Interned Identifiers by gatesn · Pull Request #7068 · vortex-data/vortex

gatesn · 2026-03-19T16:44:17Z

Signed-off-by: Nicholas Gates <nick@nickgates.com>

joseph-isaacs · 2026-03-19T16:56:33Z

encodings/alp/src/alp/array.rs

+    pub const ID: &'static str = "vortex.alp";
+
+    /// Returns the cached [`ArrayId`] for this encoding.
+    pub fn array_id() -> ArrayId {
+        static CACHED: std::sync::OnceLock<ArrayId> = std::sync::OnceLock::new();
+        *CACHED.get_or_init(|| ArrayId::new(Self::ID))
+    }


Does this not have an atomic? On read

We could force vtables to hold onto an instance of their ID by having VTable::id(&Array) -> &ArrayId?

But it means no more ZSTs for vtables

Signed-off-by: Nicholas Gates <nick@nickgates.com>

github-actions · 2026-03-19T17:16:47Z

Benchmarks: FineWeb S3

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -3.7%
Vortex (geomean): 0.969x ➖
Parquet (geomean): 1.006x ➖
Shifts: Parquet (control) +0.6% · Median polish -2.5%

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

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	32704202	32224590	1.01
fineweb_q01/datafusion:vortex-file-compressed	544905026	653646086	0.83
fineweb_q02/datafusion:vortex-file-compressed	494505791	574772510	0.86
fineweb_q03/datafusion:vortex-file-compressed	1400880130	1392832887	1.01
fineweb_q04/datafusion:vortex-file-compressed	1362024469	1366135332	1.00
fineweb_q05/datafusion:vortex-file-compressed	1336015877	1345076071	0.99
fineweb_q06/datafusion:vortex-file-compressed	1515424010	1559484187	0.97
fineweb_q07/datafusion:vortex-file-compressed	1367982311	1395906520	0.98
fineweb_q08/datafusion:vortex-file-compressed	528053853	677756771	0.78

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

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	35861388	28381746	1.26
fineweb_q01/datafusion:vortex-compact	595337663	587791567	1.01
fineweb_q02/datafusion:vortex-compact	647236067	625200431	1.04
fineweb_q03/datafusion:vortex-compact	1872974357	1851170949	1.01
fineweb_q04/datafusion:vortex-compact	2160465509	2198018410	0.98
fineweb_q05/datafusion:vortex-compact	1701285595	1689781431	1.01
fineweb_q06/datafusion:vortex-compact	1492574932	1496242175	1.00
fineweb_q07/datafusion:vortex-compact	1443295603	1371127575	1.05
fineweb_q08/datafusion:vortex-compact	373305578	420719723	0.89

datafusion / parquet (1.055x ➖, 0↑ 0↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1242433682	1127164009	1.10
fineweb_q01/datafusion:parquet	1750365839	1878874777	0.93
fineweb_q02/datafusion:parquet	1885651409	2045230796	0.92
fineweb_q03/datafusion:parquet	2151674233	1860951083	1.16
fineweb_q04/datafusion:parquet	2086246574	1899370460	1.10
fineweb_q05/datafusion:parquet	2008132454	1750746811	1.15
fineweb_q06/datafusion:parquet	1788064228	1744429660	1.03
fineweb_q07/datafusion:parquet	1957199320	1917853422	1.02
fineweb_q08/datafusion:parquet	2023928068	1802693581	1.12

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

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	95077044	111404297	0.85
fineweb_q01/duckdb:vortex-file-compressed	534304646	572403614	0.93
fineweb_q02/duckdb:vortex-file-compressed	514300978	447694662	1.15
fineweb_q03/duckdb:vortex-file-compressed	1410344926	1466793095	0.96
fineweb_q04/duckdb:vortex-file-compressed	1520993311	1568259693	0.97
fineweb_q05/duckdb:vortex-file-compressed	1469999216	1508680569	0.97
fineweb_q06/duckdb:vortex-file-compressed	1664627596	1659643074	1.00
fineweb_q07/duckdb:vortex-file-compressed	1424268446	1436972680	0.99
fineweb_q08/duckdb:vortex-file-compressed	602299097	667864925	0.90

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

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	101384179	112960058	0.90
fineweb_q01/duckdb:vortex-compact	560398151	515251723	1.09
fineweb_q02/duckdb:vortex-compact	579720945	664838034	0.87
fineweb_q03/duckdb:vortex-compact	1650558464	1636341139	1.01
fineweb_q04/duckdb:vortex-compact	1686097967	1674254173	1.01
fineweb_q05/duckdb:vortex-compact	1517765733	1645755930	0.92
fineweb_q06/duckdb:vortex-compact	1477751352	1560856531	0.95
fineweb_q07/duckdb:vortex-compact	1318955341	1264593017	1.04
fineweb_q08/duckdb:vortex-compact	493167233	602722513	0.82

duckdb / parquet (0.959x ➖, 0↑ 0↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1031149488	1107083646	0.93
fineweb_q01/duckdb:parquet	1614790022	1732979929	0.93
fineweb_q02/duckdb:parquet	1637440206	1622258595	1.01
fineweb_q03/duckdb:parquet	4249900337	4330337530	0.98
fineweb_q04/duckdb:parquet	1979499369	1917007218	1.03
fineweb_q05/duckdb:parquet	2666485835	3011627425	0.89
fineweb_q06/duckdb:parquet	3405528891	3601165547	0.95
fineweb_q07/duckdb:parquet	3959476575	4281881381	0.92
fineweb_q08/duckdb:parquet	1080822125	1084967749	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+26.4%	+1.3%	+24.7%	+154.3%	➖ noise
0	datafusion:vortex-file-compressed	+1.5%	+1.3%	+0.2%	+204.4%	➖ noise
0	duckdb:vortex-compact	-10.2%	+1.3%	-11.4%	+37.7%	➖ noise
0	duckdb:vortex-file-compressed	-14.7%	+1.3%	-15.8%	+48.7%	➖ noise
1	datafusion:vortex-compact	+1.3%	-6.8%	+8.7%	+47.3%	➖ noise
1	datafusion:vortex-file-compressed	-16.6%	-6.8%	-10.5%	+127.3%	➖ noise
1	duckdb:vortex-compact	+8.8%	-6.8%	+16.7%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	-6.7%	-6.8%	+0.2%	+31.9%	➖ noise
2	datafusion:vortex-compact	+3.5%	-3.5%	+7.3%	+30.0%	➖ noise
2	datafusion:vortex-file-compressed	-14.0%	-3.5%	-10.8%	+34.3%	➖ noise
2	duckdb:vortex-compact	-12.8%	-3.5%	-9.6%	+41.1%	➖ noise
2	duckdb:vortex-file-compressed	+14.9%	-3.5%	+19.1%	+39.3%	➖ noise
3	datafusion:vortex-compact	+1.2%	+6.5%	-5.0%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	+0.6%	+6.5%	-5.6%	+30.0%	➖ noise
3	duckdb:vortex-compact	+0.9%	+6.5%	-5.3%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	-3.8%	+6.5%	-9.7%	+30.0%	➖ noise
4	datafusion:vortex-compact	-1.7%	+6.5%	-7.7%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	-0.3%	+6.5%	-6.4%	+30.0%	➖ noise
4	duckdb:vortex-compact	+0.7%	+6.5%	-5.4%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	-3.0%	+6.5%	-8.9%	+30.0%	➖ noise
5	datafusion:vortex-compact	+0.7%	+0.8%	-0.1%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-0.7%	+0.8%	-1.4%	+30.0%	➖ noise
5	duckdb:vortex-compact	-7.8%	+0.8%	-8.5%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-2.6%	+0.8%	-3.3%	+30.0%	➖ noise
6	datafusion:vortex-compact	-0.2%	-1.5%	+1.3%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-2.8%	-1.5%	-1.3%	+30.0%	➖ noise
6	duckdb:vortex-compact	-5.3%	-1.5%	-3.8%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+0.3%	-1.5%	+1.9%	+30.0%	➖ noise
7	datafusion:vortex-compact	+5.3%	-2.9%	+8.4%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-2.0%	-2.9%	+0.9%	+30.0%	➖ noise
7	duckdb:vortex-compact	+4.3%	-2.9%	+7.4%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	-0.9%	-2.9%	+2.0%	+34.6%	➖ noise
8	datafusion:vortex-compact	-11.3%	+5.8%	-16.1%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	-22.1%	+5.8%	-26.3%	+30.0%	✅ faster
8	duckdb:vortex-compact	-18.2%	+5.8%	-22.6%	+31.6%	➖ noise
8	duckdb:vortex-file-compressed	-9.8%	+5.8%	-14.7%	+30.0%	➖ noise

github-actions · 2026-03-19T17:16:49Z

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -1.1%
Vortex (geomean): 1.058x ➖
Parquet (geomean): 1.069x ➖
Shifts: Parquet (control) +6.9% · Median polish +5.4%

duckdb / vortex-file-compressed (1.064x ➖, 0↑ 2↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	11749773	10964905	1.07
statpopgen_q01/duckdb:vortex-file-compressed	20581337	19236963	1.07
statpopgen_q02/duckdb:vortex-file-compressed	1345802338	1293784935	1.04
statpopgen_q03/duckdb:vortex-file-compressed	3217614583	3062541921	1.05
statpopgen_q04/duckdb:vortex-file-compressed	3263774831	3074789529	1.06
statpopgen_q05/duckdb:vortex-file-compressed	1417701387	1376512608	1.03
statpopgen_q06/duckdb:vortex-file-compressed	2137030676	2038252012	1.05
statpopgen_q07/duckdb:vortex-file-compressed 🚨	209136769	185877547	1.13
statpopgen_q08/duckdb:vortex-file-compressed 🚨	220984353	199742751	1.11
statpopgen_q09/duckdb:vortex-file-compressed	2952709440	2795910471	1.06
statpopgen_q10/duckdb:vortex-file-compressed	4839208549	4600987749	1.05

duckdb / vortex-compact (1.051x ➖, 0↑ 0↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	11679692	10870735	1.07
statpopgen_q01/duckdb:vortex-compact	172514113	166071527	1.04
statpopgen_q02/duckdb:vortex-compact	1910900794	1800028753	1.06
statpopgen_q03/duckdb:vortex-compact	3729231797	3498782545	1.07
statpopgen_q04/duckdb:vortex-compact	3780818950	3544154414	1.07
statpopgen_q05/duckdb:vortex-compact	1903101895	1816399267	1.05
statpopgen_q06/duckdb:vortex-compact	2820007537	2682212781	1.05
statpopgen_q07/duckdb:vortex-compact	973301327	947419529	1.03
statpopgen_q08/duckdb:vortex-compact	1003891166	978725606	1.03
statpopgen_q09/duckdb:vortex-compact	3540713806	3325628077	1.06
statpopgen_q10/duckdb:vortex-compact	5602295512	5408038225	1.04

duckdb / parquet (1.069x ➖, 0↑ 2↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	330684295	311333009	1.06
statpopgen_q01/duckdb:parquet	419714410	390839297	1.07
statpopgen_q02/duckdb:parquet	1062655193	1013099170	1.05
statpopgen_q03/duckdb:parquet 🚨	1627261352	1477958703	1.10
statpopgen_q04/duckdb:parquet	1614605001	1517614620	1.06
statpopgen_q05/duckdb:parquet	1076363163	1005257104	1.07
statpopgen_q06/duckdb:parquet	1594658145	1480818416	1.08
statpopgen_q07/duckdb:parquet	1963580997	1890950437	1.04
statpopgen_q08/duckdb:parquet	1958906770	1881110674	1.04
statpopgen_q09/duckdb:parquet 🚨	1495911677	1354186396	1.10
statpopgen_q10/duckdb:parquet	2868618668	2659886421	1.08

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	+7.4%	+6.2%	+1.2%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	+7.2%	+6.2%	+0.9%	+10.6%	➖ noise
1	duckdb:vortex-compact	+3.9%	+7.4%	-3.3%	+29.1%	➖ noise
1	duckdb:vortex-file-compressed	+7.0%	+7.4%	-0.4%	+212.6%	➖ noise
2	duckdb:vortex-compact	+6.2%	+4.9%	+1.2%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+4.0%	+4.9%	-0.8%	+10.0%	➖ noise
3	duckdb:vortex-compact	+6.6%	+10.1%	-3.2%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+5.1%	+10.1%	-4.6%	+10.0%	➖ noise
4	duckdb:vortex-compact	+6.7%	+6.4%	+0.3%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+6.1%	+6.4%	-0.2%	+10.0%	➖ noise
5	duckdb:vortex-compact	+4.8%	+7.1%	-2.1%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+3.0%	+7.1%	-3.8%	+10.0%	➖ noise
6	duckdb:vortex-compact	+5.1%	+7.7%	-2.4%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+4.8%	+7.7%	-2.6%	+10.0%	➖ noise
7	duckdb:vortex-compact	+2.7%	+3.8%	-1.1%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+12.5%	+3.8%	+8.4%	+10.0%	➖ noise
8	duckdb:vortex-compact	+2.6%	+4.1%	-1.5%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+10.6%	+4.1%	+6.2%	+10.0%	➖ noise
9	duckdb:vortex-compact	+6.5%	+10.5%	-3.6%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+5.6%	+10.5%	-4.4%	+10.0%	➖ noise
10	duckdb:vortex-compact	+3.6%	+7.8%	-3.9%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+5.2%	+7.8%	-2.5%	+10.0%	➖ noise

github-actions · 2026-03-19T17:16:50Z

Benchmarks: Clickbench on NVME

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: +15.5%
Vortex (geomean): 1.211x ❌
Parquet (geomean): 0.977x ➖
Shifts: Parquet (control) -2.3% · Median polish -2.2%

datafusion / vortex-file-compressed (1.173x ❌, 9↑ 20↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed 🚀	1637987	1970796	0.83
clickbench_q01/datafusion:vortex-file-compressed 🚨	17371805	14460168	1.20
clickbench_q02/datafusion:vortex-file-compressed	34710233	32491733	1.07
clickbench_q03/datafusion:vortex-file-compressed	36345012	37068160	0.98
clickbench_q04/datafusion:vortex-file-compressed	316116778	316931314	1.00
clickbench_q05/datafusion:vortex-file-compressed	314238700	316991970	0.99
clickbench_q06/datafusion:vortex-file-compressed	1678917	1839543	0.91
clickbench_q07/datafusion:vortex-file-compressed 🚨	24381678	17397106	1.40
clickbench_q08/datafusion:vortex-file-compressed	390525133	387107283	1.01
clickbench_q09/datafusion:vortex-file-compressed	574694160	606059922	0.95
clickbench_q10/datafusion:vortex-file-compressed	86264963	81177631	1.06
clickbench_q11/datafusion:vortex-file-compressed 🚨	100841814	89848328	1.12
clickbench_q12/datafusion:vortex-file-compressed 🚀	276924583	335916477	0.82
clickbench_q13/datafusion:vortex-file-compressed 🚀	429386243	511971745	0.84
clickbench_q14/datafusion:vortex-file-compressed 🚀	265759123	316201585	0.84
clickbench_q15/datafusion:vortex-file-compressed 🚀	373119201	452631973	0.82
clickbench_q16/datafusion:vortex-file-compressed 🚀	727018058	886876016	0.82
clickbench_q17/datafusion:vortex-file-compressed 🚀	717723055	876346227	0.82
clickbench_q18/datafusion:vortex-file-compressed 🚀	1437145558	1732109030	0.83
clickbench_q19/datafusion:vortex-file-compressed 🚨	33068668	27687986	1.19
clickbench_q20/datafusion:vortex-file-compressed 🚀	356185161	401786259	0.89
clickbench_q21/datafusion:vortex-file-compressed	478327139	466586207	1.03
clickbench_q22/datafusion:vortex-file-compressed 🚨	861394697	625374465	1.38
clickbench_q23/datafusion:vortex-file-compressed 🚨	5072903217	726850959	6.98
clickbench_q24/datafusion:vortex-file-compressed	61261851	61148364	1.00
clickbench_q25/datafusion:vortex-file-compressed	76187194	81157129	0.94
clickbench_q26/datafusion:vortex-file-compressed	54227148	53411298	1.02
clickbench_q27/datafusion:vortex-file-compressed 🚨	1050965689	899687678	1.17
clickbench_q28/datafusion:vortex-file-compressed	7206250978	7208076692	1.00
clickbench_q29/datafusion:vortex-file-compressed	254897525	242456119	1.05
clickbench_q30/datafusion:vortex-file-compressed 🚨	353272414	254705220	1.39
clickbench_q31/datafusion:vortex-file-compressed 🚨	407318734	296683401	1.37
clickbench_q32/datafusion:vortex-file-compressed 🚨	1859594974	1336543550	1.39
clickbench_q33/datafusion:vortex-file-compressed 🚨	2246936370	1407721368	1.60
clickbench_q34/datafusion:vortex-file-compressed 🚨	2367959702	1413077774	1.68
clickbench_q35/datafusion:vortex-file-compressed 🚨	818296850	520772966	1.57
clickbench_q36/datafusion:vortex-file-compressed 🚨	139937532	77036143	1.82
clickbench_q37/datafusion:vortex-file-compressed 🚨	53322436	39614167	1.35
clickbench_q38/datafusion:vortex-file-compressed 🚨	38554693	26620229	1.45
clickbench_q39/datafusion:vortex-file-compressed 🚨	252815893	152668095	1.66
clickbench_q40/datafusion:vortex-file-compressed 🚨	33693977	20617939	1.63
clickbench_q41/datafusion:vortex-file-compressed 🚨	27407813	20305379	1.35
clickbench_q42/datafusion:vortex-file-compressed 🚨	30996465	22701604	1.37

datafusion / parquet (0.987x ➖, 10↑ 6↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet	1780858	1936626	0.92
clickbench_q01/datafusion:parquet	22029643	23116990	0.95
clickbench_q02/datafusion:parquet	51608743	55067685	0.94
clickbench_q03/datafusion:parquet	42486403	47054717	0.90
clickbench_q04/datafusion:parquet 🚀	375752497	420145363	0.89
clickbench_q05/datafusion:parquet	411238833	443963560	0.93
clickbench_q06/datafusion:parquet	1665693	1674092	0.99
clickbench_q07/datafusion:parquet 🚀	27086763	30905051	0.88
clickbench_q08/datafusion:parquet 🚀	450522546	508703007	0.89
clickbench_q09/datafusion:parquet 🚀	713040648	808528256	0.88
clickbench_q10/datafusion:parquet 🚀	125156811	141744770	0.88
clickbench_q11/datafusion:parquet	156691213	173506217	0.90
clickbench_q12/datafusion:parquet 🚀	391128822	440042493	0.89
clickbench_q13/datafusion:parquet 🚀	557875009	623771140	0.89
clickbench_q14/datafusion:parquet	404909399	440702306	0.92
clickbench_q15/datafusion:parquet 🚀	415614452	476031574	0.87
clickbench_q16/datafusion:parquet	805920031	892043503	0.90
clickbench_q17/datafusion:parquet 🚀	779275777	875006606	0.89
clickbench_q18/datafusion:parquet 🚀	1630429645	1839803943	0.89
clickbench_q19/datafusion:parquet	35714929	39201923	0.91
clickbench_q20/datafusion:parquet	643276999	711426568	0.90
clickbench_q21/datafusion:parquet	724375512	788741222	0.92
clickbench_q22/datafusion:parquet	1024178073	1137618312	0.90
clickbench_q23/datafusion:parquet	4078213922	4088996955	1.00
clickbench_q24/datafusion:parquet	100423958	99387258	1.01
clickbench_q25/datafusion:parquet	156600897	154260504	1.02
clickbench_q26/datafusion:parquet	99623399	96169591	1.04
clickbench_q27/datafusion:parquet	1060410226	1063019403	1.00
clickbench_q28/datafusion:parquet	7067183313	6599313413	1.07
clickbench_q29/datafusion:parquet	239224607	244390993	0.98
clickbench_q30/datafusion:parquet 🚨	534253763	385599092	1.39
clickbench_q31/datafusion:parquet 🚨	523472801	403239691	1.30
clickbench_q32/datafusion:parquet 🚨	1705157333	1254787591	1.36
clickbench_q33/datafusion:parquet 🚨	2084109020	1547129952	1.35
clickbench_q34/datafusion:parquet 🚨	1728759259	1545164881	1.12
clickbench_q35/datafusion:parquet	562471277	543801101	1.03
clickbench_q36/datafusion:parquet 🚨	175237061	138939355	1.26
clickbench_q37/datafusion:parquet	60306121	59842470	1.01
clickbench_q38/datafusion:parquet	90484791	92496901	0.98
clickbench_q39/datafusion:parquet	284855358	279254947	1.02
clickbench_q40/datafusion:parquet	34050639	34923643	0.98
clickbench_q41/datafusion:parquet	31002147	31036524	1.00
clickbench_q42/datafusion:parquet	33580597	32004682	1.05

duckdb / vortex-file-compressed (1.249x ❌, 8↑ 15↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed 🚨	7496630	6724747	1.11
clickbench_q01/duckdb:vortex-file-compressed 🚨	50559713	14753353	3.43
clickbench_q02/duckdb:vortex-file-compressed 🚨	94280700	25950791	3.63
clickbench_q03/duckdb:vortex-file-compressed 🚨	61997710	33634737	1.84
clickbench_q04/duckdb:vortex-file-compressed	206511568	194323788	1.06
clickbench_q05/duckdb:vortex-file-compressed	233683482	232184110	1.01
clickbench_q06/duckdb:vortex-file-compressed 🚨	105286204	21149963	4.98
clickbench_q07/duckdb:vortex-file-compressed 🚨	62651148	16861259	3.72
clickbench_q08/duckdb:vortex-file-compressed	299484560	294619849	1.02
clickbench_q09/duckdb:vortex-file-compressed	414525923	426048332	0.97
clickbench_q10/duckdb:vortex-file-compressed	84148367	82135398	1.02
clickbench_q11/duckdb:vortex-file-compressed	92433505	95681986	0.97
clickbench_q12/duckdb:vortex-file-compressed 🚀	227196899	253045054	0.90
clickbench_q13/duckdb:vortex-file-compressed 🚀	457975962	509890210	0.90
clickbench_q14/duckdb:vortex-file-compressed	253234079	275213579	0.92
clickbench_q15/duckdb:vortex-file-compressed	245237746	245454233	1.00
clickbench_q16/duckdb:vortex-file-compressed	797358812	801392050	0.99
clickbench_q17/duckdb:vortex-file-compressed	662897668	642406791	1.03
clickbench_q18/duckdb:vortex-file-compressed 🚀	1188857003	1340583436	0.89
clickbench_q19/duckdb:vortex-file-compressed 🚨	95226803	27312369	3.49
clickbench_q20/duckdb:vortex-file-compressed 🚀	419472851	473980533	0.89
clickbench_q21/duckdb:vortex-file-compressed	472828903	497295090	0.95
clickbench_q22/duckdb:vortex-file-compressed 🚨	1001611107	671461548	1.49
clickbench_q23/duckdb:vortex-file-compressed 🚨	1434808365	854130667	1.68
clickbench_q24/duckdb:vortex-file-compressed	59823200	55314233	1.08
clickbench_q25/duckdb:vortex-file-compressed 🚨	114689178	91124715	1.26
clickbench_q26/duckdb:vortex-file-compressed	50048114	53028604	0.94
clickbench_q27/duckdb:vortex-file-compressed	568131880	557171555	1.02
clickbench_q28/duckdb:vortex-file-compressed 🚀	3025537618	3420986284	0.88
clickbench_q29/duckdb:vortex-file-compressed 🚨	98946785	32194854	3.07
clickbench_q30/duckdb:vortex-file-compressed 🚀	192272479	242199736	0.79
clickbench_q31/duckdb:vortex-file-compressed 🚀	273550252	360203719	0.76
clickbench_q32/duckdb:vortex-file-compressed 🚀	1354992216	1673959356	0.81
clickbench_q33/duckdb:vortex-file-compressed	1885173422	1849488057	1.02
clickbench_q34/duckdb:vortex-file-compressed	2055880490	1919739279	1.07
clickbench_q35/duckdb:vortex-file-compressed	460141277	426873750	1.08
clickbench_q36/duckdb:vortex-file-compressed 🚨	58228083	40206046	1.45
clickbench_q37/duckdb:vortex-file-compressed 🚨	32932386	26292880	1.25
clickbench_q38/duckdb:vortex-file-compressed 🚨	41694275	31088731	1.34
clickbench_q39/duckdb:vortex-file-compressed 🚨	80929507	56077075	1.44
clickbench_q40/duckdb:vortex-file-compressed	26556592	28847031	0.92
clickbench_q41/duckdb:vortex-file-compressed	24658933	26441292	0.93
clickbench_q42/duckdb:vortex-file-compressed	26653586	28559309	0.93

duckdb / parquet (0.968x ➖, 3↑ 5↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet 🚨	338233674	275235475	1.23
clickbench_q01/duckdb:parquet 🚨	62673191	53890249	1.16
clickbench_q02/duckdb:parquet 🚨	84789705	72440642	1.17
clickbench_q03/duckdb:parquet 🚨	80475226	70668078	1.14
clickbench_q04/duckdb:parquet 🚨	262662401	229745710	1.14
clickbench_q05/duckdb:parquet	300860413	312207211	0.96
clickbench_q06/duckdb:parquet	66422647	65913705	1.01
clickbench_q07/duckdb:parquet	57026865	56507898	1.01
clickbench_q08/duckdb:parquet	281375485	297952076	0.94
clickbench_q09/duckdb:parquet	417177577	442590592	0.94
clickbench_q10/duckdb:parquet	104723980	110485354	0.95
clickbench_q11/duckdb:parquet	114829953	120156336	0.96
clickbench_q12/duckdb:parquet	323201945	329689445	0.98
clickbench_q13/duckdb:parquet 🚀	526270461	587351863	0.90
clickbench_q14/duckdb:parquet	334589851	368453863	0.91
clickbench_q15/duckdb:parquet	256180171	272757441	0.94
clickbench_q16/duckdb:parquet	639083411	690988787	0.92
clickbench_q17/duckdb:parquet	532681451	571621393	0.93
clickbench_q18/duckdb:parquet	1098810147	1181267558	0.93
clickbench_q19/duckdb:parquet	51612857	54079116	0.95
clickbench_q20/duckdb:parquet	442491952	478569995	0.92
clickbench_q21/duckdb:parquet	568038874	615112039	0.92
clickbench_q22/duckdb:parquet	937525830	1008744610	0.93
clickbench_q23/duckdb:parquet	320026357	339572762	0.94
clickbench_q24/duckdb:parquet	79567634	80609722	0.99
clickbench_q25/duckdb:parquet	142435324	146243839	0.97
clickbench_q26/duckdb:parquet	52303161	56492082	0.93
clickbench_q27/duckdb:parquet	659487711	647084577	1.02
clickbench_q28/duckdb:parquet	4872819325	4960641839	0.98
clickbench_q29/duckdb:parquet	62591390	64885085	0.96
clickbench_q30/duckdb:parquet	313482822	336965170	0.93
clickbench_q31/duckdb:parquet	358221021	393564177	0.91
clickbench_q32/duckdb:parquet 🚀	1176093945	1337687024	0.88
clickbench_q33/duckdb:parquet	1273592035	1394914126	0.91
clickbench_q34/duckdb:parquet 🚀	1320655415	1517606769	0.87
clickbench_q35/duckdb:parquet	361650282	390943576	0.93
clickbench_q36/duckdb:parquet	65459061	68128146	0.96
clickbench_q37/duckdb:parquet	55522040	57493618	0.97
clickbench_q38/duckdb:parquet	59770857	61518586	0.97
clickbench_q39/duckdb:parquet	100385115	109857668	0.91
clickbench_q40/duckdb:parquet	57572131	59987195	0.96
clickbench_q41/duckdb:parquet	61631196	64360847	0.96
clickbench_q42/duckdb:parquet	52274420	56123092	0.93

duckdb / duckdb (0.982x ➖, 8↑ 5↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb	17972230	18775946	0.96
clickbench_q01/duckdb:duckdb	32248493	35343435	0.91
clickbench_q02/duckdb:duckdb	44270668	47134703	0.94
clickbench_q03/duckdb:duckdb	47818795	49174173	0.97
clickbench_q04/duckdb:duckdb 🚀	216646917	244564968	0.89
clickbench_q05/duckdb:duckdb 🚀	328021334	365378993	0.90
clickbench_q06/duckdb:duckdb	34897675	37373059	0.93
clickbench_q07/duckdb:duckdb	35071464	37493246	0.94
clickbench_q08/duckdb:duckdb 🚀	315021815	353341596	0.89
clickbench_q09/duckdb:duckdb	487718285	534453402	0.91
clickbench_q10/duckdb:duckdb	97846063	105723181	0.93
clickbench_q11/duckdb:duckdb	108476998	116128083	0.93
clickbench_q12/duckdb:duckdb 🚀	305530686	347815278	0.88
clickbench_q13/duckdb:duckdb 🚀	553522734	653195322	0.85
clickbench_q14/duckdb:duckdb 🚀	346866646	398956334	0.87
clickbench_q15/duckdb:duckdb	269719810	294867868	0.91
clickbench_q16/duckdb:duckdb 🚀	674791737	756793296	0.89
clickbench_q17/duckdb:duckdb 🚀	586318009	658269184	0.89
clickbench_q18/duckdb:duckdb	1503234332	1437256784	1.05
clickbench_q19/duckdb:duckdb	39192833	36391002	1.08
clickbench_q20/duckdb:duckdb 🚨	1123652321	962678563	1.17
clickbench_q21/duckdb:duckdb 🚨	1181142336	1031407385	1.15
clickbench_q22/duckdb:duckdb	1182845112	1185527134	1.00
clickbench_q23/duckdb:duckdb	289874808	279726313	1.04
clickbench_q24/duckdb:duckdb	64903951	64296738	1.01
clickbench_q25/duckdb:duckdb	133689156	132162015	1.01
clickbench_q26/duckdb:duckdb	60093300	58342263	1.03
clickbench_q27/duckdb:duckdb	1183726338	1132956905	1.04
clickbench_q28/duckdb:duckdb	5084959012	5050467512	1.01
clickbench_q29/duckdb:duckdb	52957859	50378491	1.05
clickbench_q30/duckdb:duckdb	341867041	313129207	1.09
clickbench_q31/duckdb:duckdb	508672099	484212633	1.05
clickbench_q32/duckdb:duckdb 🚨	1928557889	1595998062	1.21
clickbench_q33/duckdb:duckdb 🚨	2523786121	2065834392	1.22
clickbench_q34/duckdb:duckdb 🚨	2427260301	2033558505	1.19
clickbench_q35/duckdb:duckdb	266854507	291797253	0.91
clickbench_q36/duckdb:duckdb	42421394	44280035	0.96
clickbench_q37/duckdb:duckdb	31694923	32556145	0.97
clickbench_q38/duckdb:duckdb	31802665	32692353	0.97
clickbench_q39/duckdb:duckdb	62537923	66337377	0.94
clickbench_q40/duckdb:duckdb	31580470	33276548	0.95
clickbench_q41/duckdb:duckdb	30460638	32162144	0.95
clickbench_q42/duckdb:duckdb	31313805	32888292	0.95

