.98
tpcds_q44/duckdb:duckdb	15632370	15426653	1.01
tpcds_q45/duckdb:duckdb	19330693	18673568	1.04
tpcds_q46/duckdb:duckdb	39804848	38477002	1.03
tpcds_q47/duckdb:duckdb	46919323	45728532	1.03
tpcds_q48/duckdb:duckdb	25282553	25220437	1.00
tpcds_q49/duckdb:duckdb	22074687	20486764	1.08
tpcds_q50/duckdb:duckdb	16548536	15972622	1.04
tpcds_q51/duckdb:duckdb	101942484	99541863	1.02
tpcds_q52/duckdb:duckdb	9682003	10295473	0.94
tpcds_q53/duckdb:duckdb	17778762	17616636	1.01
tpcds_q54/duckdb:duckdb	19200259	18727190	1.03
tpcds_q55/duckdb:duckdb	9427048	10223311	0.92
tpcds_q56/duckdb:duckdb	16719933	17179927	0.97
tpcds_q57/duckdb:duckdb	36694237	36418403	1.01
tpcds_q58/duckdb:duckdb	16789811	18043752	0.93
tpcds_q59/duckdb:duckdb	37018129	36814250	1.01
tpcds_q60/duckdb:duckdb	18547622	19188219	0.97
tpcds_q61/duckdb:duckdb	16748605	16294717	1.03
tpcds_q62/duckdb:duckdb	10093875	9794856	1.03
tpcds_q63/duckdb:duckdb	16627262	15778575	1.05
tpcds_q64/duckdb:duckdb	58152449	59535140	0.98
tpcds_q65/duckdb:duckdb	36763765	36404363	1.01
tpcds_q66/duckdb:duckdb	26419534	26263265	1.01
tpcds_q67/duckdb:duckdb	136187692	135963074	1.00
tpcds_q68/duckdb:duckdb	27617936	26791890	1.03
tpcds_q69/duckdb:duckdb	28665836	27471210	1.04
tpcds_q70/duckdb:duckdb	16657756	16609049	1.00
tpcds_q71/duckdb:duckdb	16026820	17642742	0.91
tpcds_q72/duckdb:duckdb	46612437	45980057	1.01
tpcds_q73/duckdb:duckdb	14676751	14203262	1.03
tpcds_q74/duckdb:duckdb	147033273	146548817	1.00
tpcds_q75/duckdb:duckdb	46727843	46754164	1.00
tpcds_q76/duckdb:duckdb	14442773	14483260	1.00
tpcds_q77/duckdb:duckdb	16174879	15646644	1.03
tpcds_q78/duckdb:duckdb	66014127	66090098	1.00
tpcds_q79/duckdb:duckdb	20226613	20117957	1.01
tpcds_q80/duckdb:duckdb	32391809	31304271	1.03
tpcds_q81/duckdb:duckdb	40026385	40119021	1.00
tpcds_q82/duckdb:duckdb	10368734	10377969	1.00
tpcds_q83/duckdb:duckdb	11111726	10880534	1.02
tpcds_q84/duckdb:duckdb	15207764	14312982	1.06
tpcds_q85/duckdb:duckdb	26053503	25673215	1.01
tpcds_q86/duckdb:duckdb	12242775	12112904	1.01
tpcds_q87/duckdb:duckdb	36071683	35293198	1.02
tpcds_q88/duckdb:duckdb	30308665	30408761	1.00
tpcds_q89/duckdb:duckdb	21971154	22712791	0.97
tpcds_q90/duckdb:duckdb	6552477	6119457	1.07
tpcds_q91/duckdb:duckdb 🚨	16091074	14403110	1.12
tpcds_q92/duckdb:duckdb	10184372	9823215	1.04
tpcds_q93/duckdb:duckdb	24137611	23652039	1.02
tpcds_q94/duckdb:duckdb	14582629	14600814	1.00
tpcds_q95/duckdb:duckdb 🚨	130469117	116503665	1.12
tpcds_q96/duckdb:duckdb	5994389	6133828	0.98
tpcds_q97/duckdb:duckdb	32451546	32109379	1.01
tpcds_q98/duckdb:duckdb	20712097	20769898	1.00
tpcds_q99/duckdb:duckdb	17007970	16853563	1.01

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+2.7%	+2.4%	+0.3%	+20.9%	➖ noise
1	datafusion:vortex-file-compressed	-2.7%	+2.4%	-5.0%	+20.6%	➖ noise
1	duckdb:duckdb	-0.3%	+2.4%	-2.6%	+18.8%	➖ noise
1	duckdb:vortex-compact	+8.5%	+2.4%	+6.0%	+20.0%	➖ noise
1	duckdb:vortex-file-compressed	-11.5%	+2.4%	-13.5%	+28.1%	➖ noise
2	datafusion:vortex-compact	+5.3%	-1.5%	+6.9%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-1.1%	-1.5%	+0.4%	+10.0%	➖ noise
2	duckdb:duckdb	-8.3%	-1.5%	-6.9%	+10.0%	➖ noise
2	duckdb:vortex-compact	+22.6%	-1.5%	+24.5%	+34.3%	➖ noise
2	duckdb:vortex-file-compressed	+7.3%	-1.5%	+8.9%	+23.7%	➖ noise
3	datafusion:vortex-compact	+0.8%	+1.6%	-0.8%	+15.0%	➖ noise
3	datafusion:vortex-file-compressed	+0.1%	+1.6%	-1.5%	+10.1%	➖ noise
3	duckdb:duckdb	+0.0%	+1.6%	-1.5%	+10.0%	➖ noise
3	duckdb:vortex-compact	-0.6%	+1.6%	-2.2%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+0.5%	+1.6%	-1.1%	+10.0%	➖ noise
4	datafusion:vortex-compact	+6.3%	-2.0%	+8.4%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+5.0%	-2.0%	+7.1%	+10.0%	➖ noise
4	duckdb:duckdb	+1.2%	-2.0%	+3.2%	+10.0%	➖ noise
4	duckdb:vortex-compact	-2.2%	-2.0%	-0.2%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-1.4%	-2.0%	+0.5%	+10.0%	➖ noise
5	datafusion:vortex-compact	+4.7%	-1.3%	+6.1%	+13.9%	➖ noise
5	datafusion:vortex-file-compressed	+3.9%	-1.3%	+5.3%	+10.3%	➖ noise
5	duckdb:duckdb	+1.3%	-1.3%	+2.7%	+12.6%	➖ noise
5	duckdb:vortex-compact	+1.9%	-1.3%	+3.3%	+16.2%	➖ noise
5	duckdb:vortex-file-compressed	+1.3%	-1.3%	+2.7%	+13.1%	➖ noise
6	datafusion:vortex-compact	+4.9%	+1.7%	+3.1%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+1.1%	+1.7%	-0.6%	+10.0%	➖ noise
6	duckdb:duckdb	+1.6%	+1.7%	-0.1%	+10.0%	➖ noise
6	duckdb:vortex-compact	+1.8%	+1.7%	+0.1%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+0.9%	+1.7%	-0.8%	+10.0%	➖ noise
7	datafusion:vortex-compact	-0.2%	+2.3%	-2.4%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+1.4%	+2.3%	-0.9%	+10.0%	➖ noise
7	duckdb:duckdb	+1.7%	+2.3%	-0.6%	+10.0%	➖ noise
7	duckdb:vortex-compact	+4.4%	+2.3%	+2.1%	+19.5%	➖ noise
7	duckdb:vortex-file-compressed	+0.4%	+2.3%	-1.8%	+10.0%	➖ noise
8	datafusion:vortex-compact	-0.9%	+3.9%	-4.6%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+12.6%	+3.9%	+8.3%	+10.0%	➖ noise
8	duckdb:duckdb	-0.1%	+3.9%	-3.8%	+10.0%	➖ noise
8	duckdb:vortex-compact	-0.7%	+3.9%	-4.4%	+15.3%	➖ noise
8	duckdb:vortex-file-compressed	+9.7%	+3.9%	+5.6%	+21.7%	➖ noise
9	datafusion:vortex-compact	-1.1%	+0.6%	-1.7%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+12.5%	+0.6%	+11.8%	+10.0%	🚨 regression
9	duckdb:duckdb	+1.4%	+0.6%	+0.8%	+10.0%	➖ noise
9	duckdb:vortex-compact	-5.4%	+0.6%	-6.0%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-1.0%	+0.6%	-1.6%	+14.3%	➖ noise
10	datafusion:vortex-compact	+2.2%	+5.5%	-3.2%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+3.8%	+5.5%	-1.6%	+10.0%	➖ noise
10	duckdb:duckdb	-1.6%	+5.5%	-6.7%	+10.0%	➖ noise
10	duckdb:vortex-compact	+4.4%	+5.5%	-1.1%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+1.5%	+5.5%	-3.8%	+10.0%	➖ noise
11	datafusion:vortex-compact	+3.0%	+1.1%	+1.8%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+2.4%	+1.1%	+1.3%	+10.0%	➖ noise
11	duckdb:duckdb	+5.2%	+1.1%	+4.0%	+10.0%	➖ noise
11	duckdb:vortex-compact	+5.9%	+1.1%	+4.7%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+1.2%	+1.1%	+0.1%	+10.0%	➖ noise
12	datafusion:vortex-compact	+2.2%	-0.0%	+2.2%	+13.8%	➖ noise
12	datafusion:vortex-file-compressed	+2.8%	-0.0%	+2.8%	+10.0%	➖ noise
12	duckdb:duckdb	+2.5%	-0.0%	+2.5%	+10.0%	➖ noise
12	duckdb:vortex-compact	+1.1%	-0.0%	+1.1%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	+5.2%	-0.0%	+5.2%	+10.5%	➖ noise
13	datafusion:vortex-compact	+7.6%	+2.0%	+5.5%	+18.3%	➖ noise
13	datafusion:vortex-file-compressed	+20.1%	+2.0%	+17.7%	+10.0%	🚨 regression
13	duckdb:duckdb	-0.5%	+2.0%	-2.4%	+10.0%	➖ noise
13	duckdb:vortex-compact	+2.6%	+2.0%	+0.6%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+0.5%	+2.0%	-1.5%	+11.8%	➖ noise
14	datafusion:vortex-compact	+3.4%	-3.3%	+6.9%	+10.7%	➖ noise
14	datafusion:vortex-file-compressed	+2.1%	-3.3%	+5.6%	+10.0%	➖ noise
14	duckdb:duckdb	+0.4%	-3.3%	+3.9%	+10.0%	➖ noise
14	duckdb:vortex-compact	+5.5%	-3.3%	+9.1%	+10.4%	➖ noise
14	duckdb:vortex-file-compressed	+1.4%	-3.3%	+4.9%	+10.0%	➖ noise
15	datafusion:vortex-compact	+1.6%	+0.3%	+1.4%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	-2.3%	+0.3%	-2.6%	+10.0%	➖ noise
15	duckdb:duckdb	+1.1%	+0.3%	+0.8%	+10.1%	➖ noise
15	duckdb:vortex-compact	-0.9%	+0.3%	-1.1%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+3.7%	+0.3%	+3.5%	+15.8%	➖ noise
16	datafusion:vortex-compact	+2.5%	+1.7%	+0.8%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+2.0%	+1.7%	+0.4%	+15.9%	➖ noise
16	duckdb:duckdb	-8.0%	+1.7%	-9.5%	+10.7%	➖ noise
16	duckdb:vortex-compact	+7.7%	+1.7%	+5.9%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	+3.5%	+1.7%	+1.8%	+10.1%	➖ noise
17	datafusion:vortex-compact	-0.5%	+1.6%	-2.1%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+4.7%	+1.6%	+3.0%	+10.0%	➖ noise
17	duckdb:duckdb	+0.0%	+1.6%	-1.6%	+10.8%	➖ noise
17	duckdb:vortex-compact	+5.7%	+1.6%	+4.0%	+14.1%	➖ noise
17	duckdb:vortex-file-compressed	-1.3%	+1.6%	-2.8%	+10.0%	➖ noise
18	datafusion:vortex-compact	+1.9%	+1.6%	+0.3%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+3.9%	+1.6%	+2.3%	+10.0%	➖ noise
18	duckdb:duckdb	+2.1%	+1.6%	+0.5%	+10.0%	➖ noise
18	duckdb:vortex-compact	+1.9%	+1.6%	+0.3%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+1.9%	+1.6%	+0.3%	+10.0%	➖ noise
19	datafusion:vortex-compact	+1.3%	+0.1%	+1.2%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+3.2%	+0.1%	+3.1%	+10.0%	➖ noise
19	duckdb:duckdb	+4.8%	+0.1%	+4.7%	+10.0%	➖ noise
19	duckdb:vortex-compact	+3.5%	+0.1%	+3.4%	+13.8%	➖ noise
19	duckdb:vortex-file-compressed	+2.5%	+0.1%	+2.4%	+10.1%	➖ noise
20	datafusion:vortex-compact	+5.9%	+1.7%	+4.2%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	-3.7%	+1.7%	-5.3%	+15.8%	➖ noise
20	duckdb:duckdb	+2.9%	+1.7%	+1.2%	+10.0%	➖ noise
20	duckdb:vortex-compact	+2.5%	+1.7%	+0.8%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	+4.7%	+1.7%	+2.9%	+10.0%	➖ noise
21	datafusion:vortex-compact	+4.3%	-0.9%	+5.3%	+12.1%	➖ noise
21	datafusion:vortex-file-compressed	-1.4%	-0.9%	-0.5%	+10.0%	➖ noise
21	duckdb:duckdb	-0.5%	-0.9%	+0.4%	+17.3%	➖ noise
21	duckdb:vortex-compact	+3.9%	-0.9%	+4.8%	+15.4%	➖ noise
21	duckdb:vortex-file-compressed	+0.0%	-0.9%	+1.0%	+15.3%	➖ noise
22	datafusion:vortex-compact	+6.2%	+6.3%	-0.0%	+20.1%	➖ noise
22	datafusion:vortex-file-compressed	+0.6%	+6.3%	-5.4%	+29.0%	➖ noise
22	duckdb:duckdb	-5.8%	+6.3%	-11.4%	+15.2%	➖ noise
22	duckdb:vortex-compact	+1.1%	+6.3%	-4.8%	+12.5%	➖ noise
22	duckdb:vortex-file-compressed	+0.7%	+6.3%	-5.3%	+13.6%	➖ noise
23	datafusion:vortex-compact	+3.4%	-0.3%	+3.8%	+10.0%	➖ noise
23	datafusion:vortex-file-compressed	+2.9%	-0.3%	+3.2%	+10.0%	➖ noise
23	duckdb:duckdb	+6.0%	-0.3%	+6.3%	+10.0%	➖ noise
23	duckdb:vortex-compact	-12.9%	-0.3%	-12.6%	+23.7%	➖ noise
23	duckdb:vortex-file-compressed	-7.8%	-0.3%	-7.5%	+14.9%	➖ noise
24	datafusion:vortex-compact	-6.7%	+1.6%	-8.2%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	+0.7%	+1.6%	-0.9%	+10.0%	➖ noise
24	duckdb:duckdb	+0.1%	+1.6%	-1.5%	+10.0%	➖ noise
24	duckdb:vortex-compact	+4.0%	+1.6%	+2.4%	+12.7%	➖ noise
24	duckdb:vortex-file-compressed	+2.8%	+1.6%	+1.2%	+10.0%	➖ noise
25	datafusion:vortex-compact	+2.7%	+0.6%	+2.1%	+10.0%	➖ noise
25	datafusion:vortex-file-compressed	+0.7%	+0.6%	+0.0%	+10.0%	➖ noise
25	duckdb:duckdb	+0.3%	+0.6%	-0.3%	+10.0%	➖ noise
25	duckdb:vortex-compact	-28.4%	+0.6%	-28.8%	+10.0%	✅ faster
25	duckdb:vortex-file-compressed	-16.2%	+0.6%	-16.7%	+19.9%	✅ faster
26	datafusion:vortex-compact	+4.2%	-0.1%	+4.4%	+10.0%	➖ noise
26	datafusion:vortex-file-compressed	+2.4%	-0.1%	+2.6%	+13.4%	➖ noise
26	duckdb:duckdb	+1.2%	-0.1%	+1.3%	+10.0%	➖ noise
26	duckdb:vortex-compact	+4.0%	-0.1%	+4.1%	+10.5%	➖ noise
26	duckdb:vortex-file-compressed	-2.7%	-0.1%	-2.5%	+10.0%	➖ noise
27	datafusion:vortex-compact	+0.9%	+2.0%	-1.1%	+10.0%	➖ noise
27	datafusion:vortex-file-compressed	+1.7%	+2.0%	-0.3%	+14.6%	➖ noise
27	duckdb:duckdb	+2.9%	+2.0%	+0.9%	+10.0%	➖ noise
27	duckdb:vortex-compact	+5.7%	+2.0%	+3.6%	+10.0%	➖ noise
27	duckdb:vortex-file-compressed	+2.4%	+2.0%	+0.4%	+10.0%	➖ noise
28	datafusion:vortex-compact	+7.9%	-0.9%	+8.8%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+0.2%	-0.9%	+1.1%	+10.8%	➖ noise
28	duckdb:duckdb	+1.3%	-0.9%	+2.2%	+10.0%	➖ noise
28	duckdb:vortex-compact	+3.7%	-0.9%	+4.6%	+28.4%	➖ noise
28	duckdb:vortex-file-compressed	+0.8%	-0.9%	+1.7%	+10.0%	➖ noise
29	datafusion:vortex-compact	+1.7%	+0.6%	+1.1%	+10.4%	➖ noise
29	datafusion:vortex-file-compressed	+3.5%	+0.6%	+2.8%	+10.0%	➖ noise
29	duckdb:duckdb	-0.6%	+0.6%	-1.2%	+10.0%	➖ noise
29	duckdb:vortex-compact	-0.1%	+0.6%	-0.7%	+13.9%	➖ noise
29	duckdb:vortex-file-compressed	-5.1%	+0.6%	-5.7%	+10.0%	➖ noise
30	datafusion:vortex-compact	+9.8%	+2.5%	+7.1%	+10.0%	➖ noise
30	datafusion:vortex-file-compressed	+3.7%	+2.5%	+1.2%	+10.0%	➖ noise
30	duckdb:duckdb	+0.5%	+2.5%	-1.9%	+10.0%	➖ noise
30	duckdb:vortex-compact	-1.9%	+2.5%	-4.2%	+14.3%	➖ noise
30	duckdb:vortex-file-compressed	+3.0%	+2.5%	+0.5%	+10.0%	➖ noise
31	datafusion:vortex-compact	-0.0%	-0.9%	+0.9%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	-2.2%	-0.9%	-1.4%	+10.0%	➖ noise
31	duckdb:duckdb	+2.2%	-0.9%	+3.1%	+10.0%	➖ noise
31	duckdb:vortex-compact	+7.6%	-0.9%	+8.6%	+13.3%	➖ noise
31	duckdb:vortex-file-compressed	+3.7%	-0.9%	+4.7%	+11.2%	➖ noise
32	datafusion:vortex-compact	+0.3%	+1.6%	-1.2%	+12.4%	➖ noise
32	datafusion:vortex-file-compressed	+3.2%	+1.6%	+1.6%	+10.0%	➖ noise
32	duckdb:duckdb	+8.0%	+1.6%	+6.3%	+10.8%	➖ noise
32	duckdb:vortex-compact	+6.4%	+1.6%	+4.8%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	+2.5%	+1.6%	+0.9%	+10.0%	➖ noise
33	datafusion:vortex-compact	-2.0%	+1.5%	-3.5%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	+1.1%	+1.5%	-0.5%	+10.0%	➖ noise
33	duckdb:duckdb	+1.7%	+1.5%	+0.2%	+13.0%	➖ noise
33	duckdb:vortex-compact	+2.6%	+1.5%	+1.0%	+15.7%	➖ noise
33	duckdb:vortex-file-compressed	+7.1%	+1.5%	+5.5%	+10.0%	➖ noise
34	datafusion:vortex-compact	+2.1%	+2.4%	-0.3%	+12.8%	➖ noise
34	datafusion:vortex-file-compressed	+4.2%	+2.4%	+1.8%	+16.3%	➖ noise
34	duckdb:duckdb	+0.6%	+2.4%	-1.7%	+10.0%	➖ noise
34	duckdb:vortex-compact	+3.4%	+2.4%	+1.0%	+11.1%	➖ noise
34	duckdb:vortex-file-compressed	+0.6%	+2.4%	-1.8%	+11.0%	➖ noise
35	datafusion:vortex-compact	+2.8%	+1.6%	+1.2%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	+2.4%	+1.6%	+0.8%	+10.0%	➖ noise
35	duckdb:duckdb	+2.2%	+1.6%	+0.6%	+10.0%	➖ noise
35	duckdb:vortex-compact	+5.8%	+1.6%	+4.1%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	-1.5%	+1.6%	-3.1%	+10.0%	➖ noise
36	datafusion:vortex-compact	+1.5%	+0.2%	+1.3%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	+1.6%	+0.2%	+1.4%	+10.0%	➖ noise
36	duckdb:duckdb	+0.5%	+0.2%	+0.3%	+10.0%	➖ noise
36	duckdb:vortex-compact	-0.2%	+0.2%	-0.4%	+10.0%	➖ noise
36	duckdb:vortex-file-compressed	-3.6%	+0.2%	-3.8%	+10.0%	➖ noise
37	datafusion:vortex-compact	+5.9%	+5.0%	+0.9%	+10.0%	➖ noise
37	datafusion:vortex-file-compressed	+5.4%	+5.0%	+0.4%	+10.0%	➖ noise
37	duckdb:duckdb	+1.7%	+5.0%	-3.2%	+10.0%	➖ noise
37	duckdb:vortex-compact	+3.3%	+5.0%	-1.6%	+10.0%	➖ noise
37	duckdb:vortex-file-compressed	+3.6%	+5.0%	-1.3%	+10.0%	➖ noise
38	datafusion:vortex-compact	+5.5%	+3.3%	+2.1%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	+3.7%	+3.3%	+0.4%	+10.0%	➖ noise
38	duckdb:duckdb	+1.3%	+3.3%	-2.0%	+10.0%	➖ noise
38	duckdb:vortex-compact	+3.0%	+3.3%	-0.3%	+10.0%	➖ noise
38	duckdb:vortex-file-compressed	+1.3%	+3.3%	-2.0%	+10.0%	➖ noise
39	datafusion:vortex-compact	+0.9%	+0.1%	+0.7%	+10.0%	➖ noise
39	datafusion:vortex-file-compressed	+2.9%	+0.1%	+2.8%	+10.0%	➖ noise
39	duckdb:duckdb	+3.6%	+0.1%	+3.5%	+19.7%	➖ noise
39	duckdb:vortex-compact	+6.4%	+0.1%	+6.3%	+12.6%	➖ noise
39	duckdb:vortex-file-compressed	+0.2%	+0.1%	+0.1%	+21.4%	➖ noise
40	datafusion:vortex-compact	-0.8%	+1.7%	-2.4%	+12.3%	➖ noise
40	datafusion:vortex-file-compressed	+1.6%	+1.7%	-0.1%	+12.0%	➖ noise
40	duckdb:duckdb	+3.7%	+1.7%	+1.9%	+10.0%	➖ noise
40	duckdb:vortex-compact	+0.5%	+1.7%	-1.2%	+15.3%	➖ noise
40	duckdb:vortex-file-compressed	+4.4%	+1.7%	+2.6%	+10.0%	➖ noise
41	datafusion:vortex-compact	+4.1%	+3.4%	+0.6%	+10.0%	➖ noise
41	datafusion:vortex-file-compressed	+7.9%	+3.4%	+4.3%	+10.0%	➖ noise
41	duckdb:duckdb	+4.6%	+3.4%	+1.1%	+10.0%	➖ noise
41	duckdb:vortex-compact	+3.6%	+3.4%	+0.1%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	+0.1%	+3.4%	-3.2%	+10.0%	➖ noise
42	datafusion:vortex-compact	+3.3%	+0.7%	+2.7%	+11.5%	➖ noise
42	datafusion:vortex-file-compressed	-0.1%	+0.7%	-0.7%	+12.2%	➖ noise
42	duckdb:duckdb	+2.4%	+0.7%	+1.7%	+14.4%	➖ noise
42	duckdb:vortex-compact	+1.5%	+0.7%	+0.9%	+10.0%	➖ noise
42	duckdb:vortex-file-compressed	-1.6%	+0.7%	-2.2%	+12.2%	➖ noise
43	datafusion:vortex-compact	+0.7%	+4.8%	-4.0%	+10.0%	➖ noise
43	datafusion:vortex-file-compressed	+4.1%	+4.8%	-0.7%	+11.4%	➖ noise
43	duckdb:duckdb	-2.4%	+4.8%	-6.9%	+10.0%	➖ noise
43	duckdb:vortex-compact	-0.1%	+4.8%	-4.6%	+25.9%	➖ noise
43	duckdb:vortex-file-compressed	-4.5%	+4.8%	-8.9%	+25.5%	➖ noise
44	datafusion:vortex-compact	+0.6%	+0.4%	+0.2%	+14.2%	➖ noise
44	datafusion:vortex-file-compressed	-0.0%	+0.4%	-0.4%	+10.0%	➖ noise
44	duckdb:duckdb	+1.3%	+0.4%	+1.0%	+10.0%	➖ noise
44	duckdb:vortex-compact	+4.6%	+0.4%	+4.3%	+10.0%	➖ noise
44	duckdb:vortex-file-compressed	+4.0%	+0.4%	+3.7%	+18.8%	➖ noise
45	datafusion:vortex-compact	-0.5%	+3.5%	-3.9%	+10.0%	➖ noise
45	datafusion:vortex-file-compressed	+2.3%	+3.5%	-1.2%	+10.0%	➖ noise
45	duckdb:duckdb	+3.5%	+3.5%	+0.0%	+10.0%	➖ noise
45	duckdb:vortex-compact	+1.1%	+3.5%	-2.4%	+10.4%	➖ noise
45	duckdb:vortex-file-compressed	+5.5%	+3.5%	+1.9%	+10.0%	➖ noise
46	datafusion:vortex-compact	-1.4%	+3.2%	-4.4%	+10.3%	➖ noise
46	datafusion:vortex-file-compressed	-0.6%	+3.2%	-3.7%	+10.0%	➖ noise
46	duckdb:duckdb	+3.5%	+3.2%	+0.3%	+10.0%	➖ noise
46	duckdb:vortex-compact	-1.1%	+3.2%	-4.2%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	-4.1%	+3.2%	-7.1%	+10.0%	➖ noise
47	datafusion:vortex-compact	+2.6%	+1.3%	+1.3%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	+2.9%	+1.3%	+1.6%	+10.0%	➖ noise
47	duckdb:duckdb	+2.6%	+1.3%	+1.3%	+10.0%	➖ noise
47	duckdb:vortex-compact	+1.3%	+1.3%	+0.0%	+10.0%	➖ noise
47	duckdb:vortex-file-compressed	+1.3%	+1.3%	+0.0%	+10.0%	➖ noise
48	datafusion:vortex-compact	+5.0%	+1.3%	+3.6%	+20.1%	➖ noise
48	datafusion:vortex-file-compressed	+5.5%	+1.3%	+4.1%	+10.0%	➖ noise
48	duckdb:duckdb	+0.2%	+1.3%	-1.0%	+10.0%	➖ noise
48	duckdb:vortex-compact	+1.5%	+1.3%	+0.2%	+12.1%	➖ noise
48	duckdb:vortex-file-compressed	+2.4%	+1.3%	+1.1%	+17.5%	➖ noise
49	datafusion:vortex-compact	+2.0%	-0.7%	+2.7%	+10.0%	➖ noise
49	datafusion:vortex-file-compressed	+1.6%	-0.7%	+2.3%	+10.0%	➖ noise
49	duckdb:duckdb	+7.8%	-0.7%	+8.5%	+10.0%	➖ noise
49	duckdb:vortex-compact	-1.2%	-0.7%	-0.5%	+12.8%	➖ noise
49	duckdb:vortex-file-compressed	+3.2%	-0.7%	+3.9%	+12.8%	➖ noise
50	datafusion:vortex-compact	+1.1%	-0.8%	+1.9%	+10.0%	➖ noise
50	datafusion:vortex-file-compressed	+4.8%	-0.8%	+5.7%	+10.0%	➖ noise
50	duckdb:duckdb	+3.6%	-0.8%	+4.5%	+10.0%	➖ noise
50	duckdb:vortex-compact	+9.3%	-0.8%	+10.2%	+10.6%	➖ noise
50	duckdb:vortex-file-compressed	-11.6%	-0.8%	-10.8%	+10.0%	✅ faster
51	datafusion:vortex-compact	-0.7%	-0.0%	-0.7%	+10.0%	➖ noise
51	datafusion:vortex-file-compressed	+3.5%	-0.0%	+3.6%	+10.0%	➖ noise
51	duckdb:duckdb	+2.4%	-0.0%	+2.4%	+15.2%	➖ noise
51	duckdb:vortex-compact	+1.1%	-0.0%	+1.2%	+15.4%	➖ noise
51	duckdb:vortex-file-compressed	-0.9%	-0.0%	-0.8%	+16.2%	➖ noise
52	datafusion:vortex-compact	+1.5%	+4.0%	-2.5%	+11.2%	➖ noise
52	datafusion:vortex-file-compressed	+8.4%	+4.0%	+4.2%	+10.0%	➖ noise
52	duckdb:duckdb	-6.0%	+4.0%	-9.6%	+14.8%	➖ noise
52	duckdb:vortex-compact	+13.4%	+4.0%	+9.0%	+13.7%	➖ noise
52	duckdb:vortex-file-compressed	+2.1%	+4.0%	-1.8%	+12.5%	➖ noise
53	datafusion:vortex-compact	+1.3%	+0.1%	+1.2%	+10.0%	➖ noise
53	datafusion:vortex-file-compressed	+2.6%	+0.1%	+2.5%	+10.0%	➖ noise
53	duckdb:duckdb	+0.9%	+0.1%	+0.8%	+10.0%	➖ noise
53	duckdb:vortex-compact	+3.2%	+0.1%	+3.1%	+10.0%	➖ noise
53	duckdb:vortex-file-compressed	+2.9%	+0.1%	+2.8%	+10.0%	➖ noise
54	datafusion:vortex-compact	+0.3%	+0.5%	-0.2%	+10.0%	➖ noise
54	datafusion:vortex-file-compressed	+2.4%	+0.5%	+1.9%	+10.0%	➖ noise
54	duckdb:duckdb	+2.5%	+0.5%	+2.0%	+10.0%	➖ noise
54	duckdb:vortex-compact	-2.2%	+0.5%	-2.7%	+10.7%	➖ noise
54	duckdb:vortex-file-compressed	+3.9%	+0.5%	+3.4%	+13.8%	➖ noise
55	datafusion:vortex-compact	-3.5%	+1.2%	-4.7%	+11.4%	➖ noise
55	datafusion:vortex-file-compressed	-2.0%	+1.2%	-3.2%	+14.2%	➖ noise
55	duckdb:duckdb	-7.8%	+1.2%	-8.9%	+12.0%	➖ noise
55	duckdb:vortex-compact	-3.6%	+1.2%	-4.7%	+10.0%	➖ noise
55	duckdb:vortex-file-compressed	+4.7%	+1.2%	+3.4%	+10.0%	➖ noise
56	datafusion:vortex-compact	+3.3%	+2.6%	+0.6%	+14.5%	➖ noise
56	datafusion:vortex-file-compressed	+3.8%	+2.6%	+1.2%	+10.0%	➖ noise
56	duckdb:duckdb	-2.7%	+2.6%	-5.2%	+10.0%	➖ noise
56	duckdb:vortex-compact	+13.7%	+2.6%	+10.8%	+21.7%	➖ noise
56	duckdb:vortex-file-compressed	+4.1%	+2.6%	+1.4%	+16.8%	➖ noise
57	datafusion:vortex-compact	+3.1%	+2.5%	+0.6%	+10.0%	➖ noise
57	datafusion:vortex-file-compressed	+6.7%	+2.5%	+4.1%	+10.0%	➖ noise
57	duckdb:duckdb	+0.8%	+2.5%	-1.7%	+10.0%	➖ noise
57	duckdb:vortex-compact	+4.4%	+2.5%	+1.9%	+10.0%	➖ noise
57	duckdb:vortex-file-compressed	+0.4%	+2.5%	-2.1%	+10.0%	➖ noise
58	datafusion:vortex-compact	-1.1%	-1.2%	+0.0%	+10.0%	➖ noise
58	datafusion:vortex-file-compressed	+0.2%	-1.2%	+1.4%	+10.1%	➖ noise
58	duckdb:duckdb	-6.9%	-1.2%	-5.8%	+14.6%	➖ noise
58	duckdb:vortex-compact	+4.5%	-1.2%	+5.7%	+15.8%	➖ noise
58	duckdb:vortex-file-compressed	-1.4%	-1.2%	-0.3%	+13.5%	➖ noise
59	datafusion:vortex-compact	+1.2%	+0.0%	+1.1%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	-0.3%	+0.0%	-0.3%	+10.0%	➖ noise
59	duckdb:duckdb	+0.6%	+0.0%	+0.5%	+12.4%	➖ noise
59	duckdb:vortex-compact	-26.1%	+0.0%	-26.1%	+10.0%	✅ faster
59	duckdb:vortex-file-compressed	-16.8%	+0.0%	-16.8%	+33.9%	➖ noise
60	datafusion:vortex-compact	+5.1%	+1.1%	+3.9%	+10.0%	➖ noise
60	datafusion:vortex-file-compressed	+3.4%	+1.1%	+2.2%	+11.2%	➖ noise
60	duckdb:duckdb	-3.3%	+1.1%	-4.4%	+10.0%	➖ noise
60	duckdb:vortex-compact	-10.5%	+1.1%	-11.4%	+11.7%	✅ faster
60	duckdb:vortex-file-compressed	+5.9%	+1.1%	+4.7%	+19.1%	➖ noise
61	datafusion:vortex-compact	+0.4%	-1.0%	+1.4%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	+3.0%	-1.0%	+4.1%	+10.0%	➖ noise
61	duckdb:duckdb	+2.8%	-1.0%	+3.9%	+10.0%	➖ noise
61	duckdb:vortex-compact	-0.1%	-1.0%	+0.9%	+10.0%	➖ noise
61	duckdb:vortex-file-compressed	-0.7%	-1.0%	+0.3%	+10.0%	➖ noise
62	datafusion:vortex-compact	+30.5%	-0.0%	+30.5%	+35.8%	➖ noise
62	datafusion:vortex-file-compressed	+31.0%	-0.0%	+31.1%	+28.8%	🚨 regression
62	duckdb:duckdb	+3.1%	-0.0%	+3.1%	+11.7%	➖ noise
62	duckdb:vortex-compact	+1.7%	-0.0%	+1.7%	+22.8%	➖ noise
62	duckdb:vortex-file-compressed	+5.0%	-0.0%	+5.1%	+14.9%	➖ noise
63	datafusion:vortex-compact	+0.3%	+1.1%	-0.8%	+13.8%	➖ noise
63	datafusion:vortex-file-compressed	+3.8%	+1.1%	+2.7%	+10.0%	➖ noise
63	duckdb:duckdb	+5.4%	+1.1%	+4.2%	+10.0%	➖ noise
63	duckdb:vortex-compact	+3.7%	+1.1%	+2.6%	+12.2%	➖ noise
63	duckdb:vortex-file-compressed	+1.4%	+1.1%	+0.3%	+10.0%	➖ noise
64	datafusion:vortex-compact	+4.6%	-0.3%	+4.9%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	+6.1%	-0.3%	+6.4%	+10.0%	➖ noise
64	duckdb:duckdb	-2.3%	-0.3%	-2.0%	+10.0%	➖ noise
64	duckdb:vortex-compact	-6.5%	-0.3%	-6.2%	+10.0%	➖ noise
64	duckdb:vortex-file-compressed	-0.0%	-0.3%	+0.3%	+11.8%	➖ noise
65	datafusion:vortex-compact	+1.2%	+0.5%	+0.6%	+10.0%	➖ noise
65	datafusion:vortex-file-compressed	-2.1%	+0.5%	-2.6%	+13.5%	➖ noise
65	duckdb:duckdb	+1.0%	+0.5%	+0.4%	+10.0%	➖ noise
65	duckdb:vortex-compact	+11.8%	+0.5%	+11.2%	+10.0%	🚨 regression
65	duckdb:vortex-file-compressed	-3.2%	+0.5%	-3.8%	+10.0%	➖ noise
66	datafusion:vortex-compact	+1.5%	+5.3%	-3.6%	+14.5%	➖ noise
66	datafusion:vortex-file-compressed	+1.6%	+5.3%	-3.5%	+10.0%	➖ noise
66	duckdb:duckdb	+0.6%	+5.3%	-4.5%	+10.0%	➖ noise
66	duckdb:vortex-compact	+4.0%	+5.3%	-1.2%	+13.5%	➖ noise
66	duckdb:vortex-file-compressed	+8.7%	+5.3%	+3.3%	+10.0%	➖ noise
67	datafusion:vortex-compact	-4.6%	-0.3%	-4.3%	+10.0%	➖ noise
67	datafusion:vortex-file-compressed	+3.5%	-0.3%	+3.8%	+10.5%	➖ noise
67	duckdb:duckdb	+0.2%	-0.3%	+0.4%	+11.7%	➖ noise
67	duckdb:vortex-compact	-0.7%	-0.3%	-0.5%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	+4.5%	-0.3%	+4.8%	+10.8%	➖ noise
68	datafusion:vortex-compact	-3.4%	-0.5%	-2.9%	+14.5%	➖ noise
68	datafusion:vortex-file-compressed	+2.1%	-0.5%	+2.6%	+10.0%	➖ noise
68	duckdb:duckdb	+3.1%	-0.5%	+3.6%	+10.0%	➖ noise
68	duckdb:vortex-compact	-5.1%	-0.5%	-4.6%	+10.0%	➖ noise
68	duckdb:vortex-file-compressed	-5.2%	-0.5%	-4.8%	+10.0%	➖ noise
69	datafusion:vortex-compact	+1.5%	+3.8%	-2.2%	+10.0%	➖ noise
69	datafusion:vortex-file-compressed	+3.9%	+3.8%	+0.1%	+10.0%	➖ noise
69	duckdb:duckdb	+4.3%	+3.8%	+0.5%	+10.0%	➖ noise
69	duckdb:vortex-compact	+2.3%	+3.8%	-1.5%	+10.9%	➖ noise
69	duckdb:vortex-file-compressed	+5.3%	+3.8%	+1.4%	+10.0%	➖ noise
70	datafusion:vortex-compact	-1.2%	+3.3%	-4.3%	+10.0%	➖ noise
70	datafusion:vortex-file-compressed	+2.1%	+3.3%	-1.2%	+11.4%	➖ noise
70	duckdb:duckdb	+0.3%	+3.3%	-2.9%	+11.3%	➖ noise
70	duckdb:vortex-compact	+2.1%	+3.3%	-1.1%	+10.6%	➖ noise
70	duckdb:vortex-file-compressed	+2.4%	+3.3%	-0.9%	+15.2%	➖ noise
71	datafusion:vortex-compact	-7.6%	+3.5%	-10.7%	+14.3%	➖ noise
71	datafusion:vortex-file-compressed	+2.2%	+3.5%	-1.3%	+16.1%	➖ noise
71	duckdb:duckdb	-9.2%	+3.5%	-12.3%	+15.6%	➖ noise
71	duckdb:vortex-compact	+3.1%	+3.5%	-0.5%	+10.0%	➖ noise
71	duckdb:vortex-file-compressed	+1.1%	+3.5%	-2.3%	+10.0%	➖ noise
72	datafusion:vortex-compact	+1.6%	+1.5%	+0.1%	+10.0%	➖ noise
72	datafusion:vortex-file-compressed	+3.6%	+1.5%	+2.1%	+10.0%	➖ noise
72	duckdb:duckdb	+1.4%	+1.5%	-0.1%	+10.0%	➖ noise
72	duckdb:vortex-compact	+2.0%	+1.5%	+0.5%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	+0.5%	+1.5%	-1.0%	+10.0%	➖ noise
73	datafusion:vortex-compact	+1.3%	+10.1%	-8.0%	+11.4%	➖ noise
73	datafusion:vortex-file-compressed	+4.7%	+10.1%	-4.9%	+20.4%	➖ noise
73	duckdb:duckdb	+3.3%	+10.1%	-6.2%	+13.1%	➖ noise
73	duckdb:vortex-compact	+2.2%	+10.1%	-7.2%	+14.0%	➖ noise
73	duckdb:vortex-file-compressed	+1.3%	+10.1%	-8.0%	+12.1%	➖ noise
74	datafusion:vortex-compact	+2.2%	-1.6%	+3.9%	+14.5%	➖ noise
74	datafusion:vortex-file-compressed	-0.7%	-1.6%	+0.9%	+10.5%	➖ noise
74	duckdb:duckdb	+0.3%	-1.6%	+1.9%	+10.0%	➖ noise
74	duckdb:vortex-compact	+5.6%	-1.6%	+7.3%	+13.3%	➖ noise
74	duckdb:vortex-file-compressed	+4.5%	-1.6%	+6.2%	+15.1%	➖ noise
75	datafusion:vortex-compact	+2.0%	+3.7%	-1.6%	+10.0%	➖ noise
75	datafusion:vortex-file-compressed	+3.2%	+3.7%	-0.5%	+10.0%	➖ noise
75	duckdb:duckdb	-0.1%	+3.7%	-3.6%	+10.0%	➖ noise
75	duckdb:vortex-compact	-0.9%	+3.7%	-4.4%	+10.0%	➖ noise
75	duckdb:vortex-file-compressed	+0.6%	+3.7%	-3.0%	+10.0%	➖ noise
76	datafusion:vortex-compact	+7.9%	-1.8%	+9.9%	+11.8%	➖ noise
76	datafusion:vortex-file-compressed	+35.4%	-1.8%	+37.9%	+10.0%	🚨 regression
76	duckdb:duckdb	-0.3%	-1.8%	+1.6%	+11.9%	➖ noise
76	duckdb:vortex-compact	+0.6%	-1.8%	+2.5%	+15.2%	➖ noise
76	duckdb:vortex-file-compressed	+21.9%	-1.8%	+24.2%	+21.4%	🚨 regression
77	datafusion:vortex-compact	-2.4%	+1.3%	-3.6%	+13.5%	➖ noise
77	datafusion:vortex-file-compressed	+2.8%	+1.3%	+1.5%	+12.3%	➖ noise
77	duckdb:duckdb	+3.4%	+1.3%	+2.1%	+10.0%	➖ noise
77	duckdb:vortex-compact	+7.7%	+1.3%	+6.4%	+16.3%	➖ noise
77	duckdb:vortex-file-compressed	+4.0%	+1.3%	+2.7%	+10.0%	➖ noise
78	datafusion:vortex-compact	+2.6%	+0.6%	+2.0%	+10.0%	➖ noise
78	datafusion:vortex-file-compressed	+1.2%	+0.6%	+0.6%	+10.0%	➖ noise
78	duckdb:duckdb	-0.1%	+0.6%	-0.7%	+10.0%	➖ noise
78	duckdb:vortex-compact	+3.0%	+0.6%	+2.4%	+10.0%	➖ noise
78	duckdb:vortex-file-compressed	-2.8%	+0.6%	-3.4%	+10.0%	➖ noise
79	datafusion:vortex-compact	+8.1%	+0.3%	+7.8%	+12.2%	➖ noise
79	datafusion:vortex-file-compressed	+1.3%	+0.3%	+1.0%	+10.0%	➖ noise
79	duckdb:duckdb	+0.5%	+0.3%	+0.3%	+14.4%	➖ noise
79	duckdb:vortex-compact	+0.1%	+0.3%	-0.2%	+14.6%	➖ noise
79	duckdb:vortex-file-compressed	-5.6%	+0.3%	-5.8%	+10.0%	➖ noise
80	datafusion:vortex-compact	+4.1%	+1.2%	+2.9%	+10.0%	➖ noise
80	datafusion:vortex-file-compressed	+0.5%	+1.2%	-0.7%	+10.0%	➖ noise
80	duckdb:duckdb	+3.5%	+1.2%	+2.3%	+10.0%	➖ noise
80	duckdb:vortex-compact	+3.2%	+1.2%	+2.0%	+10.0%	➖ noise
80	duckdb:vortex-file-compressed	-0.7%	+1.2%	-1.9%	+12.5%	➖ noise
81	datafusion:vortex-compact	+2.9%	+1.0%	+1.9%	+15.3%	➖ noise
81	datafusion:vortex-file-compressed	+3.1%	+1.0%	+2.1%	+10.0%	➖ noise
81	duckdb:duckdb	-0.2%	+1.0%	-1.2%	+10.0%	➖ noise
81	duckdb:vortex-compact	+3.2%	+1.0%	+2.1%	+10.0%	➖ noise
81	duckdb:vortex-file-compressed	+7.7%	+1.0%	+6.7%	+13.1%	➖ noise
82	datafusion:vortex-compact	+0.6%	-2.1%	+2.7%	+10.0%	➖ noise
82	datafusion:vortex-file-compressed	-2.1%	-2.1%	+0.0%	+10.0%	➖ noise
82	duckdb:duckdb	-0.1%	-2.1%	+2.0%	+13.2%	➖ noise
82	duckdb:vortex-compact	-1.7%	-2.1%	+0.4%	+10.0%	➖ noise
82	duckdb:vortex-file-compressed	-0.5%	-2.1%	+1.6%	+11.6%	➖ noise
83	datafusion:vortex-compact	+3.7%	+1.0%	+2.7%	+10.0%	➖ noise
83	datafusion:vortex-file-compressed	+11.6%	+1.0%	+10.6%	+10.4%	🚨 regression
83	duckdb:duckdb	+2.1%	+1.0%	+1.1%	+10.0%	➖ noise
83	duckdb:vortex-compact	+8.2%	+1.0%	+7.1%	+20.6%	➖ noise
83	duckdb:vortex-file-compressed	+6.1%	+1.0%	+5.0%	+10.0%	➖ noise
84	datafusion:vortex-compact	+8.4%	+1.9%	+6.4%	+10.1%	➖ noise
84	datafusion:vortex-file-compressed	+4.5%	+1.9%	+2.5%	+10.0%	➖ noise
84	duckdb:duckdb	+6.3%	+1.9%	+4.3%	+10.0%	➖ noise
84	duckdb:vortex-compact	-23.0%	+1.9%	-24.4%	+10.0%	✅ faster
84	duckdb:vortex-file-compressed	-14.1%	+1.9%	-15.7%	+10.0%	✅ faster
85	datafusion:vortex-compact	+12.9%	+0.3%	+12.6%	+17.1%	➖ noise
85	datafusion:vortex-file-compressed	+2.0%	+0.3%	+1.8%	+10.0%	➖ noise
85	duckdb:duckdb	+1.5%	+0.3%	+1.2%	+10.0%	➖ noise
85	duckdb:vortex-compact	-6.9%	+0.3%	-7.2%	+10.0%	➖ noise
85	duckdb:vortex-file-compressed	-11.4%	+0.3%	-11.7%	+10.0%	✅ faster
86	datafusion:vortex-compact	+23.0%	+2.5%	+19.9%	+20.5%	➖ noise
86	datafusion:vortex-file-compressed	-1.1%	+2.5%	-3.5%	+13.9%	➖ noise
86	duckdb:duckdb	+1.1%	+2.5%	-1.4%	+10.0%	➖ noise
86	duckdb:vortex-compact	+5.2%	+2.5%	+2.6%	+15.8%	➖ noise
86	duckdb:vortex-file-compressed	-6.7%	+2.5%	-9.0%	+13.0%	➖ noise
87	datafusion:vortex-compact	+4.3%	-0.6%	+4.9%	+10.0%	➖ noise
87	datafusion:vortex-file-compressed	+7.7%	-0.6%	+8.3%	+10.0%	➖ noise
87	duckdb:duckdb	+2.2%	-0.6%	+2.8%	+10.0%	➖ noise
87	duckdb:vortex-compact	-0.2%	-0.6%	+0.4%	+12.5%	➖ noise
87	duckdb:vortex-file-compressed	+1.7%	-0.6%	+2.3%	+12.9%	➖ noise
88	datafusion:vortex-compact	+0.1%	+1.8%	-1.7%	+10.0%	➖ noise
88	datafusion:vortex-file-compressed	+2.6%	+1.8%	+0.7%	+10.0%	➖ noise
88	duckdb:duckdb	-0.3%	+1.8%	-2.1%	+10.0%	➖ noise
88	duckdb:vortex-compact	+3.3%	+1.8%	+1.5%	+10.0%	➖ noise
88	duckdb:vortex-file-compressed	+5.8%	+1.8%	+3.9%	+10.0%	➖ noise
89	datafusion:vortex-compact	-1.3%	+2.5%	-3.7%	+15.9%	➖ noise
89	datafusion:vortex-file-compressed	-1.3%	+2.5%	-3.7%	+14.4%	➖ noise
89	duckdb:duckdb	-3.3%	+2.5%	-5.6%	+12.0%	➖ noise
89	duckdb:vortex-compact	+3.0%	+2.5%	+0.5%	+10.7%	➖ noise
89	duckdb:vortex-file-compressed	+8.7%	+2.5%	+6.1%	+18.9%	➖ noise
90	datafusion:vortex-compact	+4.4%	+2.7%	+1.7%	+11.2%	➖ noise
90	datafusion:vortex-file-compressed	+2.5%	+2.7%	-0.2%	+12.7%	➖ noise
90	duckdb:duckdb	+7.1%	+2.7%	+4.3%	+10.0%	➖ noise
90	duckdb:vortex-compact	+0.2%	+2.7%	-2.4%	+10.8%	➖ noise
90	duckdb:vortex-file-compressed	+8.1%	+2.7%	+5.3%	+17.0%	➖ noise
91	datafusion:vortex-compact	+1.0%	+2.9%	-1.8%	+11.0%	➖ noise
91	datafusion:vortex-file-compressed	+2.5%	+2.9%	-0.4%	+10.0%	➖ noise
91	duckdb:duckdb	+11.7%	+2.9%	+8.6%	+10.0%	➖ noise
91	duckdb:vortex-compact	-1.6%	+2.9%	-4.4%	+12.1%	➖ noise
91	duckdb:vortex-file-compressed	-8.8%	+2.9%	-11.4%	+10.0%	✅ faster
92	datafusion:vortex-compact	-2.3%	+3.4%	-5.4%	+11.2%	➖ noise
92	datafusion:vortex-file-compressed	+7.7%	+3.4%	+4.2%	+10.0%	➖ noise
92	duckdb:duckdb	+3.7%	+3.4%	+0.3%	+10.0%	➖ noise
92	duckdb:vortex-compact	-5.8%	+3.4%	-8.9%	+19.8%	➖ noise
92	duckdb:vortex-file-compressed	+6.0%	+3.4%	+2.6%	+17.9%	➖ noise
93	datafusion:vortex-compact	+4.0%	+1.9%	+2.0%	+10.0%	➖ noise
93	datafusion:vortex-file-compressed	+0.9%	+1.9%	-1.0%	+10.0%	➖ noise
93	duckdb:duckdb	+2.1%	+1.9%	+0.1%	+10.0%	➖ noise
93	duckdb:vortex-compact	-1.4%	+1.9%	-3.2%	+13.3%	➖ noise
93	duckdb:vortex-file-compressed	+0.3%	+1.9%	-1.6%	+10.0%	➖ noise
94	datafusion:vortex-compact	+5.4%	+0.0%	+5.4%	+10.9%	➖ noise
94	datafusion:vortex-file-compressed	+8.8%	+0.0%	+8.8%	+13.0%	➖ noise
94	duckdb:duckdb	-0.1%	+0.0%	-0.1%	+10.0%	➖ noise
94	duckdb:vortex-compact	+5.9%	+0.0%	+5.9%	+10.0%	➖ noise
94	duckdb:vortex-file-compressed	+6.7%	+0.0%	+6.7%	+10.0%	➖ noise
95	datafusion:vortex-compact	+3.1%	+9.4%	-5.7%	+11.0%	➖ noise
95	datafusion:vortex-file-compressed	+3.7%	+9.4%	-5.2%	+11.0%	➖ noise
95	duckdb:duckdb	+12.0%	+9.4%	+2.3%	+21.4%	➖ noise
95	duckdb:vortex-compact	+8.2%	+9.4%	-1.1%	+17.0%	➖ noise
95	duckdb:vortex-file-compressed	+5.1%	+9.4%	-4.0%	+13.7%	➖ noise
96	datafusion:vortex-compact	+0.4%	+2.0%	-1.5%	+10.0%	➖ noise
96	datafusion:vortex-file-compressed	+2.3%	+2.0%	+0.2%	+10.0%	➖ noise
96	duckdb:duckdb	-2.3%	+2.0%	-4.2%	+10.0%	➖ noise
96	duckdb:vortex-compact	+0.4%	+2.0%	-1.6%	+10.0%	➖ noise
96	duckdb:vortex-file-compressed	+10.1%	+2.0%	+8.0%	+19.7%	➖ noise
97	datafusion:vortex-compact	+1.7%	-0.7%	+2.3%	+10.0%	➖ noise
97	datafusion:vortex-file-compressed	+2.1%	-0.7%	+2.8%	+10.0%	➖ noise
97	duckdb:duckdb	+1.1%	-0.7%	+1.7%	+10.0%	➖ noise
97	duckdb:vortex-compact	-3.9%	-0.7%	-3.3%	+10.0%	➖ noise
97	duckdb:vortex-file-compressed	+0.0%	-0.7%	+0.7%	+10.0%	➖ noise
98	datafusion:vortex-compact	+3.1%	+5.0%	-1.8%	+10.0%	➖ noise
98	datafusion:vortex-file-compressed	+2.5%	+5.0%	-2.4%	+10.0%	➖ noise
98	duckdb:duckdb	-0.3%	+5.0%	-5.1%	+10.0%	➖ noise
98	duckdb:vortex-compact	+5.8%	+5.0%	+0.8%	+10.7%	➖ noise
98	duckdb:vortex-file-compressed	+2.7%	+5.0%	-2.2%	+10.0%	➖ noise
99	datafusion:vortex-compact	+3.6%	-3.0%	+6.8%	+20.2%	➖ noise
99	datafusion:vortex-file-compressed	+0.0%	-3.0%	+3.2%	+20.7%	➖ noise
99	duckdb:duckdb	+0.9%	-3.0%	+4.1%	+28.5%	➖ noise
99	duckdb:vortex-compact	+8.3%	-3.0%	+11.7%	+20.3%	➖ noise
99	duckdb:vortex-file-compressed	-14.7%	-3.0%	-12.1%	+12.3%	✅ faster