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	-16.9%	+6.3%	-21.8%	+630.4%	➖ noise
0	duckdb:duckdb	-4.3%	+6.3%	-10.0%	+300.3%	➖ noise
0	duckdb:vortex-file-compressed	+11.5%	+6.3%	+4.9%	+347.6%	➖ noise
1	datafusion:vortex-file-compressed	+20.1%	+5.3%	+14.1%	+40.1%	➖ noise
1	duckdb:duckdb	-8.8%	+5.3%	-13.3%	+45.2%	➖ noise
1	duckdb:vortex-file-compressed	+242.7%	+5.3%	+225.5%	+21.3%	🚨 regression
2	datafusion:vortex-file-compressed	+6.8%	+4.7%	+2.0%	+38.0%	➖ noise
2	duckdb:duckdb	-6.1%	+4.7%	-10.3%	+20.8%	➖ noise
2	duckdb:vortex-file-compressed	+263.3%	+4.7%	+246.9%	+20.9%	🚨 regression
3	datafusion:vortex-file-compressed	-2.0%	+1.4%	-3.3%	+181.4%	➖ noise
3	duckdb:duckdb	-2.8%	+1.4%	-4.1%	+43.9%	➖ noise
3	duckdb:vortex-file-compressed	+84.3%	+1.4%	+81.8%	+28.1%	🚨 regression
4	datafusion:vortex-file-compressed	-0.3%	+1.1%	-1.4%	+17.8%	➖ noise
4	duckdb:duckdb	-11.4%	+1.1%	-12.4%	+17.8%	➖ noise
4	duckdb:vortex-file-compressed	+6.3%	+1.1%	+5.1%	+17.8%	➖ noise
5	datafusion:vortex-file-compressed	-0.9%	-5.5%	+4.9%	+17.8%	➖ noise
5	duckdb:duckdb	-10.2%	-5.5%	-5.0%	+17.8%	➖ noise
5	duckdb:vortex-file-compressed	+0.6%	-5.5%	+6.5%	+17.8%	➖ noise
6	datafusion:vortex-file-compressed	-8.7%	+0.1%	-8.9%	+43.6%	➖ noise
6	duckdb:duckdb	-6.6%	+0.1%	-6.7%	+28.5%	➖ noise
6	duckdb:vortex-file-compressed	+397.8%	+0.1%	+397.1%	+26.2%	🚨 regression
7	datafusion:vortex-file-compressed	+40.1%	-6.0%	+49.0%	+25.5%	🚨 regression
7	duckdb:duckdb	-6.5%	-6.0%	-0.5%	+17.8%	➖ noise
7	duckdb:vortex-file-compressed	+271.6%	-6.0%	+295.1%	+17.8%	🚨 regression
8	datafusion:vortex-file-compressed	+0.9%	-8.5%	+10.3%	+17.8%	➖ noise
8	duckdb:duckdb	-10.8%	-8.5%	-2.5%	+17.8%	➖ noise
8	duckdb:vortex-file-compressed	+1.7%	-8.5%	+11.2%	+17.8%	➖ noise
9	datafusion:vortex-file-compressed	-5.2%	-8.8%	+4.0%	+17.8%	➖ noise
9	duckdb:duckdb	-8.7%	-8.8%	+0.1%	+17.8%	➖ noise
9	duckdb:vortex-file-compressed	-2.7%	-8.8%	+6.7%	+17.8%	➖ noise
10	datafusion:vortex-file-compressed	+6.3%	-8.5%	+16.2%	+17.8%	➖ noise
10	duckdb:duckdb	-7.5%	-8.5%	+1.2%	+17.8%	➖ noise
10	duckdb:vortex-file-compressed	+2.5%	-8.5%	+12.0%	+22.6%	➖ noise
11	datafusion:vortex-file-compressed	+12.2%	-7.1%	+20.8%	+17.8%	🚨 regression
11	duckdb:duckdb	-6.6%	-7.1%	+0.5%	+17.8%	➖ noise
11	duckdb:vortex-file-compressed	-3.4%	-7.1%	+4.0%	+17.8%	➖ noise
12	datafusion:vortex-file-compressed	-17.6%	-6.7%	-11.7%	+17.8%	➖ noise
12	duckdb:duckdb	-12.2%	-6.7%	-5.9%	+17.8%	➖ noise
12	duckdb:vortex-file-compressed	-10.2%	-6.7%	-3.8%	+17.8%	➖ noise
13	datafusion:vortex-file-compressed	-16.1%	-10.5%	-6.3%	+17.8%	➖ noise
13	duckdb:duckdb	-15.3%	-10.5%	-5.3%	+17.8%	➖ noise
13	duckdb:vortex-file-compressed	-10.2%	-10.5%	+0.3%	+17.8%	➖ noise
14	datafusion:vortex-file-compressed	-16.0%	-8.7%	-8.0%	+17.8%	➖ noise
14	duckdb:duckdb	-13.1%	-8.7%	-4.8%	+17.8%	➖ noise
14	duckdb:vortex-file-compressed	-8.0%	-8.7%	+0.7%	+17.8%	➖ noise
15	datafusion:vortex-file-compressed	-17.6%	-9.4%	-9.0%	+17.8%	➖ noise
15	duckdb:duckdb	-8.5%	-9.4%	+1.0%	+17.8%	➖ noise
15	duckdb:vortex-file-compressed	-0.1%	-9.4%	+10.3%	+17.8%	➖ noise
16	datafusion:vortex-file-compressed	-18.0%	-8.6%	-10.3%	+17.8%	➖ noise
16	duckdb:duckdb	-10.8%	-8.6%	-2.5%	+17.8%	➖ noise
16	duckdb:vortex-file-compressed	-0.5%	-8.6%	+8.8%	+17.8%	➖ noise
17	datafusion:vortex-file-compressed	-18.1%	-8.9%	-10.1%	+17.8%	➖ noise
17	duckdb:duckdb	-10.9%	-8.9%	-2.2%	+17.8%	➖ noise
17	duckdb:vortex-file-compressed	+3.2%	-8.9%	+13.3%	+17.8%	➖ noise
18	datafusion:vortex-file-compressed	-17.0%	-9.2%	-8.6%	+17.8%	➖ noise
18	duckdb:duckdb	+4.6%	-9.2%	+15.2%	+18.3%	➖ noise
18	duckdb:vortex-file-compressed	-11.3%	-9.2%	-2.3%	+17.8%	➖ noise
19	datafusion:vortex-file-compressed	+19.4%	-6.8%	+28.1%	+17.8%	🚨 regression
19	duckdb:duckdb	+7.7%	-6.8%	+15.5%	+17.8%	➖ noise
19	duckdb:vortex-file-compressed	+248.7%	-6.8%	+273.9%	+21.5%	🚨 regression
20	datafusion:vortex-file-compressed	-11.3%	-8.6%	-3.0%	+172.5%	➖ noise
20	duckdb:duckdb	+16.7%	-8.6%	+27.7%	+17.8%	🚨 regression
20	duckdb:vortex-file-compressed	-11.5%	-8.6%	-3.2%	+17.8%	➖ noise
21	datafusion:vortex-file-compressed	+2.5%	-7.9%	+11.3%	+17.8%	➖ noise
21	duckdb:duckdb	+14.5%	-7.9%	+24.3%	+17.8%	🚨 regression
21	duckdb:vortex-file-compressed	-4.9%	-7.9%	+3.2%	+17.8%	➖ noise
22	datafusion:vortex-file-compressed	+37.7%	-8.5%	+50.6%	+17.8%	🚨 regression
22	duckdb:duckdb	-0.2%	-8.5%	+9.1%	+17.8%	➖ noise
22	duckdb:vortex-file-compressed	+49.2%	-8.5%	+63.1%	+17.8%	🚨 regression
23	datafusion:vortex-file-compressed	+597.9%	-3.0%	+619.9%	+33.8%	🚨 regression
23	duckdb:duckdb	+3.6%	-3.0%	+6.9%	+17.8%	➖ noise
23	duckdb:vortex-file-compressed	+68.0%	-3.0%	+73.3%	+39.2%	🚨 regression
24	datafusion:vortex-file-compressed	+0.2%	-0.1%	+0.3%	+39.0%	➖ noise
24	duckdb:duckdb	+0.9%	-0.1%	+1.1%	+17.8%	➖ noise
24	duckdb:vortex-file-compressed	+8.2%	-0.1%	+8.3%	+31.0%	➖ noise
25	datafusion:vortex-file-compressed	-6.1%	-0.6%	-5.6%	+17.8%	➖ noise
25	duckdb:duckdb	+1.2%	-0.6%	+1.7%	+17.8%	➖ noise
25	duckdb:vortex-file-compressed	+25.9%	-0.6%	+26.6%	+17.8%	🚨 regression
26	datafusion:vortex-file-compressed	+1.5%	-2.1%	+3.7%	+17.8%	➖ noise
26	duckdb:duckdb	+3.0%	-2.1%	+5.2%	+17.8%	➖ noise
26	duckdb:vortex-file-compressed	-5.6%	-2.1%	-3.6%	+19.5%	➖ noise
27	datafusion:vortex-file-compressed	+16.8%	+0.8%	+15.9%	+17.8%	➖ noise
27	duckdb:duckdb	+4.5%	+0.8%	+3.6%	+17.8%	➖ noise
27	duckdb:vortex-file-compressed	+2.0%	+0.8%	+1.1%	+17.8%	➖ noise
28	datafusion:vortex-file-compressed	-0.0%	+2.6%	-2.5%	+17.8%	➖ noise
28	duckdb:duckdb	+0.7%	+2.6%	-1.8%	+17.8%	➖ noise
28	duckdb:vortex-file-compressed	-11.6%	+2.6%	-13.8%	+17.8%	➖ noise
29	datafusion:vortex-file-compressed	+5.1%	-2.8%	+8.2%	+17.8%	➖ noise
29	duckdb:duckdb	+5.1%	-2.8%	+8.2%	+17.8%	➖ noise
29	duckdb:vortex-file-compressed	+207.3%	-2.8%	+216.3%	+17.8%	🚨 regression
30	datafusion:vortex-file-compressed	+38.7%	+13.5%	+22.2%	+17.8%	🚨 regression
30	duckdb:duckdb	+9.2%	+13.5%	-3.8%	+17.8%	➖ noise
30	duckdb:vortex-file-compressed	-20.6%	+13.5%	-30.1%	+17.8%	✅ faster
31	datafusion:vortex-file-compressed	+37.3%	+8.7%	+26.3%	+19.6%	🚨 regression
31	duckdb:duckdb	+5.1%	+8.7%	-3.4%	+17.8%	➖ noise
31	duckdb:vortex-file-compressed	-24.1%	+8.7%	-30.1%	+17.8%	✅ faster
32	datafusion:vortex-file-compressed	+39.1%	+9.3%	+27.3%	+17.8%	🚨 regression
32	duckdb:duckdb	+20.8%	+9.3%	+10.6%	+17.8%	➖ noise
32	duckdb:vortex-file-compressed	-19.1%	+9.3%	-25.9%	+17.8%	✅ faster
33	datafusion:vortex-file-compressed	+59.6%	+10.9%	+43.9%	+17.8%	🚨 regression
33	duckdb:duckdb	+22.2%	+10.9%	+10.2%	+17.8%	➖ noise
33	duckdb:vortex-file-compressed	+1.9%	+10.9%	-8.1%	+17.8%	➖ noise
34	datafusion:vortex-file-compressed	+67.6%	-1.3%	+69.8%	+17.8%	🚨 regression
34	duckdb:duckdb	+19.4%	-1.3%	+21.0%	+17.8%	🚨 regression
34	duckdb:vortex-file-compressed	+7.1%	-1.3%	+8.5%	+17.8%	➖ noise
35	datafusion:vortex-file-compressed	+57.1%	-2.2%	+60.6%	+24.1%	🚨 regression
35	duckdb:duckdb	-8.5%	-2.2%	-6.5%	+17.8%	➖ noise
35	duckdb:vortex-file-compressed	+7.8%	-2.2%	+10.2%	+17.8%	➖ noise
36	datafusion:vortex-file-compressed	+81.7%	+10.1%	+65.0%	+17.8%	🚨 regression
36	duckdb:duckdb	-4.2%	+10.1%	-13.0%	+17.8%	➖ noise
36	duckdb:vortex-file-compressed	+44.8%	+10.1%	+31.6%	+25.1%	🚨 regression
37	datafusion:vortex-file-compressed	+34.6%	-1.3%	+36.4%	+17.8%	🚨 regression
37	duckdb:duckdb	-2.6%	-1.3%	-1.3%	+17.8%	➖ noise
37	duckdb:vortex-file-compressed	+25.3%	-1.3%	+27.0%	+18.3%	🚨 regression
38	datafusion:vortex-file-compressed	+44.8%	-2.5%	+48.6%	+17.8%	🚨 regression
38	duckdb:duckdb	-2.7%	-2.5%	-0.2%	+17.8%	➖ noise
38	duckdb:vortex-file-compressed	+34.1%	-2.5%	+37.6%	+17.8%	🚨 regression
39	datafusion:vortex-file-compressed	+65.6%	-3.5%	+71.5%	+17.8%	🚨 regression
39	duckdb:duckdb	-5.7%	-3.5%	-2.4%	+17.8%	➖ noise
39	duckdb:vortex-file-compressed	+44.3%	-3.5%	+49.5%	+21.9%	🚨 regression
40	datafusion:vortex-file-compressed	+63.4%	-3.3%	+68.9%	+18.2%	🚨 regression
40	duckdb:duckdb	-5.1%	-3.3%	-1.9%	+17.8%	➖ noise
40	duckdb:vortex-file-compressed	-7.9%	-3.3%	-4.8%	+17.8%	➖ noise
41	datafusion:vortex-file-compressed	+35.0%	-2.2%	+38.0%	+17.8%	🚨 regression
41	duckdb:duckdb	-5.3%	-2.2%	-3.2%	+17.8%	➖ noise
41	duckdb:vortex-file-compressed	-6.7%	-2.2%	-4.6%	+17.8%	➖ noise
42	datafusion:vortex-file-compressed	+36.5%	-1.1%	+38.1%	+17.8%	🚨 regression
42	duckdb:duckdb	-4.8%	-1.1%	-3.7%	+17.8%	➖ noise
42	duckdb:vortex-file-compressed	-6.7%	-1.1%	-5.6%	+17.8%	➖ noise

github-actions · 2026-03-19T17:16:50Z

Benchmarks: TPC-H SF=1 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -5.9%
Vortex (geomean): 0.937x ➖
Parquet (geomean): 0.996x ➖
Shifts: Parquet (control) -0.4% · Median polish -5.4%

datafusion / vortex-file-compressed (0.924x ➖, 3↑ 0↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	280120600	222511823	1.26
tpch_q02/datafusion:vortex-file-compressed	581124081	516455761	1.13
tpch_q03/datafusion:vortex-file-compressed	436526856	413412577	1.06
tpch_q04/datafusion:vortex-file-compressed	238586919	251992411	0.95
tpch_q05/datafusion:vortex-file-compressed	461434116	517795257	0.89
tpch_q06/datafusion:vortex-file-compressed 🚀	268358059	415242767	0.65
tpch_q07/datafusion:vortex-file-compressed 🚀	383707394	699189451	0.55
tpch_q08/datafusion:vortex-file-compressed	646959868	686653915	0.94
tpch_q09/datafusion:vortex-file-compressed	512657035	604972911	0.85
tpch_q10/datafusion:vortex-file-compressed	543872336	572218444	0.95
tpch_q11/datafusion:vortex-file-compressed	351926657	417682381	0.84
tpch_q12/datafusion:vortex-file-compressed	394210737	523631477	0.75
tpch_q13/datafusion:vortex-file-compressed 🚀	149968655	216806757	0.69
tpch_q14/datafusion:vortex-file-compressed	238518762	242101520	0.99
tpch_q15/datafusion:vortex-file-compressed	367090839	401549524	0.91
tpch_q16/datafusion:vortex-file-compressed	195921823	190543290	1.03
tpch_q17/datafusion:vortex-file-compressed	351942201	360288593	0.98
tpch_q18/datafusion:vortex-file-compressed	352740128	336451730	1.05
tpch_q19/datafusion:vortex-file-compressed	378759498	355756575	1.06
tpch_q20/datafusion:vortex-file-compressed	499545236	392453184	1.27
tpch_q21/datafusion:vortex-file-compressed	435715273	474639314	0.92
tpch_q22/datafusion:vortex-file-compressed	151925775	151486712	1.00

datafusion / vortex-compact (0.983x ➖, 1↑ 3↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	313153686	243274209	1.29
tpch_q02/datafusion:vortex-compact 🚨	587224600	434330718	1.35
tpch_q03/datafusion:vortex-compact	349058047	387250081	0.90
tpch_q04/datafusion:vortex-compact	254605128	299986809	0.85
tpch_q05/datafusion:vortex-compact	429158389	500236734	0.86
tpch_q06/datafusion:vortex-compact	401631239	417196343	0.96
tpch_q07/datafusion:vortex-compact	601160343	615913136	0.98
tpch_q08/datafusion:vortex-compact	558782399	661027793	0.85
tpch_q09/datafusion:vortex-compact	494358371	538589221	0.92
tpch_q10/datafusion:vortex-compact	560098780	472106804	1.19
tpch_q11/datafusion:vortex-compact 🚨	426734364	326097791	1.31
tpch_q12/datafusion:vortex-compact 🚨	618057194	448659223	1.38
tpch_q13/datafusion:vortex-compact	159719142	209050155	0.76
tpch_q14/datafusion:vortex-compact	282582176	286134134	0.99
tpch_q15/datafusion:vortex-compact	496040892	442314050	1.12
tpch_q16/datafusion:vortex-compact	192450274	184143447	1.05
tpch_q17/datafusion:vortex-compact	381971627	377061740	1.01
tpch_q18/datafusion:vortex-compact	297427856	338489709	0.88
tpch_q19/datafusion:vortex-compact	514330466	579385258	0.89
tpch_q20/datafusion:vortex-compact	536156941	537426404	1.00
tpch_q21/datafusion:vortex-compact 🚀	500489108	762668417	0.66
tpch_q22/datafusion:vortex-compact	118037688	138792558	0.85

datafusion / parquet (1.011x ➖, 0↑ 1↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	262991383	259585503	1.01
tpch_q02/datafusion:parquet	516755231	431539084	1.20
tpch_q03/datafusion:parquet	378443798	348170079	1.09
tpch_q04/datafusion:parquet	176706764	176688495	1.00
tpch_q05/datafusion:parquet	651134126	523562284	1.24
tpch_q06/datafusion:parquet	149902814	186983756	0.80
tpch_q07/datafusion:parquet	655212117	553479180	1.18
tpch_q08/datafusion:parquet	756891469	635686346	1.19
tpch_q09/datafusion:parquet 🚨	763278283	585020907	1.30
tpch_q10/datafusion:parquet	585848518	590668514	0.99
tpch_q11/datafusion:parquet	370575934	362831942	1.02
tpch_q12/datafusion:parquet	261569291	354265476	0.74
tpch_q13/datafusion:parquet	430917060	432522756	1.00
tpch_q14/datafusion:parquet	205578345	222321355	0.92
tpch_q15/datafusion:parquet	317483930	361474760	0.88
tpch_q16/datafusion:parquet	176899789	190667732	0.93
tpch_q17/datafusion:parquet	426920235	502302608	0.85
tpch_q18/datafusion:parquet	709440935	550051310	1.29
tpch_q19/datafusion:parquet	499958754	402284071	1.24
tpch_q20/datafusion:parquet	360202156	417357230	0.86
tpch_q21/datafusion:parquet	545376143	670714476	0.81
tpch_q22/datafusion:parquet	126352365	130083315	0.97

duckdb / vortex-file-compressed (0.916x ➖, 1↑ 0↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed 🚀	261649313	394815298	0.66
tpch_q02/duckdb:vortex-file-compressed	977367759	1004534848	0.97
tpch_q03/duckdb:vortex-file-compressed	564402983	670781601	0.84
tpch_q04/duckdb:vortex-file-compressed	434554390	408968550	1.06
tpch_q05/duckdb:vortex-file-compressed	869840294	1038465717	0.84
tpch_q06/duckdb:vortex-file-compressed	388194122	491023246	0.79
tpch_q07/duckdb:vortex-file-compressed	764190510	782270935	0.98
tpch_q08/duckdb:vortex-file-compressed	923786142	982324018	0.94
tpch_q09/duckdb:vortex-file-compressed	844043555	1064497614	0.79
tpch_q10/duckdb:vortex-file-compressed	700817984	813693016	0.86
tpch_q11/duckdb:vortex-file-compressed	421043983	532331595	0.79
tpch_q12/duckdb:vortex-file-compressed	651916302	554405562	1.18
tpch_q13/duckdb:vortex-file-compressed	495109597	443249550	1.12
tpch_q14/duckdb:vortex-file-compressed	443200464	457563030	0.97
tpch_q15/duckdb:vortex-file-compressed	315834758	336345632	0.94
tpch_q16/duckdb:vortex-file-compressed	358901552	373257703	0.96
tpch_q17/duckdb:vortex-file-compressed	677883037	666741389	1.02
tpch_q18/duckdb:vortex-file-compressed	472552006	577282140	0.82
tpch_q19/duckdb:vortex-file-compressed	401850328	471940794	0.85
tpch_q20/duckdb:vortex-file-compressed	764921762	756497055	1.01
tpch_q21/duckdb:vortex-file-compressed	1197482163	1161224615	1.03
tpch_q22/duckdb:vortex-file-compressed	327239017	365581903	0.90

duckdb / vortex-compact (0.925x ➖, 0↑ 1↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	237761760	274966459	0.86
tpch_q02/duckdb:vortex-compact	866423886	943409341	0.92
tpch_q03/duckdb:vortex-compact	582048017	558035370	1.04
tpch_q04/duckdb:vortex-compact 🚨	498365460	365540674	1.36
tpch_q05/duckdb:vortex-compact	837161818	839865409	1.00
tpch_q06/duckdb:vortex-compact	436440500	379078506	1.15
tpch_q07/duckdb:vortex-compact	792736348	874135867	0.91
tpch_q08/duckdb:vortex-compact	809628192	931418101	0.87
tpch_q09/duckdb:vortex-compact	886855191	924540946	0.96
tpch_q10/duckdb:vortex-compact	643236348	749355908	0.86
tpch_q11/duckdb:vortex-compact	512242801	554401471	0.92
tpch_q12/duckdb:vortex-compact	434187136	467608862	0.93
tpch_q13/duckdb:vortex-compact	445780052	438109300	1.02
tpch_q14/duckdb:vortex-compact	477368549	488214864	0.98
tpch_q15/duckdb:vortex-compact	276693548	354881530	0.78
tpch_q16/duckdb:vortex-compact	343056396	439963745	0.78
tpch_q17/duckdb:vortex-compact	627726507	713412019	0.88
tpch_q18/duckdb:vortex-compact	460955833	541350155	0.85
tpch_q19/duckdb:vortex-compact	492159810	555785438	0.89
tpch_q20/duckdb:vortex-compact	758526338	899534419	0.84
tpch_q21/duckdb:vortex-compact	994790208	1038321571	0.96
tpch_q22/duckdb:vortex-compact	307865418	396809600	0.78

duckdb / parquet (0.981x ➖, 0↑ 0↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	483400708	587489780	0.82
tpch_q02/duckdb:parquet	1189560989	1355501528	0.88
tpch_q03/duckdb:parquet	1145225532	1177810387	0.97
tpch_q04/duckdb:parquet	605545982	600656151	1.01
tpch_q05/duckdb:parquet	1594894392	1472811258	1.08
tpch_q06/duckdb:parquet	401640321	373359783	1.08
tpch_q07/duckdb:parquet	1210456695	1175927956	1.03
tpch_q08/duckdb:parquet	1577655621	1583220416	1.00
tpch_q09/duckdb:parquet	1316600504	1348953075	0.98
tpch_q10/duckdb:parquet	1535849981	1296777463	1.18
tpch_q11/duckdb:parquet	932988025	829981625	1.12
tpch_q12/duckdb:parquet	573236858	627475036	0.91
tpch_q13/duckdb:parquet	895218571	926865716	0.97
tpch_q14/duckdb:parquet	825251379	725703918	1.14
tpch_q15/duckdb:parquet	536822230	562239580	0.95
tpch_q16/duckdb:parquet	481642307	560906491	0.86
tpch_q17/duckdb:parquet	756569973	844392302	0.90
tpch_q18/duckdb:parquet	877924821	928905558	0.95
tpch_q19/duckdb:parquet	902807738	813279813	1.11
tpch_q20/duckdb:parquet	1118297200	1173714324	0.95
tpch_q21/duckdb:parquet	1146948821	1315575961	0.87
tpch_q22/duckdb:parquet	483739655	519500327	0.93