[github-actions]

File Sizes: TPC-DS SF=1 on NVME

File Size Changes (48 files changed, -0.0% overall, 0↑ 48↓)

File	Scale	Format	Base	HEAD	Change	%
store_sales.vortex	1.0	vortex-file-compressed	97.04 MB	97.04 MB	32 B	-0.0%
store_sales.vortex	1.0	vortex-compact	77.87 MB	77.87 MB	32 B	-0.0%
catalog_sales.vortex	1.0	vortex-file-compressed	70.78 MB	70.78 MB	32 B	-0.0%
catalog_sales.vortex	1.0	vortex-compact	59.31 MB	59.31 MB	32 B	-0.0%
inventory.vortex	1.0	vortex-file-compressed	36.64 MB	36.64 MB	32 B	-0.0%
web_sales.vortex	1.0	vortex-file-compressed	34.27 MB	34.27 MB	32 B	-0.0%
web_sales.vortex	1.0	vortex-compact	29.35 MB	29.35 MB	32 B	-0.0%
inventory.vortex	1.0	vortex-compact	16.07 MB	16.07 MB	32 B	-0.0%
store_returns.vortex	1.0	vortex-file-compressed	11.39 MB	11.39 MB	32 B	-0.0%
store_returns.vortex	1.0	vortex-compact	9.31 MB	9.31 MB	32 B	-0.0%
catalog_returns.vortex	1.0	vortex-file-compressed	7.43 MB	7.43 MB	32 B	-0.0%
catalog_returns.vortex	1.0	vortex-compact	6.02 MB	6.02 MB	32 B	-0.0%
customer.vortex	1.0	vortex-file-compressed	4.52 MB	4.52 MB	32 B	-0.0%
web_returns.vortex	1.0	vortex-file-compressed	3.55 MB	3.55 MB	32 B	-0.0%
customer.vortex	1.0	vortex-compact	3.29 MB	3.29 MB	32 B	-0.0%
web_returns.vortex	1.0	vortex-compact	2.99 MB	2.99 MB	32 B	-0.0%
item.vortex	1.0	vortex-file-compressed	1.75 MB	1.75 MB	32 B	-0.0%
customer_demographics.vortex	1.0	vortex-file-compressed	1.49 MB	1.49 MB	32 B	-0.0%
date_dim.vortex	1.0	vortex-file-compressed	1.03 MB	1.03 MB	32 B	-0.0%
customer_address.vortex	1.0	vortex-file-compressed	1012.96 KB	1012.93 KB	32 B	-0.0%
item.vortex	1.0	vortex-compact	994.21 KB	994.18 KB	32 B	-0.0%
time_dim.vortex	1.0	vortex-file-compressed	687.30 KB	687.27 KB	32 B	-0.0%
customer_demographics.vortex	1.0	vortex-compact	649.61 KB	649.58 KB	32 B	-0.0%
catalog_page.vortex	1.0	vortex-file-compressed	611.57 KB	611.54 KB	32 B	-0.0%
customer_address.vortex	1.0	vortex-compact	558.62 KB	558.59 KB	32 B	-0.0%
catalog_page.vortex	1.0	vortex-compact	362.67 KB	362.64 KB	32 B	-0.0%
date_dim.vortex	1.0	vortex-compact	154.00 KB	153.96 KB	32 B	-0.0%
time_dim.vortex	1.0	vortex-compact	97.35 KB	97.32 KB	32 B	-0.0%
promotion.vortex	1.0	vortex-file-compressed	60.19 KB	60.16 KB	32 B	-0.1%
call_center.vortex	1.0	vortex-file-compressed	54.94 KB	54.91 KB	32 B	-0.1%
web_site.vortex	1.0	vortex-file-compressed	54.08 KB	54.05 KB	32 B	-0.1%
promotion.vortex	1.0	vortex-compact	51.51 KB	51.48 KB	32 B	-0.1%
call_center.vortex	1.0	vortex-compact	50.14 KB	50.11 KB	32 B	-0.1%
store.vortex	1.0	vortex-file-compressed	49.49 KB	49.46 KB	32 B	-0.1%
store.vortex	1.0	vortex-compact	45.76 KB	45.73 KB	32 B	-0.1%
web_site.vortex	1.0	vortex-compact	45.31 KB	45.28 KB	32 B	-0.1%
web_page.vortex	1.0	vortex-file-compressed	31.92 KB	31.89 KB	32 B	-0.1%
web_page.vortex	1.0	vortex-compact	27.84 KB	27.80 KB	32 B	-0.1%
warehouse.vortex	1.0	vortex-file-compressed	23.83 KB	23.80 KB	32 B	-0.1%
warehouse.vortex	1.0	vortex-compact	22.23 KB	22.20 KB	32 B	-0.1%
household_demographics.vortex	1.0	vortex-file-compressed	17.05 KB	17.02 KB	32 B	-0.2%
ship_mode.vortex	1.0	vortex-file-compressed	13.12 KB	13.09 KB	32 B	-0.2%
ship_mode.vortex	1.0	vortex-compact	10.95 KB	10.92 KB	32 B	-0.3%
household_demographics.vortex	1.0	vortex-compact	10.79 KB	10.76 KB	32 B	-0.3%
reason.vortex	1.0	vortex-file-compressed	7.23 KB	7.20 KB	32 B	-0.4%
income_band.vortex	1.0	vortex-file-compressed	6.19 KB	6.16 KB	32 B	-0.5%
income_band.vortex	1.0	vortex-compact	5.98 KB	5.95 KB	32 B	-0.5%
reason.vortex	1.0	vortex-compact	5.97 KB	5.94 KB	32 B	-0.5%

Totals:

• vortex-compact: 207.50 MB → 207.50 MB (-0.0%)
• vortex-file-compressed: 272.70 MB → 272.70 MB (-0.0%)

[github-actions]

Benchmarks: FineWeb S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -1.8%
Vortex (geomean): 1.022x ➖
Parquet (geomean): 1.041x ➖
Shifts: Parquet (control) +4.1% · Median polish +4.9%

---

datafusion / vortex-file-compressed (1.007x ➖, 0↑ 1↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚨	52272986	39296095	1.33
fineweb_q01/datafusion:vortex-file-compressed	557361356	522684825	1.07
fineweb_q02/datafusion:vortex-file-compressed	553030835	529805160	1.04
fineweb_q03/datafusion:vortex-file-compressed	1445912822	1583538107	0.91
fineweb_q04/datafusion:vortex-file-compressed	1352475426	1470138063	0.92
fineweb_q05/datafusion:vortex-file-compressed	1357345772	1371343231	0.99
fineweb_q06/datafusion:vortex-file-compressed	1519720716	1536651828	0.99
fineweb_q07/datafusion:vortex-file-compressed	1373553485	1380299089	1.00
fineweb_q08/datafusion:vortex-file-compressed	464061121	527831394	0.88

datafusion / vortex-compact (1.120x ➖, 0↑ 1↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	35723857	33349222	1.07
fineweb_q01/datafusion:vortex-compact 🚨	682517876	521202904	1.31
fineweb_q02/datafusion:vortex-compact	559561978	568123276	0.98
fineweb_q03/datafusion:vortex-compact	1439933887	1348627205	1.07
fineweb_q04/datafusion:vortex-compact	1594824109	1578123926	1.01
fineweb_q05/datafusion:vortex-compact	1620354192	1365143944	1.19
fineweb_q06/datafusion:vortex-compact	1703953245	1341945382	1.27
fineweb_q07/datafusion:vortex-compact	1400142677	1189514816	1.18
fineweb_q08/datafusion:vortex-compact	405298859	386123154	1.05

datafusion / parquet (1.070x ➖, 0↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1495848230	1173445655	1.27
fineweb_q01/datafusion:parquet	2058413038	1969027431	1.05
fineweb_q02/datafusion:parquet	1895704484	1879197233	1.01
fineweb_q03/datafusion:parquet	1971195978	2104335714	0.94
fineweb_q04/datafusion:parquet	2039084109	1961964124	1.04
fineweb_q05/datafusion:parquet	2005632650	2001990840	1.00
fineweb_q06/datafusion:parquet	2136724318	1935171272	1.10
fineweb_q07/datafusion:parquet	2179956065	1794976302	1.21
fineweb_q08/datafusion:parquet	1929067359	1839256325	1.05

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

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	100391485	99062788	1.01
fineweb_q01/duckdb:vortex-file-compressed 🚀	608709377	916496520	0.66
fineweb_q02/duckdb:vortex-file-compressed	506547381	593185822	0.85
fineweb_q03/duckdb:vortex-file-compressed	1526129324	1540443574	0.99
fineweb_q04/duckdb:vortex-file-compressed	1493656704	1669298786	0.89
fineweb_q05/duckdb:vortex-file-compressed	1538387943	1535633706	1.00
fineweb_q06/duckdb:vortex-file-compressed	1625517502	1794266856	0.91
fineweb_q07/duckdb:vortex-file-compressed	1526127235	1420748058	1.07
fineweb_q08/duckdb:vortex-file-compressed	655857866	611031437	1.07

duckdb / vortex-compact (1.038x ➖, 0↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	101426715	87582895	1.16
fineweb_q01/duckdb:vortex-compact	590167529	605918229	0.97
fineweb_q02/duckdb:vortex-compact	613662901	591438486	1.04
fineweb_q03/duckdb:vortex-compact	1703191135	1748626734	0.97
fineweb_q04/duckdb:vortex-compact	1783219211	1791185634	1.00
fineweb_q05/duckdb:vortex-compact	1657977848	1611146630	1.03
fineweb_q06/duckdb:vortex-compact	1546711378	1515906029	1.02
fineweb_q07/duckdb:vortex-compact	1425927434	1345644378	1.06
fineweb_q08/duckdb:vortex-compact	501944701	453786145	1.11

duckdb / parquet (1.012x ➖, 0↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1136240294	1314515604	0.86
fineweb_q01/duckdb:parquet	1493276183	1349386569	1.11
fineweb_q02/duckdb:parquet	1358585710	1420255741	0.96
fineweb_q03/duckdb:parquet	3979766588	3824807169	1.04
fineweb_q04/duckdb:parquet	2034433255	1876656051	1.08
fineweb_q05/duckdb:parquet	2273468355	2060690564	1.10
fineweb_q06/duckdb:parquet	4951265991	4491042418	1.10
fineweb_q07/duckdb:parquet	2651983790	2674649220	0.99
fineweb_q08/duckdb:parquet	1105855805	1235316648	0.90

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+7.1%	+5.0%	+2.0%	+184.6%	➖ noise
0	datafusion:vortex-file-compressed	+33.0%	+5.0%	+26.7%	+121.4%	➖ noise
0	duckdb:vortex-compact	+15.8%	+5.0%	+10.3%	+38.1%	➖ noise
0	duckdb:vortex-file-compressed	+1.3%	+5.0%	-3.5%	+55.1%	➖ noise
1	datafusion:vortex-compact	+31.0%	+7.6%	+21.7%	+64.9%	➖ noise
1	datafusion:vortex-file-compressed	+6.6%	+7.6%	-0.9%	+79.5%	➖ noise
1	duckdb:vortex-compact	-2.6%	+7.6%	-9.4%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	-33.6%	+7.6%	-38.3%	+39.4%	✅ faster
2	datafusion:vortex-compact	-1.5%	-1.8%	+0.3%	+33.7%	➖ noise
2	datafusion:vortex-file-compressed	+4.4%	-1.8%	+6.3%	+52.4%	➖ noise
2	duckdb:vortex-compact	+3.8%	-1.8%	+5.6%	+49.8%	➖ noise
2	duckdb:vortex-file-compressed	-14.6%	-1.8%	-13.1%	+35.2%	➖ noise
3	datafusion:vortex-compact	+6.8%	-1.3%	+8.1%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	-8.7%	-1.3%	-7.5%	+30.0%	➖ noise
3	duckdb:vortex-compact	-2.6%	-1.3%	-1.3%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	-0.9%	-1.3%	+0.3%	+30.0%	➖ noise
4	datafusion:vortex-compact	+1.1%	+6.1%	-4.8%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	-8.0%	+6.1%	-13.3%	+30.0%	➖ noise
4	duckdb:vortex-compact	-0.4%	+6.1%	-6.2%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	-10.5%	+6.1%	-15.7%	+30.0%	➖ noise
5	datafusion:vortex-compact	+18.7%	+5.1%	+12.9%	+32.4%	➖ noise
5	datafusion:vortex-file-compressed	-1.0%	+5.1%	-5.9%	+30.0%	➖ noise
5	duckdb:vortex-compact	+2.9%	+5.1%	-2.1%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+0.2%	+5.1%	-4.7%	+30.0%	➖ noise
6	datafusion:vortex-compact	+27.0%	+10.3%	+15.1%	+30.3%	➖ noise
6	datafusion:vortex-file-compressed	-1.1%	+10.3%	-10.4%	+30.0%	➖ noise
6	duckdb:vortex-compact	+2.0%	+10.3%	-7.5%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-9.4%	+10.3%	-17.9%	+30.0%	➖ noise
7	datafusion:vortex-compact	+17.7%	+9.7%	+7.3%	+36.8%	➖ noise
7	datafusion:vortex-file-compressed	-0.5%	+9.7%	-9.3%	+30.0%	➖ noise
7	duckdb:vortex-compact	+6.0%	+9.7%	-3.4%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+7.4%	+9.7%	-2.1%	+30.0%	➖ noise
8	datafusion:vortex-compact	+5.0%	-3.1%	+8.3%	+43.4%	➖ noise
8	datafusion:vortex-file-compressed	-12.1%	-3.1%	-9.3%	+30.0%	➖ noise
8	duckdb:vortex-compact	+10.6%	-3.1%	+14.2%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+7.3%	-3.1%	+10.8%	+30.0%	➖ noise

[github-actions]

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +2.1%
Vortex (geomean): 1.019x ➖
Parquet (geomean): 0.999x ➖
Shifts: Parquet (control) -0.1% · Median polish +2.1%

---

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

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	12165064	12259392	0.99
statpopgen_q01/duckdb:vortex-file-compressed	26501064	27842549	0.95
statpopgen_q02/duckdb:vortex-file-compressed	550537768	525742720	1.05
statpopgen_q03/duckdb:vortex-file-compressed	1087280882	1052500509	1.03
statpopgen_q04/duckdb:vortex-file-compressed	1056697095	1060133510	1.00
statpopgen_q05/duckdb:vortex-file-compressed	503823897	480726365	1.05
statpopgen_q06/duckdb:vortex-file-compressed	1561603048	1544825418	1.01
statpopgen_q07/duckdb:vortex-file-compressed	218163967	208051323	1.05
statpopgen_q08/duckdb:vortex-file-compressed	243689231	237853247	1.02
statpopgen_q09/duckdb:vortex-file-compressed	856064118	859870552	1.00
statpopgen_q10/duckdb:vortex-file-compressed	2624548071	2581225459	1.02

duckdb / vortex-compact (1.024x ➖, 0↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	12528654	12255795	1.02
statpopgen_q01/duckdb:vortex-compact	216942370	216429644	1.00
statpopgen_q02/duckdb:vortex-compact	572619681	558820974	1.02
statpopgen_q03/duckdb:vortex-compact	1163997483	1137246823	1.02
statpopgen_q04/duckdb:vortex-compact	1219073450	1160927583	1.05
statpopgen_q05/duckdb:vortex-compact	570845168	565074513	1.01
statpopgen_q06/duckdb:vortex-compact	1522651704	1478451718	1.03
statpopgen_q07/duckdb:vortex-compact	900435674	879116738	1.02
statpopgen_q08/duckdb:vortex-compact	930315450	909803117	1.02
statpopgen_q09/duckdb:vortex-compact	949455063	926662778	1.02
statpopgen_q10/duckdb:vortex-compact	2663504231	2582507956	1.03

duckdb / parquet (0.999x ➖, 0↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	296730084	303511752	0.98
statpopgen_q01/duckdb:parquet	384660855	379902131	1.01
statpopgen_q02/duckdb:parquet	760838554	767359716	0.99
statpopgen_q03/duckdb:parquet	1173433024	1193837666	0.98
statpopgen_q04/duckdb:parquet	1196343603	1188751421	1.01
statpopgen_q05/duckdb:parquet	806034394	811523257	0.99
statpopgen_q06/duckdb:parquet	1414098391	1421995008	0.99
statpopgen_q07/duckdb:parquet	849449015	849610367	1.00
statpopgen_q08/duckdb:parquet	866105696	850978944	1.02
statpopgen_q09/duckdb:parquet	999866626	1011891106	0.99
statpopgen_q10/duckdb:parquet	2235378827	2188015849	1.02

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	+2.2%	-2.2%	+4.6%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	-0.8%	-2.2%	+1.5%	+14.4%	➖ noise
1	duckdb:vortex-compact	+0.2%	+1.3%	-1.0%	+42.0%	➖ noise
1	duckdb:vortex-file-compressed	-4.8%	+1.3%	-6.0%	+213.9%	➖ noise
2	duckdb:vortex-compact	+2.5%	-0.8%	+3.3%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+4.7%	-0.8%	+5.6%	+10.0%	➖ noise
3	duckdb:vortex-compact	+2.4%	-1.7%	+4.1%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+3.3%	-1.7%	+5.1%	+10.0%	➖ noise
4	duckdb:vortex-compact	+5.0%	+0.6%	+4.3%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-0.3%	+0.6%	-1.0%	+10.0%	➖ noise
5	duckdb:vortex-compact	+1.0%	-0.7%	+1.7%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+4.8%	-0.7%	+5.5%	+10.0%	➖ noise
6	duckdb:vortex-compact	+3.0%	-0.6%	+3.6%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+1.1%	-0.6%	+1.7%	+10.0%	➖ noise
7	duckdb:vortex-compact	+2.4%	-0.0%	+2.4%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+4.9%	-0.0%	+4.9%	+10.0%	➖ noise
8	duckdb:vortex-compact	+2.3%	+1.8%	+0.5%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+2.5%	+1.8%	+0.7%	+10.0%	➖ noise
9	duckdb:vortex-compact	+2.5%	-1.2%	+3.7%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-0.4%	-1.2%	+0.8%	+10.2%	➖ noise
10	duckdb:vortex-compact	+3.1%	+2.2%	+1.0%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+1.7%	+2.2%	-0.5%	+10.0%	➖ noise

[github-actions]

File Sizes: Statistical and Population Genetics

File Size Changes (2 files changed, -0.0% overall, 0↑ 2↓)

File	Scale	Format	Base	HEAD	Change	%
gnomad.genomes.v3.1.2.hgdp_tgp.chr21.vortex	100000	vortex-file-compressed	1.97 GB	1.97 GB	32 B	-0.0%
gnomad.genomes.v3.1.2.hgdp_tgp.chr21.vortex	100000	vortex-compact	959.35 MB	959.35 MB	32 B	-0.0%

Totals:

• vortex-compact: 959.62 MB → 959.62 MB (-0.0%)
• vortex-file-compressed: 1.97 GB → 1.97 GB (-0.0%)

[github-actions]

Benchmarks: Random Access

Vortex (geomean): 0.912x ➖
Parquet (geomean): 0.935x ➖

---

unknown / unknown (0.949x ➖, 11↑ 1↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk	382019	363961	1.05
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer	1017017	1015237	1.00
random-access/feature-vectors/correlated/parquet-tokio-local-disk	8060093895	8223518073	0.98
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	8097064081	8204570546	0.99
random-access/feature-vectors/correlated/vortex-tokio-local-disk 🚀	7564750	8681736	0.87
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer 🚀	6725643	7660045	0.88
random-access/feature-vectors/uniform/lance-tokio-local-disk	1201187	1214639	0.99
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer	1856819	1871872	0.99
random-access/feature-vectors/uniform/parquet-tokio-local-disk	8101828935	8236020056	0.98
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer 🚀	8096484030	9203926849	0.88
random-access/feature-vectors/uniform/vortex-tokio-local-disk 🚀	13208689	15273442	0.86
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer	12904516	13194414	0.98
random-access/lance-tokio-local-disk	678574	647506	1.05
random-access/lance-tokio-local-disk-footer	1396949	1417390	0.99
random-access/nested-lists/correlated/lance-tokio-local-disk	236162	239732	0.99
random-access/nested-lists/correlated/lance-tokio-local-disk-footer	577132	583788	0.99
random-access/nested-lists/correlated/parquet-tokio-local-disk	128082115	130729722	0.98
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	128343278	129923445	0.99
random-access/nested-lists/correlated/vortex-tokio-local-disk 🚀	529377	616616	0.86
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer 🚀	554253	631551	0.88
random-access/nested-lists/uniform/lance-tokio-local-disk	1022632	1036363	0.99
random-access/nested-lists/uniform/lance-tokio-local-disk-footer	1379427	1393038	0.99
random-access/nested-lists/uniform/parquet-tokio-local-disk	128909505	141273358	0.91
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	128663165	130648657	0.98
random-access/nested-lists/uniform/vortex-tokio-local-disk	2095132	2154264	0.97
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer	2098512	2165857	0.97
random-access/nested-structs/correlated/lance-tokio-local-disk	367107	371072	0.99
random-access/nested-structs/correlated/lance-tokio-local-disk-footer	546395	549213	0.99
random-access/nested-structs/correlated/parquet-tokio-local-disk 🚀	20547248	22986504	0.89
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer	20623185	22255260	0.93
random-access/nested-structs/correlated/vortex-tokio-local-disk 🚀	637627	894705	0.71
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer	703374	727223	0.97
random-access/nested-structs/uniform/lance-tokio-local-disk	2562213	2596746	0.99
random-access/nested-structs/uniform/lance-tokio-local-disk-footer	2760575	2826551	0.98
random-access/nested-structs/uniform/parquet-tokio-local-disk 🚀	20445985	26971800	0.76
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer 🚀	20603832	27017751	0.76
random-access/nested-structs/uniform/vortex-tokio-local-disk	1528975	1596217	0.96
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer	1618830	1567036	1.03
random-access/parquet-tokio-local-disk	166402773	167812486	0.99
random-access/parquet-tokio-local-disk-footer	166704353	174200957	0.96
random-access/taxi/correlated/lance-tokio-local-disk	990576	993566	1.00
random-access/taxi/correlated/lance-tokio-local-disk-footer 🚨	2076336	1835673	1.13
random-access/taxi/correlated/parquet-tokio-local-disk	246796614	267647677	0.92
random-access/taxi/correlated/parquet-tokio-local-disk-footer	246606675	249684493	0.99
random-access/taxi/correlated/vortex-tokio-local-disk 🚀	1481180	1775650	0.83
random-access/taxi/correlated/vortex-tokio-local-disk-footer	1945046	1945345	1.00
random-access/taxi/uniform/lance-tokio-local-disk	9536542	9741961	0.98
random-access/taxi/uniform/lance-tokio-local-disk-footer	10032957	10228384	0.98
random-access/taxi/uniform/parquet-tokio-local-disk	264017555	264792518	1.00
random-access/taxi/uniform/parquet-tokio-local-disk-footer	263834304	264109533	1.00
random-access/taxi/uniform/vortex-tokio-local-disk	5098489	5596696	0.91
random-access/taxi/uniform/vortex-tokio-local-disk-footer	5088249	5403106	0.94
random-access/vortex-tokio-local-disk	1139047	1231774	0.92
random-access/vortex-tokio-local-disk-footer	1153472	1254708	0.92