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+28.7%	-8.7%	+41.0%	+172.6%	➖ noise
1	datafusion:vortex-file-compressed	+25.9%	-8.7%	+37.9%	+132.6%	➖ noise
1	duckdb:vortex-compact	-13.5%	-8.7%	-5.3%	+54.5%	➖ noise
1	duckdb:vortex-file-compressed	-33.7%	-8.7%	-27.4%	+50.5%	➖ noise
2	datafusion:vortex-compact	+35.2%	+2.5%	+31.9%	+41.1%	➖ noise
2	datafusion:vortex-file-compressed	+12.5%	+2.5%	+9.8%	+35.6%	➖ noise
2	duckdb:vortex-compact	-8.2%	+2.5%	-10.4%	+31.4%	➖ noise
2	duckdb:vortex-file-compressed	-2.7%	+2.5%	-5.1%	+31.4%	➖ noise
3	datafusion:vortex-compact	-9.9%	+2.8%	-12.3%	+109.2%	➖ noise
3	datafusion:vortex-file-compressed	+5.6%	+2.8%	+2.7%	+79.5%	➖ noise
3	duckdb:vortex-compact	+4.3%	+2.8%	+1.5%	+40.3%	➖ noise
3	duckdb:vortex-file-compressed	-15.9%	+2.8%	-18.2%	+47.7%	➖ noise
4	datafusion:vortex-compact	-15.1%	+0.4%	-15.5%	+36.8%	➖ noise
4	datafusion:vortex-file-compressed	-5.3%	+0.4%	-5.7%	+32.4%	➖ noise
4	duckdb:vortex-compact	+36.3%	+0.4%	+35.8%	+41.4%	➖ noise
4	duckdb:vortex-file-compressed	+6.3%	+0.4%	+5.8%	+35.3%	➖ noise
5	datafusion:vortex-compact	-14.2%	+16.0%	-26.1%	+36.8%	➖ noise
5	datafusion:vortex-file-compressed	-10.9%	+16.0%	-23.2%	+31.7%	➖ noise
5	duckdb:vortex-compact	-0.3%	+16.0%	-14.1%	+31.4%	➖ noise
5	duckdb:vortex-file-compressed	-16.2%	+16.0%	-27.8%	+31.4%	✅ faster
6	datafusion:vortex-compact	-3.7%	-7.1%	+3.7%	+79.6%	➖ noise
6	datafusion:vortex-file-compressed	-35.4%	-7.1%	-30.4%	+38.0%	✅ faster
6	duckdb:vortex-compact	+15.1%	-7.1%	+24.0%	+36.4%	➖ noise
6	duckdb:vortex-file-compressed	-20.9%	-7.1%	-14.9%	+111.0%	➖ noise
7	datafusion:vortex-compact	-2.4%	+10.4%	-11.6%	+31.5%	➖ noise
7	datafusion:vortex-file-compressed	-45.1%	+10.4%	-50.3%	+31.4%	✅ faster
7	duckdb:vortex-compact	-9.3%	+10.4%	-17.8%	+31.4%	➖ noise
7	duckdb:vortex-file-compressed	-2.3%	+10.4%	-11.5%	+31.4%	➖ noise
8	datafusion:vortex-compact	-15.5%	+8.9%	-22.4%	+46.0%	➖ noise
8	datafusion:vortex-file-compressed	-5.8%	+8.9%	-13.5%	+31.4%	➖ noise
8	duckdb:vortex-compact	-13.1%	+8.9%	-20.2%	+31.4%	➖ noise
8	duckdb:vortex-file-compressed	-6.0%	+8.9%	-13.7%	+31.4%	➖ noise
9	datafusion:vortex-compact	-8.2%	+12.8%	-18.7%	+36.9%	➖ noise
9	datafusion:vortex-file-compressed	-15.3%	+12.8%	-24.9%	+34.0%	➖ noise
9	duckdb:vortex-compact	-4.1%	+12.8%	-15.0%	+31.4%	➖ noise
9	duckdb:vortex-file-compressed	-20.7%	+12.8%	-29.7%	+31.4%	✅ faster
10	datafusion:vortex-compact	+18.6%	+8.4%	+9.5%	+31.4%	➖ noise
10	datafusion:vortex-file-compressed	-5.0%	+8.4%	-12.3%	+31.4%	➖ noise
10	duckdb:vortex-compact	-14.2%	+8.4%	-20.8%	+31.4%	➖ noise
10	duckdb:vortex-file-compressed	-13.9%	+8.4%	-20.5%	+31.4%	➖ noise
11	datafusion:vortex-compact	+30.9%	+7.1%	+22.1%	+31.4%	➖ noise
11	datafusion:vortex-file-compressed	-15.7%	+7.1%	-21.4%	+31.4%	➖ noise
11	duckdb:vortex-compact	-7.6%	+7.1%	-13.8%	+31.4%	➖ noise
11	duckdb:vortex-file-compressed	-20.9%	+7.1%	-26.2%	+31.4%	✅ faster
12	datafusion:vortex-compact	+37.8%	-17.9%	+67.7%	+39.8%	🚨 regression
12	datafusion:vortex-file-compressed	-24.7%	-17.9%	-8.3%	+37.3%	➖ noise
12	duckdb:vortex-compact	-7.1%	-17.9%	+13.1%	+43.6%	➖ noise
12	duckdb:vortex-file-compressed	+17.6%	-17.9%	+43.2%	+32.4%	🚨 regression
13	datafusion:vortex-compact	-23.6%	-1.9%	-22.1%	+117.1%	➖ noise
13	datafusion:vortex-file-compressed	-30.8%	-1.9%	-29.5%	+66.7%	➖ noise
13	duckdb:vortex-compact	+1.8%	-1.9%	+3.7%	+34.0%	➖ noise
13	duckdb:vortex-file-compressed	+11.7%	-1.9%	+13.9%	+31.4%	➖ noise
14	datafusion:vortex-compact	-1.2%	+2.5%	-3.7%	+43.6%	➖ noise
14	datafusion:vortex-file-compressed	-1.5%	+2.5%	-3.9%	+35.1%	➖ noise
14	duckdb:vortex-compact	-2.2%	+2.5%	-4.6%	+31.4%	➖ noise
14	duckdb:vortex-file-compressed	-3.1%	+2.5%	-5.5%	+31.4%	➖ noise
15	datafusion:vortex-compact	+12.1%	-8.4%	+22.5%	+31.4%	➖ noise
15	datafusion:vortex-file-compressed	-8.6%	-8.4%	-0.2%	+42.9%	➖ noise
15	duckdb:vortex-compact	-22.0%	-8.4%	-14.9%	+31.4%	➖ noise
15	duckdb:vortex-file-compressed	-6.1%	-8.4%	+2.5%	+31.4%	➖ noise
16	datafusion:vortex-compact	+4.5%	-10.7%	+17.1%	+35.2%	➖ noise
16	datafusion:vortex-file-compressed	+2.8%	-10.7%	+15.2%	+32.0%	➖ noise
16	duckdb:vortex-compact	-22.0%	-10.7%	-12.6%	+41.3%	➖ noise
16	duckdb:vortex-file-compressed	-3.8%	-10.7%	+7.7%	+34.6%	➖ noise
17	datafusion:vortex-compact	+1.3%	-12.7%	+16.1%	+32.5%	➖ noise
17	datafusion:vortex-file-compressed	-2.3%	-12.7%	+11.9%	+38.6%	➖ noise
17	duckdb:vortex-compact	-12.0%	-12.7%	+0.8%	+31.4%	➖ noise
17	duckdb:vortex-file-compressed	+1.7%	-12.7%	+16.5%	+31.4%	➖ noise
18	datafusion:vortex-compact	-12.1%	+10.4%	-20.4%	+31.4%	➖ noise
18	datafusion:vortex-file-compressed	+4.8%	+10.4%	-5.0%	+31.4%	➖ noise
18	duckdb:vortex-compact	-14.9%	+10.4%	-22.9%	+31.4%	➖ noise
18	duckdb:vortex-file-compressed	-18.1%	+10.4%	-25.9%	+31.4%	✅ faster
19	datafusion:vortex-compact	-11.2%	+17.5%	-24.4%	+51.8%	➖ noise
19	datafusion:vortex-file-compressed	+6.5%	+17.5%	-9.4%	+33.0%	➖ noise
19	duckdb:vortex-compact	-11.4%	+17.5%	-24.6%	+37.3%	➖ noise
19	duckdb:vortex-file-compressed	-14.9%	+17.5%	-27.5%	+43.8%	➖ noise
20	datafusion:vortex-compact	-0.2%	-9.3%	+10.0%	+38.2%	➖ noise
20	datafusion:vortex-file-compressed	+27.3%	-9.3%	+40.4%	+33.7%	🚨 regression
20	duckdb:vortex-compact	-15.7%	-9.3%	-7.0%	+31.4%	➖ noise
20	duckdb:vortex-file-compressed	+1.1%	-9.3%	+11.5%	+31.4%	➖ noise
21	datafusion:vortex-compact	-34.4%	-15.8%	-22.1%	+37.4%	➖ noise
21	datafusion:vortex-file-compressed	-8.2%	-15.8%	+9.0%	+31.4%	➖ noise
21	duckdb:vortex-compact	-4.2%	-15.8%	+13.8%	+31.4%	➖ noise
21	duckdb:vortex-file-compressed	+3.1%	-15.8%	+22.5%	+31.4%	➖ noise
22	datafusion:vortex-compact	-15.0%	-4.9%	-10.6%	+31.4%	➖ noise
22	datafusion:vortex-file-compressed	+0.3%	-4.9%	+5.5%	+31.4%	➖ noise
22	duckdb:vortex-compact	-22.4%	-4.9%	-18.4%	+31.4%	➖ noise
22	duckdb:vortex-file-compressed	-10.5%	-4.9%	-5.9%	+31.4%	➖ noise

github-actions · 2026-03-19T17:16:51Z

Benchmarks: PolarSignals Profiling

Vortex (geomean): 3.077x ❌

datafusion / vortex-file-compressed (3.077x ❌, 0↑ 10↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed 🚨	181633498	117143352	1.55
polarsignals_q01/datafusion:vortex-file-compressed 🚨	451304206	344571153	1.31
polarsignals_q02/datafusion:vortex-file-compressed 🚨	137924823	23025435	5.99
polarsignals_q03/datafusion:vortex-file-compressed 🚨	446131892	338994034	1.32
polarsignals_q04/datafusion:vortex-file-compressed 🚨	69203453	12305299	5.62
polarsignals_q05/datafusion:vortex-file-compressed 🚨	100634186	16179213	6.22
polarsignals_q06/datafusion:vortex-file-compressed 🚨	93932891	19661615	4.78
polarsignals_q07/datafusion:vortex-file-compressed 🚨	100638735	12239868	8.22
polarsignals_q08/datafusion:vortex-file-compressed 🚨	519213517	433443139	1.20
polarsignals_q09/datafusion:vortex-file-compressed 🚨	32264211	11184639	2.88

github-actions · 2026-03-19T17:16:54Z

Benchmarks: TPC-H SF=1 on NVME

Verdict: Likely regression (environment too noisy confidence)
Attributed Vortex impact: +19.8%
Vortex (geomean): 1.311x ❌
Parquet (geomean): 0.998x ➖
Shifts: Parquet (control) -0.2% · Median polish +3.1%

datafusion / vortex-file-compressed (1.680x ❌, 0↑ 18↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed 🚨	69273219	50488804	1.37
tpch_q02/datafusion:vortex-file-compressed	57292467	52229034	1.10
tpch_q03/datafusion:vortex-file-compressed 🚨	53481073	27453858	1.95
tpch_q04/datafusion:vortex-file-compressed 🚨	40372386	18753875	2.15
tpch_q05/datafusion:vortex-file-compressed 🚨	91644867	78475620	1.17
tpch_q06/datafusion:vortex-file-compressed 🚨	70156382	10306209	6.81
tpch_q07/datafusion:vortex-file-compressed 🚨	118403796	87996869	1.35
tpch_q08/datafusion:vortex-file-compressed 🚨	84336090	66341310	1.27
tpch_q09/datafusion:vortex-file-compressed	97276643	89090976	1.09
tpch_q10/datafusion:vortex-file-compressed 🚨	102764773	75931051	1.35
tpch_q11/datafusion:vortex-file-compressed 🚨	30296817	19101517	1.59
tpch_q12/datafusion:vortex-file-compressed 🚨	108552004	33855291	3.21
tpch_q13/datafusion:vortex-file-compressed 🚨	38987616	26385812	1.48
tpch_q14/datafusion:vortex-file-compressed 🚨	51460322	28989317	1.78
tpch_q15/datafusion:vortex-file-compressed 🚨	82112506	23871796	3.44
tpch_q16/datafusion:vortex-file-compressed	36514892	33955394	1.08
tpch_q17/datafusion:vortex-file-compressed	83399712	76897279	1.08
tpch_q18/datafusion:vortex-file-compressed 🚨	113445641	101447680	1.12
tpch_q19/datafusion:vortex-file-compressed 🚨	130581000	35767679	3.65
tpch_q20/datafusion:vortex-file-compressed 🚨	73005526	50347764	1.45
tpch_q21/datafusion:vortex-file-compressed 🚨	114876529	93992293	1.22
tpch_q22/datafusion:vortex-file-compressed 🚨	26946303	14551132	1.85

datafusion / vortex-compact (1.507x ❌, 0↑ 19↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact 🚨	80129379	62932844	1.27
tpch_q02/datafusion:vortex-compact	57787156	53855163	1.07
tpch_q03/datafusion:vortex-compact 🚨	57034952	31915173	1.79
tpch_q04/datafusion:vortex-compact 🚨	43434271	23073141	1.88
tpch_q05/datafusion:vortex-compact 🚨	96253787	84254526	1.14
tpch_q06/datafusion:vortex-compact 🚨	68504693	14280481	4.80
tpch_q07/datafusion:vortex-compact 🚨	119328284	94038519	1.27
tpch_q08/datafusion:vortex-compact 🚨	86768953	71671449	1.21
tpch_q09/datafusion:vortex-compact 🚨	102556270	90544234	1.13
tpch_q10/datafusion:vortex-compact 🚨	97807762	80873648	1.21
tpch_q11/datafusion:vortex-compact 🚨	31380005	20453588	1.53
tpch_q12/datafusion:vortex-compact 🚨	114802533	43997379	2.61
tpch_q13/datafusion:vortex-compact 🚨	46196201	35995934	1.28
tpch_q14/datafusion:vortex-compact 🚨	54430344	32650762	1.67
tpch_q15/datafusion:vortex-compact 🚨	86742387	32136835	2.70
tpch_q16/datafusion:vortex-compact	43347251	40820350	1.06
tpch_q17/datafusion:vortex-compact 🚨	90046067	78636651	1.15
tpch_q18/datafusion:vortex-compact 🚨	119180131	107811914	1.11
tpch_q19/datafusion:vortex-compact 🚨	130838758	44699762	2.93
tpch_q20/datafusion:vortex-compact 🚨	76553787	55046479	1.39
tpch_q21/datafusion:vortex-compact 🚨	132508859	106225403	1.25
tpch_q22/datafusion:vortex-compact	17352463	17438165	1.00

datafusion / parquet (0.998x ➖, 2↑ 0↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	146527814	147081256	1.00
tpch_q02/datafusion:parquet	82859143	80316200	1.03
tpch_q03/datafusion:parquet	88404521	82126289	1.08
tpch_q04/datafusion:parquet	55132061	55266038	1.00
tpch_q05/datafusion:parquet	161976407	160117651	1.01
tpch_q06/datafusion:parquet 🚀	39396922	48532422	0.81
tpch_q07/datafusion:parquet	183795141	176479217	1.04
tpch_q08/datafusion:parquet	165710110	161419361	1.03
tpch_q09/datafusion:parquet	207765520	205081446	1.01
tpch_q10/datafusion:parquet	190337016	180102258	1.06
tpch_q11/datafusion:parquet	61049888	61034985	1.00
tpch_q12/datafusion:parquet 🚀	108706214	126245766	0.86
tpch_q13/datafusion:parquet	211464667	199140891	1.06
tpch_q14/datafusion:parquet	78872255	79164307	1.00
tpch_q15/datafusion:parquet	70651066	69300897	1.02
tpch_q16/datafusion:parquet	57051075	54378001	1.05
tpch_q17/datafusion:parquet	164035639	170603841	0.96
tpch_q18/datafusion:parquet	232655919	229061024	1.02
tpch_q19/datafusion:parquet	96081714	103109355	0.93
tpch_q20/datafusion:parquet	122668690	117116712	1.05
tpch_q21/datafusion:parquet	183922558	183306202	1.00
tpch_q22/datafusion:parquet	39667414	40446898	0.98

datafusion / arrow (0.994x ➖, 0↑ 1↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	64124618	61807592	1.04
tpch_q02/datafusion:arrow	22799190	22997326	0.99
tpch_q03/datafusion:arrow	36793288	38240085	0.96
tpch_q04/datafusion:arrow	30564837	30691847	1.00
tpch_q05/datafusion:arrow	92260295	90823622	1.02
tpch_q06/datafusion:arrow	21594916	22440149	0.96
tpch_q07/datafusion:arrow 🚨	190526642	170040676	1.12
tpch_q08/datafusion:arrow	49657526	48533811	1.02
tpch_q09/datafusion:arrow	74620255	76970421	0.97
tpch_q10/datafusion:arrow	59578220	59657544	1.00
tpch_q11/datafusion:arrow	12568205	12157231	1.03
tpch_q12/datafusion:arrow	57195894	58559292	0.98
tpch_q13/datafusion:arrow	51274958	50579412	1.01
tpch_q14/datafusion:arrow	25165308	26627250	0.95
tpch_q15/datafusion:arrow	49428298	54369132	0.91
tpch_q16/datafusion:arrow	23930874	25664161	0.93
tpch_q17/datafusion:arrow	81768318	87389269	0.94
tpch_q18/datafusion:arrow	160689675	160221760	1.00
tpch_q19/datafusion:arrow	42405075	40915814	1.04
tpch_q20/datafusion:arrow	41768267	42477156	0.98
tpch_q21/datafusion:arrow	232620167	231586151	1.00
tpch_q22/datafusion:arrow	21956315	21252154	1.03

duckdb / vortex-file-compressed (1.086x ➖, 0↑ 6↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	33219914	32493865	1.02
tpch_q02/duckdb:vortex-file-compressed	29649610	28314893	1.05
tpch_q03/duckdb:vortex-file-compressed	30362955	29014745	1.05
tpch_q04/duckdb:vortex-file-compressed	29668058	31055222	0.96
tpch_q05/duckdb:vortex-file-compressed	33037751	33359090	0.99
tpch_q06/duckdb:vortex-file-compressed 🚨	19309075	11459186	1.69
tpch_q07/duckdb:vortex-file-compressed 🚨	42490071	36085875	1.18
tpch_q08/duckdb:vortex-file-compressed	39983804	41681773	0.96
tpch_q09/duckdb:vortex-file-compressed	80694308	80373132	1.00
tpch_q10/duckdb:vortex-file-compressed	36932095	36614031	1.01
tpch_q11/duckdb:vortex-file-compressed	17018176	17920192	0.95
tpch_q12/duckdb:vortex-file-compressed 🚨	34307543	22907541	1.50
tpch_q13/duckdb:vortex-file-compressed 🚨	43444565	37410886	1.16
tpch_q14/duckdb:vortex-file-compressed 🚨	28503162	21980949	1.30
tpch_q15/duckdb:vortex-file-compressed	16470334	15853352	1.04
tpch_q16/duckdb:vortex-file-compressed	30508598	29569423	1.03
tpch_q17/duckdb:vortex-file-compressed	26764229	25329631	1.06
tpch_q18/duckdb:vortex-file-compressed	48301979	48828632	0.99
tpch_q19/duckdb:vortex-file-compressed	32989605	31946219	1.03
tpch_q20/duckdb:vortex-file-compressed 🚨	38746579	34537286	1.12
tpch_q21/duckdb:vortex-file-compressed	105755024	101539449	1.04
tpch_q22/duckdb:vortex-file-compressed	18655694	18010878	1.04

duckdb / vortex-compact (1.073x ➖, 0↑ 3↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	40673674	39438991	1.03
tpch_q02/duckdb:vortex-compact	39488812	37771307	1.05
tpch_q03/duckdb:vortex-compact	33024006	32314630	1.02
tpch_q04/duckdb:vortex-compact	35676732	33756546	1.06
tpch_q05/duckdb:vortex-compact	39384186	37944515	1.04
tpch_q06/duckdb:vortex-compact 🚨	22907853	14906624	1.54
tpch_q07/duckdb:vortex-compact 🚨	48269818	42707115	1.13
tpch_q08/duckdb:vortex-compact	46837294	43950302	1.07
tpch_q09/duckdb:vortex-compact	91027339	86393401	1.05
tpch_q10/duckdb:vortex-compact	42094563	40089016	1.05
tpch_q11/duckdb:vortex-compact	20939828	21028751	1.00
tpch_q12/duckdb:vortex-compact 🚨	47108144	36173405	1.30
tpch_q13/duckdb:vortex-compact	49909258	47867584	1.04
tpch_q14/duckdb:vortex-compact	35135900	31961294	1.10
tpch_q15/duckdb:vortex-compact	20836396	19466017	1.07
tpch_q16/duckdb:vortex-compact	36855464	37596068	0.98
tpch_q17/duckdb:vortex-compact	32497610	31247604	1.04
tpch_q18/duckdb:vortex-compact	51508380	51611928	1.00
tpch_q19/duckdb:vortex-compact	38212718	38346842	1.00
tpch_q20/duckdb:vortex-compact	48370427	44010913	1.10
tpch_q21/duckdb:vortex-compact	117963959	112072845	1.05
tpch_q22/duckdb:vortex-compact	20640968	20361025	1.01

duckdb / parquet (0.998x ➖, 3↑ 2↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	79941783	76732003	1.04
tpch_q02/duckdb:parquet	39670470	38535550	1.03
tpch_q03/duckdb:parquet	70356605	69465822	1.01
tpch_q04/duckdb:parquet 🚀	46743137	54731536	0.85
tpch_q05/duckdb:parquet 🚀	67662645	80907657	0.84
tpch_q06/duckdb:parquet	20440026	20963551	0.98
tpch_q07/duckdb:parquet	79994712	82437863	0.97
tpch_q08/duckdb:parquet	81921185	81174185	1.01
tpch_q09/duckdb:parquet	160506475	157383296	1.02
tpch_q10/duckdb:parquet	129008966	125952261	1.02
tpch_q11/duckdb:parquet	22777969	22590144	1.01
tpch_q12/duckdb:parquet	52880645	55783475	0.95
tpch_q13/duckdb:parquet	265572806	262972444	1.01
tpch_q14/duckdb:parquet 🚨	60464948	49812340	1.21
tpch_q15/duckdb:parquet	24467796	24518224	1.00
tpch_q16/duckdb:parquet	55321879	55706250	0.99
tpch_q17/duckdb:parquet 🚀	58049214	66263096	0.88
tpch_q18/duckdb:parquet 🚨	140479004	119655100	1.17
tpch_q19/duckdb:parquet	69398348	71871024	0.97
tpch_q20/duckdb:parquet	63078272	62553738	1.01
tpch_q21/duckdb:parquet	180636453	168679084	1.07
tpch_q22/duckdb:parquet	52046220	52536635	0.99