[github-actions]

Benchmarks: TPC-H SF=10 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +1.1%
Vortex (geomean): 1.036x ➖
Parquet (geomean): 1.024x ➖
Shifts: Parquet (control) +2.4% · Median polish +3.1%

---

datafusion / vortex-file-compressed (1.035x ➖, 0↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	396071465	399217453	0.99
tpch_q02/datafusion:vortex-file-compressed	109346030	104161576	1.05
tpch_q03/datafusion:vortex-file-compressed	222012841	210061688	1.06
tpch_q04/datafusion:vortex-file-compressed	116206418	110853496	1.05
tpch_q05/datafusion:vortex-file-compressed	381900590	363553609	1.05
tpch_q06/datafusion:vortex-file-compressed	36912065	35941029	1.03
tpch_q07/datafusion:vortex-file-compressed	518934479	497533422	1.04
tpch_q08/datafusion:vortex-file-compressed	362719414	346686224	1.05
tpch_q09/datafusion:vortex-file-compressed	638999554	619738459	1.03
tpch_q10/datafusion:vortex-file-compressed	229112347	225746821	1.01
tpch_q11/datafusion:vortex-file-compressed	82424502	79184946	1.04
tpch_q12/datafusion:vortex-file-compressed	116763149	114246052	1.02
tpch_q13/datafusion:vortex-file-compressed	218489978	212767323	1.03
tpch_q14/datafusion:vortex-file-compressed	53217715	52575801	1.01
tpch_q15/datafusion:vortex-file-compressed	99250719	95922507	1.03
tpch_q16/datafusion:vortex-file-compressed	77925949	73688887	1.06
tpch_q17/datafusion:vortex-file-compressed	648746342	623122006	1.04
tpch_q18/datafusion:vortex-file-compressed	871891158	820957841	1.06
tpch_q19/datafusion:vortex-file-compressed	70750250	66855537	1.06
tpch_q20/datafusion:vortex-file-compressed	165166891	160639287	1.03
tpch_q21/datafusion:vortex-file-compressed	678785125	646344193	1.05
tpch_q22/datafusion:vortex-file-compressed	64848143	65493723	0.99

datafusion / vortex-compact (1.046x ➖, 0↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	457191633	429066569	1.07
tpch_q02/datafusion:vortex-compact	114918056	106702291	1.08
tpch_q03/datafusion:vortex-compact	220017363	212607316	1.03
tpch_q04/datafusion:vortex-compact	121544177	118971283	1.02
tpch_q05/datafusion:vortex-compact	386119874	369411382	1.05
tpch_q06/datafusion:vortex-compact	59045323	57661482	1.02
tpch_q07/datafusion:vortex-compact	536179916	514190150	1.04
tpch_q08/datafusion:vortex-compact	371813855	352862357	1.05
tpch_q09/datafusion:vortex-compact	658802174	626638193	1.05
tpch_q10/datafusion:vortex-compact	249174450	237482560	1.05
tpch_q11/datafusion:vortex-compact	87956751	80675433	1.09
tpch_q12/datafusion:vortex-compact	164016895	157811766	1.04
tpch_q13/datafusion:vortex-compact	271445222	258577136	1.05
tpch_q14/datafusion:vortex-compact	72238695	69446716	1.04
tpch_q15/datafusion:vortex-compact	159658146	150490218	1.06
tpch_q16/datafusion:vortex-compact	81383186	77542764	1.05
tpch_q17/datafusion:vortex-compact	658603351	625014953	1.05
tpch_q18/datafusion:vortex-compact	881930371	827107842	1.07
tpch_q19/datafusion:vortex-compact	125025955	127077711	0.98
tpch_q20/datafusion:vortex-compact	189042059	181650646	1.04
tpch_q21/datafusion:vortex-compact	685818623	654102689	1.05
tpch_q22/datafusion:vortex-compact	74262694	71491072	1.04

datafusion / parquet (1.030x ➖, 0↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	455333218	464868950	0.98
tpch_q02/datafusion:parquet	179097559	166892338	1.07
tpch_q03/datafusion:parquet	290715458	280585511	1.04
tpch_q04/datafusion:parquet	132141115	125172772	1.06
tpch_q05/datafusion:parquet	446843550	427423437	1.05
tpch_q06/datafusion:parquet	122995135	121575072	1.01
tpch_q07/datafusion:parquet	613689709	597158578	1.03
tpch_q08/datafusion:parquet	473965616	453269095	1.05
tpch_q09/datafusion:parquet	759544343	725273097	1.05
tpch_q10/datafusion:parquet	496191959	485309639	1.02
tpch_q11/datafusion:parquet	116765428	114992588	1.02
tpch_q12/datafusion:parquet	197776033	203396713	0.97
tpch_q13/datafusion:parquet	334771532	327654592	1.02
tpch_q14/datafusion:parquet	162598267	154105984	1.06
tpch_q15/datafusion:parquet	250685856	242729650	1.03
tpch_q16/datafusion:parquet	124139458	120951537	1.03
tpch_q17/datafusion:parquet	694719905	671671472	1.03
tpch_q18/datafusion:parquet	921733760	855271972	1.08
tpch_q19/datafusion:parquet	264669892	260836787	1.01
tpch_q20/datafusion:parquet	292303888	283186898	1.03
tpch_q21/datafusion:parquet	710842635	679952649	1.05
tpch_q22/datafusion:parquet	209494883	211630287	0.99

datafusion / arrow (1.046x ➖, 0↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	612371216	586816663	1.04
tpch_q02/datafusion:arrow	172136406	161236933	1.07
tpch_q03/datafusion:arrow	476462581	459554781	1.04
tpch_q04/datafusion:arrow	351579607	338889391	1.04
tpch_q05/datafusion:arrow	955034964	915170451	1.04
tpch_q06/datafusion:arrow	295597367	279622606	1.06
tpch_q07/datafusion:arrow	1199418142	1135097090	1.06
tpch_q08/datafusion:arrow	1183205064	1110853696	1.07
tpch_q09/datafusion:arrow	1397421687	1320035869	1.06
tpch_q10/datafusion:arrow	608042206	578993240	1.05
tpch_q11/datafusion:arrow	141023066	137002770	1.03
tpch_q12/datafusion:arrow	669554496	656656309	1.02
tpch_q13/datafusion:arrow	512933297	496977346	1.03
tpch_q14/datafusion:arrow	335258312	313143915	1.07
tpch_q15/datafusion:arrow	721023145	677479607	1.06
tpch_q16/datafusion:arrow	107704854	103584528	1.04
tpch_q17/datafusion:arrow	1371471761	1310010684	1.05
tpch_q18/datafusion:arrow	1944314763	1857791823	1.05
tpch_q19/datafusion:arrow	497252918	488244373	1.02
tpch_q20/datafusion:arrow	506132314	477927474	1.06
tpch_q21/datafusion:arrow	3037618084	2960180098	1.03
tpch_q22/datafusion:arrow	133464451	126951770	1.05

duckdb / vortex-file-compressed (1.031x ➖, 0↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	173123415	172230310	1.01
tpch_q02/duckdb:vortex-file-compressed	53663525	53268592	1.01
tpch_q03/duckdb:vortex-file-compressed	129567416	125740237	1.03
tpch_q04/duckdb:vortex-file-compressed	167349441	160169095	1.04
tpch_q05/duckdb:vortex-file-compressed	141606953	138035116	1.03
tpch_q06/duckdb:vortex-file-compressed	34262170	32089003	1.07
tpch_q07/duckdb:vortex-file-compressed	139155640	134770168	1.03
tpch_q08/duckdb:vortex-file-compressed	177514002	168501959	1.05
tpch_q09/duckdb:vortex-file-compressed	403981563	394855180	1.02
tpch_q10/duckdb:vortex-file-compressed	193204177	192010422	1.01
tpch_q11/duckdb:vortex-file-compressed	33261836	32817220	1.01
tpch_q12/duckdb:vortex-file-compressed	101641709	99564250	1.02
tpch_q13/duckdb:vortex-file-compressed	238385048	228259610	1.04
tpch_q14/duckdb:vortex-file-compressed	56018375	54304907	1.03
tpch_q15/duckdb:vortex-file-compressed	94558788	89009139	1.06
tpch_q16/duckdb:vortex-file-compressed	79640339	78057124	1.02
tpch_q17/duckdb:vortex-file-compressed	99236209	94354642	1.05
tpch_q18/duckdb:vortex-file-compressed	291257735	282838005	1.03
tpch_q19/duckdb:vortex-file-compressed	80191034	77935858	1.03
tpch_q20/duckdb:vortex-file-compressed	155539434	152586418	1.02
tpch_q21/duckdb:vortex-file-compressed	506924225	487809528	1.04
tpch_q22/duckdb:vortex-file-compressed	66578143	64959598	1.02

duckdb / vortex-compact (1.032x ➖, 0↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	233230457	227404777	1.03
tpch_q02/duckdb:vortex-compact	59301567	58124614	1.02
tpch_q03/duckdb:vortex-compact	142731688	136990028	1.04
tpch_q04/duckdb:vortex-compact	179134468	172542740	1.04
tpch_q05/duckdb:vortex-compact	169235058	164627630	1.03
tpch_q06/duckdb:vortex-compact	56196185	55306607	1.02
tpch_q07/duckdb:vortex-compact	177504982	172131014	1.03
tpch_q08/duckdb:vortex-compact	195539483	187093001	1.05
tpch_q09/duckdb:vortex-compact	431249949	426608174	1.01
tpch_q10/duckdb:vortex-compact	221280054	217925607	1.02
tpch_q11/duckdb:vortex-compact	39762562	38054960	1.04
tpch_q12/duckdb:vortex-compact	165523685	161648904	1.02
tpch_q13/duckdb:vortex-compact	285420574	274280999	1.04
tpch_q14/duckdb:vortex-compact	74762905	73722052	1.01
tpch_q15/duckdb:vortex-compact	120104418	113350999	1.06
tpch_q16/duckdb:vortex-compact	81634538	79670621	1.02
tpch_q17/duckdb:vortex-compact	111177983	107167252	1.04
tpch_q18/duckdb:vortex-compact	297201005	285754447	1.04
tpch_q19/duckdb:vortex-compact	98871109	94645406	1.04
tpch_q20/duckdb:vortex-compact	188532135	181977537	1.04
tpch_q21/duckdb:vortex-compact	530194836	514278982	1.03
tpch_q22/duckdb:vortex-compact	73697931	70817759	1.04

duckdb / parquet (1.018x ➖, 0↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	265962917	263345503	1.01
tpch_q02/duckdb:parquet	99741502	103428124	0.96
tpch_q03/duckdb:parquet	214493662	206345078	1.04
tpch_q04/duckdb:parquet	139929240	129930729	1.08
tpch_q05/duckdb:parquet	228656939	228354381	1.00
tpch_q06/duckdb:parquet	74160485	74955943	0.99
tpch_q07/duckdb:parquet	186250261	185355269	1.00
tpch_q08/duckdb:parquet	273579375	263636128	1.04
tpch_q09/duckdb:parquet	495049870	465383304	1.06
tpch_q10/duckdb:parquet	629983364	621849455	1.01
tpch_q11/duckdb:parquet	66656907	63231869	1.05
tpch_q12/duckdb:parquet	132213614	129576980	1.02
tpch_q13/duckdb:parquet	452088108	442788302	1.02
tpch_q14/duckdb:parquet	179398916	177628948	1.01
tpch_q15/duckdb:parquet	105648382	105605566	1.00
tpch_q16/duckdb:parquet	163383639	164643379	0.99
tpch_q17/duckdb:parquet	183221247	182908534	1.00
tpch_q18/duckdb:parquet	365531613	361754947	1.01
tpch_q19/duckdb:parquet	291027768	285075679	1.02
tpch_q20/duckdb:parquet	232421828	219799796	1.06
tpch_q21/duckdb:parquet	565599754	559717542	1.01
tpch_q22/duckdb:parquet	296649485	292697763	1.01

duckdb / duckdb (1.023x ➖, 0↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	121038881	120139444	1.01
tpch_q02/duckdb:duckdb	52593771	51701829	1.02
tpch_q03/duckdb:duckdb	104391660	103356506	1.01
tpch_q04/duckdb:duckdb	143938513	137902960	1.04
tpch_q05/duckdb:duckdb	121400959	118849686	1.02
tpch_q06/duckdb:duckdb	45364162	44658774	1.02
tpch_q07/duckdb:duckdb	93007264	91298947	1.02
tpch_q08/duckdb:duckdb	119820933	118491893	1.01
tpch_q09/duckdb:duckdb	285169628	279726361	1.02
tpch_q10/duckdb:duckdb	217768039	213537362	1.02
tpch_q11/duckdb:duckdb	19860644	19044181	1.04
tpch_q12/duckdb:duckdb	92484925	89458147	1.03
tpch_q13/duckdb:duckdb	233799053	231411875	1.01
tpch_q14/duckdb:duckdb	79503416	77644597	1.02
tpch_q15/duckdb:duckdb	82689597	81483449	1.01
tpch_q16/duckdb:duckdb	78020902	75595094	1.03
tpch_q17/duckdb:duckdb	88491469	87809796	1.01
tpch_q18/duckdb:duckdb	237097572	234827696	1.01
tpch_q19/duckdb:duckdb	124141999	123792415	1.00
tpch_q20/duckdb:duckdb	118791438	116873267	1.02
tpch_q21/duckdb:duckdb	308978841	297815784	1.04
tpch_q22/duckdb:duckdb	71999681	65822098	1.09

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+4.4%	-0.5%	+4.9%	+10.0%	➖ noise
1	datafusion:vortex-compact	+6.6%	-0.5%	+7.1%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	-0.8%	-0.5%	-0.2%	+10.0%	➖ noise
1	duckdb:duckdb	+0.7%	-0.5%	+1.3%	+10.0%	➖ noise
1	duckdb:vortex-compact	+2.6%	-0.5%	+3.1%	+10.0%	➖ noise
1	duckdb:vortex-file-compressed	+0.5%	-0.5%	+1.1%	+10.0%	➖ noise
2	datafusion:arrow	+6.8%	+1.7%	+4.9%	+10.0%	➖ noise
2	datafusion:vortex-compact	+7.7%	+1.7%	+5.9%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+5.0%	+1.7%	+3.2%	+10.0%	➖ noise
2	duckdb:duckdb	+1.7%	+1.7%	-0.0%	+10.0%	➖ noise
2	duckdb:vortex-compact	+2.0%	+1.7%	+0.3%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+0.7%	+1.7%	-1.0%	+10.0%	➖ noise
3	datafusion:arrow	+3.7%	+3.8%	-0.1%	+10.0%	➖ noise
3	datafusion:vortex-compact	+3.5%	+3.8%	-0.3%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+5.7%	+3.8%	+1.8%	+10.0%	➖ noise
3	duckdb:duckdb	+1.0%	+3.8%	-2.7%	+10.0%	➖ noise
3	duckdb:vortex-compact	+4.2%	+3.8%	+0.4%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+3.0%	+3.8%	-0.7%	+10.0%	➖ noise
4	datafusion:arrow	+3.7%	+6.6%	-2.7%	+10.0%	➖ noise
4	datafusion:vortex-compact	+2.2%	+6.6%	-4.2%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+4.8%	+6.6%	-1.7%	+10.0%	➖ noise
4	duckdb:duckdb	+4.4%	+6.6%	-2.1%	+10.0%	➖ noise
4	duckdb:vortex-compact	+3.8%	+6.6%	-2.6%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+4.5%	+6.6%	-2.0%	+10.0%	➖ noise
5	datafusion:arrow	+4.4%	+2.3%	+2.0%	+10.0%	➖ noise
5	datafusion:vortex-compact	+4.5%	+2.3%	+2.2%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+5.0%	+2.3%	+2.7%	+10.0%	➖ noise
5	duckdb:duckdb	+2.1%	+2.3%	-0.2%	+10.0%	➖ noise
5	duckdb:vortex-compact	+2.8%	+2.3%	+0.5%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+2.6%	+2.3%	+0.3%	+10.0%	➖ noise
6	datafusion:arrow	+5.7%	+0.0%	+5.7%	+10.0%	➖ noise
6	datafusion:vortex-compact	+2.4%	+0.0%	+2.4%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+2.7%	+0.0%	+2.7%	+10.0%	➖ noise
6	duckdb:duckdb	+1.6%	+0.0%	+1.5%	+10.0%	➖ noise
6	duckdb:vortex-compact	+1.6%	+0.0%	+1.6%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+6.8%	+0.0%	+6.7%	+14.3%	➖ noise
7	datafusion:arrow	+5.7%	+1.6%	+4.0%	+10.0%	➖ noise
7	datafusion:vortex-compact	+4.3%	+1.6%	+2.6%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+4.3%	+1.6%	+2.6%	+10.0%	➖ noise
7	duckdb:duckdb	+1.9%	+1.6%	+0.2%	+10.0%	➖ noise
7	duckdb:vortex-compact	+3.1%	+1.6%	+1.5%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+3.3%	+1.6%	+1.6%	+10.0%	➖ noise
8	datafusion:arrow	+6.5%	+4.2%	+2.3%	+10.0%	➖ noise
8	datafusion:vortex-compact	+5.4%	+4.2%	+1.2%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+4.6%	+4.2%	+0.4%	+10.0%	➖ noise
8	duckdb:duckdb	+1.1%	+4.2%	-2.9%	+10.0%	➖ noise
8	duckdb:vortex-compact	+4.5%	+4.2%	+0.3%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+5.3%	+4.2%	+1.1%	+10.0%	➖ noise
9	datafusion:arrow	+5.9%	+5.5%	+0.3%	+10.0%	➖ noise
9	datafusion:vortex-compact	+5.1%	+5.5%	-0.4%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+3.1%	+5.5%	-2.3%	+10.0%	➖ noise
9	duckdb:duckdb	+1.9%	+5.5%	-3.4%	+10.0%	➖ noise
9	duckdb:vortex-compact	+1.1%	+5.5%	-4.2%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+2.3%	+5.5%	-3.1%	+10.0%	➖ noise
10	datafusion:arrow	+5.0%	+1.8%	+3.2%	+10.0%	➖ noise
10	datafusion:vortex-compact	+4.9%	+1.8%	+3.1%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+1.5%	+1.8%	-0.3%	+10.0%	➖ noise
10	duckdb:duckdb	+2.0%	+1.8%	+0.2%	+10.0%	➖ noise
10	duckdb:vortex-compact	+1.5%	+1.8%	-0.2%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+0.6%	+1.8%	-1.1%	+10.0%	➖ noise
11	datafusion:arrow	+2.9%	+3.5%	-0.5%	+10.0%	➖ noise
11	datafusion:vortex-compact	+9.0%	+3.5%	+5.4%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+4.1%	+3.5%	+0.6%	+10.0%	➖ noise
11	duckdb:duckdb	+4.3%	+3.5%	+0.8%	+10.0%	➖ noise
11	duckdb:vortex-compact	+4.5%	+3.5%	+1.0%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+1.4%	+3.5%	-2.0%	+10.0%	➖ noise
12	datafusion:arrow	+2.0%	-0.4%	+2.4%	+41.9%	➖ noise
12	datafusion:vortex-compact	+3.9%	-0.4%	+4.3%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	+2.2%	-0.4%	+2.6%	+10.0%	➖ noise
12	duckdb:duckdb	+3.4%	-0.4%	+3.8%	+10.0%	➖ noise
12	duckdb:vortex-compact	+2.4%	-0.4%	+2.8%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	+2.1%	-0.4%	+2.5%	+10.0%	➖ noise
13	datafusion:arrow	+3.2%	+2.1%	+1.1%	+10.0%	➖ noise
13	datafusion:vortex-compact	+5.0%	+2.1%	+2.8%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+2.7%	+2.1%	+0.5%	+10.0%	➖ noise
13	duckdb:duckdb	+1.0%	+2.1%	-1.1%	+10.0%	➖ noise
13	duckdb:vortex-compact	+4.1%	+2.1%	+1.9%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+4.4%	+2.1%	+2.3%	+10.0%	➖ noise
14	datafusion:arrow	+7.1%	+3.2%	+3.7%	+10.0%	➖ noise
14	datafusion:vortex-compact	+4.0%	+3.2%	+0.8%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+1.2%	+3.2%	-1.9%	+10.0%	➖ noise
14	duckdb:duckdb	+2.4%	+3.2%	-0.8%	+10.0%	➖ noise
14	duckdb:vortex-compact	+1.4%	+3.2%	-1.8%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+3.2%	+3.2%	-0.1%	+10.0%	➖ noise
15	datafusion:arrow	+6.4%	+1.6%	+4.7%	+10.0%	➖ noise
15	datafusion:vortex-compact	+6.1%	+1.6%	+4.4%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+3.5%	+1.6%	+1.8%	+10.0%	➖ noise
15	duckdb:duckdb	+1.5%	+1.6%	-0.2%	+10.0%	➖ noise
15	duckdb:vortex-compact	+6.0%	+1.6%	+4.2%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+6.2%	+1.6%	+4.5%	+10.0%	➖ noise
16	datafusion:arrow	+4.0%	+0.9%	+3.0%	+10.0%	➖ noise
16	datafusion:vortex-compact	+5.0%	+0.9%	+4.0%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+5.7%	+0.9%	+4.8%	+10.0%	➖ noise
16	duckdb:duckdb	+3.2%	+0.9%	+2.3%	+10.0%	➖ noise
16	duckdb:vortex-compact	+2.5%	+0.9%	+1.5%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	+2.0%	+0.9%	+1.1%	+10.0%	➖ noise
17	datafusion:arrow	+4.7%	+1.8%	+2.9%	+10.0%	➖ noise
17	datafusion:vortex-compact	+5.4%	+1.8%	+3.5%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+4.1%	+1.8%	+2.3%	+10.0%	➖ noise
17	duckdb:duckdb	+0.8%	+1.8%	-1.0%	+10.0%	➖ noise
17	duckdb:vortex-compact	+3.7%	+1.8%	+1.9%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	+5.2%	+1.8%	+3.3%	+10.0%	➖ noise
18	datafusion:arrow	+4.7%	+4.4%	+0.3%	+10.0%	➖ noise
18	datafusion:vortex-compact	+6.6%	+4.4%	+2.2%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+6.2%	+4.4%	+1.8%	+10.0%	➖ noise
18	duckdb:duckdb	+1.0%	+4.4%	-3.2%	+10.0%	➖ noise
18	duckdb:vortex-compact	+4.0%	+4.4%	-0.3%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+3.0%	+4.4%	-1.3%	+10.0%	➖ noise
19	datafusion:arrow	+1.8%	+1.8%	+0.1%	+10.0%	➖ noise
19	datafusion:vortex-compact	-1.6%	+1.8%	-3.3%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+5.8%	+1.8%	+4.0%	+10.0%	➖ noise
19	duckdb:duckdb	+0.3%	+1.8%	-1.5%	+10.0%	➖ noise
19	duckdb:vortex-compact	+4.5%	+1.8%	+2.6%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	+2.9%	+1.8%	+1.1%	+10.0%	➖ noise
20	datafusion:arrow	+5.9%	+4.5%	+1.4%	+10.0%	➖ noise
20	datafusion:vortex-compact	+4.1%	+4.5%	-0.4%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	+2.8%	+4.5%	-1.6%	+10.0%	➖ noise
20	duckdb:duckdb	+1.6%	+4.5%	-2.7%	+10.0%	➖ noise
20	duckdb:vortex-compact	+3.6%	+4.5%	-0.8%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	+1.9%	+4.5%	-2.4%	+10.0%	➖ noise
21	datafusion:arrow	+2.6%	+2.8%	-0.2%	+10.0%	➖ noise
21	datafusion:vortex-compact	+4.8%	+2.8%	+2.0%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	+5.0%	+2.8%	+2.2%	+10.0%	➖ noise
21	duckdb:duckdb	+3.7%	+2.8%	+0.9%	+10.0%	➖ noise
21	duckdb:vortex-compact	+3.1%	+2.8%	+0.3%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	+3.9%	+2.8%	+1.1%	+10.0%	➖ noise
22	datafusion:arrow	+5.1%	+0.2%	+5.0%	+10.0%	➖ noise
22	datafusion:vortex-compact	+3.9%	+0.2%	+3.7%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	-1.0%	+0.2%	-1.1%	+10.0%	➖ noise
22	duckdb:duckdb	+9.4%	+0.2%	+9.2%	+10.0%	➖ noise
22	duckdb:vortex-compact	+4.1%	+0.2%	+3.9%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	+2.5%	+0.2%	+2.3%	+10.0%	➖ noise