duckdb / duckdb (0.995x ➖, 1↑ 0↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	15893645	16025924	0.99
tpch_q02/duckdb:duckdb	11793333	12251963	0.96
tpch_q03/duckdb:duckdb	18997751	20100164	0.95
tpch_q04/duckdb:duckdb	19324576	18835041	1.03
tpch_q05/duckdb:duckdb	19394371	19815121	0.98
tpch_q06/duckdb:duckdb	5350164	5301567	1.01
tpch_q07/duckdb:duckdb	22385812	22902823	0.98
tpch_q08/duckdb:duckdb	20755296	20979163	0.99
tpch_q09/duckdb:duckdb	53683743	52565723	1.02
tpch_q10/duckdb:duckdb	42092330	42059293	1.00
tpch_q11/duckdb:duckdb	5755656	5680993	1.01
tpch_q12/duckdb:duckdb	13821477	14033653	0.98
tpch_q13/duckdb:duckdb	35271984	37475432	0.94
tpch_q14/duckdb:duckdb 🚀	15987423	17843857	0.90
tpch_q15/duckdb:duckdb	11915854	12068026	0.99
tpch_q16/duckdb:duckdb	22611891	22416534	1.01
tpch_q17/duckdb:duckdb	13939854	13255193	1.05
tpch_q18/duckdb:duckdb	38118893	37270247	1.02
tpch_q19/duckdb:duckdb	29372918	27552538	1.07
tpch_q20/duckdb:duckdb	22812972	21910129	1.04
tpch_q21/duckdb:duckdb	54637981	54967931	0.99
tpch_q22/duckdb:duckdb	24188669	24269566	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	+3.7%	+1.9%	+1.8%	+32.0%	➖ noise
1	datafusion:vortex-compact	+27.3%	+1.9%	+25.0%	+27.2%	➖ noise
1	datafusion:vortex-file-compressed	+37.2%	+1.9%	+34.7%	+30.9%	🚨 regression
1	duckdb:duckdb	-0.8%	+1.9%	-2.7%	+26.9%	➖ noise
1	duckdb:vortex-compact	+3.1%	+1.9%	+1.2%	+26.7%	➖ noise
1	duckdb:vortex-file-compressed	+2.2%	+1.9%	+0.3%	+27.3%	➖ noise
2	datafusion:arrow	-0.9%	+3.1%	-3.8%	+16.5%	➖ noise
2	datafusion:vortex-compact	+7.3%	+3.1%	+4.1%	+16.5%	➖ noise
2	datafusion:vortex-file-compressed	+9.7%	+3.1%	+6.4%	+16.5%	➖ noise
2	duckdb:duckdb	-3.7%	+3.1%	-6.6%	+16.5%	➖ noise
2	duckdb:vortex-compact	+4.5%	+3.1%	+1.4%	+16.5%	➖ noise
2	duckdb:vortex-file-compressed	+4.7%	+3.1%	+1.6%	+16.5%	➖ noise
3	datafusion:arrow	-3.8%	+4.4%	-7.9%	+16.5%	➖ noise
3	datafusion:vortex-compact	+78.7%	+4.4%	+71.2%	+16.5%	🚨 regression
3	datafusion:vortex-file-compressed	+94.8%	+4.4%	+86.6%	+16.5%	🚨 regression
3	duckdb:duckdb	-5.5%	+4.4%	-9.5%	+16.5%	➖ noise
3	duckdb:vortex-compact	+2.2%	+4.4%	-2.1%	+16.5%	➖ noise
3	duckdb:vortex-file-compressed	+4.6%	+4.4%	+0.2%	+17.5%	➖ noise
4	datafusion:arrow	-0.4%	-7.7%	+7.9%	+16.5%	➖ noise
4	datafusion:vortex-compact	+88.2%	-7.7%	+103.9%	+16.5%	🚨 regression
4	datafusion:vortex-file-compressed	+115.3%	-7.7%	+133.2%	+16.5%	🚨 regression
4	duckdb:duckdb	+2.6%	-7.7%	+11.2%	+16.5%	➖ noise
4	duckdb:vortex-compact	+5.7%	-7.7%	+14.5%	+16.5%	➖ noise
4	duckdb:vortex-file-compressed	-4.5%	-7.7%	+3.5%	+16.5%	➖ noise
5	datafusion:arrow	+1.6%	-8.0%	+10.4%	+16.5%	➖ noise
5	datafusion:vortex-compact	+14.2%	-8.0%	+24.2%	+16.5%	🚨 regression
5	datafusion:vortex-file-compressed	+16.8%	-8.0%	+27.0%	+16.5%	🚨 regression
5	duckdb:duckdb	-2.1%	-8.0%	+6.4%	+19.0%	➖ noise
5	duckdb:vortex-compact	+3.8%	-8.0%	+12.8%	+16.5%	➖ noise
5	duckdb:vortex-file-compressed	-1.0%	-8.0%	+7.7%	+16.5%	➖ noise
6	datafusion:arrow	-3.8%	-11.0%	+8.2%	+21.1%	➖ noise
6	datafusion:vortex-compact	+379.7%	-11.0%	+439.2%	+20.9%	🚨 regression
6	datafusion:vortex-file-compressed	+580.7%	-11.0%	+665.1%	+21.2%	🚨 regression
6	duckdb:duckdb	+0.9%	-11.0%	+13.4%	+22.7%	➖ noise
6	duckdb:vortex-compact	+53.7%	-11.0%	+72.7%	+20.7%	🚨 regression
6	duckdb:vortex-file-compressed	+68.5%	-11.0%	+89.4%	+24.3%	🚨 regression
7	datafusion:arrow	+12.0%	+0.5%	+11.5%	+16.5%	➖ noise
7	datafusion:vortex-compact	+26.9%	+0.5%	+26.2%	+16.5%	🚨 regression
7	datafusion:vortex-file-compressed	+34.6%	+0.5%	+33.8%	+16.5%	🚨 regression
7	duckdb:duckdb	-2.3%	+0.5%	-2.8%	+16.5%	➖ noise
7	duckdb:vortex-compact	+13.0%	+0.5%	+12.4%	+16.5%	➖ noise
7	duckdb:vortex-file-compressed	+17.7%	+0.5%	+17.1%	+16.5%	🚨 regression
8	datafusion:arrow	+2.3%	+1.8%	+0.5%	+16.5%	➖ noise
8	datafusion:vortex-compact	+21.1%	+1.8%	+18.9%	+16.5%	🚨 regression
8	datafusion:vortex-file-compressed	+27.1%	+1.8%	+24.9%	+16.5%	🚨 regression
8	duckdb:duckdb	-1.1%	+1.8%	-2.8%	+16.5%	➖ noise
8	duckdb:vortex-compact	+6.6%	+1.8%	+4.7%	+16.5%	➖ noise
8	duckdb:vortex-file-compressed	-4.1%	+1.8%	-5.8%	+16.5%	➖ noise
9	datafusion:arrow	-3.1%	+1.6%	-4.6%	+16.5%	➖ noise
9	datafusion:vortex-compact	+13.3%	+1.6%	+11.4%	+16.5%	➖ noise
9	datafusion:vortex-file-compressed	+9.2%	+1.6%	+7.4%	+16.5%	➖ noise
9	duckdb:duckdb	+2.1%	+1.6%	+0.5%	+16.5%	➖ noise
9	duckdb:vortex-compact	+5.4%	+1.6%	+3.7%	+16.5%	➖ noise
9	duckdb:vortex-file-compressed	+0.4%	+1.6%	-1.2%	+16.5%	➖ noise
10	datafusion:arrow	-0.1%	+4.0%	-4.0%	+21.2%	➖ noise
10	datafusion:vortex-compact	+20.9%	+4.0%	+16.2%	+16.5%	➖ noise
10	datafusion:vortex-file-compressed	+35.3%	+4.0%	+30.1%	+16.5%	🚨 regression
10	duckdb:duckdb	+0.1%	+4.0%	-3.8%	+16.5%	➖ noise
10	duckdb:vortex-compact	+5.0%	+4.0%	+0.9%	+16.5%	➖ noise
10	duckdb:vortex-file-compressed	+0.9%	+4.0%	-3.1%	+16.5%	➖ noise
11	datafusion:arrow	+3.4%	+0.4%	+2.9%	+16.6%	➖ noise
11	datafusion:vortex-compact	+53.4%	+0.4%	+52.8%	+16.9%	🚨 regression
11	datafusion:vortex-file-compressed	+58.6%	+0.4%	+57.9%	+16.5%	🚨 regression
11	duckdb:duckdb	+1.3%	+0.4%	+0.9%	+24.2%	➖ noise
11	duckdb:vortex-compact	-0.4%	+0.4%	-0.8%	+16.5%	➖ noise
11	duckdb:vortex-file-compressed	-5.0%	+0.4%	-5.4%	+16.5%	➖ noise
12	datafusion:arrow	-2.3%	-9.7%	+8.1%	+16.5%	➖ noise
12	datafusion:vortex-compact	+160.9%	-9.7%	+188.8%	+16.5%	🚨 regression
12	datafusion:vortex-file-compressed	+220.6%	-9.7%	+254.9%	+16.5%	🚨 regression
12	duckdb:duckdb	-1.5%	-9.7%	+9.0%	+16.5%	➖ noise
12	duckdb:vortex-compact	+30.2%	-9.7%	+44.1%	+16.5%	🚨 regression
12	duckdb:vortex-file-compressed	+49.8%	-9.7%	+65.8%	+16.5%	🚨 regression
13	datafusion:arrow	+1.4%	+3.6%	-2.1%	+16.5%	➖ noise
13	datafusion:vortex-compact	+28.3%	+3.6%	+23.9%	+16.5%	🚨 regression
13	datafusion:vortex-file-compressed	+47.8%	+3.6%	+42.7%	+16.5%	🚨 regression
13	duckdb:duckdb	-5.9%	+3.6%	-9.1%	+25.7%	➖ noise
13	duckdb:vortex-compact	+4.3%	+3.6%	+0.7%	+16.5%	➖ noise
13	duckdb:vortex-file-compressed	+16.1%	+3.6%	+12.1%	+16.5%	➖ noise
14	datafusion:arrow	-5.5%	+10.0%	-14.1%	+16.5%	➖ noise
14	datafusion:vortex-compact	+66.7%	+10.0%	+51.6%	+16.5%	🚨 regression
14	datafusion:vortex-file-compressed	+77.5%	+10.0%	+61.4%	+16.5%	🚨 regression
14	duckdb:duckdb	-10.4%	+10.0%	-18.5%	+26.0%	➖ noise
14	duckdb:vortex-compact	+9.9%	+10.0%	-0.0%	+18.2%	➖ noise
14	duckdb:vortex-file-compressed	+29.7%	+10.0%	+17.9%	+19.0%	➖ noise
15	datafusion:arrow	-9.1%	+0.9%	-9.9%	+20.0%	➖ noise
15	datafusion:vortex-compact	+169.9%	+0.9%	+167.6%	+18.6%	🚨 regression
15	datafusion:vortex-file-compressed	+244.0%	+0.9%	+241.0%	+19.8%	🚨 regression
15	duckdb:duckdb	-1.3%	+0.9%	-2.1%	+22.4%	➖ noise
15	duckdb:vortex-compact	+7.0%	+0.9%	+6.1%	+18.4%	➖ noise
15	duckdb:vortex-file-compressed	+3.9%	+0.9%	+3.0%	+19.2%	➖ noise
16	datafusion:arrow	-6.8%	+2.1%	-8.6%	+16.5%	➖ noise
16	datafusion:vortex-compact	+6.2%	+2.1%	+4.0%	+16.5%	➖ noise
16	datafusion:vortex-file-compressed	+7.5%	+2.1%	+5.4%	+16.5%	➖ noise
16	duckdb:duckdb	+0.9%	+2.1%	-1.2%	+18.1%	➖ noise
16	duckdb:vortex-compact	-2.0%	+2.1%	-4.0%	+16.5%	➖ noise
16	duckdb:vortex-file-compressed	+3.2%	+2.1%	+1.1%	+16.5%	➖ noise
17	datafusion:arrow	-6.4%	-8.2%	+2.0%	+16.5%	➖ noise
17	datafusion:vortex-compact	+14.5%	-8.2%	+24.8%	+16.5%	🚨 regression
17	datafusion:vortex-file-compressed	+8.5%	-8.2%	+18.2%	+16.6%	🚨 regression
17	duckdb:duckdb	+5.2%	-8.2%	+14.6%	+16.5%	➖ noise
17	duckdb:vortex-compact	+4.0%	-8.2%	+13.3%	+16.5%	➖ noise
17	duckdb:vortex-file-compressed	+5.7%	-8.2%	+15.1%	+16.5%	➖ noise
18	datafusion:arrow	+0.3%	+9.2%	-8.2%	+16.5%	➖ noise
18	datafusion:vortex-compact	+10.5%	+9.2%	+1.2%	+16.5%	➖ noise
18	datafusion:vortex-file-compressed	+11.8%	+9.2%	+2.4%	+16.5%	➖ noise
18	duckdb:duckdb	+2.3%	+9.2%	-6.3%	+16.5%	➖ noise
18	duckdb:vortex-compact	-0.2%	+9.2%	-8.6%	+16.5%	➖ noise
18	duckdb:vortex-file-compressed	-1.1%	+9.2%	-9.4%	+16.5%	➖ noise
19	datafusion:arrow	+3.6%	-5.1%	+9.3%	+17.8%	➖ noise
19	datafusion:vortex-compact	+192.7%	-5.1%	+208.6%	+17.5%	🚨 regression
19	datafusion:vortex-file-compressed	+265.1%	-5.1%	+284.9%	+16.5%	🚨 regression
19	duckdb:duckdb	+6.6%	-5.1%	+12.4%	+19.2%	➖ noise
19	duckdb:vortex-compact	-0.3%	-5.1%	+5.1%	+19.9%	➖ noise
19	duckdb:vortex-file-compressed	+3.3%	-5.1%	+8.9%	+16.5%	➖ noise
20	datafusion:arrow	-1.7%	+2.8%	-4.3%	+16.5%	➖ noise
20	datafusion:vortex-compact	+39.1%	+2.8%	+35.3%	+16.5%	🚨 regression
20	datafusion:vortex-file-compressed	+45.0%	+2.8%	+41.1%	+16.5%	🚨 regression
20	duckdb:duckdb	+4.1%	+2.8%	+1.3%	+16.5%	➖ noise
20	duckdb:vortex-compact	+9.9%	+2.8%	+6.9%	+16.5%	➖ noise
20	duckdb:vortex-file-compressed	+12.2%	+2.8%	+9.2%	+16.5%	➖ noise
21	datafusion:arrow	+0.4%	+3.7%	-3.1%	+16.5%	➖ noise
21	datafusion:vortex-compact	+24.7%	+3.7%	+20.3%	+16.5%	🚨 regression
21	datafusion:vortex-file-compressed	+22.2%	+3.7%	+17.9%	+16.5%	🚨 regression
21	duckdb:duckdb	-0.6%	+3.7%	-4.1%	+16.5%	➖ noise
21	duckdb:vortex-compact	+5.3%	+3.7%	+1.5%	+16.5%	➖ noise
21	duckdb:vortex-file-compressed	+4.2%	+3.7%	+0.5%	+16.5%	➖ noise
22	datafusion:arrow	+3.3%	-1.4%	+4.8%	+21.1%	➖ noise
22	datafusion:vortex-compact	-0.5%	-1.4%	+1.0%	+16.5%	➖ noise
22	datafusion:vortex-file-compressed	+85.2%	-1.4%	+87.9%	+16.5%	🚨 regression
22	duckdb:duckdb	-0.3%	-1.4%	+1.1%	+16.5%	➖ noise
22	duckdb:vortex-compact	+1.4%	-1.4%	+2.8%	+16.5%	➖ noise
22	duckdb:vortex-file-compressed	+3.6%	-1.4%	+5.1%	+16.5%	➖ noise

github-actions · 2026-03-19T17:16:56Z

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +7.6%
Vortex (geomean): 1.140x ❌
Parquet (geomean): 1.040x ➖
Shifts: Parquet (control) +4.0% · Median polish +5.3%

datafusion / vortex-file-compressed (1.253x ❌, 0↑ 58↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed 🚨	39578756	26492743	1.49
tpcds_q02/datafusion:vortex-file-compressed	80624162	77995512	1.03
tpcds_q03/datafusion:vortex-file-compressed	29141377	28222154	1.03
tpcds_q04/datafusion:vortex-file-compressed	419473320	385266213	1.09
tpcds_q05/datafusion:vortex-file-compressed	82078690	75203433	1.09
tpcds_q06/datafusion:vortex-file-compressed	78126232	72740385	1.07
tpcds_q07/datafusion:vortex-file-compressed 🚨	81401268	70837342	1.15
tpcds_q08/datafusion:vortex-file-compressed 🚨	44409645	40285245	1.10
tpcds_q09/datafusion:vortex-file-compressed 🚨	350954294	46453119	7.56
tpcds_q10/datafusion:vortex-file-compressed 🚨	59547561	46655813	1.28
tpcds_q11/datafusion:vortex-file-compressed	240750279	230066169	1.05
tpcds_q12/datafusion:vortex-file-compressed	36612086	34152520	1.07
tpcds_q13/datafusion:vortex-file-compressed 🚨	184846179	78595513	2.35
tpcds_q14/datafusion:vortex-file-compressed 🚨	268364080	214145212	1.25
tpcds_q15/datafusion:vortex-file-compressed	52855172	49773598	1.06
tpcds_q16/datafusion:vortex-file-compressed 🚨	43199943	29094807	1.48
tpcds_q17/datafusion:vortex-file-compressed 🚨	121412861	105337734	1.15
tpcds_q18/datafusion:vortex-file-compressed 🚨	111617590	97384501	1.15
tpcds_q19/datafusion:vortex-file-compressed	51814128	47627500	1.09
tpcds_q20/datafusion:vortex-file-compressed 🚨	45097292	40462170	1.11
tpcds_q21/datafusion:vortex-file-compressed	172175623	171161559	1.01
tpcds_q22/datafusion:vortex-file-compressed	77107923	71326096	1.08
tpcds_q23/datafusion:vortex-file-compressed 🚨	205996359	182266148	1.13
tpcds_q24/datafusion:vortex-file-compressed	185591015	175347269	1.06
tpcds_q25/datafusion:vortex-file-compressed 🚨	124640403	112477368	1.11
tpcds_q26/datafusion:vortex-file-compressed	62679625	59693010	1.05
tpcds_q27/datafusion:vortex-file-compressed	177575078	163713019	1.08
tpcds_q28/datafusion:vortex-file-compressed 🚨	465846779	49254758	9.46
tpcds_q29/datafusion:vortex-file-compressed 🚨	129594991	107761830	1.20
tpcds_q30/datafusion:vortex-file-compressed	29576426	29409470	1.01
tpcds_q31/datafusion:vortex-file-compressed	187706997	175503152	1.07
tpcds_q32/datafusion:vortex-file-compressed 🚨	32773311	23420412	1.40
tpcds_q33/datafusion:vortex-file-compressed 🚨	47287992	38014653	1.24
tpcds_q34/datafusion:vortex-file-compressed 🚨	42560678	36390875	1.17
tpcds_q35/datafusion:vortex-file-compressed 🚨	71628602	59265634	1.21
tpcds_q36/datafusion:vortex-file-compressed	108330371	104414233	1.04
tpcds_q37/datafusion:vortex-file-compressed 🚨	54145835	38438118	1.41
tpcds_q38/datafusion:vortex-file-compressed	90727471	84582309	1.07
tpcds_q39/datafusion:vortex-file-compressed	196160772	187468832	1.05
tpcds_q40/datafusion:vortex-file-compressed 🚨	69191741	55027717	1.26
tpcds_q41/datafusion:vortex-file-compressed 🚨	14852107	13234339	1.12
tpcds_q42/datafusion:vortex-file-compressed	30838939	29687142	1.04
tpcds_q43/datafusion:vortex-file-compressed	49792071	49037206	1.02
tpcds_q44/datafusion:vortex-file-compressed 🚨	82733517	41028839	2.02
tpcds_q45/datafusion:vortex-file-compressed 🚨	53510382	48278250	1.11
tpcds_q46/datafusion:vortex-file-compressed 🚨	72111980	63703049	1.13
tpcds_q47/datafusion:vortex-file-compressed	294855168	268195520	1.10
tpcds_q48/datafusion:vortex-file-compressed 🚨	158618924	68900719	2.30
tpcds_q49/datafusion:vortex-file-compressed 🚨	163429429	69108825	2.36
tpcds_q50/datafusion:vortex-file-compressed	80303317	74705974	1.07
tpcds_q51/datafusion:vortex-file-compressed 🚨	111898917	92583745	1.21
tpcds_q52/datafusion:vortex-file-compressed	32138792	30982418	1.04
tpcds_q53/datafusion:vortex-file-compressed	31402928	29261287	1.07
tpcds_q54/datafusion:vortex-file-compressed 🚨	64629396	48482894	1.33
tpcds_q55/datafusion:vortex-file-compressed	33195385	30266033	1.10
tpcds_q56/datafusion:vortex-file-compressed 🚨	52203236	45446514	1.15
tpcds_q57/datafusion:vortex-file-compressed	193418824	177496812	1.09
tpcds_q58/datafusion:vortex-file-compressed	116258902	108605505	1.07
tpcds_q59/datafusion:vortex-file-compressed	101247322	92585953	1.09
tpcds_q60/datafusion:vortex-file-compressed 🚨	56141430	47078033	1.19
tpcds_q61/datafusion:vortex-file-compressed 🚨	64407173	57312554	1.12
tpcds_q62/datafusion:vortex-file-compressed 🚨	50424459	42723395	1.18
tpcds_q63/datafusion:vortex-file-compressed 🚨	33556506	29937062	1.12
tpcds_q64/datafusion:vortex-file-compressed	743074345	702741282	1.06
tpcds_q65/datafusion:vortex-file-compressed 🚨	66651138	50377431	1.32
tpcds_q66/datafusion:vortex-file-compressed	109988066	102196897	1.08
tpcds_q67/datafusion:vortex-file-compressed	151343782	140148767	1.08
tpcds_q68/datafusion:vortex-file-compressed 🚨	74827375	64289547	1.16
tpcds_q69/datafusion:vortex-file-compressed 🚨	58153543	44566271	1.30
tpcds_q70/datafusion:vortex-file-compressed	134694946	129878665	1.04
tpcds_q71/datafusion:vortex-file-compressed 🚨	48103685	29801858	1.61
tpcds_q72/datafusion:vortex-file-compressed 🚨	3692335498	3300649143	1.12
tpcds_q73/datafusion:vortex-file-compressed	42324468	38502431	1.10
tpcds_q74/datafusion:vortex-file-compressed	175714132	164979395	1.07
tpcds_q75/datafusion:vortex-file-compressed 🚨	192814341	129198425	1.49
tpcds_q76/datafusion:vortex-file-compressed	65899168	60364068	1.09
tpcds_q77/datafusion:vortex-file-compressed 🚨	66307596	51503281	1.29
tpcds_q78/datafusion:vortex-file-compressed 🚨	227069626	176368300	1.29
tpcds_q79/datafusion:vortex-file-compressed 🚨	54171922	44566208	1.22
tpcds_q80/datafusion:vortex-file-compressed 🚨	167036192	114569515	1.46
tpcds_q81/datafusion:vortex-file-compressed 🚨	40694549	36290596	1.12
tpcds_q82/datafusion:vortex-file-compressed 🚨	56687896	40147948	1.41
tpcds_q83/datafusion:vortex-file-compressed 🚨	72164252	65315010	1.10
tpcds_q84/datafusion:vortex-file-compressed 🚨	18531961	14673182	1.26
tpcds_q85/datafusion:vortex-file-compressed 🚨	231290854	133977783	1.73
tpcds_q86/datafusion:vortex-file-compressed	32919357	31234763	1.05
tpcds_q87/datafusion:vortex-file-compressed	93217474	88492500	1.05
tpcds_q88/datafusion:vortex-file-compressed 🚨	108691729	80833331	1.34
tpcds_q89/datafusion:vortex-file-compressed 🚨	65429839	55510399	1.18
tpcds_q90/datafusion:vortex-file-compressed 🚨	25355864	15526690	1.63
tpcds_q91/datafusion:vortex-file-compressed	27965855	26010597	1.08
tpcds_q92/datafusion:vortex-file-compressed 🚨	27269068	18846396	1.45
tpcds_q93/datafusion:vortex-file-compressed 🚨	51777008	36420266	1.42
tpcds_q94/datafusion:vortex-file-compressed 🚨	39499866	25880580	1.53
tpcds_q95/datafusion:vortex-file-compressed 🚨	104859392	87350086	1.20
tpcds_q96/datafusion:vortex-file-compressed 🚨	20152878	15199306	1.33
tpcds_q97/datafusion:vortex-file-compressed 🚨	44770240	31177244	1.44
tpcds_q98/datafusion:vortex-file-compressed	50346419	47431013	1.06
tpcds_q99/datafusion:vortex-file-compressed	63687418	60564420	1.05

datafusion / vortex-compact (1.177x ❌, 0↑ 48↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact	36527294	33968810	1.08
tpcds_q02/datafusion:vortex-compact	85673627	79925433	1.07
tpcds_q03/datafusion:vortex-compact	35966333	33011225	1.09
tpcds_q04/datafusion:vortex-compact 🚨	478555843	425862228	1.12
tpcds_q05/datafusion:vortex-compact	84867970	83543510	1.02
tpcds_q06/datafusion:vortex-compact	85115917	82193837	1.04
tpcds_q07/datafusion:vortex-compact	97610921	90836281	1.07
tpcds_q08/datafusion:vortex-compact	52706469	48210846	1.09
tpcds_q09/datafusion:vortex-compact 🚨	367921758	93626169	3.93
tpcds_q10/datafusion:vortex-compact 🚨	74713817	66382314	1.13
tpcds_q11/datafusion:vortex-compact	273415100	256151343	1.07
tpcds_q12/datafusion:vortex-compact	39577458	37627225	1.05
tpcds_q13/datafusion:vortex-compact 🚨	237302053	140880678	1.68
tpcds_q14/datafusion:vortex-compact 🚨	317004839	263694256	1.20
tpcds_q15/datafusion:vortex-compact	54686408	51664224	1.06
tpcds_q16/datafusion:vortex-compact 🚨	52819803	41189507	1.28
tpcds_q17/datafusion:vortex-compact	137385482	126594235	1.09
tpcds_q18/datafusion:vortex-compact 🚨	131748092	113191255	1.16
tpcds_q19/datafusion:vortex-compact	65587878	61772099	1.06
tpcds_q20/datafusion:vortex-compact 🚨	47934108	43403556	1.10
tpcds_q21/datafusion:vortex-compact	181564568	182617465	0.99
tpcds_q22/datafusion:vortex-compact	83975248	79068407	1.06
tpcds_q23/datafusion:vortex-compact	253301203	234705776	1.08
tpcds_q24/datafusion:vortex-compact	216231815	219912716	0.98
tpcds_q25/datafusion:vortex-compact	135187769	127922767	1.06
tpcds_q26/datafusion:vortex-compact	75592292	69849926	1.08
tpcds_q27/datafusion:vortex-compact	218319254	210453341	1.04
tpcds_q28/datafusion:vortex-compact 🚨	487387011	102331845	4.76
tpcds_q29/datafusion:vortex-compact 🚨	140730172	126919456	1.11
tpcds_q30/datafusion:vortex-compact	36053766	37570635	0.96
tpcds_q31/datafusion:vortex-compact	221645101	206046681	1.08
tpcds_q32/datafusion:vortex-compact 🚨	37386686	30229079	1.24
tpcds_q33/datafusion:vortex-compact 🚨	59885173	51041180	1.17
tpcds_q34/datafusion:vortex-compact	60197147	57486815	1.05
tpcds_q35/datafusion:vortex-compact 🚨	86170862	74243590	1.16
tpcds_q36/datafusion:vortex-compact	136418402	127056403	1.07
tpcds_q37/datafusion:vortex-compact 🚨	64755151	51847847	1.25
tpcds_q38/datafusion:vortex-compact	108726010	100493488	1.08
tpcds_q39/datafusion:vortex-compact	215259901	208123178	1.03
tpcds_q40/datafusion:vortex-compact 🚨	68563656	60283401	1.14
tpcds_q41/datafusion:vortex-compact 🚨	17215745	14845288	1.16
tpcds_q42/datafusion:vortex-compact 🚨	38913560	32472376	1.20
tpcds_q43/datafusion:vortex-compact	56214956	57121167	0.98
tpcds_q44/datafusion:vortex-compact 🚨	96436918	70982060	1.36
tpcds_q45/datafusion:vortex-compact	55768476	51792740	1.08
tpcds_q46/datafusion:vortex-compact	99365921	91246082	1.09
tpcds_q47/datafusion:vortex-compact	311595372	301233109	1.03
tpcds_q48/datafusion:vortex-compact 🚨	192985459	108681836	1.78
tpcds_q49/datafusion:vortex-compact 🚨	194715269	98003844	1.99
tpcds_q50/datafusion:vortex-compact	95949638	92399651	1.04
tpcds_q51/datafusion:vortex-compact 🚨	121342490	98591008	1.23
tpcds_q52/datafusion:vortex-compact 🚨	39828342	35307355	1.13
tpcds_q53/datafusion:vortex-compact	41057241	41118042	1.00
tpcds_q54/datafusion:vortex-compact 🚨	77370651	64905683	1.19
tpcds_q55/datafusion:vortex-compact	39372952	37550009	1.05
tpcds_q56/datafusion:vortex-compact 🚨	69612600	58171803	1.20
tpcds_q57/datafusion:vortex-compact	204137385	192932272	1.06
tpcds_q58/datafusion:vortex-compact	124673860	116131955	1.07
tpcds_q59/datafusion:vortex-compact 🚨	117606550	106364522	1.11
tpcds_q60/datafusion:vortex-compact 🚨	67843224	57088420	1.19
tpcds_q61/datafusion:vortex-compact 🚨	98279101	82149366	1.20
tpcds_q62/datafusion:vortex-compact	48844947	46562707	1.05
tpcds_q63/datafusion:vortex-compact 🚨	42593361	38525498	1.11
tpcds_q64/datafusion:vortex-compact	822422692	774125857	1.06
tpcds_q65/datafusion:vortex-compact 🚨	87509922	70044863	1.25
tpcds_q66/datafusion:vortex-compact	123332750	115588309	1.07
tpcds_q67/datafusion:vortex-compact	160927662	152750631	1.05
tpcds_q68/datafusion:vortex-compact 🚨	100742137	90024943	1.12
tpcds_q69/datafusion:vortex-compact 🚨	72624309	62318088	1.17
tpcds_q70/datafusion:vortex-compact	151567365	142695593	1.06
tpcds_q71/datafusion:vortex-compact 🚨	65683205	44378744	1.48
tpcds_q72/datafusion:vortex-compact	3657814466	3335075350	1.10
tpcds_q73/datafusion:vortex-compact	59911784	56444904	1.06
tpcds_q74/datafusion:vortex-compact	197207291	182575184	1.08
tpcds_q75/datafusion:vortex-compact 🚨	225992225	173234748	1.30
tpcds_q76/datafusion:vortex-compact	81676548	77447991	1.05
tpcds_q77/datafusion:vortex-compact	73679946	67280592	1.10
tpcds_q78/datafusion:vortex-compact 🚨	254999411	202702047	1.26
tpcds_q79/datafusion:vortex-compact 🚨	79766537	66067883	1.21
tpcds_q80/datafusion:vortex-compact 🚨	184932179	138772292	1.33
tpcds_q81/datafusion:vortex-compact 🚨	47151001	40999138	1.15
tpcds_q82/datafusion:vortex-compact 🚨	64822470	52495615	1.23
tpcds_q83/datafusion:vortex-compact	69116852	63372936	1.09
tpcds_q84/datafusion:vortex-compact	19145601	17759476	1.08
tpcds_q85/datafusion:vortex-compact 🚨	256312573	156845173	1.63
tpcds_q86/datafusion:vortex-compact	33654269	32492910	1.04
tpcds_q87/datafusion:vortex-compact	108011051	103014818	1.05
tpcds_q88/datafusion:vortex-compact 🚨	162414550	133939653	1.21
tpcds_q89/datafusion:vortex-compact	69998891	63855054	1.10
tpcds_q90/datafusion:vortex-compact 🚨	30515345	21667273	1.41
tpcds_q91/datafusion:vortex-compact 🚨	44216195	40164260	1.10
tpcds_q92/datafusion:vortex-compact 🚨	30352980	21055798	1.44
tpcds_q93/datafusion:vortex-compact 🚨	65440277	51775171	1.26
tpcds_q94/datafusion:vortex-compact 🚨	44543236	31619900	1.41
tpcds_q95/datafusion:vortex-compact 🚨	115931282	96593083	1.20
tpcds_q96/datafusion:vortex-compact 🚨	27830297	24331407	1.14
tpcds_q97/datafusion:vortex-compact 🚨	55728959	41760704	1.33
tpcds_q98/datafusion:vortex-compact	59629813	54906663	1.09
tpcds_q99/datafusion:vortex-compact	67943782	65662048	1.03

datafusion / parquet (1.050x ➖, 0↑ 9↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet 🚨	40065534	35679982	1.12
tpcds_q02/datafusion:parquet	55780673	53841528	1.04
tpcds_q03/datafusion:parquet	16900129	17990584	0.94
tpcds_q04/datafusion:parquet	378130141	366430750	1.03
tpcds_q05/datafusion:parquet	93211844	90095403	1.03
tpcds_q06/datafusion:parquet	93841483	90407871	1.04
tpcds_q07/datafusion:parquet	143442280	132712963	1.08
tpcds_q08/datafusion:parquet	42233851	38488644	1.10
tpcds_q09/datafusion:parquet	55215085	53342256	1.04
tpcds_q10/datafusion:parquet	107989435	100561401	1.07
tpcds_q11/datafusion:parquet	226988389	215692849	1.05
tpcds_q12/datafusion:parquet	30040700	29845913	1.01
tpcds_q13/datafusion:parquet	138983272	142236293	0.98
tpcds_q14/datafusion:parquet	221064834	211722083	1.04
tpcds_q15/datafusion:parquet	56132154	54654979	1.03
tpcds_q16/datafusion:parquet	33347855	31873434	1.05
tpcds_q17/datafusion:parquet	174901514	176816227	0.99
tpcds_q18/datafusion:parquet	182941885	174690581	1.05
tpcds_q19/datafusion:parquet	36444711	35970443	1.01
tpcds_q20/datafusion:parquet	25666551	24174634	1.06
tpcds_q21/datafusion:parquet 🚨	30532378	26882277	1.14
tpcds_q22/datafusion:parquet	157485398	151869207	1.04
tpcds_q23/datafusion:parquet	197159034	182779916	1.08
tpcds_q24/datafusion:parquet	218902174	212859435	1.03
tpcds_q25/datafusion:parquet	176764262	177485074	1.00
tpcds_q26/datafusion:parquet	121949927	117930976	1.03
tpcds_q27/datafusion:parquet	271313562	254799148	1.06
tpcds_q28/datafusion:parquet	53003739	51652034	1.03
tpcds_q29/datafusion:parquet	180419875	183013243	0.99
tpcds_q30/datafusion:parquet	46359714	44558301	1.04
tpcds_q31/datafusion:parquet	109774667	103297773	1.06
tpcds_q32/datafusion:parquet	30665960	28783752	1.07
tpcds_q33/datafusion:parquet	38878800	36265305	1.07
tpcds_q34/datafusion:parquet 🚨	39558111	35112076	1.13
tpcds_q35/datafusion:parquet	102792201	94696603	1.09
tpcds_q36/datafusion:parquet	87354256	81797553	1.07
tpcds_q37/datafusion:parquet	27295695	25528917	1.07
tpcds_q38/datafusion:parquet 🚨	67133714	60835137	1.10
tpcds_q39/datafusion:parquet	106504642	98991169	1.08
tpcds_q40/datafusion:parquet	36915848	34513496	1.07
tpcds_q41/datafusion:parquet	13201627	12912014	1.02
tpcds_q42/datafusion:parquet	16514066	15108989	1.09
tpcds_q43/datafusion:parquet	27542911	26633839	1.03
tpcds_q44/datafusion:parquet	42936891	39697552	1.08
tpcds_q45/datafusion:parquet	68675559	66617292	1.03
tpcds_q46/datafusion:parquet	52340666	52507867	1.00
tpcds_q47/datafusion:parquet	196866400	187654489	1.05
tpcds_q48/datafusion:parquet	137536847	129828294	1.06
tpcds_q49/datafusion:parquet	77169707	73188432	1.05
tpcds_q50/datafusion:parquet	114569976	108348174	1.06
tpcds_q51/datafusion:parquet	103801005	94959228	1.09
tpcds_q52/datafusion:parquet	16293744	15214389	1.07
tpcds_q53/datafusion:parquet	32862969	31034624	1.06
tpcds_q54/datafusion:parquet	49896353	48695093	1.02
tpcds_q55/datafusion:parquet 🚨	17481579	15202531	1.15
tpcds_q56/datafusion:parquet	37506231	36457498	1.03
tpcds_q57/datafusion:parquet	146739934	141876537	1.03
tpcds_q58/datafusion:parquet	73851496	73655800	1.00
tpcds_q59/datafusion:parquet	67515645	69106699	0.98
tpcds_q60/datafusion:parquet	38108825	36552564	1.04
tpcds_q61/datafusion:parquet	67818487	66388378	1.02
tpcds_q62/datafusion:parquet	42783357	40696490	1.05
tpcds_q63/datafusion:parquet	32120984	30978909	1.04
tpcds_q64/datafusion:parquet	1017346721	999002284	1.02
tpcds_q65/datafusion:parquet	51578401	50768284	1.02
tpcds_q66/datafusion:parquet	92446658	90487054	1.02
tpcds_q67/datafusion:parquet	188442770	171865976	1.10
tpcds_q68/datafusion:parquet	51629549	50226260	1.03
tpcds_q69/datafusion:parquet	99347154	92400520	1.08
tpcds_q70/datafusion:parquet	113459844	108637577	1.04
tpcds_q71/datafusion:parquet	30388371	28723722	1.06
tpcds_q72/datafusion:parquet	912878114	851547645	1.07
tpcds_q73/datafusion:parquet	39327754	37746311	1.04
tpcds_q74/datafusion:parquet	134419915	127278008	1.06
tpcds_q75/datafusion:parquet	138091346	128638089	1.07
tpcds_q76/datafusion:parquet	95607214	89790058	1.06
tpcds_q77/datafusion:parquet	61611426	57875028	1.06
tpcds_q78/datafusion:parquet	190946844	182378487	1.05
tpcds_q79/datafusion:parquet 🚨	44298152	39503854	1.12
tpcds_q80/datafusion:parquet	117519600	111880199	1.05
tpcds_q81/datafusion:parquet	45777706	43066047	1.06
tpcds_q82/datafusion:parquet	30028199	29177475	1.03
tpcds_q83/datafusion:parquet	56019580	54760656	1.02
tpcds_q84/datafusion:parquet	49405946	48502342	1.02
tpcds_q85/datafusion:parquet	246644275	241403531	1.02
tpcds_q86/datafusion:parquet	22832102	21047422	1.08
tpcds_q87/datafusion:parquet	67098730	64842286	1.03
tpcds_q88/datafusion:parquet	80929557	77920347	1.04
tpcds_q89/datafusion:parquet 🚨	40189094	35523705	1.13
tpcds_q90/datafusion:parquet	20146799	18773330	1.07
tpcds_q91/datafusion:parquet	79349766	79450913	1.00
tpcds_q92/datafusion:parquet 🚨	27997702	25181197	1.11
tpcds_q93/datafusion:parquet	42620635	39055290	1.09
tpcds_q94/datafusion:parquet	29680378	28722992	1.03
tpcds_q95/datafusion:parquet	138403629	133048414	1.04
tpcds_q96/datafusion:parquet 🚨	15968516	14424389	1.11
tpcds_q97/datafusion:parquet	37438770	36811480	1.02
tpcds_q98/datafusion:parquet	37778735	36300545	1.04
tpcds_q99/datafusion:parquet	46125452	45218594	1.02

duckdb / vortex-file-compressed (1.082x ➖, 2↑ 21↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	26930940	27381708	0.98
tpcds_q02/duckdb:vortex-file-compressed	87637968	90103594	0.97
tpcds_q03/duckdb:vortex-file-compressed 🚨	159632197	24424322	6.54
tpcds_q04/duckdb:vortex-file-compressed	112074881	120538522	0.93
tpcds_q05/duckdb:vortex-file-compressed	99970259	100503423	0.99
tpcds_q06/duckdb:vortex-file-compressed	37168060	35075491	1.06
tpcds_q07/duckdb:vortex-file-compressed	25736582	23952267	1.07
tpcds_q08/duckdb:vortex-file-compressed	25835204	23671727	1.09
tpcds_q09/duckdb:vortex-file-compressed 🚨	71430949	39601910	1.80
tpcds_q10/duckdb:vortex-file-compressed	39284097	37060958	1.06
tpcds_q11/duckdb:vortex-file-compressed	63290122	59541708	1.06
tpcds_q12/duckdb:vortex-file-compressed	15292013	14600743	1.05
tpcds_q13/duckdb:vortex-file-compressed	33231618	32085966	1.04
tpcds_q14/duckdb:vortex-file-compressed	200213548	199837650	1.00
tpcds_q15/duckdb:vortex-file-compressed	43239924	41880733	1.03
tpcds_q16/duckdb:vortex-file-compressed	29882105	31055813	0.96
tpcds_q17/duckdb:vortex-file-compressed	38852768	37958189	1.02
tpcds_q18/duckdb:vortex-file-compressed	48456701	45453043	1.07
tpcds_q19/duckdb:vortex-file-compressed 🚨	34867429	31530995	1.11
tpcds_q20/duckdb:vortex-file-compressed 🚨	17151911	15046388	1.14
tpcds_q21/duckdb:vortex-file-compressed	20491580	20379786	1.01
tpcds_q22/duckdb:vortex-file-compressed 🚨	117913132	106972251	1.10
tpcds_q23/duckdb:vortex-file-compressed 🚨	138638794	125793658	1.10
tpcds_q24/duckdb:vortex-file-compressed	59152801	54933986	1.08
tpcds_q25/duckdb:vortex-file-compressed	39288199	36855262	1.07
tpcds_q26/duckdb:vortex-file-compressed	40897360	38550816	1.06
tpcds_q27/duckdb:vortex-file-compressed	91590719	87911727	1.04
tpcds_q28/duckdb:vortex-file-compressed 🚨	63076474	37656177	1.68
tpcds_q29/duckdb:vortex-file-compressed 🚨	39851740	36165407	1.10
tpcds_q30/duckdb:vortex-file-compressed	30570245	29667752	1.03
tpcds_q31/duckdb:vortex-file-compressed	24596231	24977519	0.98
tpcds_q32/duckdb:vortex-file-compressed	17194134	16598049	1.04
tpcds_q33/duckdb:vortex-file-compressed	71780447	65683602	1.09
tpcds_q34/duckdb:vortex-file-compressed 🚨	20782344	18839827	1.10
tpcds_q35/duckdb:vortex-file-compressed	67744692	62677808	1.08
tpcds_q36/duckdb:vortex-file-compressed	28074656	27246040	1.03
tpcds_q37/duckdb:vortex-file-compressed	23685597	22589319	1.05
tpcds_q38/duckdb:vortex-file-compressed	36825360	36208351	1.02
tpcds_q39/duckdb:vortex-file-compressed	48227389	47238363	1.02
tpcds_q40/duckdb:vortex-file-compressed	24189854	23819100	1.02
tpcds_q41/duckdb:vortex-file-compressed 🚨	14472184	13031058	1.11
tpcds_q42/duckdb:vortex-file-compressed	12018655	11384570	1.06
tpcds_q43/duckdb:vortex-file-compressed	21187685	20351862	1.04
tpcds_q44/duckdb:vortex-file-compressed	26400790	24030629	1.10
tpcds_q45/duckdb:vortex-file-compressed	28424626	27311960	1.04
tpcds_q46/duckdb:vortex-file-compressed	49869518	46924237	1.06
tpcds_q47/duckdb:vortex-file-compressed	52691490	53289290	0.99
tpcds_q48/duckdb:vortex-file-compressed	31465325	33586051	0.94
tpcds_q49/duckdb:vortex-file-compressed	32155507	32662049	0.98
tpcds_q50/duckdb:vortex-file-compressed	36989399	38743322	0.95
tpcds_q51/duckdb:vortex-file-compressed 🚨	126056551	102691481	1.23
tpcds_q52/duckdb:vortex-file-compressed	12442482	12214393	1.02
tpcds_q53/duckdb:vortex-file-compressed	17551196	17988433	0.98
tpcds_q54/duckdb:vortex-file-compressed	51546659	48569909	1.06
tpcds_q55/duckdb:vortex-file-compressed 🚨	12375746	11021555	1.12
tpcds_q56/duckdb:vortex-file-compressed	68637364	62680374	1.10
tpcds_q57/duckdb:vortex-file-compressed	45108649	44452716	1.01
tpcds_q58/duckdb:vortex-file-compressed	35445886	33958461	1.04
tpcds_q59/duckdb:vortex-file-compressed	60034592	56548586	1.06
tpcds_q60/duckdb:vortex-file-compressed	74048595	68805493	1.08
tpcds_q61/duckdb:vortex-file-compressed 🚨	39520427	35676426	1.11
tpcds_q62/duckdb:vortex-file-compressed 🚀	19343940	21615598	0.89
tpcds_q63/duckdb:vortex-file-compressed 🚨	19772348	17641718	1.12
tpcds_q64/duckdb:vortex-file-compressed	84674724	80629223	1.05
tpcds_q65/duckdb:vortex-file-compressed	24712113	23372273	1.06
tpcds_q66/duckdb:vortex-file-compressed 🚨	61185728	54521008	1.12
tpcds_q67/duckdb:vortex-file-compressed	153300686	149661034	1.02
tpcds_q68/duckdb:vortex-file-compressed	41801120	41189683	1.01
tpcds_q69/duckdb:vortex-file-compressed	39970895	38299034	1.04
tpcds_q70/duckdb:vortex-file-compressed	26447519	24267304	1.09
tpcds_q71/duckdb:vortex-file-compressed 🚨	21574277	19231450	1.12
tpcds_q72/duckdb:vortex-file-compressed	181085145	179136030	1.01
tpcds_q73/duckdb:vortex-file-compressed	20364080	19115905	1.07
tpcds_q74/duckdb:vortex-file-compressed	52428440	50362499	1.04
tpcds_q75/duckdb:vortex-file-compressed	64171986	60468634	1.06
tpcds_q76/duckdb:vortex-file-compressed 🚨	62655376	56673280	1.11
tpcds_q77/duckdb:vortex-file-compressed	67846090	62038478	1.09
tpcds_q78/duckdb:vortex-file-compressed	83751349	76684646	1.09
tpcds_q79/duckdb:vortex-file-compressed 🚨	48095414	34235156	1.40
tpcds_q80/duckdb:vortex-file-compressed 🚨	103029379	90329886	1.14
tpcds_q81/duckdb:vortex-file-compressed	34756251	34251121	1.01
tpcds_q82/duckdb:vortex-file-compressed	23062980	22105247	1.04
tpcds_q83/duckdb:vortex-file-compressed	29395239	28226427	1.04
tpcds_q84/duckdb:vortex-file-compressed	19102136	17622547	1.08
tpcds_q85/duckdb:vortex-file-compressed	47826315	43649868	1.10
tpcds_q86/duckdb:vortex-file-compressed 🚨	18497300	16733739	1.11
tpcds_q87/duckdb:vortex-file-compressed	41259381	42777099	0.96
tpcds_q88/duckdb:vortex-file-compressed	42844233	39764308	1.08
tpcds_q89/duckdb:vortex-file-compressed	19031430	18400701	1.03
tpcds_q90/duckdb:vortex-file-compressed	15979646	15357095	1.04
tpcds_q91/duckdb:vortex-file-compressed	28871085	26291381	1.10
tpcds_q92/duckdb:vortex-file-compressed	14927439	14155086	1.05
tpcds_q93/duckdb:vortex-file-compressed	31488457	31260704	1.01
tpcds_q94/duckdb:vortex-file-compressed	23392021	22352102	1.05
tpcds_q95/duckdb:vortex-file-compressed 🚀	146364709	163035212	0.90
tpcds_q96/duckdb:vortex-file-compressed 🚨	19193873	17157024	1.12
tpcds_q97/duckdb:vortex-file-compressed	41084542	38654509	1.06
tpcds_q98/duckdb:vortex-file-compressed	19698271	18761139	1.05
tpcds_q99/duckdb:vortex-file-compressed	34134776	32943709	1.04

duckdb / vortex-compact (1.057x ➖, 0↑ 7↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact	35724985	34236124	1.04
tpcds_q02/duckdb:vortex-compact	128054282	123240400	1.04
tpcds_q03/duckdb:vortex-compact 🚨	172962270	51080756	3.39
tpcds_q04/duckdb:vortex-compact	126681253	126356050	1.00
tpcds_q05/duckdb:vortex-compact	185705104	170202013	1.09
tpcds_q06/duckdb:vortex-compact	43038782	40019765	1.08
tpcds_q07/duckdb:vortex-compact	39997184	37679216	1.06
tpcds_q08/duckdb:vortex-compact	29473813	28748600	1.03
tpcds_q09/duckdb:vortex-compact 🚨	138513404	109885928	1.26
tpcds_q10/duckdb:vortex-compact	50721698	49777834	1.02
tpcds_q11/duckdb:vortex-compact	81285402	83524128	0.97
tpcds_q12/duckdb:vortex-compact	21849999	20812784	1.05
tpcds_q13/duckdb:vortex-compact	55990084	54759641	1.02
tpcds_q14/duckdb:vortex-compact	298256772	282511632	1.06
tpcds_q15/duckdb:vortex-compact	47463898	45086264	1.05
tpcds_q16/duckdb:vortex-compact	39996970	37432140	1.07
tpcds_q17/duckdb:vortex-compact	54116706	50689622	1.07
tpcds_q18/duckdb:vortex-compact	68677002	64556938	1.06
tpcds_q19/duckdb:vortex-compact	42188691	41984516	1.00
tpcds_q20/duckdb:vortex-compact	21732915	21353969	1.02
tpcds_q21/duckdb:vortex-compact	28303435	27847925	1.02
tpcds_q22/duckdb:vortex-compact	123564078	116829744	1.06
tpcds_q23/duckdb:vortex-compact	183978070	172284946	1.07
tpcds_q24/duckdb:vortex-compact	81126183	75451789	1.08
tpcds_q25/duckdb:vortex-compact	53302463	52295081	1.02
tpcds_q26/duckdb:vortex-compact	51510453	53268454	0.97
tpcds_q27/duckdb:vortex-compact	148132979	142523041	1.04
tpcds_q28/duckdb:vortex-compact 🚨	132650725	106764392	1.24
tpcds_q29/duckdb:vortex-compact	53063001	51969467	1.02
tpcds_q30/duckdb:vortex-compact	36843087	34330162	1.07
tpcds_q31/duckdb:vortex-compact	31733270	31819310	1.00
tpcds_q32/duckdb:vortex-compact	24309165	24382463	1.00
tpcds_q33/duckdb:vortex-compact	148335524	147828729	1.00
tpcds_q34/duckdb:vortex-compact	30514478	30337989	1.01
tpcds_q35/duckdb:vortex-compact	75669865	71878068	1.05
tpcds_q36/duckdb:vortex-compact	35150358	34799862	1.01
tpcds_q37/duckdb:vortex-compact	32130248	30689394	1.05
tpcds_q38/duckdb:vortex-compact	41195362	39852703	1.03
tpcds_q39/duckdb:vortex-compact	56902884	53414723	1.07
tpcds_q40/duckdb:vortex-compact	32704728	31272387	1.05
tpcds_q41/duckdb:vortex-compact 🚨	18181596	16460805	1.10
tpcds_q42/duckdb:vortex-compact	14788135	15123844	0.98
tpcds_q43/duckdb:vortex-compact	25611750	24126280	1.06
tpcds_q44/duckdb:vortex-compact	35419319	35109435	1.01
tpcds_q45/duckdb:vortex-compact	35973759	33218644	1.08
tpcds_q46/duckdb:vortex-compact	64011451	60396872	1.06
tpcds_q47/duckdb:vortex-compact	57997044	54845531	1.06
tpcds_q48/duckdb:vortex-compact	47719602	45206021	1.06
tpcds_q49/duckdb:vortex-compact	50214129	46266151	1.09
tpcds_q50/duckdb:vortex-compact	59463231	54317199	1.09
tpcds_q51/duckdb:vortex-compact	108408002	106597664	1.02
tpcds_q52/duckdb:vortex-compact	15719131	15296464	1.03
tpcds_q53/duckdb:vortex-compact	23347737	23113985	1.01
tpcds_q54/duckdb:vortex-compact	91449698	88171212	1.04
tpcds_q55/duckdb:vortex-compact	14951946	16598849	0.90
tpcds_q56/duckdb:vortex-compact	149620410	142916364	1.05
tpcds_q57/duckdb:vortex-compact	51498490	51647749	1.00
tpcds_q58/duckdb:vortex-compact	40999202	40849507	1.00
tpcds_q59/duckdb:vortex-compact	71713102	67315980	1.07
tpcds_q60/duckdb:vortex-compact	152683479	148855746	1.03
tpcds_q61/duckdb:vortex-compact	54672030	55129036	0.99
tpcds_q62/duckdb:vortex-compact	22634657	22598058	1.00
tpcds_q63/duckdb:vortex-compact	24366144	23783941	1.02
tpcds_q64/duckdb:vortex-compact	112945527	107599915	1.05
tpcds_q65/duckdb:vortex-compact	29023681	28084514	1.03
tpcds_q66/duckdb:vortex-compact	103658590	100887913	1.03
tpcds_q67/duckdb:vortex-compact	162097440	150409667	1.08
tpcds_q68/duckdb:vortex-compact	59843072	57260467	1.05
tpcds_q69/duckdb:vortex-compact	51891339	48451996	1.07
tpcds_q70/duckdb:vortex-compact	29661110	29573894	1.00
tpcds_q71/duckdb:vortex-compact 🚨	29778485	25678317	1.16
tpcds_q72/duckdb:vortex-compact	205136283	197643932	1.04
tpcds_q73/duckdb:vortex-compact	29513716	29222236	1.01
tpcds_q74/duckdb:vortex-compact	62658700	59696191	1.05
tpcds_q75/duckdb:vortex-compact	72899092	68829295	1.06
tpcds_q76/duckdb:vortex-compact	140437853	137061938	1.02
tpcds_q77/duckdb:vortex-compact	144631388	135133315	1.07
tpcds_q78/duckdb:vortex-compact	93671337	87514453	1.07
tpcds_q79/duckdb:vortex-compact 🚨	73851244	61975250	1.19
tpcds_q80/duckdb:vortex-compact	177983455	169287460	1.05
tpcds_q81/duckdb:vortex-compact	41372757	39886532	1.04
tpcds_q82/duckdb:vortex-compact	32925144	32512144	1.01
tpcds_q83/duckdb:vortex-compact	47370367	44605983	1.06
tpcds_q84/duckdb:vortex-compact	22205246	20891071	1.06
tpcds_q85/duckdb:vortex-compact	62283557	61233498	1.02
tpcds_q86/duckdb:vortex-compact	20660810	19612413	1.05
tpcds_q87/duckdb:vortex-compact	43265945	44539550	0.97
tpcds_q88/duckdb:vortex-compact	46304443	43697743	1.06
tpcds_q89/duckdb:vortex-compact	24989564	24414132	1.02
tpcds_q90/duckdb:vortex-compact	17460934	15886431	1.10
tpcds_q91/duckdb:vortex-compact	47805163	44575710	1.07
tpcds_q92/duckdb:vortex-compact	20915395	21255038	0.98
tpcds_q93/duckdb:vortex-compact	40959189	38759104	1.06
tpcds_q94/duckdb:vortex-compact	28500141	26969232	1.06
tpcds_q95/duckdb:vortex-compact 🚨	166726104	147566319	1.13
tpcds_q96/duckdb:vortex-compact	18761786	18010992	1.04
tpcds_q97/duckdb:vortex-compact	45950291	44513043	1.03
tpcds_q98/duckdb:vortex-compact	24162838	22938592	1.05
tpcds_q99/duckdb:vortex-compact	36141722	35285949	1.02