[github-actions]

File Sizes: TPC-H SF=10 on NVME

File Size Changes (48 files changed, -0.0% overall, 0↑ 48↓)

File	Scale	Format	Base	HEAD	Change	%
partsupp_1.vortex	10.0	vortex-file-compressed	180.65 MB	180.65 MB	32 B	-0.0%
partsupp_0.vortex	10.0	vortex-file-compressed	180.47 MB	180.47 MB	32 B	-0.0%
orders_1.vortex	10.0	vortex-file-compressed	164.15 MB	164.15 MB	32 B	-0.0%
orders_2.vortex	10.0	vortex-file-compressed	164.00 MB	164.00 MB	32 B	-0.0%
orders_0.vortex	10.0	vortex-file-compressed	163.92 MB	163.92 MB	32 B	-0.0%
lineitem_11.vortex	10.0	vortex-file-compressed	134.87 MB	134.87 MB	32 B	-0.0%
lineitem_0.vortex	10.0	vortex-file-compressed	134.65 MB	134.65 MB	32 B	-0.0%
lineitem_9.vortex	10.0	vortex-file-compressed	134.65 MB	134.65 MB	32 B	-0.0%
lineitem_12.vortex	10.0	vortex-file-compressed	134.52 MB	134.52 MB	32 B	-0.0%
lineitem_10.vortex	10.0	vortex-file-compressed	134.51 MB	134.51 MB	32 B	-0.0%
lineitem_4.vortex	10.0	vortex-file-compressed	134.43 MB	134.43 MB	32 B	-0.0%
lineitem_2.vortex	10.0	vortex-file-compressed	134.38 MB	134.38 MB	32 B	-0.0%
lineitem_1.vortex	10.0	vortex-file-compressed	134.27 MB	134.27 MB	32 B	-0.0%
lineitem_8.vortex	10.0	vortex-file-compressed	134.06 MB	134.06 MB	32 B	-0.0%
lineitem_7.vortex	10.0	vortex-file-compressed	134.01 MB	134.01 MB	32 B	-0.0%
lineitem_5.vortex	10.0	vortex-file-compressed	133.86 MB	133.86 MB	32 B	-0.0%
lineitem_3.vortex	10.0	vortex-file-compressed	133.74 MB	133.74 MB	32 B	-0.0%
lineitem_6.vortex	10.0	vortex-file-compressed	133.23 MB	133.23 MB	32 B	-0.0%
partsupp_0.vortex	10.0	vortex-compact	126.76 MB	126.76 MB	32 B	-0.0%
partsupp_1.vortex	10.0	vortex-compact	126.74 MB	126.74 MB	32 B	-0.0%
orders_0.vortex	10.0	vortex-compact	114.79 MB	114.79 MB	32 B	-0.0%
orders_2.vortex	10.0	vortex-compact	114.78 MB	114.78 MB	32 B	-0.0%
orders_1.vortex	10.0	vortex-compact	114.76 MB	114.76 MB	32 B	-0.0%
customer_0.vortex	10.0	vortex-file-compressed	104.73 MB	104.73 MB	32 B	-0.0%
lineitem_5.vortex	10.0	vortex-compact	100.70 MB	100.70 MB	32 B	-0.0%
lineitem_6.vortex	10.0	vortex-compact	100.68 MB	100.68 MB	32 B	-0.0%
lineitem_1.vortex	10.0	vortex-compact	100.64 MB	100.64 MB	32 B	-0.0%
lineitem_12.vortex	10.0	vortex-compact	100.62 MB	100.62 MB	32 B	-0.0%
lineitem_10.vortex	10.0	vortex-compact	100.62 MB	100.62 MB	32 B	-0.0%
lineitem_3.vortex	10.0	vortex-compact	100.62 MB	100.62 MB	32 B	-0.0%
lineitem_0.vortex	10.0	vortex-compact	100.59 MB	100.59 MB	32 B	-0.0%
lineitem_8.vortex	10.0	vortex-compact	100.59 MB	100.59 MB	32 B	-0.0%
lineitem_2.vortex	10.0	vortex-compact	100.59 MB	100.59 MB	32 B	-0.0%
lineitem_7.vortex	10.0	vortex-compact	100.58 MB	100.58 MB	32 B	-0.0%
lineitem_4.vortex	10.0	vortex-compact	100.56 MB	100.56 MB	32 B	-0.0%
lineitem_11.vortex	10.0	vortex-compact	100.53 MB	100.53 MB	32 B	-0.0%
lineitem_9.vortex	10.0	vortex-compact	100.46 MB	100.46 MB	32 B	-0.0%
customer_0.vortex	10.0	vortex-compact	74.12 MB	74.12 MB	32 B	-0.0%
part_0.vortex	10.0	vortex-file-compressed	27.02 MB	27.02 MB	32 B	-0.0%
part_1.vortex	10.0	vortex-file-compressed	26.99 MB	26.99 MB	32 B	-0.0%
part_1.vortex	10.0	vortex-compact	18.11 MB	18.11 MB	32 B	-0.0%
part_0.vortex	10.0	vortex-compact	18.11 MB	18.11 MB	32 B	-0.0%
supplier_0.vortex	10.0	vortex-file-compressed	6.69 MB	6.69 MB	32 B	-0.0%
supplier_0.vortex	10.0	vortex-compact	4.73 MB	4.73 MB	32 B	-0.0%
nation_0.vortex	10.0	vortex-file-compressed	11.00 KB	10.97 KB	32 B	-0.3%
nation_0.vortex	10.0	vortex-compact	8.34 KB	8.31 KB	32 B	-0.4%
region_0.vortex	10.0	vortex-file-compressed	6.16 KB	6.13 KB	32 B	-0.5%
region_0.vortex	10.0	vortex-compact	5.86 KB	5.82 KB	32 B	-0.5%

Totals:

• vortex-compact: 1.97 GB → 1.97 GB (-0.0%)
• vortex-file-compressed: 2.70 GB → 2.70 GB (-0.0%)

[github-actions]

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.8%
Vortex (geomean): 1.004x ➖
Parquet (geomean): 1.011x ➖
Shifts: Parquet (control) +1.1% · Median polish +1.4%

---

datafusion / vortex-file-compressed (1.022x ➖, 0↑ 1↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed	1677168	1617609	1.04
clickbench_q01/datafusion:vortex-file-compressed	19691672	18861292	1.04
clickbench_q02/datafusion:vortex-file-compressed	38738449	38625118	1.00
clickbench_q03/datafusion:vortex-file-compressed	45216276	41876811	1.08
clickbench_q04/datafusion:vortex-file-compressed	286041689	276970196	1.03
clickbench_q05/datafusion:vortex-file-compressed	317908100	302201897	1.05
clickbench_q06/datafusion:vortex-file-compressed	1623382	1686146	0.96
clickbench_q07/datafusion:vortex-file-compressed	23297720	22915951	1.02
clickbench_q08/datafusion:vortex-file-compressed	353626521	346891464	1.02
clickbench_q09/datafusion:vortex-file-compressed	550492172	546487541	1.01
clickbench_q10/datafusion:vortex-file-compressed	75799909	73745331	1.03
clickbench_q11/datafusion:vortex-file-compressed	88938239	84828519	1.05
clickbench_q12/datafusion:vortex-file-compressed	268412729	262042665	1.02
clickbench_q13/datafusion:vortex-file-compressed	413822280	406872160	1.02
clickbench_q14/datafusion:vortex-file-compressed	257813384	247010876	1.04
clickbench_q15/datafusion:vortex-file-compressed	332895613	324175977	1.03
clickbench_q16/datafusion:vortex-file-compressed	653462851	630722026	1.04
clickbench_q17/datafusion:vortex-file-compressed	644222359	627301647	1.03
clickbench_q18/datafusion:vortex-file-compressed	1284239208	1266716959	1.01
clickbench_q19/datafusion:vortex-file-compressed	35907871	37249536	0.96
clickbench_q20/datafusion:vortex-file-compressed	345827215	343995768	1.01
clickbench_q21/datafusion:vortex-file-compressed	379034676	367013150	1.03
clickbench_q22/datafusion:vortex-file-compressed	454786986	447219237	1.02
clickbench_q23/datafusion:vortex-file-compressed 🚨	673945089	609560986	1.11
clickbench_q24/datafusion:vortex-file-compressed	45540328	48616275	0.94
clickbench_q25/datafusion:vortex-file-compressed	72556702	71810632	1.01
clickbench_q26/datafusion:vortex-file-compressed	45930036	44725001	1.03
clickbench_q27/datafusion:vortex-file-compressed	712675568	701411408	1.02
clickbench_q28/datafusion:vortex-file-compressed	6682265349	6624916625	1.01
clickbench_q29/datafusion:vortex-file-compressed	241578698	238596614	1.01
clickbench_q30/datafusion:vortex-file-compressed	220058576	217925532	1.01
clickbench_q31/datafusion:vortex-file-compressed	260628576	253047267	1.03
clickbench_q32/datafusion:vortex-file-compressed	1115253833	1101253593	1.01
clickbench_q33/datafusion:vortex-file-compressed	1312389380	1289956189	1.02
clickbench_q34/datafusion:vortex-file-compressed	1318709016	1283909940	1.03
clickbench_q35/datafusion:vortex-file-compressed	447084542	444324551	1.01
clickbench_q36/datafusion:vortex-file-compressed	69766551	68761882	1.01
clickbench_q37/datafusion:vortex-file-compressed	34669300	33867347	1.02
clickbench_q38/datafusion:vortex-file-compressed	19553377	18137011	1.08
clickbench_q39/datafusion:vortex-file-compressed	132730796	129772052	1.02
clickbench_q40/datafusion:vortex-file-compressed	15867586	15121290	1.05
clickbench_q41/datafusion:vortex-file-compressed	14800270	14596980	1.01
clickbench_q42/datafusion:vortex-file-compressed	16618067	16270499	1.02

datafusion / parquet (1.017x ➖, 0↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet	1551612	1569758	0.99
clickbench_q01/datafusion:parquet	18998884	19981380	0.95
clickbench_q02/datafusion:parquet	46973105	48073012	0.98
clickbench_q03/datafusion:parquet	38765317	37142052	1.04
clickbench_q04/datafusion:parquet	296832644	295321570	1.01
clickbench_q05/datafusion:parquet	357386163	339791015	1.05
clickbench_q06/datafusion:parquet	1629579	1526088	1.07
clickbench_q07/datafusion:parquet	23493441	22276488	1.05
clickbench_q08/datafusion:parquet	368968021	365435810	1.01
clickbench_q09/datafusion:parquet	619080195	590586127	1.05
clickbench_q10/datafusion:parquet	107466095	103938944	1.03
clickbench_q11/datafusion:parquet	130684485	125482764	1.04
clickbench_q12/datafusion:parquet	345393156	340457451	1.01
clickbench_q13/datafusion:parquet	498337648	487656020	1.02
clickbench_q14/datafusion:parquet	344713522	347876059	0.99
clickbench_q15/datafusion:parquet	340893305	332233793	1.03
clickbench_q16/datafusion:parquet	657413200	637626800	1.03
clickbench_q17/datafusion:parquet	651995008	634302631	1.03
clickbench_q18/datafusion:parquet	1322655704	1313310099	1.01
clickbench_q19/datafusion:parquet	30311224	30850585	0.98
clickbench_q20/datafusion:parquet	615759401	603586059	1.02
clickbench_q21/datafusion:parquet	662728241	649895689	1.02
clickbench_q22/datafusion:parquet	953592853	960529798	0.99
clickbench_q23/datafusion:parquet	3678063901	3610595431	1.02
clickbench_q24/datafusion:parquet	83910399	86990633	0.96
clickbench_q25/datafusion:parquet	133531342	129494054	1.03
clickbench_q26/datafusion:parquet	82505522	84555503	0.98
clickbench_q27/datafusion:parquet	1032069991	1049992315	0.98
clickbench_q28/datafusion:parquet	6645245845	6425082516	1.03
clickbench_q29/datafusion:parquet	251164239	228338693	1.10
clickbench_q30/datafusion:parquet	324814606	324745229	1.00
clickbench_q31/datafusion:parquet	363574953	362675248	1.00
clickbench_q32/datafusion:parquet	1235781167	1183451734	1.04
clickbench_q33/datafusion:parquet	1501366446	1478139077	1.02
clickbench_q34/datafusion:parquet	1509182418	1476022554	1.02
clickbench_q35/datafusion:parquet	459925592	455163728	1.01
clickbench_q36/datafusion:parquet	138295647	139267177	0.99
clickbench_q37/datafusion:parquet	57784696	54901215	1.05
clickbench_q38/datafusion:parquet	84333819	83776069	1.01
clickbench_q39/datafusion:parquet	260364267	253168934	1.03
clickbench_q40/datafusion:parquet	31446654	30036237	1.05
clickbench_q41/datafusion:parquet	27227656	26216234	1.04
clickbench_q42/datafusion:parquet	29657462	30755763	0.96

duckdb / vortex-file-compressed (0.986x ➖, 6↑ 2↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed	6423192	6177475	1.04
clickbench_q01/duckdb:vortex-file-compressed	11881646	11655962	1.02
clickbench_q02/duckdb:vortex-file-compressed	27051353	25455391	1.06
clickbench_q03/duckdb:vortex-file-compressed	30078301	30505387	0.99
clickbench_q04/duckdb:vortex-file-compressed	186266372	186828308	1.00
clickbench_q05/duckdb:vortex-file-compressed	175628682	173673739	1.01
clickbench_q06/duckdb:vortex-file-compressed	20928383	19934891	1.05
clickbench_q07/duckdb:vortex-file-compressed	15141577	14862304	1.02
clickbench_q08/duckdb:vortex-file-compressed	266267713	265385865	1.00
clickbench_q09/duckdb:vortex-file-compressed	341178625	336343825	1.01
clickbench_q10/duckdb:vortex-file-compressed	68534013	67606428	1.01
clickbench_q11/duckdb:vortex-file-compressed	79508788	78661003	1.01
clickbench_q12/duckdb:vortex-file-compressed	202900806	200288708	1.01
clickbench_q13/duckdb:vortex-file-compressed	403467584	406621514	0.99
clickbench_q14/duckdb:vortex-file-compressed	233310255	226896164	1.03
clickbench_q15/duckdb:vortex-file-compressed	241719972	247266413	0.98
clickbench_q16/duckdb:vortex-file-compressed	530760654	519796324	1.02
clickbench_q17/duckdb:vortex-file-compressed	424070118	415306361	1.02
clickbench_q18/duckdb:vortex-file-compressed	942901641	940939770	1.00
clickbench_q19/duckdb:vortex-file-compressed	22185976	21162226	1.05
clickbench_q20/duckdb:vortex-file-compressed	331808187	333170735	1.00
clickbench_q21/duckdb:vortex-file-compressed	365144658	371201534	0.98
clickbench_q22/duckdb:vortex-file-compressed	515620447	560550252	0.92
clickbench_q23/duckdb:vortex-file-compressed	172455539	167122944	1.03
clickbench_q24/duckdb:vortex-file-compressed 🚨	35059643	30544133	1.15
clickbench_q25/duckdb:vortex-file-compressed	75453588	73156670	1.03
clickbench_q26/duckdb:vortex-file-compressed 🚨	48052093	40568575	1.18
clickbench_q27/duckdb:vortex-file-compressed	478000802	472322008	1.01
clickbench_q28/duckdb:vortex-file-compressed	3020548940	3005510456	1.01
clickbench_q29/duckdb:vortex-file-compressed	28293466	29086243	0.97
clickbench_q30/duckdb:vortex-file-compressed	193202313	192889954	1.00
clickbench_q31/duckdb:vortex-file-compressed	283105483	282458780	1.00
clickbench_q32/duckdb:vortex-file-compressed	1133866026	1103471675	1.03
clickbench_q33/duckdb:vortex-file-compressed	1052542538	1038330959	1.01
clickbench_q34/duckdb:vortex-file-compressed	1152303072	1149231023	1.00
clickbench_q35/duckdb:vortex-file-compressed	377447653	372438992	1.01
clickbench_q36/duckdb:vortex-file-compressed 🚀	24121200	28761685	0.84
clickbench_q37/duckdb:vortex-file-compressed 🚀	15684483	20231750	0.78
clickbench_q38/duckdb:vortex-file-compressed 🚀	19118871	22360582	0.86
clickbench_q39/duckdb:vortex-file-compressed	39162826	41812578	0.94
clickbench_q40/duckdb:vortex-file-compressed 🚀	17324129	20559857	0.84
clickbench_q41/duckdb:vortex-file-compressed 🚀	16451790	20383703	0.81
clickbench_q42/duckdb:vortex-file-compressed 🚀	17279016	20888105	0.83

duckdb / parquet (1.006x ➖, 0↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	22522727	22266025	1.01
clickbench_q01/duckdb:parquet	29556718	28495677	1.04
clickbench_q02/duckdb:parquet	49777934	49713460	1.00
clickbench_q03/duckdb:parquet	39003556	39698738	0.98
clickbench_q04/duckdb:parquet	203995693	204648075	1.00
clickbench_q05/duckdb:parquet	256596358	259808307	0.99
clickbench_q06/duckdb:parquet	47226619	46814328	1.01
clickbench_q07/duckdb:parquet	31337268	31411877	1.00
clickbench_q08/duckdb:parquet	269648731	275055265	0.98
clickbench_q09/duckdb:parquet	397057710	398903640	1.00
clickbench_q10/duckdb:parquet	82125053	82000286	1.00
clickbench_q11/duckdb:parquet	99791948	99684640	1.00
clickbench_q12/duckdb:parquet	283800874	279796896	1.01
clickbench_q13/duckdb:parquet	467867689	471086711	0.99
clickbench_q14/duckdb:parquet	318881561	315510137	1.01
clickbench_q15/duckdb:parquet	259112281	252895764	1.02
clickbench_q16/duckdb:parquet	595968919	591085326	1.01
clickbench_q17/duckdb:parquet	498455837	497155623	1.00
clickbench_q18/duckdb:parquet	1044119619	1035266672	1.01
clickbench_q19/duckdb:parquet	28322694	27647405	1.02
clickbench_q20/duckdb:parquet	415981318	412363467	1.01
clickbench_q21/duckdb:parquet	533422831	529581459	1.01
clickbench_q22/duckdb:parquet	918484577	924672860	0.99
clickbench_q23/duckdb:parquet	267000360	268217184	1.00
clickbench_q24/duckdb:parquet	69820244	71771431	0.97
clickbench_q25/duckdb:parquet	163064283	162642554	1.00
clickbench_q26/duckdb:parquet	53544281	52248164	1.02
clickbench_q27/duckdb:parquet	636536140	642813779	0.99
clickbench_q28/duckdb:parquet	4904451043	4866573611	1.01
clickbench_q29/duckdb:parquet	42606589	42770338	1.00
clickbench_q30/duckdb:parquet	317621498	307970543	1.03
clickbench_q31/duckdb:parquet	379424557	373877731	1.01
clickbench_q32/duckdb:parquet	1114264118	1117734635	1.00
clickbench_q33/duckdb:parquet	1113868085	1101540089	1.01
clickbench_q34/duckdb:parquet	1161787856	1147105731	1.01
clickbench_q35/duckdb:parquet	369582049	370330096	1.00
clickbench_q36/duckdb:parquet	46907860	45393910	1.03
clickbench_q37/duckdb:parquet	34499460	34622468	1.00
clickbench_q38/duckdb:parquet	35439176	35634650	0.99
clickbench_q39/duckdb:parquet	81148232	76341885	1.06
clickbench_q40/duckdb:parquet	20078067	19987439	1.00
clickbench_q41/duckdb:parquet	20427337	20497627	1.00
clickbench_q42/duckdb:parquet	22557592	22175854	1.02

duckdb / duckdb (1.001x ➖, 5↑ 1↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb 🚨	21143425	17889491	1.18
clickbench_q01/duckdb:duckdb	37113901	35474441	1.05
clickbench_q02/duckdb:duckdb	54275474	54351238	1.00
clickbench_q03/duckdb:duckdb	58313970	57870774	1.01
clickbench_q04/duckdb:duckdb	213429011	222367945	0.96
clickbench_q05/duckdb:duckdb	285275186	296178912	0.96
clickbench_q06/duckdb:duckdb	37357691	36120177	1.03
clickbench_q07/duckdb:duckdb	38137162	37238154	1.02
clickbench_q08/duckdb:duckdb	282188446	283875018	0.99
clickbench_q09/duckdb:duckdb	401688028	394718680	1.02
clickbench_q10/duckdb:duckdb	120109617	116762515	1.03
clickbench_q11/duckdb:duckdb	129616048	125407957	1.03
clickbench_q12/duckdb:duckdb	262919074	260156262	1.01
clickbench_q13/duckdb:duckdb	445804075	443307007	1.01
clickbench_q14/duckdb:duckdb	289412487	284172450	1.02
clickbench_q15/duckdb:duckdb	245622349	241304950	1.02
clickbench_q16/duckdb:duckdb	572913288	558162646	1.03
clickbench_q17/duckdb:duckdb	477695500	476758459	1.00
clickbench_q18/duckdb:duckdb	993900726	994920371	1.00
clickbench_q19/duckdb:duckdb	37367837	34508880	1.08
clickbench_q20/duckdb:duckdb	456573796	459201834	0.99
clickbench_q21/duckdb:duckdb	469400189	477132534	0.98
clickbench_q22/duckdb:duckdb	554573430	541604967	1.02
clickbench_q23/duckdb:duckdb	252173629	246955687	1.02
clickbench_q24/duckdb:duckdb	64011695	62743052	1.02
clickbench_q25/duckdb:duckdb	151580688	149524198	1.01
clickbench_q26/duckdb:duckdb	64448795	61565637	1.05
clickbench_q27/duckdb:duckdb	544312094	545448552	1.00
clickbench_q28/duckdb:duckdb	4517670888	4500181146	1.00
clickbench_q29/duckdb:duckdb	53707325	51679688	1.04
clickbench_q30/duckdb:duckdb	280483201	278868668	1.01
clickbench_q31/duckdb:duckdb	369235845	365555790	1.01
clickbench_q32/duckdb:duckdb 🚀	1121534049	1250640391	0.90
clickbench_q33/duckdb:duckdb 🚀	1119749414	1317591124	0.85
clickbench_q34/duckdb:duckdb 🚀	1201544089	1455497007	0.83
clickbench_q35/duckdb:duckdb 🚀	304676842	346948004	0.88
clickbench_q36/duckdb:duckdb	52244605	53827976	0.97
clickbench_q37/duckdb:duckdb	31837866	30556144	1.04
clickbench_q38/duckdb:duckdb	36373314	35169745	1.03
clickbench_q39/duckdb:duckdb 🚀	89320932	100787654	0.89
clickbench_q40/duckdb:duckdb	30807311	29683787	1.04
clickbench_q41/duckdb:duckdb	30205473	28931034	1.04
clickbench_q42/duckdb:duckdb	32534569	31103489	1.05