duckdb / parquet (1.030x ➖, 1↑ 4↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	46493227	44922956	1.03
tpcds_q02/duckdb:parquet 🚨	62994295	57170748	1.10
tpcds_q03/duckdb:parquet	12409105	12075617	1.03
tpcds_q04/duckdb:parquet	129952179	126999080	1.02
tpcds_q05/duckdb:parquet	75085106	75310243	1.00
tpcds_q06/duckdb:parquet	29515772	27872602	1.06
tpcds_q07/duckdb:parquet	24329249	22881537	1.06
tpcds_q08/duckdb:parquet	28058226	27859620	1.01
tpcds_q09/duckdb:parquet	40654488	39237885	1.04
tpcds_q10/duckdb:parquet	35578996	36261892	0.98
tpcds_q11/duckdb:parquet	87966927	87018344	1.01
tpcds_q12/duckdb:parquet	15223274	14627613	1.04
tpcds_q13/duckdb:parquet	35298671	35175967	1.00
tpcds_q14/duckdb:parquet	163034155	167937456	0.97
tpcds_q15/duckdb:parquet	30719099	29779689	1.03
tpcds_q16/duckdb:parquet	22277634	21109919	1.06
tpcds_q17/duckdb:parquet	38564892	37740608	1.02
tpcds_q18/duckdb:parquet	45664791	46141532	0.99
tpcds_q19/duckdb:parquet	31207847	29225447	1.07
tpcds_q20/duckdb:parquet	15027044	15052774	1.00
tpcds_q21/duckdb:parquet 🚀	11209152	12504937	0.90
tpcds_q22/duckdb:parquet	71576768	66135867	1.08
tpcds_q23/duckdb:parquet	118517755	115624549	1.03
tpcds_q24/duckdb:parquet	46954663	44675621	1.05
tpcds_q25/duckdb:parquet	34597524	32520336	1.06
tpcds_q26/duckdb:parquet	36309161	36467058	1.00
tpcds_q27/duckdb:parquet	90188344	88564055	1.02
tpcds_q28/duckdb:parquet	37848687	37387664	1.01
tpcds_q29/duckdb:parquet	36381378	36202809	1.00
tpcds_q30/duckdb:parquet	40375044	39659546	1.02
tpcds_q31/duckdb:parquet	23938958	22613340	1.06
tpcds_q32/duckdb:parquet	11577506	11323134	1.02
tpcds_q33/duckdb:parquet	70752031	72869756	0.97
tpcds_q34/duckdb:parquet	21298171	20903785	1.02
tpcds_q35/duckdb:parquet	62454929	57775560	1.08
tpcds_q36/duckdb:parquet	20993425	20546067	1.02
tpcds_q37/duckdb:parquet	14030761	13907148	1.01
tpcds_q38/duckdb:parquet	34748373	32763361	1.06
tpcds_q39/duckdb:parquet	33560429	33308137	1.01
tpcds_q40/duckdb:parquet	18597779	17927351	1.04
tpcds_q41/duckdb:parquet	7775054	7766524	1.00
tpcds_q42/duckdb:parquet	10467622	9927464	1.05
tpcds_q43/duckdb:parquet	16235898	15899596	1.02
tpcds_q44/duckdb:parquet	21943153	21480995	1.02
tpcds_q45/duckdb:parquet	27311210	26215011	1.04
tpcds_q46/duckdb:parquet	46759825	44793767	1.04
tpcds_q47/duckdb:parquet	48259809	45993848	1.05
tpcds_q48/duckdb:parquet	31129671	30136861	1.03
tpcds_q49/duckdb:parquet	24474709	24078807	1.02
tpcds_q50/duckdb:parquet	25267572	24803459	1.02
tpcds_q51/duckdb:parquet	96969238	94994541	1.02
tpcds_q52/duckdb:parquet	11284270	10953691	1.03
tpcds_q53/duckdb:parquet	17221434	16404077	1.05
tpcds_q54/duckdb:parquet 🚨	41870933	38028825	1.10
tpcds_q55/duckdb:parquet 🚨	12365046	10721721	1.15
tpcds_q56/duckdb:parquet	69263866	69222256	1.00
tpcds_q57/duckdb:parquet	36122369	34493599	1.05
tpcds_q58/duckdb:parquet	21818539	21663624	1.01
tpcds_q59/duckdb:parquet	37230506	36977517	1.01
tpcds_q60/duckdb:parquet	74144738	73040219	1.02
tpcds_q61/duckdb:parquet	32813838	31183779	1.05
tpcds_q62/duckdb:parquet	12377855	11392656	1.09
tpcds_q63/duckdb:parquet	15911611	15486830	1.03
tpcds_q64/duckdb:parquet	75589476	73958913	1.02
tpcds_q65/duckdb:parquet	20403858	19696377	1.04
tpcds_q66/duckdb:parquet	63047008	60819474	1.04
tpcds_q67/duckdb:parquet	139047260	132613685	1.05
tpcds_q68/duckdb:parquet	38915664	37650549	1.03
tpcds_q69/duckdb:parquet	38089752	37589687	1.01
tpcds_q70/duckdb:parquet	19897578	19594118	1.02
tpcds_q71/duckdb:parquet	19424450	18757807	1.04
tpcds_q72/duckdb:parquet	164372217	164276954	1.00
tpcds_q73/duckdb:parquet	18717801	18358299	1.02
tpcds_q74/duckdb:parquet	52322511	48634813	1.08
tpcds_q75/duckdb:parquet	54638126	53617319	1.02
tpcds_q76/duckdb:parquet	69284772	74309839	0.93
tpcds_q77/duckdb:parquet	64639538	63932378	1.01
tpcds_q78/duckdb:parquet	74555740	72163303	1.03
tpcds_q79/duckdb:parquet	28270731	27414423	1.03
tpcds_q80/duckdb:parquet	88442428	83486974	1.06
tpcds_q81/duckdb:parquet	48186661	46762754	1.03
tpcds_q82/duckdb:parquet	15592014	15469958	1.01
tpcds_q83/duckdb:parquet 🚨	17869968	16230399	1.10
tpcds_q84/duckdb:parquet	19928079	19207299	1.04
tpcds_q85/duckdb:parquet	40662570	38274525	1.06
tpcds_q86/duckdb:parquet	12354863	12415217	1.00
tpcds_q87/duckdb:parquet	36891927	34915206	1.06
tpcds_q88/duckdb:parquet	30007201	29170587	1.03
tpcds_q89/duckdb:parquet	17962327	17159028	1.05
tpcds_q90/duckdb:parquet	7901216	7282668	1.08
tpcds_q91/duckdb:parquet	23554143	23725856	0.99
tpcds_q92/duckdb:parquet	11750452	11268054	1.04
tpcds_q93/duckdb:parquet	29678493	30598050	0.97
tpcds_q94/duckdb:parquet	16799120	16184272	1.04
tpcds_q95/duckdb:parquet	138011033	139762120	0.99
tpcds_q96/duckdb:parquet	9681927	9228443	1.05
tpcds_q97/duckdb:parquet	37102320	34297043	1.08
tpcds_q98/duckdb:parquet	18853572	18119291	1.04
tpcds_q99/duckdb:parquet	20371508	19787736	1.03

duckdb / duckdb (1.035x ➖, 1↑ 8↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	21465365	20106773	1.07
tpcds_q02/duckdb:duckdb 🚨	19912594	17972299	1.11
tpcds_q03/duckdb:duckdb	8771097	8005466	1.10
tpcds_q04/duckdb:duckdb	164789942	161416721	1.02
tpcds_q05/duckdb:duckdb	19225114	17977048	1.07
tpcds_q06/duckdb:duckdb	22720185	21939295	1.04
tpcds_q07/duckdb:duckdb	39191664	37978250	1.03
tpcds_q08/duckdb:duckdb	121065811	119515400	1.01
tpcds_q09/duckdb:duckdb	20235427	19910983	1.02
tpcds_q10/duckdb:duckdb	24843455	23438688	1.06
tpcds_q11/duckdb:duckdb	142819671	140413396	1.02
tpcds_q12/duckdb:duckdb	11788722	11871016	0.99
tpcds_q13/duckdb:duckdb	24642658	24439090	1.01
tpcds_q14/duckdb:duckdb	92932777	92043660	1.01
tpcds_q15/duckdb:duckdb	25389692	25524969	0.99
tpcds_q16/duckdb:duckdb	17539915	18625838	0.94
tpcds_q17/duckdb:duckdb	22580166	21983862	1.03
tpcds_q18/duckdb:duckdb	45914519	44125128	1.04
tpcds_q19/duckdb:duckdb	16624781	15718573	1.06
tpcds_q20/duckdb:duckdb	11472408	11482117	1.00
tpcds_q21/duckdb:duckdb	7044396	6870274	1.03
tpcds_q22/duckdb:duckdb	63367294	62068604	1.02
tpcds_q23/duckdb:duckdb	77961773	75016030	1.04
tpcds_q24/duckdb:duckdb	24331113	22260089	1.09
tpcds_q25/duckdb:duckdb	16781497	17833380	0.94
tpcds_q26/duckdb:duckdb	26743367	26542256	1.01
tpcds_q27/duckdb:duckdb	41802366	38737221	1.08
tpcds_q28/duckdb:duckdb	21235050	21600729	0.98
tpcds_q29/duckdb:duckdb	20458854	19907459	1.03
tpcds_q30/duckdb:duckdb	28801530	29276977	0.98
tpcds_q31/duckdb:duckdb	20630658	19704963	1.05
tpcds_q32/duckdb:duckdb	7056541	7074541	1.00
tpcds_q33/duckdb:duckdb 🚨	13390247	12116716	1.11
tpcds_q34/duckdb:duckdb 🚨	15441681	13924005	1.11
tpcds_q35/duckdb:duckdb	33970260	32633112	1.04
tpcds_q36/duckdb:duckdb	73326072	69428197	1.06
tpcds_q37/duckdb:duckdb	7582788	7851461	0.97
tpcds_q38/duckdb:duckdb	29556988	29104121	1.02
tpcds_q39/duckdb:duckdb	26166081	28704426	0.91
tpcds_q40/duckdb:duckdb	14588645	13879897	1.05
tpcds_q41/duckdb:duckdb 🚨	8608580	7644810	1.13
tpcds_q42/duckdb:duckdb	6759766	6327537	1.07
tpcds_q43/duckdb:duckdb	11338381	10741534	1.06
tpcds_q44/duckdb:duckdb	13943393	13308936	1.05
tpcds_q45/duckdb:duckdb	17033659	17197919	0.99
tpcds_q46/duckdb:duckdb	38104893	35854760	1.06
tpcds_q47/duckdb:duckdb	41634564	41222263	1.01
tpcds_q48/duckdb:duckdb	23477769	21715369	1.08
tpcds_q49/duckdb:duckdb	16329261	16402933	1.00
tpcds_q50/duckdb:duckdb	14944089	13866966	1.08
tpcds_q51/duckdb:duckdb	91816460	90248092	1.02
tpcds_q52/duckdb:duckdb	7383242	6991457	1.06
tpcds_q53/duckdb:duckdb	12019479	11542450	1.04
tpcds_q54/duckdb:duckdb	17020442	16621144	1.02
tpcds_q55/duckdb:duckdb	7105163	6636035	1.07
tpcds_q56/duckdb:duckdb 🚨	15061301	12776181	1.18
tpcds_q57/duckdb:duckdb 🚨	33996829	30788153	1.10
tpcds_q58/duckdb:duckdb	13233404	12736364	1.04
tpcds_q59/duckdb:duckdb	34723255	34232395	1.01
tpcds_q60/duckdb:duckdb	14858866	15458107	0.96
tpcds_q61/duckdb:duckdb	14508627	14539382	1.00
tpcds_q62/duckdb:duckdb	9528225	9020591	1.06
tpcds_q63/duckdb:duckdb	11756071	10755429	1.09
tpcds_q64/duckdb:duckdb	55059378	54602370	1.01
tpcds_q65/duckdb:duckdb	34573986	34506866	1.00
tpcds_q66/duckdb:duckdb	25636389	23449143	1.09
tpcds_q67/duckdb:duckdb	131970766	127879087	1.03
tpcds_q68/duckdb:duckdb	25515795	24255649	1.05
tpcds_q69/duckdb:duckdb	25149328	23426338	1.07
tpcds_q70/duckdb:duckdb	14696664	13820806	1.06
tpcds_q71/duckdb:duckdb	12685089	12973344	0.98
tpcds_q72/duckdb:duckdb	42972145	42446411	1.01
tpcds_q73/duckdb:duckdb	10916618	10761783	1.01
tpcds_q74/duckdb:duckdb	98930301	96583470	1.02
tpcds_q75/duckdb:duckdb	44463054	42243510	1.05
tpcds_q76/duckdb:duckdb	12228920	11611217	1.05
tpcds_q77/duckdb:duckdb	11830567	11533974	1.03
tpcds_q78/duckdb:duckdb	64507519	61744365	1.04
tpcds_q79/duckdb:duckdb	18477905	17786964	1.04
tpcds_q80/duckdb:duckdb	29741375	27281064	1.09
tpcds_q81/duckdb:duckdb	38266653	36602592	1.05
tpcds_q82/duckdb:duckdb	8392372	8141967	1.03
tpcds_q83/duckdb:duckdb	9490591	8884024	1.07
tpcds_q84/duckdb:duckdb	14088060	13692662	1.03
tpcds_q85/duckdb:duckdb	23947536	22819057	1.05
tpcds_q86/duckdb:duckdb	11008791	10296315	1.07
tpcds_q87/duckdb:duckdb 🚨	34941868	31244064	1.12
tpcds_q88/duckdb:duckdb	24187639	23763782	1.02
tpcds_q89/duckdb:duckdb	14201642	13579005	1.05
tpcds_q90/duckdb:duckdb	5706217	5355462	1.07
tpcds_q91/duckdb:duckdb	12737410	11596976	1.10
tpcds_q92/duckdb:duckdb	8707321	8510354	1.02
tpcds_q93/duckdb:duckdb 🚨	22451708	20250900	1.11
tpcds_q94/duckdb:duckdb	12323965	13449433	0.92
tpcds_q95/duckdb:duckdb 🚀	111450093	128123165	0.87
tpcds_q96/duckdb:duckdb	4556468	4435192	1.03
tpcds_q97/duckdb:duckdb	31048012	30009889	1.03
tpcds_q98/duckdb:duckdb	13525052	13036537	1.04
tpcds_q99/duckdb:duckdb	16802107	16596786	1.01

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+7.5%	+7.8%	-0.3%	+12.4%	➖ noise
1	datafusion:vortex-file-compressed	+49.4%	+7.8%	+38.6%	+17.0%	🚨 regression
1	duckdb:duckdb	+6.8%	+7.8%	-1.0%	+17.7%	➖ noise
1	duckdb:vortex-compact	+4.3%	+7.8%	-3.2%	+12.1%	➖ noise
1	duckdb:vortex-file-compressed	-1.6%	+7.8%	-8.8%	+15.7%	➖ noise
2	datafusion:vortex-compact	+7.2%	+6.8%	+0.3%	+10.8%	➖ noise
2	datafusion:vortex-file-compressed	+3.4%	+6.8%	-3.3%	+10.3%	➖ noise
2	duckdb:duckdb	+10.8%	+6.8%	+3.7%	+11.8%	➖ noise
2	duckdb:vortex-compact	+3.9%	+6.8%	-2.7%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	-2.7%	+6.8%	-9.0%	+13.0%	➖ noise
3	datafusion:vortex-compact	+9.0%	-1.7%	+10.9%	+13.3%	➖ noise
3	datafusion:vortex-file-compressed	+3.3%	-1.7%	+5.1%	+13.3%	➖ noise
3	duckdb:duckdb	+9.6%	-1.7%	+11.5%	+18.7%	➖ noise
3	duckdb:vortex-compact	+238.6%	-1.7%	+244.6%	+11.5%	🚨 regression
3	duckdb:vortex-file-compressed	+553.6%	-1.7%	+565.2%	+12.2%	🚨 regression
4	datafusion:vortex-compact	+12.4%	+2.8%	+9.4%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+8.9%	+2.8%	+6.0%	+10.0%	➖ noise
4	duckdb:duckdb	+2.1%	+2.8%	-0.7%	+10.0%	➖ noise
4	duckdb:vortex-compact	+0.3%	+2.8%	-2.4%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-7.0%	+2.8%	-9.5%	+10.0%	✅ faster
5	datafusion:vortex-compact	+1.6%	+1.6%	+0.0%	+10.7%	➖ noise
5	datafusion:vortex-file-compressed	+9.1%	+1.6%	+7.5%	+12.5%	➖ noise
5	duckdb:duckdb	+6.9%	+1.6%	+5.3%	+11.5%	➖ noise
5	duckdb:vortex-compact	+9.1%	+1.6%	+7.4%	+10.5%	➖ noise
5	duckdb:vortex-file-compressed	-0.5%	+1.6%	-2.1%	+16.0%	➖ noise
6	datafusion:vortex-compact	+3.6%	+4.8%	-1.2%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+7.4%	+4.8%	+2.4%	+10.0%	➖ noise
6	duckdb:duckdb	+3.6%	+4.8%	-1.2%	+15.2%	➖ noise
6	duckdb:vortex-compact	+7.5%	+4.8%	+2.6%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+6.0%	+4.8%	+1.1%	+10.0%	➖ noise
7	datafusion:vortex-compact	+7.5%	+7.2%	+0.2%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+14.9%	+7.2%	+7.2%	+10.0%	➖ noise
7	duckdb:duckdb	+3.2%	+7.2%	-3.7%	+17.4%	➖ noise
7	duckdb:vortex-compact	+6.2%	+7.2%	-1.0%	+12.5%	➖ noise
7	duckdb:vortex-file-compressed	+7.4%	+7.2%	+0.2%	+10.0%	➖ noise
8	datafusion:vortex-compact	+9.3%	+5.1%	+4.0%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	+10.2%	+5.1%	+4.9%	+10.0%	➖ noise
8	duckdb:duckdb	+1.3%	+5.1%	-3.6%	+10.0%	➖ noise
8	duckdb:vortex-compact	+2.5%	+5.1%	-2.5%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+9.1%	+5.1%	+3.8%	+10.0%	➖ noise
9	datafusion:vortex-compact	+293.0%	+3.6%	+279.5%	+10.0%	🚨 regression
9	datafusion:vortex-file-compressed	+655.5%	+3.6%	+629.5%	+10.0%	🚨 regression
9	duckdb:duckdb	+1.6%	+3.6%	-1.9%	+10.0%	➖ noise
9	duckdb:vortex-compact	+26.1%	+3.6%	+21.7%	+10.0%	🚨 regression
9	duckdb:vortex-file-compressed	+80.4%	+3.6%	+74.2%	+10.0%	🚨 regression
10	datafusion:vortex-compact	+12.6%	+2.6%	+9.6%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+27.6%	+2.6%	+24.3%	+10.0%	🚨 regression
10	duckdb:duckdb	+6.0%	+2.6%	+3.3%	+10.0%	➖ noise
10	duckdb:vortex-compact	+1.9%	+2.6%	-0.7%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+6.0%	+2.6%	+3.3%	+10.0%	➖ noise
11	datafusion:vortex-compact	+6.7%	+3.1%	+3.5%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+4.6%	+3.1%	+1.5%	+10.0%	➖ noise
11	duckdb:duckdb	+1.7%	+3.1%	-1.4%	+10.0%	➖ noise
11	duckdb:vortex-compact	-2.7%	+3.1%	-5.6%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+6.3%	+3.1%	+3.1%	+10.0%	➖ noise
12	datafusion:vortex-compact	+5.2%	+2.3%	+2.8%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	+7.2%	+2.3%	+4.7%	+10.0%	➖ noise
12	duckdb:duckdb	-0.7%	+2.3%	-3.0%	+12.3%	➖ noise
12	duckdb:vortex-compact	+5.0%	+2.3%	+2.6%	+15.3%	➖ noise
12	duckdb:vortex-file-compressed	+4.7%	+2.3%	+2.3%	+10.0%	➖ noise
13	datafusion:vortex-compact	+68.4%	-1.0%	+70.1%	+10.0%	🚨 regression
13	datafusion:vortex-file-compressed	+135.2%	-1.0%	+137.5%	+11.3%	🚨 regression
13	duckdb:duckdb	+0.8%	-1.0%	+1.8%	+10.0%	➖ noise
13	duckdb:vortex-compact	+2.2%	-1.0%	+3.3%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+3.6%	-1.0%	+4.6%	+10.0%	➖ noise
14	datafusion:vortex-compact	+20.2%	+0.7%	+19.4%	+10.0%	🚨 regression
14	datafusion:vortex-file-compressed	+25.3%	+0.7%	+24.5%	+10.0%	🚨 regression
14	duckdb:duckdb	+1.0%	+0.7%	+0.3%	+10.0%	➖ noise
14	duckdb:vortex-compact	+5.6%	+0.7%	+4.9%	+12.0%	➖ noise
14	duckdb:vortex-file-compressed	+0.2%	+0.7%	-0.5%	+10.0%	➖ noise
15	datafusion:vortex-compact	+5.8%	+2.9%	+2.8%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+6.2%	+2.9%	+3.2%	+10.0%	➖ noise
15	duckdb:duckdb	-0.5%	+2.9%	-3.4%	+15.6%	➖ noise
15	duckdb:vortex-compact	+5.3%	+2.9%	+2.3%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+3.2%	+2.9%	+0.3%	+11.0%	➖ noise
16	datafusion:vortex-compact	+28.2%	+5.1%	+22.0%	+10.0%	🚨 regression
16	datafusion:vortex-file-compressed	+48.5%	+5.1%	+41.3%	+10.0%	🚨 regression
16	duckdb:duckdb	-5.8%	+5.1%	-10.4%	+11.0%	✅ faster
16	duckdb:vortex-compact	+6.9%	+5.1%	+1.7%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-3.8%	+5.1%	-8.4%	+10.0%	➖ noise
17	datafusion:vortex-compact	+8.5%	+0.5%	+7.9%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+15.3%	+0.5%	+14.6%	+10.0%	🚨 regression
17	duckdb:duckdb	+2.7%	+0.5%	+2.2%	+13.5%	➖ noise
17	duckdb:vortex-compact	+6.8%	+0.5%	+6.2%	+10.8%	➖ noise
17	duckdb:vortex-file-compressed	+2.4%	+0.5%	+1.8%	+10.0%	➖ noise
18	datafusion:vortex-compact	+16.4%	+1.8%	+14.3%	+10.0%	🚨 regression
18	datafusion:vortex-file-compressed	+14.6%	+1.8%	+12.6%	+10.0%	🚨 regression
18	duckdb:duckdb	+4.1%	+1.8%	+2.2%	+10.7%	➖ noise
18	duckdb:vortex-compact	+6.4%	+1.8%	+4.5%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+6.6%	+1.8%	+4.7%	+10.0%	➖ noise
19	datafusion:vortex-compact	+6.2%	+4.0%	+2.1%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+8.8%	+4.0%	+4.6%	+10.0%	➖ noise
19	duckdb:duckdb	+5.8%	+4.0%	+1.7%	+12.2%	➖ noise
19	duckdb:vortex-compact	+0.5%	+4.0%	-3.4%	+10.0%	➖ noise
19	duckdb:vortex-file-compressed	+10.6%	+4.0%	+6.3%	+11.4%	➖ noise
20	datafusion:vortex-compact	+10.4%	+3.0%	+7.3%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	+11.5%	+3.0%	+8.3%	+10.9%	➖ noise
20	duckdb:duckdb	-0.1%	+3.0%	-2.9%	+10.6%	➖ noise
20	duckdb:vortex-compact	+1.8%	+3.0%	-1.1%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	+14.0%	+3.0%	+10.7%	+14.9%	➖ noise
21	datafusion:vortex-compact	-0.6%	+0.9%	-1.5%	+11.9%	➖ noise
21	datafusion:vortex-file-compressed	+0.6%	+0.9%	-0.3%	+12.4%	➖ noise
21	duckdb:duckdb	+2.5%	+0.9%	+1.6%	+23.4%	➖ noise
21	duckdb:vortex-compact	+1.6%	+0.9%	+0.7%	+13.9%	➖ noise
21	duckdb:vortex-file-compressed	+0.5%	+0.9%	-0.3%	+16.9%	➖ noise
22	datafusion:vortex-compact	+6.2%	+5.9%	+0.3%	+12.3%	➖ noise
22	datafusion:vortex-file-compressed	+8.1%	+5.9%	+2.0%	+13.7%	➖ noise
22	duckdb:duckdb	+2.1%	+5.9%	-3.6%	+13.0%	➖ noise
22	duckdb:vortex-compact	+5.8%	+5.9%	-0.2%	+12.8%	➖ noise
22	duckdb:vortex-file-compressed	+10.2%	+5.9%	+4.0%	+11.5%	➖ noise
23	datafusion:vortex-compact	+7.9%	+5.2%	+2.6%	+10.0%	➖ noise
23	datafusion:vortex-file-compressed	+13.0%	+5.2%	+7.5%	+10.0%	➖ noise
23	duckdb:duckdb	+3.9%	+5.2%	-1.2%	+16.0%	➖ noise
23	duckdb:vortex-compact	+6.8%	+5.2%	+1.6%	+12.5%	➖ noise
23	duckdb:vortex-file-compressed	+10.2%	+5.2%	+4.8%	+11.0%	➖ noise
24	datafusion:vortex-compact	-1.7%	+4.0%	-5.4%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	+5.8%	+4.0%	+1.8%	+10.0%	➖ noise
24	duckdb:duckdb	+9.3%	+4.0%	+5.1%	+10.0%	➖ noise
24	duckdb:vortex-compact	+7.5%	+4.0%	+3.4%	+10.0%	➖ noise
24	duckdb:vortex-file-compressed	+7.7%	+4.0%	+3.6%	+10.5%	➖ noise
25	datafusion:vortex-compact	+5.7%	+2.9%	+2.7%	+10.0%	➖ noise
25	datafusion:vortex-file-compressed	+10.8%	+2.9%	+7.7%	+10.0%	➖ noise
25	duckdb:duckdb	-5.9%	+2.9%	-8.6%	+12.2%	➖ noise
25	duckdb:vortex-compact	+1.9%	+2.9%	-1.0%	+10.8%	➖ noise
25	duckdb:vortex-file-compressed	+6.6%	+2.9%	+3.6%	+10.0%	➖ noise
26	datafusion:vortex-compact	+8.2%	+1.5%	+6.7%	+10.0%	➖ noise
26	datafusion:vortex-file-compressed	+5.0%	+1.5%	+3.5%	+10.2%	➖ noise
26	duckdb:duckdb	+0.8%	+1.5%	-0.7%	+10.0%	➖ noise
26	duckdb:vortex-compact	-3.3%	+1.5%	-4.7%	+12.7%	➖ noise
26	duckdb:vortex-file-compressed	+6.1%	+1.5%	+4.6%	+10.0%	➖ noise
27	datafusion:vortex-compact	+3.7%	+4.1%	-0.4%	+10.0%	➖ noise
27	datafusion:vortex-file-compressed	+8.5%	+4.1%	+4.2%	+10.0%	➖ noise
27	duckdb:duckdb	+7.9%	+4.1%	+3.6%	+18.7%	➖ noise
27	duckdb:vortex-compact	+3.9%	+4.1%	-0.2%	+10.0%	➖ noise
27	duckdb:vortex-file-compressed	+4.2%	+4.1%	+0.1%	+10.0%	➖ noise
28	datafusion:vortex-compact	+376.3%	+1.9%	+367.3%	+10.0%	🚨 regression
28	datafusion:vortex-file-compressed	+845.8%	+1.9%	+827.9%	+10.0%	🚨 regression
28	duckdb:duckdb	-1.7%	+1.9%	-3.5%	+22.6%	➖ noise
28	duckdb:vortex-compact	+24.2%	+1.9%	+21.9%	+10.0%	🚨 regression
28	duckdb:vortex-file-compressed	+67.5%	+1.9%	+64.3%	+10.0%	🚨 regression
29	datafusion:vortex-compact	+10.9%	-0.5%	+11.4%	+10.0%	🚨 regression
29	datafusion:vortex-file-compressed	+20.3%	-0.5%	+20.8%	+10.0%	🚨 regression
29	duckdb:duckdb	+2.8%	-0.5%	+3.3%	+10.0%	➖ noise
29	duckdb:vortex-compact	+2.1%	-0.5%	+2.6%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	+10.2%	-0.5%	+10.7%	+13.7%	➖ noise
30	datafusion:vortex-compact	-4.0%	+2.9%	-6.8%	+18.0%	➖ noise
30	datafusion:vortex-file-compressed	+0.6%	+2.9%	-2.3%	+10.4%	➖ noise
30	duckdb:duckdb	-1.6%	+2.9%	-4.4%	+10.0%	➖ noise
30	duckdb:vortex-compact	+7.3%	+2.9%	+4.3%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	+3.0%	+2.9%	+0.1%	+10.0%	➖ noise
31	datafusion:vortex-compact	+7.6%	+6.1%	+1.4%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+7.0%	+6.1%	+0.8%	+10.0%	➖ noise
31	duckdb:duckdb	+4.7%	+6.1%	-1.3%	+13.6%	➖ noise
31	duckdb:vortex-compact	-0.3%	+6.1%	-6.0%	+15.8%	➖ noise
31	duckdb:vortex-file-compressed	-1.5%	+6.1%	-7.2%	+10.0%	➖ noise
32	datafusion:vortex-compact	+23.7%	+4.4%	+18.5%	+13.9%	🚨 regression
32	datafusion:vortex-file-compressed	+39.9%	+4.4%	+34.1%	+12.7%	🚨 regression
32	duckdb:duckdb	-0.3%	+4.4%	-4.4%	+17.1%	➖ noise
32	duckdb:vortex-compact	-0.3%	+4.4%	-4.5%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	+3.6%	+4.4%	-0.7%	+12.6%	➖ noise
33	datafusion:vortex-compact	+17.3%	+2.0%	+15.0%	+10.0%	🚨 regression
33	datafusion:vortex-file-compressed	+24.4%	+2.0%	+21.9%	+10.8%	🚨 regression
33	duckdb:duckdb	+10.5%	+2.0%	+8.3%	+12.4%	➖ noise
33	duckdb:vortex-compact	+0.3%	+2.0%	-1.6%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	+9.3%	+2.0%	+7.1%	+10.6%	➖ noise
34	datafusion:vortex-compact	+4.7%	+7.1%	-2.3%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	+17.0%	+7.1%	+9.2%	+10.0%	➖ noise
34	duckdb:duckdb	+10.9%	+7.1%	+3.5%	+11.0%	➖ noise
34	duckdb:vortex-compact	+0.6%	+7.1%	-6.1%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	+10.3%	+7.1%	+3.0%	+12.9%	➖ noise
35	datafusion:vortex-compact	+16.1%	+8.3%	+7.1%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	+20.9%	+8.3%	+11.6%	+10.0%	🚨 regression
35	duckdb:duckdb	+4.1%	+8.3%	-3.9%	+11.1%	➖ noise
35	duckdb:vortex-compact	+5.3%	+8.3%	-2.8%	+10.3%	➖ noise
35	duckdb:vortex-file-compressed	+8.1%	+8.3%	-0.2%	+10.0%	➖ noise
36	datafusion:vortex-compact	+7.4%	+4.5%	+2.8%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	+3.8%	+4.5%	-0.7%	+10.0%	➖ noise
36	duckdb:duckdb	+5.6%	+4.5%	+1.1%	+10.0%	➖ noise
36	duckdb:vortex-compact	+1.0%	+4.5%	-3.3%	+10.0%	➖ noise
36	duckdb:vortex-file-compressed	+3.0%	+4.5%	-1.4%	+10.0%	➖ noise
37	datafusion:vortex-compact	+24.9%	+3.9%	+20.3%	+10.6%	🚨 regression
37	datafusion:vortex-file-compressed	+40.9%	+3.9%	+35.6%	+10.3%	🚨 regression
37	duckdb:duckdb	-3.4%	+3.9%	-7.0%	+17.4%	➖ noise
37	duckdb:vortex-compact	+4.7%	+3.9%	+0.8%	+10.0%	➖ noise
37	duckdb:vortex-file-compressed	+4.9%	+3.9%	+1.0%	+12.3%	➖ noise
38	datafusion:vortex-compact	+8.2%	+8.2%	+0.0%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	+7.3%	+8.2%	-0.8%	+10.0%	➖ noise
38	duckdb:duckdb	+1.6%	+8.2%	-6.1%	+12.2%	➖ noise
38	duckdb:vortex-compact	+3.4%	+8.2%	-4.5%	+10.7%	➖ noise
38	duckdb:vortex-file-compressed	+1.7%	+8.2%	-6.0%	+16.0%	➖ noise
39	datafusion:vortex-compact	+3.4%	+4.1%	-0.7%	+15.5%	➖ noise
39	datafusion:vortex-file-compressed	+4.6%	+4.1%	+0.5%	+16.2%	➖ noise
39	duckdb:duckdb	-8.8%	+4.1%	-12.4%	+24.5%	➖ noise
39	duckdb:vortex-compact	+6.5%	+4.1%	+2.3%	+11.7%	➖ noise
39	duckdb:vortex-file-compressed	+2.1%	+4.1%	-1.9%	+18.5%	➖ noise
40	datafusion:vortex-compact	+13.7%	+5.3%	+8.0%	+13.6%	➖ noise
40	datafusion:vortex-file-compressed	+25.7%	+5.3%	+19.4%	+10.5%	🚨 regression
40	duckdb:duckdb	+5.1%	+5.3%	-0.2%	+15.9%	➖ noise
40	duckdb:vortex-compact	+4.6%	+5.3%	-0.7%	+12.2%	➖ noise
40	duckdb:vortex-file-compressed	+1.6%	+5.3%	-3.6%	+15.3%	➖ noise
41	datafusion:vortex-compact	+16.0%	+1.2%	+14.6%	+18.1%	➖ noise
41	datafusion:vortex-file-compressed	+12.2%	+1.2%	+10.9%	+16.9%	➖ noise
41	duckdb:duckdb	+12.6%	+1.2%	+11.3%	+11.4%	➖ noise
41	duckdb:vortex-compact	+10.5%	+1.2%	+9.2%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	+11.1%	+1.2%	+9.8%	+10.0%	➖ noise
42	datafusion:vortex-compact	+19.8%	+7.4%	+11.6%	+18.1%	➖ noise
42	datafusion:vortex-file-compressed	+3.9%	+7.4%	-3.2%	+10.0%	➖ noise
42	duckdb:duckdb	+6.8%	+7.4%	-0.5%	+14.9%	➖ noise
42	duckdb:vortex-compact	-2.2%	+7.4%	-8.9%	+10.6%	➖ noise
42	duckdb:vortex-file-compressed	+5.6%	+7.4%	-1.7%	+18.3%	➖ noise
43	datafusion:vortex-compact	-1.6%	+2.8%	-4.2%	+10.3%	➖ noise
43	datafusion:vortex-file-compressed	+1.5%	+2.8%	-1.2%	+11.7%	➖ noise
43	duckdb:duckdb	+5.6%	+2.8%	+2.7%	+10.4%	➖ noise
43	duckdb:vortex-compact	+6.2%	+2.8%	+3.3%	+22.5%	➖ noise
43	duckdb:vortex-file-compressed	+4.1%	+2.8%	+1.3%	+10.0%	➖ noise
44	datafusion:vortex-compact	+35.9%	+5.1%	+29.3%	+12.2%	🚨 regression
44	datafusion:vortex-file-compressed	+101.6%	+5.1%	+91.8%	+12.9%	🚨 regression
44	duckdb:duckdb	+4.8%	+5.1%	-0.3%	+19.2%	➖ noise
44	duckdb:vortex-compact	+0.9%	+5.1%	-4.0%	+11.5%	➖ noise
44	duckdb:vortex-file-compressed	+9.9%	+5.1%	+4.5%	+13.9%	➖ noise
45	datafusion:vortex-compact	+7.7%	+3.6%	+3.9%	+10.0%	➖ noise
45	datafusion:vortex-file-compressed	+10.8%	+3.6%	+7.0%	+10.0%	➖ noise
45	duckdb:duckdb	-1.0%	+3.6%	-4.4%	+11.7%	➖ noise
45	duckdb:vortex-compact	+8.3%	+3.6%	+4.5%	+10.0%	➖ noise
45	duckdb:vortex-file-compressed	+4.1%	+3.6%	+0.4%	+10.0%	➖ noise
46	datafusion:vortex-compact	+8.9%	+2.0%	+6.8%	+10.0%	➖ noise
46	datafusion:vortex-file-compressed	+13.2%	+2.0%	+11.0%	+11.3%	➖ noise
46	duckdb:duckdb	+6.3%	+2.0%	+4.2%	+24.3%	➖ noise
46	duckdb:vortex-compact	+6.0%	+2.0%	+3.9%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	+6.3%	+2.0%	+4.2%	+10.0%	➖ noise
47	datafusion:vortex-compact	+3.4%	+4.9%	-1.4%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	+9.9%	+4.9%	+4.8%	+10.0%	➖ noise
47	duckdb:duckdb	+1.0%	+4.9%	-3.7%	+10.0%	➖ noise
47	duckdb:vortex-compact	+5.7%	+4.9%	+0.8%	+10.0%	➖ noise
47	duckdb:vortex-file-compressed	-1.1%	+4.9%	-5.8%	+11.9%	➖ noise
48	datafusion:vortex-compact	+77.6%	+4.6%	+69.7%	+14.2%	🚨 regression
48	datafusion:vortex-file-compressed	+130.2%	+4.6%	+120.1%	+11.7%	🚨 regression
48	duckdb:duckdb	+8.1%	+4.6%	+3.4%	+10.0%	➖ noise
48	duckdb:vortex-compact	+5.6%	+4.6%	+0.9%	+10.0%	➖ noise
48	duckdb:vortex-file-compressed	-6.3%	+4.6%	-10.4%	+10.0%	✅ faster
49	datafusion:vortex-compact	+98.7%	+3.5%	+91.9%	+10.0%	🚨 regression
49	datafusion:vortex-file-compressed	+136.5%	+3.5%	+128.4%	+10.1%	🚨 regression
49	duckdb:duckdb	-0.4%	+3.5%	-3.8%	+11.2%	➖ noise
49	duckdb:vortex-compact	+8.5%	+3.5%	+4.8%	+10.0%	➖ noise
49	duckdb:vortex-file-compressed	-1.6%	+3.5%	-4.9%	+11.0%	➖ noise
50	datafusion:vortex-compact	+3.8%	+3.8%	+0.1%	+10.0%	➖ noise
50	datafusion:vortex-file-compressed	+7.5%	+3.8%	+3.6%	+10.0%	➖ noise
50	duckdb:duckdb	+7.8%	+3.8%	+3.8%	+10.0%	➖ noise
50	duckdb:vortex-compact	+9.5%	+3.8%	+5.5%	+10.0%	➖ noise
50	duckdb:vortex-file-compressed	-4.5%	+3.8%	-8.0%	+10.0%	➖ noise
51	datafusion:vortex-compact	+23.1%	+5.6%	+16.5%	+10.0%	🚨 regression
51	datafusion:vortex-file-compressed	+20.9%	+5.6%	+14.4%	+12.1%	🚨 regression
51	duckdb:duckdb	+1.7%	+5.6%	-3.7%	+10.0%	➖ noise
51	duckdb:vortex-compact	+1.7%	+5.6%	-3.7%	+16.2%	➖ noise
51	duckdb:vortex-file-compressed	+22.8%	+5.6%	+16.2%	+19.1%	➖ noise
52	datafusion:vortex-compact	+12.8%	+5.0%	+7.4%	+12.2%	➖ noise
52	datafusion:vortex-file-compressed	+3.7%	+5.0%	-1.2%	+13.0%	➖ noise
52	duckdb:duckdb	+5.6%	+5.0%	+0.5%	+16.3%	➖ noise
52	duckdb:vortex-compact	+2.8%	+5.0%	-2.2%	+14.9%	➖ noise
52	duckdb:vortex-file-compressed	+1.9%	+5.0%	-3.0%	+17.8%	➖ noise
53	datafusion:vortex-compact	-0.1%	+5.4%	-5.3%	+14.7%	➖ noise
53	datafusion:vortex-file-compressed	+7.3%	+5.4%	+1.8%	+10.4%	➖ noise
53	duckdb:duckdb	+4.1%	+5.4%	-1.2%	+11.3%	➖ noise
53	duckdb:vortex-compact	+1.0%	+5.4%	-4.2%	+10.0%	➖ noise
53	duckdb:vortex-file-compressed	-2.4%	+5.4%	-7.5%	+11.8%	➖ noise
54	datafusion:vortex-compact	+19.2%	+6.2%	+12.2%	+10.0%	🚨 regression
54	datafusion:vortex-file-compressed	+33.3%	+6.2%	+25.5%	+10.0%	🚨 regression
54	duckdb:duckdb	+2.4%	+6.2%	-3.6%	+12.1%	➖ noise
54	duckdb:vortex-compact	+3.7%	+6.2%	-2.4%	+10.0%	➖ noise
54	duckdb:vortex-file-compressed	+6.1%	+6.2%	-0.1%	+11.3%	➖ noise
55	datafusion:vortex-compact	+4.9%	+15.2%	-8.9%	+14.8%	➖ noise
55	datafusion:vortex-file-compressed	+9.7%	+15.2%	-4.8%	+15.4%	➖ noise
55	duckdb:duckdb	+7.1%	+15.2%	-7.0%	+18.9%	➖ noise
55	duckdb:vortex-compact	-9.9%	+15.2%	-21.8%	+14.3%	✅ faster
55	duckdb:vortex-file-compressed	+12.3%	+15.2%	-2.5%	+16.2%	➖ noise
56	datafusion:vortex-compact	+19.7%	+1.5%	+17.9%	+10.0%	🚨 regression
56	datafusion:vortex-file-compressed	+14.9%	+1.5%	+13.2%	+15.2%	➖ noise
56	duckdb:duckdb	+17.9%	+1.5%	+16.2%	+16.2%	➖ noise
56	duckdb:vortex-compact	+4.7%	+1.5%	+3.2%	+10.0%	➖ noise
56	duckdb:vortex-file-compressed	+9.5%	+1.5%	+7.9%	+10.2%	➖ noise
57	datafusion:vortex-compact	+5.8%	+4.1%	+1.7%	+10.0%	➖ noise
57	datafusion:vortex-file-compressed	+9.0%	+4.1%	+4.7%	+10.0%	➖ noise
57	duckdb:duckdb	+10.4%	+4.1%	+6.1%	+11.6%	➖ noise
57	duckdb:vortex-compact	-0.3%	+4.1%	-4.2%	+16.1%	➖ noise
57	duckdb:vortex-file-compressed	+1.5%	+4.1%	-2.5%	+20.9%	➖ noise
58	datafusion:vortex-compact	+7.4%	+0.5%	+6.8%	+10.0%	➖ noise
58	datafusion:vortex-file-compressed	+7.0%	+0.5%	+6.5%	+10.0%	➖ noise
58	duckdb:duckdb	+3.9%	+0.5%	+3.4%	+15.9%	➖ noise
58	duckdb:vortex-compact	+0.4%	+0.5%	-0.1%	+13.4%	➖ noise
58	duckdb:vortex-file-compressed	+4.4%	+0.5%	+3.9%	+16.6%	➖ noise
59	datafusion:vortex-compact	+10.6%	-0.8%	+11.5%	+10.0%	🚨 regression
59	datafusion:vortex-file-compressed	+9.4%	-0.8%	+10.3%	+10.0%	🚨 regression
59	duckdb:duckdb	+1.4%	-0.8%	+2.3%	+10.0%	➖ noise
59	duckdb:vortex-compact	+6.5%	-0.8%	+7.4%	+11.4%	➖ noise
59	duckdb:vortex-file-compressed	+6.2%	-0.8%	+7.0%	+10.0%	➖ noise
60	datafusion:vortex-compact	+18.8%	+2.9%	+15.5%	+10.6%	🚨 regression
60	datafusion:vortex-file-compressed	+19.3%	+2.9%	+15.9%	+14.7%	🚨 regression
60	duckdb:duckdb	-3.9%	+2.9%	-6.6%	+28.7%	➖ noise
60	duckdb:vortex-compact	+2.6%	+2.9%	-0.3%	+10.0%	➖ noise
60	duckdb:vortex-file-compressed	+7.6%	+2.9%	+4.6%	+11.7%	➖ noise
61	datafusion:vortex-compact	+19.6%	+3.7%	+15.4%	+10.0%	🚨 regression
61	datafusion:vortex-file-compressed	+12.4%	+3.7%	+8.4%	+11.6%	➖ noise
61	duckdb:duckdb	-0.2%	+3.7%	-3.8%	+10.0%	➖ noise
61	duckdb:vortex-compact	-0.8%	+3.7%	-4.3%	+10.0%	➖ noise
61	duckdb:vortex-file-compressed	+10.8%	+3.7%	+6.8%	+13.2%	➖ noise
62	datafusion:vortex-compact	+4.9%	+6.9%	-1.8%	+15.0%	➖ noise
62	datafusion:vortex-file-compressed	+18.0%	+6.9%	+10.4%	+14.9%	➖ noise
62	duckdb:duckdb	+5.6%	+6.9%	-1.2%	+15.4%	➖ noise
62	duckdb:vortex-compact	+0.2%	+6.9%	-6.3%	+25.1%	➖ noise
62	duckdb:vortex-file-compressed	-10.5%	+6.9%	-16.3%	+21.7%	➖ noise
63	datafusion:vortex-compact	+10.6%	+3.2%	+7.1%	+10.0%	➖ noise
63	datafusion:vortex-file-compressed	+12.1%	+3.2%	+8.6%	+10.0%	➖ noise
63	duckdb:duckdb	+9.3%	+3.2%	+5.9%	+10.0%	➖ noise
63	duckdb:vortex-compact	+2.4%	+3.2%	-0.7%	+10.0%	➖ noise
63	duckdb:vortex-file-compressed	+12.1%	+3.2%	+8.6%	+10.0%	➖ noise
64	datafusion:vortex-compact	+6.2%	+2.0%	+4.1%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	+5.7%	+2.0%	+3.6%	+10.0%	➖ noise
64	duckdb:duckdb	+0.8%	+2.0%	-1.2%	+10.0%	➖ noise
64	duckdb:vortex-compact	+5.0%	+2.0%	+2.9%	+10.0%	➖ noise
64	duckdb:vortex-file-compressed	+5.0%	+2.0%	+2.9%	+10.0%	➖ noise
65	datafusion:vortex-compact	+24.9%	+2.6%	+21.8%	+10.0%	🚨 regression
65	datafusion:vortex-file-compressed	+32.3%	+2.6%	+29.0%	+10.0%	🚨 regression
65	duckdb:duckdb	+0.2%	+2.6%	-2.3%	+12.9%	➖ noise
65	duckdb:vortex-compact	+3.3%	+2.6%	+0.7%	+10.0%	➖ noise
65	duckdb:vortex-file-compressed	+5.7%	+2.6%	+3.1%	+20.6%	➖ noise
66	datafusion:vortex-compact	+6.7%	+2.9%	+3.7%	+15.2%	➖ noise
66	datafusion:vortex-file-compressed	+7.6%	+2.9%	+4.6%	+12.7%	➖ noise
66	duckdb:duckdb	+9.3%	+2.9%	+6.2%	+15.0%	➖ noise
66	duckdb:vortex-compact	+2.7%	+2.9%	-0.2%	+12.9%	➖ noise
66	duckdb:vortex-file-compressed	+12.2%	+2.9%	+9.0%	+15.9%	➖ noise
67	datafusion:vortex-compact	+5.4%	+7.2%	-1.7%	+10.0%	➖ noise
67	datafusion:vortex-file-compressed	+8.0%	+7.2%	+0.7%	+10.0%	➖ noise
67	duckdb:duckdb	+3.2%	+7.2%	-3.8%	+10.0%	➖ noise
67	duckdb:vortex-compact	+7.8%	+7.2%	+0.5%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	+2.4%	+7.2%	-4.5%	+10.0%	➖ noise
68	datafusion:vortex-compact	+11.9%	+3.1%	+8.6%	+10.0%	➖ noise
68	datafusion:vortex-file-compressed	+16.4%	+3.1%	+12.9%	+10.0%	🚨 regression
68	duckdb:duckdb	+5.2%	+3.1%	+2.1%	+10.0%	➖ noise
68	duckdb:vortex-compact	+4.5%	+3.1%	+1.4%	+10.0%	➖ noise
68	duckdb:vortex-file-compressed	+1.5%	+3.1%	-1.5%	+10.0%	➖ noise
69	datafusion:vortex-compact	+16.5%	+4.4%	+11.6%	+10.0%	🚨 regression
69	datafusion:vortex-file-compressed	+30.5%	+4.4%	+25.0%	+10.0%	🚨 regression
69	duckdb:duckdb	+7.4%	+4.4%	+2.9%	+10.0%	➖ noise
69	duckdb:vortex-compact	+7.1%	+4.4%	+2.6%	+10.0%	➖ noise
69	duckdb:vortex-file-compressed	+4.4%	+4.4%	-0.0%	+10.0%	➖ noise
70	datafusion:vortex-compact	+6.2%	+3.0%	+3.1%	+10.0%	➖ noise
70	datafusion:vortex-file-compressed	+3.7%	+3.0%	+0.7%	+10.0%	➖ noise
70	duckdb:duckdb	+6.3%	+3.0%	+3.3%	+13.2%	➖ noise
70	duckdb:vortex-compact	+0.3%	+3.0%	-2.6%	+10.0%	➖ noise
70	duckdb:vortex-file-compressed	+9.0%	+3.0%	+5.8%	+10.6%	➖ noise
71	datafusion:vortex-compact	+48.0%	+4.7%	+41.4%	+10.7%	🚨 regression
71	datafusion:vortex-file-compressed	+61.4%	+4.7%	+54.2%	+11.7%	🚨 regression
71	duckdb:duckdb	-2.2%	+4.7%	-6.6%	+16.7%	➖ noise
71	duckdb:vortex-compact	+16.0%	+4.7%	+10.8%	+14.2%	➖ noise
71	duckdb:vortex-file-compressed	+12.2%	+4.7%	+7.2%	+15.5%	➖ noise
72	datafusion:vortex-compact	+9.7%	+3.6%	+5.9%	+10.0%	➖ noise
72	datafusion:vortex-file-compressed	+11.9%	+3.6%	+8.0%	+10.0%	➖ noise
72	duckdb:duckdb	+1.2%	+3.6%	-2.2%	+15.0%	➖ noise
72	duckdb:vortex-compact	+3.8%	+3.6%	+0.2%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	+1.1%	+3.6%	-2.4%	+10.0%	➖ noise
73	datafusion:vortex-compact	+6.1%	+3.1%	+3.0%	+20.0%	➖ noise
73	datafusion:vortex-file-compressed	+9.9%	+3.1%	+6.7%	+23.5%	➖ noise
73	duckdb:duckdb	+1.4%	+3.1%	-1.6%	+13.1%	➖ noise
73	duckdb:vortex-compact	+1.0%	+3.1%	-2.0%	+10.0%	➖ noise
73	duckdb:vortex-file-compressed	+6.5%	+3.1%	+3.4%	+10.0%	➖ noise
74	datafusion:vortex-compact	+8.0%	+6.6%	+1.3%	+10.0%	➖ noise
74	datafusion:vortex-file-compressed	+6.5%	+6.6%	-0.1%	+10.0%	➖ noise
74	duckdb:duckdb	+2.4%	+6.6%	-3.9%	+10.0%	➖ noise
74	duckdb:vortex-compact	+5.0%	+6.6%	-1.5%	+10.0%	➖ noise
74	duckdb:vortex-file-compressed	+4.1%	+6.6%	-2.3%	+10.0%	➖ noise
75	datafusion:vortex-compact	+30.5%	+4.6%	+24.7%	+10.0%	🚨 regression
75	datafusion:vortex-file-compressed	+49.2%	+4.6%	+42.7%	+10.0%	🚨 regression
75	duckdb:duckdb	+5.3%	+4.6%	+0.6%	+10.0%	➖ noise
75	duckdb:vortex-compact	+5.9%	+4.6%	+1.3%	+10.0%	➖ noise
75	duckdb:vortex-file-compressed	+6.1%	+4.6%	+1.5%	+10.8%	➖ noise
76	datafusion:vortex-compact	+5.5%	-0.4%	+5.8%	+10.8%	➖ noise
76	datafusion:vortex-file-compressed	+9.2%	-0.4%	+9.6%	+11.7%	➖ noise
76	duckdb:duckdb	+5.3%	-0.4%	+5.7%	+16.2%	➖ noise
76	duckdb:vortex-compact	+2.5%	-0.4%	+2.8%	+10.9%	➖ noise
76	duckdb:vortex-file-compressed	+10.6%	-0.4%	+11.0%	+20.7%	➖ noise
77	datafusion:vortex-compact	+9.5%	+3.7%	+5.6%	+10.0%	➖ noise
77	datafusion:vortex-file-compressed	+28.7%	+3.7%	+24.1%	+10.0%	🚨 regression
77	duckdb:duckdb	+2.6%	+3.7%	-1.1%	+10.0%	➖ noise
77	duckdb:vortex-compact	+7.0%	+3.7%	+3.2%	+10.0%	➖ noise
77	duckdb:vortex-file-compressed	+9.4%	+3.7%	+5.4%	+13.7%	➖ noise
78	datafusion:vortex-compact	+25.8%	+4.0%	+21.0%	+10.0%	🚨 regression
78	datafusion:vortex-file-compressed	+28.7%	+4.0%	+23.8%	+10.0%	🚨 regression
78	duckdb:duckdb	+4.5%	+4.0%	+0.5%	+10.0%	➖ noise
78	duckdb:vortex-compact	+7.0%	+4.0%	+2.9%	+10.0%	➖ noise
78	duckdb:vortex-file-compressed	+9.2%	+4.0%	+5.0%	+10.0%	➖ noise
79	datafusion:vortex-compact	+20.7%	+7.5%	+12.3%	+10.0%	🚨 regression
79	datafusion:vortex-file-compressed	+21.6%	+7.5%	+13.0%	+10.0%	🚨 regression
79	duckdb:duckdb	+3.9%	+7.5%	-3.4%	+10.4%	➖ noise
79	duckdb:vortex-compact	+19.2%	+7.5%	+10.8%	+12.4%	➖ noise
79	duckdb:vortex-file-compressed	+40.5%	+7.5%	+30.6%	+12.4%	🚨 regression
80	datafusion:vortex-compact	+33.3%	+5.5%	+26.3%	+10.0%	🚨 regression
80	datafusion:vortex-file-compressed	+45.8%	+5.5%	+38.2%	+10.0%	🚨 regression
80	duckdb:duckdb	+9.0%	+5.5%	+3.3%	+12.3%	➖ noise
80	duckdb:vortex-compact	+5.1%	+5.5%	-0.3%	+10.0%	➖ noise
80	duckdb:vortex-file-compressed	+14.1%	+5.5%	+8.1%	+10.0%	➖ noise
81	datafusion:vortex-compact	+15.0%	+4.7%	+9.9%	+10.0%	➖ noise
81	datafusion:vortex-file-compressed	+12.1%	+4.7%	+7.1%	+12.9%	➖ noise
81	duckdb:duckdb	+4.5%	+4.7%	-0.1%	+10.7%	➖ noise
81	duckdb:vortex-compact	+3.7%	+4.7%	-0.9%	+12.1%	➖ noise
81	duckdb:vortex-file-compressed	+1.5%	+4.7%	-3.0%	+12.4%	➖ noise
82	datafusion:vortex-compact	+23.5%	+1.8%	+21.2%	+12.9%	🚨 regression
82	datafusion:vortex-file-compressed	+41.2%	+1.8%	+38.6%	+12.9%	🚨 regression
82	duckdb:duckdb	+3.1%	+1.8%	+1.2%	+14.6%	➖ noise
82	duckdb:vortex-compact	+1.3%	+1.8%	-0.6%	+10.0%	➖ noise
82	duckdb:vortex-file-compressed	+4.3%	+1.8%	+2.4%	+15.8%	➖ noise
83	datafusion:vortex-compact	+9.1%	+6.1%	+2.8%	+10.0%	➖ noise
83	datafusion:vortex-file-compressed	+10.5%	+6.1%	+4.1%	+10.0%	➖ noise
83	duckdb:duckdb	+6.8%	+6.1%	+0.7%	+14.7%	➖ noise
83	duckdb:vortex-compact	+6.2%	+6.1%	+0.1%	+10.0%	➖ noise
83	duckdb:vortex-file-compressed	+4.1%	+6.1%	-1.9%	+12.5%	➖ noise
84	datafusion:vortex-compact	+7.8%	+2.8%	+4.9%	+10.0%	➖ noise
84	datafusion:vortex-file-compressed	+26.3%	+2.8%	+22.9%	+11.7%	🚨 regression
84	duckdb:duckdb	+2.9%	+2.8%	+0.1%	+13.1%	➖ noise
84	duckdb:vortex-compact	+6.3%	+2.8%	+3.4%	+10.0%	➖ noise
84	duckdb:vortex-file-compressed	+8.4%	+2.8%	+5.4%	+10.6%	➖ noise
85	datafusion:vortex-compact	+63.4%	+4.2%	+56.9%	+10.0%	🚨 regression
85	datafusion:vortex-file-compressed	+72.6%	+4.2%	+65.7%	+10.0%	🚨 regression
85	duckdb:duckdb	+4.9%	+4.2%	+0.7%	+10.4%	➖ noise
85	duckdb:vortex-compact	+1.7%	+4.2%	-2.4%	+10.0%	➖ noise
85	duckdb:vortex-file-compressed	+9.6%	+4.2%	+5.2%	+10.0%	➖ noise
86	datafusion:vortex-compact	+3.6%	+3.9%	-0.3%	+11.1%	➖ noise
86	datafusion:vortex-file-compressed	+5.4%	+3.9%	+1.4%	+13.6%	➖ noise
86	duckdb:duckdb	+6.9%	+3.9%	+2.9%	+18.1%	➖ noise
86	duckdb:vortex-compact	+5.3%	+3.9%	+1.4%	+16.4%	➖ noise
86	duckdb:vortex-file-compressed	+10.5%	+3.9%	+6.4%	+20.4%	➖ noise
87	datafusion:vortex-compact	+4.9%	+4.6%	+0.3%	+10.0%	➖ noise
87	datafusion:vortex-file-compressed	+5.3%	+4.6%	+0.7%	+10.0%	➖ noise
87	duckdb:duckdb	+11.8%	+4.6%	+7.0%	+12.9%	➖ noise
87	duckdb:vortex-compact	-2.9%	+4.6%	-7.1%	+16.8%	➖ noise
87	duckdb:vortex-file-compressed	-3.5%	+4.6%	-7.8%	+10.6%	➖ noise
88	datafusion:vortex-compact	+21.3%	+3.4%	+17.3%	+10.0%	🚨 regression
88	datafusion:vortex-file-compressed	+34.5%	+3.4%	+30.1%	+12.5%	🚨 regression
88	duckdb:duckdb	+1.8%	+3.4%	-1.5%	+10.0%	➖ noise
88	duckdb:vortex-compact	+6.0%	+3.4%	+2.5%	+10.0%	➖ noise
88	duckdb:vortex-file-compressed	+7.7%	+3.4%	+4.2%	+10.0%	➖ noise
89	datafusion:vortex-compact	+9.6%	+8.8%	+0.7%	+11.4%	➖ noise
89	datafusion:vortex-file-compressed	+17.9%	+8.8%	+8.3%	+12.7%	➖ noise
89	duckdb:duckdb	+4.6%	+8.8%	-3.9%	+11.1%	➖ noise
89	duckdb:vortex-compact	+2.4%	+8.8%	-5.9%	+30.0%	➖ noise
89	duckdb:vortex-file-compressed	+3.4%	+8.8%	-5.0%	+10.7%	➖ noise
90	datafusion:vortex-compact	+40.8%	+7.9%	+30.5%	+10.0%	🚨 regression
90	datafusion:vortex-file-compressed	+63.3%	+7.9%	+51.3%	+10.0%	🚨 regression
90	duckdb:duckdb	+6.5%	+7.9%	-1.3%	+10.8%	➖ noise
90	duckdb:vortex-compact	+9.9%	+7.9%	+1.9%	+10.0%	➖ noise
90	duckdb:vortex-file-compressed	+4.1%	+7.9%	-3.6%	+11.8%	➖ noise
91	datafusion:vortex-compact	+10.1%	-0.4%	+10.6%	+10.4%	🚨 regression
91	datafusion:vortex-file-compressed	+7.5%	-0.4%	+8.0%	+10.0%	➖ noise
91	duckdb:duckdb	+9.8%	-0.4%	+10.3%	+12.7%	➖ noise
91	duckdb:vortex-compact	+7.2%	-0.4%	+7.7%	+10.0%	➖ noise
91	duckdb:vortex-file-compressed	+9.8%	-0.4%	+10.3%	+10.0%	🚨 regression
92	datafusion:vortex-compact	+44.2%	+7.7%	+33.9%	+10.0%	🚨 regression
92	datafusion:vortex-file-compressed	+44.7%	+7.7%	+34.4%	+10.0%	🚨 regression
92	duckdb:duckdb	+2.3%	+7.7%	-5.0%	+10.0%	➖ noise
92	duckdb:vortex-compact	-1.6%	+7.7%	-8.6%	+15.1%	➖ noise
92	duckdb:vortex-file-compressed	+5.5%	+7.7%	-2.1%	+10.0%	➖ noise
93	datafusion:vortex-compact	+26.4%	+2.9%	+22.9%	+10.0%	🚨 regression
93	datafusion:vortex-file-compressed	+42.2%	+2.9%	+38.2%	+13.5%	🚨 regression
93	duckdb:duckdb	+10.9%	+2.9%	+7.8%	+11.6%	➖ noise
93	duckdb:vortex-compact	+5.7%	+2.9%	+2.7%	+10.4%	➖ noise
93	duckdb:vortex-file-compressed	+0.7%	+2.9%	-2.1%	+10.0%	➖ noise
94	datafusion:vortex-compact	+40.9%	+3.6%	+36.0%	+10.0%	🚨 regression
94	datafusion:vortex-file-compressed	+52.6%	+3.6%	+47.4%	+10.0%	🚨 regression
94	duckdb:duckdb	-8.4%	+3.6%	-11.5%	+11.4%	✅ faster
94	duckdb:vortex-compact	+5.7%	+3.6%	+2.0%	+12.4%	➖ noise
94	duckdb:vortex-file-compressed	+4.7%	+3.6%	+1.0%	+10.0%	➖ noise
95	datafusion:vortex-compact	+20.0%	+1.4%	+18.4%	+11.5%	🚨 regression
95	datafusion:vortex-file-compressed	+20.0%	+1.4%	+18.4%	+12.0%	🚨 regression
95	duckdb:duckdb	-13.0%	+1.4%	-14.2%	+18.9%	➖ noise
95	duckdb:vortex-compact	+13.0%	+1.4%	+11.5%	+24.1%	➖ noise
95	duckdb:vortex-file-compressed	-10.2%	+1.4%	-11.4%	+15.4%	➖ noise
96	datafusion:vortex-compact	+14.4%	+7.8%	+6.1%	+13.8%	➖ noise
96	datafusion:vortex-file-compressed	+32.6%	+7.8%	+23.0%	+17.0%	🚨 regression
96	duckdb:duckdb	+2.7%	+7.8%	-4.7%	+14.3%	➖ noise
96	duckdb:vortex-compact	+4.2%	+7.8%	-3.3%	+17.3%	➖ noise
96	duckdb:vortex-file-compressed	+11.9%	+7.8%	+3.8%	+11.2%	➖ noise
97	datafusion:vortex-compact	+33.4%	+4.9%	+27.2%	+10.0%	🚨 regression
97	datafusion:vortex-file-compressed	+43.6%	+4.9%	+36.9%	+10.0%	🚨 regression
97	duckdb:duckdb	+3.5%	+4.9%	-1.4%	+15.0%	➖ noise
97	duckdb:vortex-compact	+3.2%	+4.9%	-1.6%	+11.1%	➖ noise
97	duckdb:vortex-file-compressed	+6.3%	+4.9%	+1.3%	+10.0%	➖ noise
98	datafusion:vortex-compact	+8.6%	+4.1%	+4.4%	+10.0%	➖ noise
98	datafusion:vortex-file-compressed	+6.1%	+4.1%	+2.0%	+10.2%	➖ noise
98	duckdb:duckdb	+3.7%	+4.1%	-0.3%	+12.8%	➖ noise
98	duckdb:vortex-compact	+5.3%	+4.1%	+1.2%	+10.2%	➖ noise
98	duckdb:vortex-file-compressed	+5.0%	+4.1%	+0.9%	+10.0%	➖ noise
99	datafusion:vortex-compact	+3.5%	+2.5%	+1.0%	+13.5%	➖ noise
99	datafusion:vortex-file-compressed	+5.2%	+2.5%	+2.6%	+12.8%	➖ noise
99	duckdb:duckdb	+1.2%	+2.5%	-1.2%	+34.2%	➖ noise
99	duckdb:vortex-compact	+2.4%	+2.5%	-0.1%	+20.0%	➖ noise
99	duckdb:vortex-file-compressed	+3.6%	+2.5%	+1.1%	+34.5%	➖ noise