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	+3.7%	-0.0%	+3.7%	+741.6%	➖ noise
0	duckdb:duckdb	+18.2%	-0.0%	+18.2%	+274.2%	➖ noise
0	duckdb:vortex-file-compressed	+4.0%	-0.0%	+4.0%	+444.6%	➖ noise
1	datafusion:vortex-file-compressed	+4.4%	-0.7%	+5.1%	+26.9%	➖ noise
1	duckdb:duckdb	+4.6%	-0.7%	+5.3%	+44.2%	➖ noise
1	duckdb:vortex-file-compressed	+1.9%	-0.7%	+2.6%	+22.8%	➖ noise
2	datafusion:vortex-file-compressed	+0.3%	-1.1%	+1.4%	+14.4%	➖ noise
2	duckdb:duckdb	-0.1%	-1.1%	+1.0%	+21.8%	➖ noise
2	duckdb:vortex-file-compressed	+6.3%	-1.1%	+7.4%	+11.6%	➖ noise
3	datafusion:vortex-file-compressed	+8.0%	+1.3%	+6.6%	+139.5%	➖ noise
3	duckdb:duckdb	+0.8%	+1.3%	-0.5%	+36.6%	➖ noise
3	duckdb:vortex-file-compressed	-1.4%	+1.3%	-2.6%	+68.9%	➖ noise
4	datafusion:vortex-file-compressed	+3.3%	+0.1%	+3.2%	+10.0%	➖ noise
4	duckdb:duckdb	-4.0%	+0.1%	-4.1%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-0.3%	+0.1%	-0.4%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+5.2%	+1.9%	+3.2%	+10.0%	➖ noise
5	duckdb:duckdb	-3.7%	+1.9%	-5.5%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+1.1%	+1.9%	-0.8%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-3.7%	+3.8%	-7.2%	+73.9%	➖ noise
6	duckdb:duckdb	+3.4%	+3.8%	-0.3%	+18.5%	➖ noise
6	duckdb:vortex-file-compressed	+5.0%	+3.8%	+1.2%	+20.5%	➖ noise
7	datafusion:vortex-file-compressed	+1.7%	+2.6%	-0.9%	+14.7%	➖ noise
7	duckdb:duckdb	+2.4%	+2.6%	-0.2%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+1.9%	+2.6%	-0.7%	+15.2%	➖ noise
8	datafusion:vortex-file-compressed	+1.9%	-0.5%	+2.5%	+10.0%	➖ noise
8	duckdb:duckdb	-0.6%	-0.5%	-0.1%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+0.3%	-0.5%	+0.8%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+0.7%	+2.1%	-1.4%	+10.0%	➖ noise
9	duckdb:duckdb	+1.8%	+2.1%	-0.4%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+1.4%	+2.1%	-0.7%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+2.8%	+1.8%	+1.0%	+10.0%	➖ noise
10	duckdb:duckdb	+2.9%	+1.8%	+1.1%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+1.4%	+1.8%	-0.4%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+4.8%	+2.1%	+2.7%	+10.0%	➖ noise
11	duckdb:duckdb	+3.4%	+2.1%	+1.2%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+1.1%	+2.1%	-1.0%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	+2.4%	+1.4%	+1.0%	+10.0%	➖ noise
12	duckdb:duckdb	+1.1%	+1.4%	-0.4%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	+1.3%	+1.4%	-0.1%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+1.7%	+0.7%	+1.0%	+10.0%	➖ noise
13	duckdb:duckdb	+0.6%	+0.7%	-0.2%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	-0.8%	+0.7%	-1.5%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+4.4%	+0.1%	+4.3%	+10.0%	➖ noise
14	duckdb:duckdb	+1.8%	+0.1%	+1.8%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+2.8%	+0.1%	+2.7%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+2.7%	+2.5%	+0.2%	+10.0%	➖ noise
15	duckdb:duckdb	+1.8%	+2.5%	-0.7%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-2.2%	+2.5%	-4.7%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+3.6%	+2.0%	+1.6%	+10.0%	➖ noise
16	duckdb:duckdb	+2.6%	+2.0%	+0.7%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	+2.1%	+2.0%	+0.1%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+2.7%	+1.5%	+1.2%	+10.0%	➖ noise
17	duckdb:duckdb	+0.2%	+1.5%	-1.3%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	+2.1%	+1.5%	+0.6%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+1.4%	+0.8%	+0.6%	+10.0%	➖ noise
18	duckdb:duckdb	-0.1%	+0.8%	-0.9%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+0.2%	+0.8%	-0.6%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-3.6%	+0.3%	-3.9%	+27.5%	➖ noise
19	duckdb:duckdb	+8.3%	+0.3%	+7.9%	+14.7%	➖ noise
19	duckdb:vortex-file-compressed	+4.8%	+0.3%	+4.5%	+19.7%	➖ noise
20	datafusion:vortex-file-compressed	+0.5%	+1.4%	-0.9%	+205.1%	➖ noise
20	duckdb:duckdb	-0.6%	+1.4%	-2.0%	+73.9%	➖ noise
20	duckdb:vortex-file-compressed	-0.4%	+1.4%	-1.8%	+62.7%	➖ noise
21	datafusion:vortex-file-compressed	+3.3%	+1.3%	+1.9%	+10.0%	➖ noise
21	duckdb:duckdb	-1.6%	+1.3%	-2.9%	+10.0%	➖ noise
21	duckdb:vortex-file-compressed	-1.6%	+1.3%	-2.9%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+1.7%	-0.7%	+2.4%	+13.4%	➖ noise
22	duckdb:duckdb	+2.4%	-0.7%	+3.1%	+35.4%	➖ noise
22	duckdb:vortex-file-compressed	-8.0%	-0.7%	-7.4%	+18.4%	➖ noise
23	datafusion:vortex-file-compressed	+10.6%	+0.7%	+9.8%	+53.9%	➖ noise
23	duckdb:duckdb	+2.1%	+0.7%	+1.4%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	+3.2%	+0.7%	+2.5%	+26.2%	➖ noise
24	datafusion:vortex-file-compressed	-6.3%	-3.1%	-3.3%	+10.1%	➖ noise
24	duckdb:duckdb	+2.0%	-3.1%	+5.3%	+28.9%	➖ noise
24	duckdb:vortex-file-compressed	+14.8%	-3.1%	+18.5%	+14.6%	🚨 regression
25	datafusion:vortex-file-compressed	+1.0%	+1.7%	-0.6%	+10.0%	➖ noise
25	duckdb:duckdb	+1.4%	+1.7%	-0.3%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	+3.1%	+1.7%	+1.4%	+10.2%	➖ noise
26	datafusion:vortex-file-compressed	+2.7%	-0.0%	+2.7%	+10.0%	➖ noise
26	duckdb:duckdb	+4.7%	-0.0%	+4.7%	+10.0%	➖ noise
26	duckdb:vortex-file-compressed	+18.4%	-0.0%	+18.4%	+16.1%	🚨 regression
27	datafusion:vortex-file-compressed	+1.6%	-1.3%	+3.0%	+10.0%	➖ noise
27	duckdb:duckdb	-0.2%	-1.3%	+1.1%	+10.0%	➖ noise
27	duckdb:vortex-file-compressed	+1.2%	-1.3%	+2.6%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+0.9%	+2.1%	-1.2%	+10.0%	➖ noise
28	duckdb:duckdb	+0.4%	+2.1%	-1.7%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+0.5%	+2.1%	-1.6%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	+1.2%	+4.7%	-3.3%	+12.3%	➖ noise
29	duckdb:duckdb	+3.9%	+4.7%	-0.7%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	-2.7%	+4.7%	-7.1%	+25.3%	➖ noise
30	datafusion:vortex-file-compressed	+1.0%	+1.6%	-0.6%	+10.0%	➖ noise
30	duckdb:duckdb	+0.6%	+1.6%	-1.0%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	+0.2%	+1.6%	-1.4%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+3.0%	+0.9%	+2.1%	+10.0%	➖ noise
31	duckdb:duckdb	+1.0%	+0.9%	+0.1%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	+0.2%	+0.9%	-0.6%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	+1.3%	+2.0%	-0.7%	+10.0%	➖ noise
32	duckdb:duckdb	-10.3%	+2.0%	-12.1%	+10.0%	✅ faster
32	duckdb:vortex-file-compressed	+2.8%	+2.0%	+0.7%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	+1.7%	+1.3%	+0.4%	+10.0%	➖ noise
33	duckdb:duckdb	-15.0%	+1.3%	-16.1%	+10.0%	✅ faster
33	duckdb:vortex-file-compressed	+1.4%	+1.3%	+0.0%	+17.9%	➖ noise
34	datafusion:vortex-file-compressed	+2.7%	+1.8%	+0.9%	+10.0%	➖ noise
34	duckdb:duckdb	-17.4%	+1.8%	-18.9%	+10.0%	✅ faster
34	duckdb:vortex-file-compressed	+0.3%	+1.8%	-1.5%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	+0.6%	+0.4%	+0.2%	+10.0%	➖ noise
35	duckdb:duckdb	-12.2%	+0.4%	-12.6%	+10.0%	✅ faster
35	duckdb:vortex-file-compressed	+1.3%	+0.4%	+0.9%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	+1.5%	+1.3%	+0.2%	+10.0%	➖ noise
36	duckdb:duckdb	-2.9%	+1.3%	-4.2%	+12.9%	➖ noise
36	duckdb:vortex-file-compressed	-16.1%	+1.3%	-17.2%	+10.0%	✅ faster
37	datafusion:vortex-file-compressed	+2.4%	+2.4%	-0.0%	+10.0%	➖ noise
37	duckdb:duckdb	+4.2%	+2.4%	+1.7%	+10.0%	➖ noise
37	duckdb:vortex-file-compressed	-22.5%	+2.4%	-24.3%	+14.5%	✅ faster
38	datafusion:vortex-file-compressed	+7.8%	+0.1%	+7.7%	+10.2%	➖ noise
38	duckdb:duckdb	+3.4%	+0.1%	+3.4%	+10.0%	➖ noise
38	duckdb:vortex-file-compressed	-14.5%	+0.1%	-14.5%	+10.2%	✅ faster
39	datafusion:vortex-file-compressed	+2.3%	+4.6%	-2.2%	+10.0%	➖ noise
39	duckdb:duckdb	-11.4%	+4.6%	-15.2%	+18.4%	➖ noise
39	duckdb:vortex-file-compressed	-6.3%	+4.6%	-10.4%	+10.0%	✅ faster
40	datafusion:vortex-file-compressed	+4.9%	+2.6%	+2.3%	+10.0%	➖ noise
40	duckdb:duckdb	+3.8%	+2.6%	+1.2%	+10.0%	➖ noise
40	duckdb:vortex-file-compressed	-15.7%	+2.6%	-17.8%	+11.4%	✅ faster
41	datafusion:vortex-file-compressed	+1.4%	+1.7%	-0.3%	+10.0%	➖ noise
41	duckdb:duckdb	+4.4%	+1.7%	+2.6%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	-19.3%	+1.7%	-20.7%	+10.8%	✅ faster
42	datafusion:vortex-file-compressed	+2.1%	-1.0%	+3.1%	+10.0%	➖ noise
42	duckdb:duckdb	+4.6%	-1.0%	+5.6%	+10.0%	➖ noise
42	duckdb:vortex-file-compressed	-17.3%	-1.0%	-16.5%	+15.4%	✅ faster

[github-actions]

File Sizes: Clickbench on NVME

File Size Changes (201 files changed, -0.0% overall, 0↑ 201↓)

File	Scale	Format	Base	HEAD	Change	%
hits_51.vortex	1.0	vortex-file-compressed	428.84 MB	428.84 MB	32 B	-0.0%
hits_54.vortex	1.0	vortex-file-compressed	361.83 MB	361.83 MB	32 B	-0.0%
hits_43.vortex	1.0	vortex-file-compressed	305.71 MB	305.71 MB	32 B	-0.0%
hits_41.vortex	1.0	vortex-file-compressed	300.49 MB	300.49 MB	32 B	-0.0%
hits_42.vortex	1.0	vortex-file-compressed	298.79 MB	298.79 MB	32 B	-0.0%
hits_89.vortex	1.0	vortex-file-compressed	266.01 MB	266.01 MB	32 B	-0.0%
hits_67.vortex	1.0	vortex-file-compressed	265.94 MB	265.94 MB	32 B	-0.0%
hits_50.vortex	1.0	vortex-file-compressed	255.24 MB	255.24 MB	32 B	-0.0%
hits_55.vortex	1.0	vortex-file-compressed	251.56 MB	251.56 MB	32 B	-0.0%
hits_44.vortex	1.0	vortex-file-compressed	243.64 MB	243.64 MB	32 B	-0.0%
hits_2.vortex	1.0	vortex-file-compressed	241.46 MB	241.46 MB	32 B	-0.0%
hits_78.vortex	1.0	vortex-file-compressed	238.59 MB	238.59 MB	32 B	-0.0%
hits_65.vortex	1.0	vortex-file-compressed	238.05 MB	238.05 MB	32 B	-0.0%
hits_87.vortex	1.0	vortex-file-compressed	221.68 MB	221.68 MB	32 B	-0.0%
hits_77.vortex	1.0	vortex-file-compressed	218.96 MB	218.96 MB	32 B	-0.0%
hits_79.vortex	1.0	vortex-file-compressed	204.16 MB	204.16 MB	32 B	-0.0%
hits_90.vortex	1.0	vortex-file-compressed	204.12 MB	204.12 MB	32 B	-0.0%
hits_92.vortex	1.0	vortex-file-compressed	196.47 MB	196.47 MB	32 B	-0.0%
hits_3.vortex	1.0	vortex-file-compressed	193.11 MB	193.11 MB	32 B	-0.0%
hits_94.vortex	1.0	vortex-file-compressed	185.12 MB	185.12 MB	32 B	-0.0%
hits_1.vortex	1.0	vortex-file-compressed	181.16 MB	181.16 MB	32 B	-0.0%
hits_96.vortex	1.0	vortex-file-compressed	180.76 MB	180.76 MB	32 B	-0.0%
hits_27.vortex	1.0	vortex-file-compressed	174.61 MB	174.61 MB	32 B	-0.0%
hits_68.vortex	1.0	vortex-file-compressed	172.16 MB	172.16 MB	32 B	-0.0%
hits_43.vortex	1.0	vortex-compact	168.91 MB	168.91 MB	32 B	-0.0%
hits_51.vortex	1.0	vortex-compact	167.81 MB	167.81 MB	32 B	-0.0%
hits_28.vortex	1.0	vortex-file-compressed	167.55 MB	167.55 MB	32 B	-0.0%
hits_41.vortex	1.0	vortex-compact	165.78 MB	165.78 MB	32 B	-0.0%
hits_42.vortex	1.0	vortex-compact	164.22 MB	164.22 MB	32 B	-0.0%
hits_56.vortex	1.0	vortex-file-compressed	163.76 MB	163.76 MB	32 B	-0.0%
hits_99.vortex	1.0	vortex-file-compressed	158.88 MB	158.88 MB	32 B	-0.0%
hits_57.vortex	1.0	vortex-file-compressed	158.37 MB	158.37 MB	32 B	-0.0%
hits_74.vortex	1.0	vortex-file-compressed	152.12 MB	152.12 MB	32 B	-0.0%
hits_98.vortex	1.0	vortex-file-compressed	150.55 MB	150.55 MB	32 B	-0.0%
hits_62.vortex	1.0	vortex-file-compressed	148.36 MB	148.36 MB	32 B	-0.0%
hits_69.vortex	1.0	vortex-file-compressed	147.61 MB	147.61 MB	32 B	-0.0%
hits_45.vortex	1.0	vortex-file-compressed	145.48 MB	145.48 MB	32 B	-0.0%
hits_84.vortex	1.0	vortex-file-compressed	145.05 MB	145.05 MB	32 B	-0.0%
hits_26.vortex	1.0	vortex-file-compressed	144.05 MB	144.05 MB	32 B	-0.0%
hits_40.vortex	1.0	vortex-file-compressed	142.99 MB	142.99 MB	32 B	-0.0%
hits_76.vortex	1.0	vortex-file-compressed	140.05 MB	140.05 MB	32 B	-0.0%
hits_4.vortex	1.0	vortex-file-compressed	138.86 MB	138.86 MB	32 B	-0.0%
hits_35.vortex	1.0	vortex-file-compressed	138.81 MB	138.81 MB	32 B	-0.0%
hits_88.vortex	1.0	vortex-file-compressed	137.34 MB	137.34 MB	32 B	-0.0%
hits_25.vortex	1.0	vortex-file-compressed	137.01 MB	137.01 MB	32 B	-0.0%
hits_14.vortex	1.0	vortex-file-compressed	135.14 MB	135.14 MB	32 B	-0.0%
hits_44.vortex	1.0	vortex-compact	132.46 MB	132.46 MB	32 B	-0.0%
hits_73.vortex	1.0	vortex-file-compressed	131.83 MB	131.83 MB	32 B	-0.0%
hits_97.vortex	1.0	vortex-file-compressed	130.96 MB	130.96 MB	32 B	-0.0%
hits_65.vortex	1.0	vortex-compact	129.95 MB	129.95 MB	32 B	-0.0%
hits_2.vortex	1.0	vortex-compact	129.36 MB	129.36 MB	32 B	-0.0%
hits_81.vortex	1.0	vortex-file-compressed	126.55 MB	126.55 MB	32 B	-0.0%
hits_71.vortex	1.0	vortex-file-compressed	126.41 MB	126.41 MB	32 B	-0.0%
hits_18.vortex	1.0	vortex-file-compressed	126.06 MB	126.06 MB	32 B	-0.0%
hits_12.vortex	1.0	vortex-file-compressed	125.34 MB	125.34 MB	32 B	-0.0%
hits_80.vortex	1.0	vortex-file-compressed	124.24 MB	124.24 MB	32 B	-0.0%
hits_9.vortex	1.0	vortex-file-compressed	124.22 MB	124.22 MB	32 B	-0.0%
hits_7.vortex	1.0	vortex-file-compressed	123.82 MB	123.82 MB	32 B	-0.0%
hits_13.vortex	1.0	vortex-file-compressed	123.20 MB	123.20 MB	32 B	-0.0%
hits_6.vortex	1.0	vortex-file-compressed	122.86 MB	122.86 MB	32 B	-0.0%
hits_8.vortex	1.0	vortex-file-compressed	122.86 MB	122.86 MB	32 B	-0.0%
hits_82.vortex	1.0	vortex-file-compressed	122.77 MB	122.77 MB	32 B	-0.0%
hits_5.vortex	1.0	vortex-file-compressed	122.64 MB	122.64 MB	32 B	-0.0%
hits_59.vortex	1.0	vortex-file-compressed	121.84 MB	121.84 MB	32 B	-0.0%
hits_60.vortex	1.0	vortex-file-compressed	121.19 MB	121.19 MB	32 B	-0.0%
hits_52.vortex	1.0	vortex-file-compressed	120.78 MB	120.78 MB	32 B	-0.0%
hits_87.vortex	1.0	vortex-compact	119.04 MB	119.04 MB	32 B	-0.0%
hits_38.vortex	1.0	vortex-file-compressed	118.43 MB	118.43 MB	32 B	-0.0%
hits_77.vortex	1.0	vortex-compact	118.11 MB	118.11 MB	32 B	-0.0%
hits_54.vortex	1.0	vortex-compact	117.66 MB	117.66 MB	32 B	-0.0%
hits_91.vortex	1.0	vortex-file-compressed	116.23 MB	116.23 MB	32 B	-0.0%
hits_70.vortex	1.0	vortex-file-compressed	115.14 MB	115.14 MB	32 B	-0.0%
hits_61.vortex	1.0	vortex-file-compressed	114.43 MB	114.43 MB	32 B	-0.0%
hits_95.vortex	1.0	vortex-file-compressed	114.33 MB	114.33 MB	32 B	-0.0%
hits_67.vortex	1.0	vortex-compact	114.05 MB	114.05 MB	32 B	-0.0%
hits_58.vortex	1.0	vortex-file-compressed	113.78 MB	113.78 MB	32 B	-0.0%
hits_50.vortex	1.0	vortex-compact	113.12 MB	113.12 MB	32 B	-0.0%
hits_89.vortex	1.0	vortex-compact	112.82 MB	112.82 MB	32 B	-0.0%
hits_0.vortex	1.0	vortex-file-compressed	112.17 MB	112.17 MB	32 B	-0.0%
hits_34.vortex	1.0	vortex-file-compressed	111.68 MB	111.68 MB	32 B	-0.0%
hits_93.vortex	1.0	vortex-file-compressed	107.66 MB	107.66 MB	32 B	-0.0%
hits_85.vortex	1.0	vortex-file-compressed	106.37 MB	106.37 MB	32 B	-0.0%
hits_66.vortex	1.0	vortex-file-compressed	105.34 MB	105.34 MB	32 B	-0.0%
hits_31.vortex	1.0	vortex-file-compressed	104.39 MB	104.39 MB	32 B	-0.0%
hits_30.vortex	1.0	vortex-file-compressed	104.00 MB	104.00 MB	32 B	-0.0%
hits_83.vortex	1.0	vortex-file-compressed	103.72 MB	103.72 MB	32 B	-0.0%
hits_17.vortex	1.0	vortex-file-compressed	103.64 MB	103.64 MB	32 B	-0.0%
hits_21.vortex	1.0	vortex-file-compressed	101.28 MB	101.28 MB	32 B	-0.0%
hits_53.vortex	1.0	vortex-file-compressed	98.26 MB	98.26 MB	32 B	-0.0%
hits_78.vortex	1.0	vortex-compact	97.87 MB	97.87 MB	32 B	-0.0%
hits_37.vortex	1.0	vortex-file-compressed	97.54 MB	97.54 MB	32 B	-0.0%
hits_15.vortex	1.0	vortex-file-compressed	97.01 MB	97.01 MB	32 B	-0.0%
hits_72.vortex	1.0	vortex-file-compressed	96.27 MB	96.27 MB	32 B	-0.0%
hits_11.vortex	1.0	vortex-file-compressed	96.07 MB	96.07 MB	32 B	-0.0%
hits_64.vortex	1.0	vortex-file-compressed	95.27 MB	95.27 MB	32 B	-0.0%
hits_92.vortex	1.0	vortex-compact	94.27 MB	94.27 MB	32 B	-0.0%
hits_3.vortex	1.0	vortex-compact	94.23 MB	94.23 MB	32 B	-0.0%
hits_39.vortex	1.0	vortex-file-compressed	94.06 MB	94.06 MB	32 B	-0.0%
hits_55.vortex	1.0	vortex-compact	93.77 MB	93.77 MB	32 B	-0.0%
hits_96.vortex	1.0	vortex-compact	91.08 MB	91.08 MB	32 B	-0.0%
hits_94.vortex	1.0	vortex-compact	90.63 MB	90.63 MB	32 B	-0.0%
hits_1.vortex	1.0	vortex-compact	90.34 MB	90.34 MB	32 B	-0.0%
hits_49.vortex	1.0	vortex-file-compressed	88.67 MB	88.67 MB	32 B	-0.0%
hits_16.vortex	1.0	vortex-file-compressed	87.59 MB	87.59 MB	32 B	-0.0%
hits_79.vortex	1.0	vortex-compact	85.70 MB	85.70 MB	32 B	-0.0%
hits_57.vortex	1.0	vortex-compact	83.54 MB	83.54 MB	32 B	-0.0%
hits_19.vortex	1.0	vortex-file-compressed	82.10 MB	82.10 MB	32 B	-0.0%
hits_90.vortex	1.0	vortex-compact	81.86 MB	81.86 MB	32 B	-0.0%
hits_10.vortex	1.0	vortex-file-compressed	81.76 MB	81.76 MB	32 B	-0.0%
hits_86.vortex	1.0	vortex-file-compressed	81.40 MB	81.40 MB	32 B	-0.0%
hits_22.vortex	1.0	vortex-file-compressed	81.17 MB	81.17 MB	32 B	-0.0%
hits_69.vortex	1.0	vortex-compact	81.02 MB	81.02 MB	32 B	-0.0%
hits_63.vortex	1.0	vortex-file-compressed	80.62 MB	80.62 MB	32 B	-0.0%
hits_23.vortex	1.0	vortex-file-compressed	80.37 MB	80.37 MB	32 B	-0.0%
hits_46.vortex	1.0	vortex-file-compressed	80.32 MB	80.32 MB	32 B	-0.0%
hits_36.vortex	1.0	vortex-file-compressed	80.27 MB	80.27 MB	32 B	-0.0%
hits_24.vortex	1.0	vortex-file-compressed	79.71 MB	79.71 MB	32 B	-0.0%
hits_56.vortex	1.0	vortex-compact	77.87 MB	77.87 MB	32 B	-0.0%
hits_99.vortex	1.0	vortex-compact	77.31 MB	77.31 MB	32 B	-0.0%
hits_32.vortex	1.0	vortex-file-compressed	77.12 MB	77.12 MB	32 B	-0.0%
hits_76.vortex	1.0	vortex-compact	76.44 MB	76.44 MB	32 B	-0.0%
hits_45.vortex	1.0	vortex-compact	76.07 MB	76.07 MB	32 B	-0.0%
hits_68.vortex	1.0	vortex-compact	75.99 MB	75.99 MB	32 B	-0.0%
hits_40.vortex	1.0	vortex-compact	75.92 MB	75.92 MB	32 B	-0.0%
hits_35.vortex	1.0	vortex-compact	75.11 MB	75.11 MB	32 B	-0.0%
hits_62.vortex	1.0	vortex-compact	74.26 MB	74.26 MB	32 B	-0.0%
hits_75.vortex	1.0	vortex-file-compressed	74.18 MB	74.18 MB	32 B	-0.0%
hits_14.vortex	1.0	vortex-compact	73.75 MB	73.75 MB	32 B	-0.0%
hits_88.vortex	1.0	vortex-compact	73.31 MB	73.31 MB	32 B	-0.0%
hits_84.vortex	1.0	vortex-compact	73.14 MB	73.14 MB	32 B	-0.0%
hits_25.vortex	1.0	vortex-compact	73.14 MB	73.14 MB	32 B	-0.0%
hits_98.vortex	1.0	vortex-compact	72.77 MB	72.77 MB	32 B	-0.0%
hits_4.vortex	1.0	vortex-compact	71.81 MB	71.81 MB	32 B	-0.0%
hits_74.vortex	1.0	vortex-compact	71.62 MB	71.62 MB	32 B	-0.0%
hits_26.vortex	1.0	vortex-compact	70.89 MB	70.89 MB	32 B	-0.0%
hits_28.vortex	1.0	vortex-compact	70.27 MB	70.27 MB	32 B	-0.0%
hits_73.vortex	1.0	vortex-compact	70.04 MB	70.04 MB	32 B	-0.0%
hits_27.vortex	1.0	vortex-compact	69.88 MB	69.88 MB	32 B	-0.0%
hits_71.vortex	1.0	vortex-compact	69.29 MB	69.29 MB	32 B	-0.0%
hits_12.vortex	1.0	vortex-compact	69.27 MB	69.27 MB	32 B	-0.0%
hits_97.vortex	1.0	vortex-compact	69.16 MB	69.16 MB	32 B	-0.0%
hits_80.vortex	1.0	vortex-compact	68.07 MB	68.07 MB	32 B	-0.0%
hits_13.vortex	1.0	vortex-compact	67.96 MB	67.96 MB	32 B	-0.0%
hits_20.vortex	1.0	vortex-file-compressed	67.53 MB	67.53 MB	32 B	-0.0%
hits_82.vortex	1.0	vortex-compact	66.89 MB	66.89 MB	32 B	-0.0%
hits_59.vortex	1.0	vortex-compact	66.30 MB	66.30 MB	32 B	-0.0%
hits_9.vortex	1.0	vortex-compact	65.67 MB	65.67 MB	32 B	-0.0%
hits_29.vortex	1.0	vortex-file-compressed	65.47 MB	65.47 MB	32 B	-0.0%
hits_81.vortex	1.0	vortex-compact	65.45 MB	65.45 MB	32 B	-0.0%
hits_60.vortex	1.0	vortex-compact	64.33 MB	64.33 MB	32 B	-0.0%
hits_18.vortex	1.0	vortex-compact	64.28 MB	64.28 MB	32 B	-0.0%
hits_7.vortex	1.0	vortex-compact	63.80 MB	63.80 MB	32 B	-0.0%
hits_52.vortex	1.0	vortex-compact	63.73 MB	63.73 MB	32 B	-0.0%
hits_6.vortex	1.0	vortex-compact	63.16 MB	63.16 MB	32 B	-0.0%
hits_38.vortex	1.0	vortex-compact	63.10 MB	63.10 MB	32 B	-0.0%
hits_33.vortex	1.0	vortex-file-compressed	62.97 MB	62.97 MB	32 B	-0.0%
hits_5.vortex	1.0	vortex-compact	62.90 MB	62.90 MB	32 B	-0.0%
hits_8.vortex	1.0	vortex-compact	62.89 MB	62.89 MB	32 B	-0.0%
hits_70.vortex	1.0	vortex-compact	61.29 MB	61.29 MB	32 B	-0.0%
hits_91.vortex	1.0	vortex-compact	60.94 MB	60.94 MB	32 B	-0.0%
hits_58.vortex	1.0	vortex-compact	60.41 MB	60.41 MB	32 B	-0.0%
hits_53.vortex	1.0	vortex-compact	59.09 MB	59.09 MB	32 B	-0.0%
hits_93.vortex	1.0	vortex-compact	58.90 MB	58.90 MB	32 B	-0.0%
hits_30.vortex	1.0	vortex-compact	58.69 MB	58.69 MB	32 B	-0.0%
hits_0.vortex	1.0	vortex-compact	58.66 MB	58.66 MB	32 B	-0.0%
hits_17.vortex	1.0	vortex-compact	58.32 MB	58.32 MB	32 B	-0.0%
hits_34.vortex	1.0	vortex-compact	58.26 MB	58.26 MB	32 B	-0.0%
hits_95.vortex	1.0	vortex-compact	57.75 MB	57.75 MB	32 B	-0.0%
hits_61.vortex	1.0	vortex-compact	57.66 MB	57.66 MB	32 B	-0.0%
hits_31.vortex	1.0	vortex-compact	55.56 MB	55.56 MB	32 B	-0.0%
hits_11.vortex	1.0	vortex-compact	54.35 MB	54.35 MB	32 B	-0.0%
hits_64.vortex	1.0	vortex-compact	53.91 MB	53.91 MB	32 B	-0.0%
hits_37.vortex	1.0	vortex-compact	53.83 MB	53.83 MB	32 B	-0.0%
hits_66.vortex	1.0	vortex-compact	53.49 MB	53.49 MB	32 B	-0.0%
hits_85.vortex	1.0	vortex-compact	52.73 MB	52.73 MB	32 B	-0.0%
hits_83.vortex	1.0	vortex-compact	52.57 MB	52.57 MB	32 B	-0.0%
hits_72.vortex	1.0	vortex-compact	51.79 MB	51.79 MB	32 B	-0.0%
hits_21.vortex	1.0	vortex-compact	51.60 MB	51.60 MB	32 B	-0.0%
hits_49.vortex	1.0	vortex-compact	50.53 MB	50.53 MB	32 B	-0.0%
hits_39.vortex	1.0	vortex-compact	49.82 MB	49.82 MB	32 B	-0.0%
hits_36.vortex	1.0	vortex-compact	48.99 MB	48.99 MB	32 B	-0.0%
hits_10.vortex	1.0	vortex-compact	48.86 MB	48.86 MB	32 B	-0.0%
hits_16.vortex	1.0	vortex-compact	48.30 MB	48.30 MB	32 B	-0.0%
hits_86.vortex	1.0	vortex-compact	48.25 MB	48.25 MB	32 B	-0.0%
hits_15.vortex	1.0	vortex-compact	48.14 MB	48.14 MB	32 B	-0.0%
hits_63.vortex	1.0	vortex-compact	46.10 MB	46.10 MB	32 B	-0.0%
hits_19.vortex	1.0	vortex-compact	44.88 MB	44.88 MB	32 B	-0.0%
hits_22.vortex	1.0	vortex-compact	44.74 MB	44.74 MB	32 B	-0.0%
hits_23.vortex	1.0	vortex-compact	44.17 MB	44.17 MB	32 B	-0.0%
hits_32.vortex	1.0	vortex-compact	44.13 MB	44.13 MB	32 B	-0.0%
hits_24.vortex	1.0	vortex-compact	43.63 MB	43.63 MB	32 B	-0.0%
hits_75.vortex	1.0	vortex-compact	43.63 MB	43.63 MB	32 B	-0.0%
hits_46.vortex	1.0	vortex-compact	41.92 MB	41.92 MB	32 B	-0.0%
hits_47.vortex	1.0	vortex-file-compressed	41.86 MB	41.86 MB	32 B	-0.0%
hits_20.vortex	1.0	vortex-compact	38.14 MB	38.14 MB	32 B	-0.0%
hits_29.vortex	1.0	vortex-compact	36.61 MB	36.61 MB	32 B	-0.0%
hits_33.vortex	1.0	vortex-compact	35.95 MB	35.95 MB	32 B	-0.0%
hits_48.vortex	1.0	vortex-file-compressed	28.53 MB	28.53 MB	32 B	-0.0%
hits_47.vortex	1.0	vortex-compact	18.25 MB	18.25 MB	32 B	-0.0%
hits_48.vortex	1.0	vortex-compact	17.32 MB	17.32 MB	32 B	-0.0%
duckdb.db	1.0	vortex-compact	268.00 KB	0 B	268.00 KB	-100.0%

Totals:

• vortex-compact: 7.06 GB → 7.06 GB (-0.0%)
• vortex-file-compressed: 14.01 GB → 14.01 GB (-0.0%)

[github-actions]

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -7.3%
Vortex (geomean): 0.985x ➖
Parquet (geomean): 1.062x ➖
Shifts: Parquet (control) +6.2% · Median polish +3.0%

---

datafusion / vortex-file-compressed (1.065x ➖, 1↑ 3↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	258849782	239257507	1.08
tpch_q02/datafusion:vortex-file-compressed	454357292	485549663	0.94
tpch_q03/datafusion:vortex-file-compressed	428831750	426896625	1.00
tpch_q04/datafusion:vortex-file-compressed	260763807	284711952	0.92
tpch_q05/datafusion:vortex-file-compressed	447913640	463847231	0.97
tpch_q06/datafusion:vortex-file-compressed	346062596	344278353	1.01
tpch_q07/datafusion:vortex-file-compressed	500155576	433784075	1.15
tpch_q08/datafusion:vortex-file-compressed	748982243	657538893	1.14
tpch_q09/datafusion:vortex-file-compressed 🚨	585141203	417709036	1.40
tpch_q10/datafusion:vortex-file-compressed	631311787	488798618	1.29
tpch_q11/datafusion:vortex-file-compressed	350358567	313681594	1.12
tpch_q12/datafusion:vortex-file-compressed	482619957	418821665	1.15
tpch_q13/datafusion:vortex-file-compressed	162690858	189635897	0.86
tpch_q14/datafusion:vortex-file-compressed 🚨	414523470	272054006	1.52
tpch_q15/datafusion:vortex-file-compressed	504976797	456498514	1.11
tpch_q16/datafusion:vortex-file-compressed 🚨	291982902	213938904	1.36
tpch_q17/datafusion:vortex-file-compressed	428237127	407294508	1.05
tpch_q18/datafusion:vortex-file-compressed	387300759	346054855	1.12
tpch_q19/datafusion:vortex-file-compressed	485588021	520501982	0.93
tpch_q20/datafusion:vortex-file-compressed	450224027	445941076	1.01
tpch_q21/datafusion:vortex-file-compressed	672816654	646699276	1.04
tpch_q22/datafusion:vortex-file-compressed 🚀	119163978	187190166	0.64

datafusion / vortex-compact (0.863x ➖, 3↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	276814180	356033236	0.78
tpch_q02/datafusion:vortex-compact	459390271	472696481	0.97
tpch_q03/datafusion:vortex-compact	360343318	385324261	0.94
tpch_q04/datafusion:vortex-compact	230315166	265173385	0.87
tpch_q05/datafusion:vortex-compact	413398571	429873845	0.96
tpch_q06/datafusion:vortex-compact	283468344	343743219	0.82
tpch_q07/datafusion:vortex-compact	478254684	487871634	0.98
tpch_q08/datafusion:vortex-compact	555555759	650485192	0.85
tpch_q09/datafusion:vortex-compact	405082973	450001145	0.90
tpch_q10/datafusion:vortex-compact	450781914	520024259	0.87
tpch_q11/datafusion:vortex-compact	269964518	298262284	0.91
tpch_q12/datafusion:vortex-compact	409839447	526704641	0.78
tpch_q13/datafusion:vortex-compact 🚀	125132809	191036858	0.66
tpch_q14/datafusion:vortex-compact	213069358	284590334	0.75
tpch_q15/datafusion:vortex-compact	398380237	387563769	1.03
tpch_q16/datafusion:vortex-compact	171552624	194058072	0.88
tpch_q17/datafusion:vortex-compact 🚀	349428213	527183087	0.66
tpch_q18/datafusion:vortex-compact 🚀	285093275	435263200	0.65
tpch_q19/datafusion:vortex-compact	549789818	686983597	0.80
tpch_q20/datafusion:vortex-compact	453589485	447108918	1.01
tpch_q21/datafusion:vortex-compact	526178668	520635231	1.01
tpch_q22/datafusion:vortex-compact	117941877	107697230	1.10

datafusion / parquet (1.092x ➖, 0↑ 5↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	227679174	237562490	0.96
tpch_q02/datafusion:parquet	541716374	456412061	1.19
tpch_q03/datafusion:parquet 🚨	564277367	405854438	1.39
tpch_q04/datafusion:parquet 🚨	279989372	208010874	1.35
tpch_q05/datafusion:parquet	503338240	639826474	0.79
tpch_q06/datafusion:parquet	227139166	207453331	1.09
tpch_q07/datafusion:parquet	611469845	612929262	1.00
tpch_q08/datafusion:parquet	627836518	636974917	0.99
tpch_q09/datafusion:parquet	560648888	446324778	1.26
tpch_q10/datafusion:parquet 🚨	678189620	501438303	1.35
tpch_q11/datafusion:parquet	324258441	362370104	0.89
tpch_q12/datafusion:parquet 🚨	343540923	263938630	1.30
tpch_q13/datafusion:parquet	479114565	435915117	1.10
tpch_q14/datafusion:parquet 🚨	264170026	196720890	1.34
tpch_q15/datafusion:parquet	361997893	317205351	1.14
tpch_q16/datafusion:parquet	179180807	179469222	1.00
tpch_q17/datafusion:parquet	444761719	378867516	1.17
tpch_q18/datafusion:parquet	456816421	458040081	1.00
tpch_q19/datafusion:parquet	340688352	365434866	0.93
tpch_q20/datafusion:parquet	320483790	306805321	1.04
tpch_q21/datafusion:parquet	522347809	521468254	1.00
tpch_q22/datafusion:parquet	121749989	119404971	1.02

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

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	287463403	313239748	0.92
tpch_q02/duckdb:vortex-file-compressed	968899687	963707600	1.01
tpch_q03/duckdb:vortex-file-compressed	685131024	742034959	0.92
tpch_q04/duckdb:vortex-file-compressed	424257154	420491445	1.01
tpch_q05/duckdb:vortex-file-compressed	796096666	864341988	0.92
tpch_q06/duckdb:vortex-file-compressed	338017807	429993899	0.79
tpch_q07/duckdb:vortex-file-compressed	1019183520	896859713	1.14
tpch_q08/duckdb:vortex-file-compressed	1092546323	1038900092	1.05
tpch_q09/duckdb:vortex-file-compressed	1093915478	903155050	1.21
tpch_q10/duckdb:vortex-file-compressed	882314033	849296211	1.04
tpch_q11/duckdb:vortex-file-compressed	610584575	518284154	1.18
tpch_q12/duckdb:vortex-file-compressed	729448268	646969335	1.13
tpch_q13/duckdb:vortex-file-compressed	465902876	491105352	0.95
tpch_q14/duckdb:vortex-file-compressed	458399021	440922109	1.04
tpch_q15/duckdb:vortex-file-compressed	328256821	295192723	1.11
tpch_q16/duckdb:vortex-file-compressed	370976330	319113281	1.16
tpch_q17/duckdb:vortex-file-compressed	809674904	827769865	0.98
tpch_q18/duckdb:vortex-file-compressed	712916692	593584064	1.20
tpch_q19/duckdb:vortex-file-compressed	471716174	526044219	0.90
tpch_q20/duckdb:vortex-file-compressed	789221643	780010226	1.01
tpch_q21/duckdb:vortex-file-compressed	1058701784	996079631	1.06
tpch_q22/duckdb:vortex-file-compressed	266741435	312557741	0.85

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

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	362108600	310696720	1.17
tpch_q02/duckdb:vortex-compact	952771847	1027278110	0.93
tpch_q03/duckdb:vortex-compact	648851855	596295278	1.09
tpch_q04/duckdb:vortex-compact	406516395	423525130	0.96
tpch_q05/duckdb:vortex-compact	799615066	827978195	0.97
tpch_q06/duckdb:vortex-compact	439457286	353796476	1.24
tpch_q07/duckdb:vortex-compact	891868373	973347112	0.92
tpch_q08/duckdb:vortex-compact	937678105	1016274497	0.92
tpch_q09/duckdb:vortex-compact	912763647	985377527	0.93
tpch_q10/duckdb:vortex-compact	702231275	777120635	0.90
tpch_q11/duckdb:vortex-compact	467825821	519258725	0.90
tpch_q12/duckdb:vortex-compact	649800236	554511182	1.17
tpch_q13/duckdb:vortex-compact	445869721	459249003	0.97
tpch_q14/duckdb:vortex-compact	407336185	398827358	1.02
tpch_q15/duckdb:vortex-compact	300012545	292708210	1.02
tpch_q16/duckdb:vortex-compact	337707784	331938115	1.02
tpch_q17/duckdb:vortex-compact	804464847	666830721	1.21
tpch_q18/duckdb:vortex-compact	517994253	556356639	0.93
tpch_q19/duckdb:vortex-compact	473273274	464696905	1.02
tpch_q20/duckdb:vortex-compact	694207509	707215938	0.98
tpch_q21/duckdb:vortex-compact	977449899	988663300	0.99
tpch_q22/duckdb:vortex-compact	279952830	299335849	0.94

duckdb / parquet (1.033x ➖, 0↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	466774501	446268847	1.05
tpch_q02/duckdb:parquet	1101095475	1104314855	1.00
tpch_q03/duckdb:parquet	1132270971	975135911	1.16
tpch_q04/duckdb:parquet	651777380	652141960	1.00
tpch_q05/duckdb:parquet	1179175135	1273265609	0.93
tpch_q06/duckdb:parquet	438432413	450995365	0.97
tpch_q07/duckdb:parquet	1297037401	1292039137	1.00
tpch_q08/duckdb:parquet	1568414501	1515178628	1.04
tpch_q09/duckdb:parquet	1442027073	1380282699	1.04
tpch_q10/duckdb:parquet	1257554153	1294054413	0.97
tpch_q11/duckdb:parquet	805339469	706116097	1.14
tpch_q12/duckdb:parquet	766176318	768816871	1.00
tpch_q13/duckdb:parquet	940414414	931115900	1.01
tpch_q14/duckdb:parquet	821019877	735896337	1.12
tpch_q15/duckdb:parquet	674820461	614747723	1.10
tpch_q16/duckdb:parquet	698922705	649607265	1.08
tpch_q17/duckdb:parquet	892713395	844819999	1.06
tpch_q18/duckdb:parquet	916348431	989074067	0.93
tpch_q19/duckdb:parquet	846950986	781973243	1.08
tpch_q20/duckdb:parquet	1214505585	1216640729	1.00
tpch_q21/duckdb:parquet	1162746703	1137434136	1.02
tpch_q22/duckdb:parquet	656026540	607349128	1.08

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-22.3%	+0.1%	-22.3%	+91.4%	➖ noise
1	datafusion:vortex-file-compressed	+8.2%	+0.1%	+8.1%	+63.7%	➖ noise
1	duckdb:vortex-compact	+16.5%	+0.1%	+16.4%	+42.7%	➖ noise
1	duckdb:vortex-file-compressed	-8.2%	+0.1%	-8.3%	+43.2%	➖ noise
2	datafusion:vortex-compact	-2.8%	+8.8%	-10.7%	+30.0%	➖ noise
2	datafusion:vortex-file-compressed	-6.4%	+8.8%	-14.0%	+30.0%	➖ noise
2	duckdb:vortex-compact	-7.3%	+8.8%	-14.7%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	+0.5%	+8.8%	-7.6%	+30.0%	➖ noise
3	datafusion:vortex-compact	-6.5%	+27.1%	-26.4%	+41.2%	➖ noise
3	datafusion:vortex-file-compressed	+0.5%	+27.1%	-20.9%	+49.6%	➖ noise
3	duckdb:vortex-compact	+8.8%	+27.1%	-14.4%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	-7.7%	+27.1%	-27.3%	+40.8%	➖ noise
4	datafusion:vortex-compact	-13.1%	+16.0%	-25.1%	+41.4%	➖ noise
4	datafusion:vortex-file-compressed	-8.4%	+16.0%	-21.0%	+30.0%	➖ noise
4	duckdb:vortex-compact	-4.0%	+16.0%	-17.2%	+32.1%	➖ noise
4	duckdb:vortex-file-compressed	+0.9%	+16.0%	-13.0%	+35.3%	➖ noise
5	datafusion:vortex-compact	-3.8%	-14.6%	+12.7%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-3.4%	-14.6%	+13.1%	+30.0%	➖ noise
5	duckdb:vortex-compact	-3.4%	-14.6%	+13.1%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-7.9%	-14.6%	+7.9%	+30.0%	➖ noise
6	datafusion:vortex-compact	-17.5%	+3.2%	-20.1%	+30.1%	➖ noise
6	datafusion:vortex-file-compressed	+0.5%	+3.2%	-2.6%	+32.5%	➖ noise
6	duckdb:vortex-compact	+24.2%	+3.2%	+20.4%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-21.4%	+3.2%	-23.8%	+32.2%	➖ noise
7	datafusion:vortex-compact	-2.0%	+0.1%	-2.0%	+35.9%	➖ noise
7	datafusion:vortex-file-compressed	+15.3%	+0.1%	+15.2%	+30.0%	➖ noise
7	duckdb:vortex-compact	-8.4%	+0.1%	-8.4%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+13.6%	+0.1%	+13.6%	+30.0%	➖ noise
8	datafusion:vortex-compact	-14.6%	+1.0%	-15.4%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+13.9%	+1.0%	+12.8%	+30.0%	➖ noise
8	duckdb:vortex-compact	-7.7%	+1.0%	-8.7%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+5.2%	+1.0%	+4.1%	+30.0%	➖ noise
9	datafusion:vortex-compact	-10.0%	+14.6%	-21.4%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	+40.1%	+14.6%	+22.3%	+30.0%	➖ noise
9	duckdb:vortex-compact	-7.4%	+14.6%	-19.1%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	+21.1%	+14.6%	+5.7%	+30.0%	➖ noise
10	datafusion:vortex-compact	-13.3%	+14.6%	-24.4%	+30.0%	✅ faster
10	datafusion:vortex-file-compressed	+29.2%	+14.6%	+12.7%	+30.3%	➖ noise
10	duckdb:vortex-compact	-9.6%	+14.6%	-21.2%	+30.0%	➖ noise
10	duckdb:vortex-file-compressed	+3.9%	+14.6%	-9.4%	+30.0%	➖ noise
11	datafusion:vortex-compact	-9.5%	+1.0%	-10.4%	+30.0%	➖ noise
11	datafusion:vortex-file-compressed	+11.7%	+1.0%	+10.6%	+30.0%	➖ noise
11	duckdb:vortex-compact	-9.9%	+1.0%	-10.8%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	+17.8%	+1.0%	+16.6%	+30.0%	➖ noise
12	datafusion:vortex-compact	-22.2%	+13.9%	-31.7%	+37.7%	✅ faster
12	datafusion:vortex-file-compressed	+15.2%	+13.9%	+1.2%	+30.0%	➖ noise
12	duckdb:vortex-compact	+17.2%	+13.9%	+2.9%	+37.6%	➖ noise
12	duckdb:vortex-file-compressed	+12.7%	+13.9%	-1.0%	+30.0%	➖ noise
13	datafusion:vortex-compact	-34.5%	+5.4%	-37.8%	+67.6%	➖ noise
13	datafusion:vortex-file-compressed	-14.2%	+5.4%	-18.6%	+36.2%	➖ noise
13	duckdb:vortex-compact	-2.9%	+5.4%	-7.9%	+30.0%	➖ noise
13	duckdb:vortex-file-compressed	-5.1%	+5.4%	-10.0%	+44.1%	➖ noise
14	datafusion:vortex-compact	-25.1%	+22.4%	-38.8%	+30.0%	✅ faster
14	datafusion:vortex-file-compressed	+52.4%	+22.4%	+24.5%	+39.1%	➖ noise
14	duckdb:vortex-compact	+2.1%	+22.4%	-16.6%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	+4.0%	+22.4%	-15.1%	+37.1%	➖ noise
15	datafusion:vortex-compact	+2.8%	+11.9%	-8.2%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	+10.6%	+11.9%	-1.2%	+36.1%	➖ noise
15	duckdb:vortex-compact	+2.5%	+11.9%	-8.4%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	+11.2%	+11.9%	-0.6%	+30.0%	➖ noise
16	datafusion:vortex-compact	-11.6%	+3.6%	-14.7%	+30.0%	➖ noise
16	datafusion:vortex-file-compressed	+36.5%	+3.6%	+31.7%	+45.8%	➖ noise
16	duckdb:vortex-compact	+1.7%	+3.6%	-1.8%	+30.0%	➖ noise
16	duckdb:vortex-file-compressed	+16.3%	+3.6%	+12.2%	+30.0%	➖ noise
17	datafusion:vortex-compact	-33.7%	+11.4%	-40.5%	+30.0%	✅ faster
17	datafusion:vortex-file-compressed	+5.1%	+11.4%	-5.6%	+30.0%	➖ noise
17	duckdb:vortex-compact	+20.6%	+11.4%	+8.3%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	-2.2%	+11.4%	-12.2%	+32.4%	➖ noise
18	datafusion:vortex-compact	-34.5%	-3.9%	-31.9%	+30.0%	✅ faster
18	datafusion:vortex-file-compressed	+11.9%	-3.9%	+16.4%	+30.0%	➖ noise
18	duckdb:vortex-compact	-6.9%	-3.9%	-3.1%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	+20.1%	-3.9%	+24.9%	+30.0%	➖ noise
19	datafusion:vortex-compact	-20.0%	+0.5%	-20.4%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	-6.7%	+0.5%	-7.2%	+30.0%	➖ noise
19	duckdb:vortex-compact	+1.8%	+0.5%	+1.4%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	-10.3%	+0.5%	-10.8%	+30.0%	➖ noise
20	datafusion:vortex-compact	+1.4%	+2.1%	-0.7%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	+1.0%	+2.1%	-1.1%	+30.0%	➖ noise
20	duckdb:vortex-compact	-1.8%	+2.1%	-3.9%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	+1.2%	+2.1%	-0.9%	+30.0%	➖ noise
21	datafusion:vortex-compact	+1.1%	+1.2%	-0.1%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	+4.0%	+1.2%	+2.8%	+30.0%	➖ noise
21	duckdb:vortex-compact	-1.1%	+1.2%	-2.3%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	+6.3%	+1.2%	+5.0%	+30.0%	➖ noise
22	datafusion:vortex-compact	+9.5%	+4.9%	+4.4%	+60.0%	➖ noise
22	datafusion:vortex-file-compressed	-36.3%	+4.9%	-39.3%	+51.1%	✅ faster
22	duckdb:vortex-compact	-6.5%	+4.9%	-10.9%	+31.8%	➖ noise
22	duckdb:vortex-file-compressed	-14.7%	+4.9%	-18.7%	+30.0%	➖ noise

[github-actions]

Benchmarks: Compression

Vortex (geomean): 1.004x ➖
Parquet (geomean): 1.008x ➖

---

unknown / unknown (1.011x ➖, 1↑ 7↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
compress time/Arade	1152445922	1141405765	1.01
compress time/Bimbo	6792805778	7018097141	0.97
compress time/CMSprovider	2830455778	2860016214	0.99
compress time/Euro2016	435995728	423040233	1.03
compress time/Food	410434556	376531854	1.09
compress time/HashTags	812080843	814784405	1.00
compress time/TPC-H l_comment canonical	1296905924	1277376937	1.02
compress time/TPC-H l_comment chunked	1302120959	1271710601	1.02
compress time/taxi	718982064	727473223	0.99
compress time/wide table cols=100 chunks=1 rows=1000	11503951	12322310	0.93
compress time/wide table cols=100 chunks=50 rows=1000	12391284	11554376	1.07
compress time/wide table cols=1000 chunks=1 rows=1000	124608700	128647407	0.97
compress time/wide table cols=1000 chunks=50 rows=1000 🚨	141140518	123595149	1.14
compress time/wide table cols=10000 chunks=1 rows=1000	1412444027	1433358599	0.99
compress time/wide table cols=10000 chunks=50 rows=1000	1444130573	1397303581	1.03
decompress time/Arade	24963893	27578955	0.91
decompress time/Bimbo	77090784	78835998	0.98
decompress time/CMSprovider	77179757	77721113	0.99
decompress time/Euro2016	18626784	18411955	1.01
decompress time/Food 🚨	10130983	7823263	1.29
decompress time/HashTags	70280828	73435134	0.96
decompress time/TPC-H l_comment canonical	40655586	40557361	1.00
decompress time/TPC-H l_comment chunked	39389106	39620167	0.99
decompress time/taxi	14713682	14488644	1.02
decompress time/wide table cols=100 chunks=1 rows=1000 🚨	2621454	2341704	1.12
decompress time/wide table cols=100 chunks=50 rows=1000	2683505	2527643	1.06
decompress time/wide table cols=1000 chunks=1 rows=1000	22729112	21908880	1.04
decompress time/wide table cols=1000 chunks=50 rows=1000 🚨	27471940	22434431	1.22
decompress time/wide table cols=10000 chunks=1 rows=1000	243514413	250584694	0.97
decompress time/wide table cols=10000 chunks=50 rows=1000	248332459	241698791	1.03
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	2608257940	2612287776	1.00
parquet_rs-zstd compress time/Bimbo	12555933555	12777964126	0.98
parquet_rs-zstd compress time/CMSprovider	6821600535	6840083210	1.00
parquet_rs-zstd compress time/Euro2016	1287929001	1305860843	0.99
parquet_rs-zstd compress time/Food	824317815	801685573	1.03
parquet_rs-zstd compress time/HashTags	2126106796	2153116616	0.99
parquet_rs-zstd compress time/TPC-H l_comment canonical	3203916630	3176508438	1.01
parquet_rs-zstd compress time/TPC-H l_comment chunked	3162335832	3179832598	0.99
parquet_rs-zstd compress time/taxi	1226201652	1197986541	1.02
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000	6552879	5974883	1.10
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000	6465705	6079936	1.06
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000	76331576	73424673	1.04
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000	79443265	75097106	1.06
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000	843415704	772707864	1.09
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000	764501867	773378223	0.99
parquet_rs-zstd decompress time/Arade	615292966	614644799	1.00
parquet_rs-zstd decompress time/Bimbo	1679721548	1698579839	0.99
parquet_rs-zstd decompress time/CMSprovider	1713325985	1700070819	1.01
parquet_rs-zstd decompress time/Euro2016	369928010	371177746	1.00
parquet_rs-zstd decompress time/Food	211212109	198600027	1.06
parquet_rs-zstd decompress time/HashTags	621722387	621822092	1.00
parquet_rs-zstd decompress time/TPC-H l_comment canonical	588286946	592913239	0.99
parquet_rs-zstd decompress time/TPC-H l_comment chunked	588267173	589670464	1.00
parquet_rs-zstd decompress time/taxi	244856919	243060276	1.01
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000	2777051	2789151	1.00
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000	2821463	2817910	1.00
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000	33014007	31860652	1.04
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000	36170187	33239520	1.09
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000	340345037	344258905	0.99
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000	340233310	344239610	0.99
vortex-file-compressed size/Arade	145363796	145363828	1.00
vortex-file-compressed size/Bimbo	468763332	468763364	1.00
vortex-file-compressed size/CMSprovider	417907812	417907844	1.00
vortex-file-compressed size/Euro2016	163394924	163395324	1.00
vortex-file-compressed size/Food	41926936	41926968	1.00
vortex-file-compressed size/HashTags	195647828	195647860	1.00
vortex-file-compressed size/TPC-H l_comment canonical	179087360	179087392	1.00
vortex-file-compressed size/TPC-H l_comment chunked	179087360	179087392	1.00
vortex-file-compressed size/taxi	52363948	52363980	1.00
vortex-file-compressed size/wide table cols=100 chunks=1 rows=1000	930848	930880	1.00
vortex-file-compressed size/wide table cols=100 chunks=50 rows=1000	930848	930880	1.00
vortex-file-compressed size/wide table cols=1000 chunks=1 rows=1000	9293648	9293680	1.00
vortex-file-compressed size/wide table cols=1000 chunks=50 rows=1000	9293648	9293680	1.00
vortex-file-compressed size/wide table cols=10000 chunks=1 rows=1000	92957648	92957680	1.00
vortex-file-compressed size/wide table cols=10000 chunks=50 rows=1000	92957648	92957680	1.00
vortex:parquet-zstd ratio compress time/Arade	0	0	1.01
vortex:parquet-zstd ratio compress time/Bimbo	0	0	0.99
vortex:parquet-zstd ratio compress time/CMSprovider	0	0	0.99
vortex:parquet-zstd ratio compress time/Euro2016	0	0	1.04
vortex:parquet-zstd ratio compress time/Food	0	0	1.06
vortex:parquet-zstd ratio compress time/HashTags	0	0	1.01
vortex:parquet-zstd ratio compress time/TPC-H l_comment canonical	0	0	1.01
vortex:parquet-zstd ratio compress time/TPC-H l_comment chunked	0	0	1.03
vortex:parquet-zstd ratio compress time/taxi	0	0	0.97
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000 🚀	1	2	0.85
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=50 rows=1000	1	1	1.01
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000	1	1	0.93
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000	1	1	1.08
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000	1	1	0.90
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=50 rows=1000	1	1	1.05
vortex:parquet-zstd ratio decompress time/Arade	0	0	0.90
vortex:parquet-zstd ratio decompress time/Bimbo	0	0	0.99
vortex:parquet-zstd ratio decompress time/CMSprovider	0	0	0.99
vortex:parquet-zstd ratio decompress time/Euro2016	0	0	1.02
vortex:parquet-zstd ratio decompress time/Food 🚨	0	0	1.22
vortex:parquet-zstd ratio decompress time/HashTags	0	0	0.96
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0	0	1.01
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked	0	0	1.00
vortex:parquet-zstd ratio decompress time/taxi	0	0	1.01
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000 🚨	0	0	1.12
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000	0	0	1.06
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd ratio decompress time/wide table cols=1000 chunks=50 rows=1000 🚨	0	0	1.13
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000	0	0	0.98
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000	0	0	1.04
vortex:parquet-zstd size/Arade	0	0	1.00
vortex:parquet-zstd size/Bimbo	1	1	1.00
vortex:parquet-zstd size/CMSprovider	1	1	1.00
vortex:parquet-zstd size/Euro2016	1	1	1.00
vortex:parquet-zstd size/Food	1	1	1.00
vortex:parquet-zstd size/HashTags	1	1	1.00
vortex:parquet-zstd size/TPC-H l_comment canonical	1	1	1.00
vortex:parquet-zstd size/TPC-H l_comment chunked	1	1	1.00
vortex:parquet-zstd size/taxi	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=100 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=1000 chunks=50 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=1 rows=1000	0	0	1.00
vortex:parquet-zstd size/wide table cols=10000 chunks=50 rows=1000	0	0	1.00

[github-actions]

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +1.6%
Vortex (geomean): 1.025x ➖
Parquet (geomean): 1.008x ➖
Shifts: Parquet (control) +0.8% · Median polish -1.8%

---

datafusion / vortex-file-compressed (0.941x ➖, 1↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	820083064	722730015	1.13
tpch_q02/datafusion:vortex-file-compressed	863204924	767079534	1.13
tpch_q03/datafusion:vortex-file-compressed	851848356	1082286782	0.79
tpch_q04/datafusion:vortex-file-compressed	580778592	628784582	0.92
tpch_q05/datafusion:vortex-file-compressed	917028456	1002100474	0.92
tpch_q06/datafusion:vortex-file-compressed	568838837	595579744	0.96
tpch_q07/datafusion:vortex-file-compressed	986264977	989953725	1.00
tpch_q08/datafusion:vortex-file-compressed	1186865357	1198158906	0.99
tpch_q09/datafusion:vortex-file-compressed	1532279833	1299839713	1.18
tpch_q10/datafusion:vortex-file-compressed	970612963	866157266	1.12
tpch_q11/datafusion:vortex-file-compressed	500568716	508850751	0.98
tpch_q12/datafusion:vortex-file-compressed	850933149	916142094	0.93
tpch_q13/datafusion:vortex-file-compressed	493616984	423393761	1.17
tpch_q14/datafusion:vortex-file-compressed	538549623	543299668	0.99
tpch_q15/datafusion:vortex-file-compressed	938528688	969572724	0.97
tpch_q16/datafusion:vortex-file-compressed 🚀	334682537	600304189	0.56
tpch_q17/datafusion:vortex-file-compressed	1175678436	1566134638	0.75
tpch_q18/datafusion:vortex-file-compressed	1219399685	1480417273	0.82
tpch_q19/datafusion:vortex-file-compressed	758059888	865236286	0.88
tpch_q20/datafusion:vortex-file-compressed	925699047	875535459	1.06
tpch_q21/datafusion:vortex-file-compressed	1614919366	1703168505	0.95
tpch_q22/datafusion:vortex-file-compressed	348549393	435707590	0.80

datafusion / vortex-compact (0.963x ➖, 2↑ 1↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	687229673	710379531	0.97
tpch_q02/datafusion:vortex-compact	617487810	848109476	0.73
tpch_q03/datafusion:vortex-compact 🚀	653242928	936202294	0.70
tpch_q04/datafusion:vortex-compact	494760366	544822882	0.91
tpch_q05/datafusion:vortex-compact	823915146	915429687	0.90
tpch_q06/datafusion:vortex-compact	469773761	588048613	0.80
tpch_q07/datafusion:vortex-compact	951708823	1092523308	0.87
tpch_q08/datafusion:vortex-compact	1100165461	1128992583	0.97
tpch_q09/datafusion:vortex-compact	1449342716	1227840927	1.18
tpch_q10/datafusion:vortex-compact	1130474343	871334870	1.30
tpch_q11/datafusion:vortex-compact	409971595	397464422	1.03
tpch_q12/datafusion:vortex-compact 🚨	1223501070	808010471	1.51
tpch_q13/datafusion:vortex-compact	425782365	392378183	1.09
tpch_q14/datafusion:vortex-compact	563585402	529668163	1.06
tpch_q15/datafusion:vortex-compact	904889586	942704794	0.96
tpch_q16/datafusion:vortex-compact	400004198	319653531	1.25
tpch_q17/datafusion:vortex-compact	1193960572	1290799336	0.92
tpch_q18/datafusion:vortex-compact 🚀	1092133172	1785703262	0.61
tpch_q19/datafusion:vortex-compact	781888126	828128303	0.94
tpch_q20/datafusion:vortex-compact	784485343	751402496	1.04
tpch_q21/datafusion:vortex-compact	1399970554	1504317900	0.93
tpch_q22/datafusion:vortex-compact	363049020	394356171	0.92

datafusion / parquet (1.000x ➖, 0↑ 1↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	964200734	850339211	1.13
tpch_q02/datafusion:parquet	1127156644	887185577	1.27
tpch_q03/datafusion:parquet	948411056	1037482887	0.91
tpch_q04/datafusion:parquet	514863257	503182585	1.02
tpch_q05/datafusion:parquet	1163403329	1270456948	0.92
tpch_q06/datafusion:parquet	549053689	650573677	0.84
tpch_q07/datafusion:parquet	1392049887	1298567312	1.07
tpch_q08/datafusion:parquet	1599149729	1799894579	0.89
tpch_q09/datafusion:parquet	1823276331	1949254718	0.94
tpch_q10/datafusion:parquet	1941477358	1952393946	0.99
tpch_q11/datafusion:parquet	455674025	499247002	0.91
tpch_q12/datafusion:parquet	615782958	745222089	0.83
tpch_q13/datafusion:parquet	709039050	739504134	0.96
tpch_q14/datafusion:parquet	739958800	832742483	0.89
tpch_q15/datafusion:parquet	1224832304	1255621829	0.98
tpch_q16/datafusion:parquet	376167761	340204938	1.11
tpch_q17/datafusion:parquet	1350921263	1297944628	1.04
tpch_q18/datafusion:parquet	1423396381	1508668492	0.94
tpch_q19/datafusion:parquet	898613107	986762958	0.91
tpch_q20/datafusion:parquet	1239112624	1330630060	0.93
tpch_q21/datafusion:parquet	1931763434	1867609604	1.03
tpch_q22/datafusion:parquet 🚨	1216318057	672748347	1.81

duckdb / vortex-file-compressed (1.067x ➖, 0↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	617681977	645171398	0.96
tpch_q02/duckdb:vortex-file-compressed	1172483095	1125841417	1.04
tpch_q03/duckdb:vortex-file-compressed	1107301225	905622148	1.22
tpch_q04/duckdb:vortex-file-compressed	804211937	745785530	1.08
tpch_q05/duckdb:vortex-file-compressed	1261750430	1191441142	1.06
tpch_q06/duckdb:vortex-file-compressed	561989042	551217229	1.02
tpch_q07/duckdb:vortex-file-compressed	1370909634	1297652581	1.06
tpch_q08/duckdb:vortex-file-compressed	1579414815	1407327850	1.12
tpch_q09/duckdb:vortex-file-compressed	1958762275	1818431855	1.08
tpch_q10/duckdb:vortex-file-compressed	1264413833	1216534563	1.04
tpch_q11/duckdb:vortex-file-compressed	686125470	663922190	1.03
tpch_q12/duckdb:vortex-file-compressed	1329099484	1243388556	1.07
tpch_q13/duckdb:vortex-file-compressed	1169903022	969179175	1.21
tpch_q14/duckdb:vortex-file-compressed	702121436	697558729	1.01
tpch_q15/duckdb:vortex-file-compressed	575759173	569777807	1.01
tpch_q16/duckdb:vortex-file-compressed	493509081	476223977	1.04
tpch_q17/duckdb:vortex-file-compressed	1022246213	1114722360	0.92
tpch_q18/duckdb:vortex-file-compressed	1031230173	918960433	1.12
tpch_q19/duckdb:vortex-file-compressed	825776472	765818087	1.08
tpch_q20/duckdb:vortex-file-compressed	1353438641	1189352825	1.14
tpch_q21/duckdb:vortex-file-compressed	2182335180	1896583369	1.15
tpch_q22/duckdb:vortex-file-compressed	459915344	425885987	1.08

duckdb / vortex-compact (1.141x ➖, 0↑ 2↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	624001575	578389051	1.08
tpch_q02/duckdb:vortex-compact 🚨	1377092224	1042987357	1.32
tpch_q03/duckdb:vortex-compact	859445985	789570547	1.09
tpch_q04/duckdb:vortex-compact	745265943	585635503	1.27
tpch_q05/duckdb:vortex-compact	1268877362	1058291417	1.20
tpch_q06/duckdb:vortex-compact	576257490	532989029	1.08
tpch_q07/duckdb:vortex-compact	1178019909	1159159213	1.02
tpch_q08/duckdb:vortex-compact	1440986129	1335482336	1.08
tpch_q09/duckdb:vortex-compact	1901248945	1527767717	1.24
tpch_q10/duckdb:vortex-compact	1411299594	1211731083	1.16
tpch_q11/duckdb:vortex-compact	764229178	680977751	1.12
tpch_q12/duckdb:vortex-compact	1111262326	1033891042	1.07
tpch_q13/duckdb:vortex-compact	1026118242	856193572	1.20
tpch_q14/duckdb:vortex-compact	679014783	598772692	1.13
tpch_q15/duckdb:vortex-compact	600943423	534775919	1.12
tpch_q16/duckdb:vortex-compact	392972266	439051453	0.90
tpch_q17/duckdb:vortex-compact	1007591572	908353798	1.11
tpch_q18/duckdb:vortex-compact	826822105	810994841	1.02
tpch_q19/duckdb:vortex-compact	818539271	700387774	1.17
tpch_q20/duckdb:vortex-compact	1281928846	1038754189	1.23
tpch_q21/duckdb:vortex-compact	2102678925	1646687965	1.28
tpch_q22/duckdb:vortex-compact 🚨	537939036	411562154	1.31

duckdb / parquet (1.017x ➖, 0↑ 0↓)

name	PR a8ddbfe (ns)	base dba7935 (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	830020472	794447452	1.04
tpch_q02/duckdb:parquet	1348342147	1372453577	0.98
tpch_q03/duckdb:parquet	1656157478	1847649804	0.90
tpch_q04/duckdb:parquet	1011958043	1178141904	0.86
tpch_q05/duckdb:parquet	1882003971	1969737073	0.96
tpch_q06/duckdb:parquet	743572911	731213602	1.02
tpch_q07/duckdb:parquet	1783161476	2089172611	0.85
tpch_q08/duckdb:parquet	2371699185	2478789660	0.96
tpch_q09/duckdb:parquet	2380672610	2763376266	0.86
tpch_q10/duckdb:parquet	3142000281	3089377053	1.02
tpch_q11/duckdb:parquet	969165132	1011754777	0.96
tpch_q12/duckdb:parquet	1350519899	1112575151	1.21
tpch_q13/duckdb:parquet	1333857651	1203646519	1.11
tpch_q14/duckdb:parquet	1307068608	1263923716	1.03
tpch_q15/duckdb:parquet	1096585347	907568157	1.21
tpch_q16/duckdb:parquet	918644890	937533587	0.98
tpch_q17/duckdb:parquet	1363167019	1303933051	1.05
tpch_q18/duckdb:parquet	1788005710	1596974149	1.12
tpch_q19/duckdb:parquet	1678156443	1494853648	1.12
tpch_q20/duckdb:parquet	2136568128	1953536507	1.09
tpch_q21/duckdb:parquet	2041228366	1795369504	1.14
tpch_q22/duckdb:parquet	1177656944	1156013289	1.02

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-3.3%	+8.8%	-11.1%	+34.7%	➖ noise
1	datafusion:vortex-file-compressed	+13.5%	+8.8%	+4.3%	+68.9%	➖ noise
1	duckdb:vortex-compact	+7.9%	+8.8%	-0.9%	+35.8%	➖ noise
1	duckdb:vortex-file-compressed	-4.3%	+8.8%	-12.0%	+61.1%	➖ noise
2	datafusion:vortex-compact	-27.2%	+11.7%	-34.8%	+31.9%	✅ faster
2	datafusion:vortex-file-compressed	+12.5%	+11.7%	+0.7%	+34.0%	➖ noise
2	duckdb:vortex-compact	+32.0%	+11.7%	+18.2%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	+4.1%	+11.7%	-6.8%	+30.0%	➖ noise
3	datafusion:vortex-compact	-30.2%	-9.5%	-22.9%	+39.4%	➖ noise
3	datafusion:vortex-file-compressed	-21.3%	-9.5%	-13.0%	+43.8%	➖ noise
3	duckdb:vortex-compact	+8.8%	-9.5%	+20.2%	+33.5%	➖ noise
3	duckdb:vortex-file-compressed	+22.3%	-9.5%	+35.1%	+32.6%	🚨 regression
4	datafusion:vortex-compact	-9.2%	-6.3%	-3.1%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	-7.6%	-6.3%	-1.5%	+30.0%	➖ noise
4	duckdb:vortex-compact	+27.3%	-6.3%	+35.7%	+30.0%	🚨 regression
4	duckdb:vortex-file-compressed	+7.8%	-6.3%	+15.0%	+30.0%	➖ noise
5	datafusion:vortex-compact	-10.0%	-6.5%	-3.8%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-8.5%	-6.5%	-2.2%	+30.0%	➖ noise
5	duckdb:vortex-compact	+19.9%	-6.5%	+28.2%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+5.9%	-6.5%	+13.2%	+30.0%	➖ noise
6	datafusion:vortex-compact	-20.1%	-7.4%	-13.8%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-4.5%	-7.4%	+3.1%	+30.0%	➖ noise
6	duckdb:vortex-compact	+8.1%	-7.4%	+16.7%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+2.0%	-7.4%	+10.1%	+30.0%	➖ noise
7	datafusion:vortex-compact	-12.9%	-4.3%	-8.9%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-0.4%	-4.3%	+4.2%	+30.0%	➖ noise
7	duckdb:vortex-compact	+1.6%	-4.3%	+6.2%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+5.6%	-4.3%	+10.4%	+30.0%	➖ noise
8	datafusion:vortex-compact	-2.6%	-7.8%	+5.7%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	-0.9%	-7.8%	+7.4%	+30.0%	➖ noise
8	duckdb:vortex-compact	+7.9%	-7.8%	+17.0%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	+12.2%	-7.8%	+21.7%	+30.0%	➖ noise
9	datafusion:vortex-compact	+18.0%	-10.2%	+31.5%	+30.0%	🚨 regression
9	datafusion:vortex-file-compressed	+17.9%	-10.2%	+31.3%	+30.0%	🚨 regression
9	duckdb:vortex-compact	+24.4%	-10.2%	+38.6%	+30.0%	🚨 regression
9	duckdb:vortex-file-compressed	+7.7%	-10.2%	+20.0%	+30.0%	➖ noise
10	datafusion:vortex-compact	+29.7%	+0.6%	+29.0%	+33.8%	➖ noise
10	datafusion:vortex-file-compressed	+12.1%	+0.6%	+11.4%	+30.0%	➖ noise
10	duckdb:vortex-compact	+16.5%	+0.6%	+15.8%	+30.0%	➖ noise
10	duckdb:vortex-file-compressed	+3.9%	+0.6%	+3.4%	+30.0%	➖ noise
11	datafusion:vortex-compact	+3.1%	-6.5%	+10.3%	+30.0%	➖ noise
11	datafusion:vortex-file-compressed	-1.6%	-6.5%	+5.2%	+30.0%	➖ noise
11	duckdb:vortex-compact	+12.2%	-6.5%	+20.0%	+30.0%	➖ noise
11	duckdb:vortex-file-compressed	+3.3%	-6.5%	+10.5%	+30.0%	➖ noise
12	datafusion:vortex-compact	+51.4%	+0.2%	+51.2%	+30.0%	🚨 regression
12	datafusion:vortex-file-compressed	-7.1%	+0.2%	-7.3%	+30.0%	➖ noise
12	duckdb:vortex-compact	+7.5%	+0.2%	+7.3%	+30.0%	➖ noise
12	duckdb:vortex-file-compressed	+6.9%	+0.2%	+6.7%	+30.0%	➖ noise
13	datafusion:vortex-compact	+8.5%	+3.1%	+5.3%	+30.0%	➖ noise
13	datafusion:vortex-file-compressed	+16.6%	+3.1%	+13.1%	+30.0%	➖ noise
13	duckdb:vortex-compact	+19.8%	+3.1%	+16.3%	+39.0%	➖ noise
13	duckdb:vortex-file-compressed	+20.7%	+3.1%	+17.1%	+41.9%	➖ noise
14	datafusion:vortex-compact	+6.4%	-4.1%	+11.0%	+30.0%	➖ noise
14	datafusion:vortex-file-compressed	-0.9%	-4.1%	+3.4%	+30.0%	➖ noise
14	duckdb:vortex-compact	+13.4%	-4.1%	+18.3%	+30.0%	➖ noise
14	duckdb:vortex-file-compressed	+0.7%	-4.1%	+5.0%	+30.0%	➖ noise
15	datafusion:vortex-compact	-4.0%	+8.6%	-11.6%	+30.0%	➖ noise
15	datafusion:vortex-file-compressed	-3.2%	+8.6%	-10.8%	+30.0%	➖ noise
15	duckdb:vortex-compact	+12.4%	+8.6%	+3.5%	+30.0%	➖ noise
15	duckdb:vortex-file-compressed	+1.0%	+8.6%	-6.9%	+30.0%	➖ noise
16	datafusion:vortex-compact	+25.1%	+4.1%	+20.2%	+30.0%	➖ noise
16	datafusion:vortex-file-compressed	-44.2%	+4.1%	-46.4%	+35.1%	✅ faster
16	duckdb:vortex-compact	-10.5%	+4.1%	-14.0%	+30.0%	➖ noise
16	duckdb:vortex-file-compressed	+3.6%	+4.1%	-0.4%	+30.0%	➖ noise
17	datafusion:vortex-compact	-7.5%	+4.3%	-11.3%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	-24.9%	+4.3%	-28.0%	+30.0%	✅ faster
17	duckdb:vortex-compact	+10.9%	+4.3%	+6.3%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	-8.3%	+4.3%	-12.1%	+30.0%	➖ noise
18	datafusion:vortex-compact	-38.8%	+2.8%	-40.5%	+30.0%	✅ faster
18	datafusion:vortex-file-compressed	-17.6%	+2.8%	-19.9%	+30.0%	➖ noise
18	duckdb:vortex-compact	+2.0%	+2.8%	-0.8%	+30.0%	➖ noise
18	duckdb:vortex-file-compressed	+12.2%	+2.8%	+9.2%	+30.0%	➖ noise
19	datafusion:vortex-compact	-5.6%	+1.1%	-6.6%	+30.0%	➖ noise
19	datafusion:vortex-file-compressed	-12.4%	+1.1%	-13.3%	+30.0%	➖ noise
19	duckdb:vortex-compact	+16.9%	+1.1%	+15.6%	+30.0%	➖ noise
19	duckdb:vortex-file-compressed	+7.8%	+1.1%	+6.6%	+30.0%	➖ noise
20	datafusion:vortex-compact	+4.4%	+0.9%	+3.5%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	+5.7%	+0.9%	+4.8%	+30.0%	➖ noise
20	duckdb:vortex-compact	+23.4%	+0.9%	+22.3%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	+13.8%	+0.9%	+12.8%	+30.0%	➖ noise
21	datafusion:vortex-compact	-6.9%	+8.4%	-14.2%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	-5.2%	+8.4%	-12.6%	+30.0%	➖ noise
21	duckdb:vortex-compact	+27.7%	+8.4%	+17.7%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	+15.1%	+8.4%	+6.1%	+30.0%	➖ noise
22	datafusion:vortex-compact	-7.9%	+35.7%	-32.2%	+30.0%	✅ faster
22	datafusion:vortex-file-compressed	-20.0%	+35.7%	-41.1%	+30.0%	✅ faster
22	duckdb:vortex-compact	+30.7%	+35.7%	-3.7%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	+8.0%	+35.7%	-20.4%	+30.0%	➖ noise

[robert3005]

I have added handling for non 0 offsets for byte_compress method