github-actions · 2026-03-19T17:17:04Z

Benchmarks: TPC-H SF=10 on S3

Verdict: No clear signal (environment too noisy confidence)
Attributed Vortex impact: -4.8%
Vortex (geomean): 0.960x ➖
Parquet (geomean): 1.008x ➖
Shifts: Parquet (control) +0.8% · Median polish -4.0%

datafusion / vortex-file-compressed (0.938x ➖, 1↑ 0↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	807463806	743600746	1.09
tpch_q02/datafusion:vortex-file-compressed	832676361	935624304	0.89
tpch_q03/datafusion:vortex-file-compressed	964687959	809927073	1.19
tpch_q04/datafusion:vortex-file-compressed	748186594	661338054	1.13
tpch_q05/datafusion:vortex-file-compressed	1022228875	1017257069	1.00
tpch_q06/datafusion:vortex-file-compressed	725754390	610077907	1.19
tpch_q07/datafusion:vortex-file-compressed	1211228053	1118572575	1.08
tpch_q08/datafusion:vortex-file-compressed	1228328557	1195271097	1.03
tpch_q09/datafusion:vortex-file-compressed	1419338663	1597578537	0.89
tpch_q10/datafusion:vortex-file-compressed	1025500107	1215438753	0.84
tpch_q11/datafusion:vortex-file-compressed	481620152	560159347	0.86
tpch_q12/datafusion:vortex-file-compressed	904363163	998815336	0.91
tpch_q13/datafusion:vortex-file-compressed	559285641	473328328	1.18
tpch_q14/datafusion:vortex-file-compressed	566498410	642843858	0.88
tpch_q15/datafusion:vortex-file-compressed	1165275445	1380146608	0.84
tpch_q16/datafusion:vortex-file-compressed 🚀	351926776	710825371	0.50
tpch_q17/datafusion:vortex-file-compressed	1253982527	1396073479	0.90
tpch_q18/datafusion:vortex-file-compressed	1351859006	1656004906	0.82
tpch_q19/datafusion:vortex-file-compressed	806572401	833982589	0.97
tpch_q20/datafusion:vortex-file-compressed	1021794806	1043613635	0.98
tpch_q21/datafusion:vortex-file-compressed	1838213997	1769332838	1.04
tpch_q22/datafusion:vortex-file-compressed	414644888	537267672	0.77

datafusion / vortex-compact (1.009x ➖, 1↑ 0↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	874168788	734555817	1.19
tpch_q02/datafusion:vortex-compact	1094250406	1140598521	0.96
tpch_q03/datafusion:vortex-compact	885258158	952304142	0.93
tpch_q04/datafusion:vortex-compact	743702351	622499809	1.19
tpch_q05/datafusion:vortex-compact	964508892	1047441486	0.92
tpch_q06/datafusion:vortex-compact	605715617	641410594	0.94
tpch_q07/datafusion:vortex-compact	1122958001	1125581672	1.00
tpch_q08/datafusion:vortex-compact	1123576129	1171290955	0.96
tpch_q09/datafusion:vortex-compact	1320616057	1398345668	0.94
tpch_q10/datafusion:vortex-compact	973684016	917144074	1.06
tpch_q11/datafusion:vortex-compact	413113251	419795510	0.98
tpch_q12/datafusion:vortex-compact	1052561852	917585113	1.15
tpch_q13/datafusion:vortex-compact	521501034	421183544	1.24
tpch_q14/datafusion:vortex-compact	641581517	745480809	0.86
tpch_q15/datafusion:vortex-compact	1089386680	1083694050	1.01
tpch_q16/datafusion:vortex-compact 🚀	321620533	560075744	0.57
tpch_q17/datafusion:vortex-compact	1205227163	1218392106	0.99
tpch_q18/datafusion:vortex-compact	1234259070	1246473604	0.99
tpch_q19/datafusion:vortex-compact	761601391	691713377	1.10
tpch_q20/datafusion:vortex-compact	969647400	889324998	1.09
tpch_q21/datafusion:vortex-compact	1833059804	1426210337	1.29
tpch_q22/datafusion:vortex-compact	394446883	356287566	1.11

datafusion / parquet (1.098x ➖, 0↑ 2↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet	896346405	894475831	1.00
tpch_q02/datafusion:parquet	717411074	758604113	0.95
tpch_q03/datafusion:parquet	1011201493	1131541936	0.89
tpch_q04/datafusion:parquet	500084993	498310026	1.00
tpch_q05/datafusion:parquet	1268645634	1285092319	0.99
tpch_q06/datafusion:parquet	542987350	513283443	1.06
tpch_q07/datafusion:parquet	1543127909	1475599163	1.05
tpch_q08/datafusion:parquet	2009906212	1704189641	1.18
tpch_q09/datafusion:parquet	2246266729	1903060412	1.18
tpch_q10/datafusion:parquet 🚨	3059226266	2047766149	1.49
tpch_q11/datafusion:parquet 🚨	974516214	624944889	1.56
tpch_q12/datafusion:parquet	822578408	701451165	1.17
tpch_q13/datafusion:parquet	775648491	710322701	1.09
tpch_q14/datafusion:parquet	946644737	869464823	1.09
tpch_q15/datafusion:parquet	1269133023	1203622624	1.05
tpch_q16/datafusion:parquet	475896335	387368142	1.23
tpch_q17/datafusion:parquet	1508442046	1393900881	1.08
tpch_q18/datafusion:parquet	1840534173	1631498229	1.13
tpch_q19/datafusion:parquet	982231896	1063065819	0.92
tpch_q20/datafusion:parquet	1207729464	1135936415	1.06
tpch_q21/datafusion:parquet	1785250764	1693849771	1.05
tpch_q22/datafusion:parquet	749595664	655873832	1.14

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

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	592694914	646391727	0.92
tpch_q02/duckdb:vortex-file-compressed	1245273306	1136422020	1.10
tpch_q03/duckdb:vortex-file-compressed	920461255	992553939	0.93
tpch_q04/duckdb:vortex-file-compressed	660698413	793819527	0.83
tpch_q05/duckdb:vortex-file-compressed	1283840953	1169900468	1.10
tpch_q06/duckdb:vortex-file-compressed	964325461	775054756	1.24
tpch_q07/duckdb:vortex-file-compressed	1189785172	1178830293	1.01
tpch_q08/duckdb:vortex-file-compressed	1400568663	1511918827	0.93
tpch_q09/duckdb:vortex-file-compressed	1545672428	1586918864	0.97
tpch_q10/duckdb:vortex-file-compressed	1301102085	1217203826	1.07
tpch_q11/duckdb:vortex-file-compressed	576344843	641934480	0.90
tpch_q12/duckdb:vortex-file-compressed	763875012	778845943	0.98
tpch_q13/duckdb:vortex-file-compressed	1073682509	988641404	1.09
tpch_q14/duckdb:vortex-file-compressed	940963749	855503410	1.10
tpch_q15/duckdb:vortex-file-compressed	631424974	618962307	1.02
tpch_q16/duckdb:vortex-file-compressed	415583361	532609481	0.78
tpch_q17/duckdb:vortex-file-compressed	995175266	1040889057	0.96
tpch_q18/duckdb:vortex-file-compressed	880003079	880415608	1.00
tpch_q19/duckdb:vortex-file-compressed	809910185	799539635	1.01
tpch_q20/duckdb:vortex-file-compressed	1343320379	1243211344	1.08
tpch_q21/duckdb:vortex-file-compressed	1860662613	2175791982	0.86
tpch_q22/duckdb:vortex-file-compressed	528367805	595231250	0.89

duckdb / vortex-compact (0.913x ➖, 0↑ 0↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	618011104	589027904	1.05
tpch_q02/duckdb:vortex-compact	1138370394	1163874150	0.98
tpch_q03/duckdb:vortex-compact	860100767	1102815839	0.78
tpch_q04/duckdb:vortex-compact	431138827	551343017	0.78
tpch_q05/duckdb:vortex-compact	991523241	1139573206	0.87
tpch_q06/duckdb:vortex-compact	733743047	922129470	0.80
tpch_q07/duckdb:vortex-compact	1008235090	1110781660	0.91
tpch_q08/duckdb:vortex-compact	1260603021	1507512586	0.84
tpch_q09/duckdb:vortex-compact	1309492405	1384472568	0.95
tpch_q10/duckdb:vortex-compact	1168028799	1323650038	0.88
tpch_q11/duckdb:vortex-compact	705850670	762853049	0.93
tpch_q12/duckdb:vortex-compact	665229950	639736582	1.04
tpch_q13/duckdb:vortex-compact	823564887	971833594	0.85
tpch_q14/duckdb:vortex-compact	920994171	865712619	1.06
tpch_q15/duckdb:vortex-compact	536055951	604046368	0.89
tpch_q16/duckdb:vortex-compact	423772254	502407142	0.84
tpch_q17/duckdb:vortex-compact	871928061	918846067	0.95
tpch_q18/duckdb:vortex-compact	671139303	709101140	0.95
tpch_q19/duckdb:vortex-compact	763540745	809310755	0.94
tpch_q20/duckdb:vortex-compact	1177943586	1307779788	0.90
tpch_q21/duckdb:vortex-compact	1783882361	1664788146	1.07
tpch_q22/duckdb:vortex-compact	649414165	703911164	0.92

duckdb / parquet (0.925x ➖, 0↑ 0↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	981686636	1009549464	0.97
tpch_q02/duckdb:parquet	1582158159	1670377194	0.95
tpch_q03/duckdb:parquet	1724529527	1621673799	1.06
tpch_q04/duckdb:parquet	988322544	1185829517	0.83
tpch_q05/duckdb:parquet	2047155861	2177094568	0.94
tpch_q06/duckdb:parquet	637002209	731867168	0.87
tpch_q07/duckdb:parquet	1675082369	1693780377	0.99
tpch_q08/duckdb:parquet	2430201775	2779941320	0.87
tpch_q09/duckdb:parquet	2191928717	2291000562	0.96
tpch_q10/duckdb:parquet	2997463418	3410836694	0.88
tpch_q11/duckdb:parquet	1053108111	1082069713	0.97
tpch_q12/duckdb:parquet	983664850	1088187650	0.90
tpch_q13/duckdb:parquet	1235001427	1502047982	0.82
tpch_q14/duckdb:parquet	1156371854	1568687443	0.74
tpch_q15/duckdb:parquet	916263805	900307679	1.02
tpch_q16/duckdb:parquet	827292974	767537410	1.08
tpch_q17/duckdb:parquet	1296314631	1328126828	0.98
tpch_q18/duckdb:parquet	1466782599	1503515221	0.98
tpch_q19/duckdb:parquet	1531416847	1920833020	0.80
tpch_q20/duckdb:parquet	1719209362	1872426651	0.92
tpch_q21/duckdb:parquet	1823216668	1929038593	0.95
tpch_q22/duckdb:parquet	1115939726	1151200914	0.97

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+19.0%	-1.3%	+20.6%	+85.7%	➖ noise
1	datafusion:vortex-file-compressed	+8.6%	-1.3%	+10.0%	+82.3%	➖ noise
1	duckdb:vortex-compact	+4.9%	-1.3%	+6.3%	+43.7%	➖ noise
1	duckdb:vortex-file-compressed	-8.3%	-1.3%	-7.1%	+30.4%	➖ noise
2	datafusion:vortex-compact	-4.1%	-5.4%	+1.4%	+57.6%	➖ noise
2	datafusion:vortex-file-compressed	-11.0%	-5.4%	-6.0%	+68.8%	➖ noise
2	duckdb:vortex-compact	-2.2%	-5.4%	+3.3%	+46.8%	➖ noise
2	duckdb:vortex-file-compressed	+9.6%	-5.4%	+15.8%	+43.7%	➖ noise
3	datafusion:vortex-compact	-7.0%	-2.5%	-4.6%	+101.8%	➖ noise
3	datafusion:vortex-file-compressed	+19.1%	-2.5%	+22.2%	+97.6%	➖ noise
3	duckdb:vortex-compact	-22.0%	-2.5%	-20.0%	+63.9%	➖ noise
3	duckdb:vortex-file-compressed	-7.3%	-2.5%	-4.9%	+52.0%	➖ noise
4	datafusion:vortex-compact	+19.5%	-8.5%	+30.6%	+30.0%	🚨 regression
4	datafusion:vortex-file-compressed	+13.1%	-8.5%	+23.7%	+30.0%	➖ noise
4	duckdb:vortex-compact	-21.8%	-8.5%	-14.5%	+49.3%	➖ noise
4	duckdb:vortex-file-compressed	-16.8%	-8.5%	-9.0%	+48.9%	➖ noise
5	datafusion:vortex-compact	-7.9%	-3.7%	-4.4%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	+0.5%	-3.7%	+4.3%	+30.0%	➖ noise
5	duckdb:vortex-compact	-13.0%	-3.7%	-9.7%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	+9.7%	-3.7%	+13.9%	+50.5%	➖ noise
6	datafusion:vortex-compact	-5.6%	-4.0%	-1.6%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	+19.0%	-4.0%	+24.0%	+30.0%	➖ noise
6	duckdb:vortex-compact	-20.4%	-4.0%	-17.1%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	+24.4%	-4.0%	+29.7%	+30.0%	➖ noise
7	datafusion:vortex-compact	-0.2%	+1.7%	-1.9%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	+8.3%	+1.7%	+6.5%	+30.0%	➖ noise
7	duckdb:vortex-compact	-9.2%	+1.7%	-10.7%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	+0.9%	+1.7%	-0.8%	+30.0%	➖ noise
8	datafusion:vortex-compact	-4.1%	+1.5%	-5.5%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	+2.8%	+1.5%	+1.2%	+30.0%	➖ noise
8	duckdb:vortex-compact	-16.4%	+1.5%	-17.6%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-7.4%	+1.5%	-8.8%	+30.0%	➖ noise
9	datafusion:vortex-compact	-5.6%	+6.3%	-11.1%	+30.0%	➖ noise
9	datafusion:vortex-file-compressed	-11.2%	+6.3%	-16.4%	+30.0%	➖ noise
9	duckdb:vortex-compact	-5.4%	+6.3%	-11.0%	+30.0%	➖ noise
9	duckdb:vortex-file-compressed	-2.6%	+6.3%	-8.3%	+30.0%	➖ noise
10	datafusion:vortex-compact	+6.2%	+14.6%	-7.3%	+31.5%	➖ noise
10	datafusion:vortex-file-compressed	-15.6%	+14.6%	-26.4%	+50.0%	➖ noise
10	duckdb:vortex-compact	-11.8%	+14.6%	-23.0%	+52.3%	➖ noise
10	duckdb:vortex-file-compressed	+6.9%	+14.6%	-6.7%	+40.2%	➖ noise
11	datafusion:vortex-compact	-1.6%	+23.2%	-20.1%	+55.5%	➖ noise
11	datafusion:vortex-file-compressed	-14.0%	+23.2%	-30.2%	+42.6%	✅ faster
11	duckdb:vortex-compact	-7.5%	+23.2%	-24.9%	+30.0%	✅ faster
11	duckdb:vortex-file-compressed	-10.2%	+23.2%	-27.1%	+30.0%	✅ faster
12	datafusion:vortex-compact	+14.7%	+3.0%	+11.4%	+45.7%	➖ noise
12	datafusion:vortex-file-compressed	-9.5%	+3.0%	-12.1%	+40.0%	➖ noise
12	duckdb:vortex-compact	+4.0%	+3.0%	+1.0%	+37.3%	➖ noise
12	duckdb:vortex-file-compressed	-1.9%	+3.0%	-4.7%	+35.6%	➖ noise
13	datafusion:vortex-compact	+23.8%	-5.2%	+30.7%	+38.0%	➖ noise
13	datafusion:vortex-file-compressed	+18.2%	-5.2%	+24.7%	+42.1%	➖ noise
13	duckdb:vortex-compact	-15.3%	-5.2%	-10.6%	+68.6%	➖ noise
13	duckdb:vortex-file-compressed	+8.6%	-5.2%	+14.6%	+77.7%	➖ noise
14	datafusion:vortex-compact	-13.9%	-10.4%	-3.9%	+30.0%	➖ noise
14	datafusion:vortex-file-compressed	-11.9%	-10.4%	-1.6%	+30.0%	➖ noise
14	duckdb:vortex-compact	+6.4%	-10.4%	+18.8%	+47.0%	➖ noise
14	duckdb:vortex-file-compressed	+10.0%	-10.4%	+22.8%	+30.0%	➖ noise
15	datafusion:vortex-compact	+0.5%	+3.6%	-3.0%	+58.0%	➖ noise
15	datafusion:vortex-file-compressed	-15.6%	+3.6%	-18.5%	+55.6%	➖ noise
15	duckdb:vortex-compact	-11.3%	+3.6%	-14.3%	+57.6%	➖ noise
15	duckdb:vortex-file-compressed	+2.0%	+3.6%	-1.5%	+61.7%	➖ noise
16	datafusion:vortex-compact	-42.6%	+15.1%	-50.1%	+42.4%	✅ faster
16	datafusion:vortex-file-compressed	-50.5%	+15.1%	-57.0%	+54.6%	✅ faster
16	duckdb:vortex-compact	-15.7%	+15.1%	-26.7%	+30.0%	✅ faster
16	duckdb:vortex-file-compressed	-22.0%	+15.1%	-32.2%	+34.7%	✅ faster
17	datafusion:vortex-compact	-1.1%	+2.8%	-3.8%	+30.0%	➖ noise
17	datafusion:vortex-file-compressed	-10.2%	+2.8%	-12.6%	+30.0%	➖ noise
17	duckdb:vortex-compact	-5.1%	+2.8%	-7.7%	+30.0%	➖ noise
17	duckdb:vortex-file-compressed	-4.4%	+2.8%	-7.0%	+30.0%	➖ noise
18	datafusion:vortex-compact	-1.0%	+4.9%	-5.6%	+30.0%	➖ noise
18	datafusion:vortex-file-compressed	-18.4%	+4.9%	-22.2%	+30.0%	➖ noise
18	duckdb:vortex-compact	-5.4%	+4.9%	-9.8%	+53.7%	➖ noise
18	duckdb:vortex-file-compressed	-0.0%	+4.9%	-4.7%	+30.0%	➖ noise
19	datafusion:vortex-compact	+10.1%	-14.2%	+28.3%	+40.2%	➖ noise
19	datafusion:vortex-file-compressed	-3.3%	-14.2%	+12.7%	+30.0%	➖ noise
19	duckdb:vortex-compact	-5.7%	-14.2%	+9.9%	+32.9%	➖ noise
19	duckdb:vortex-file-compressed	+1.3%	-14.2%	+18.0%	+30.0%	➖ noise
20	datafusion:vortex-compact	+9.0%	-1.2%	+10.4%	+30.0%	➖ noise
20	datafusion:vortex-file-compressed	-2.1%	-1.2%	-0.9%	+30.0%	➖ noise
20	duckdb:vortex-compact	-9.9%	-1.2%	-8.8%	+30.0%	➖ noise
20	duckdb:vortex-file-compressed	+8.1%	-1.2%	+9.4%	+30.0%	➖ noise
21	datafusion:vortex-compact	+28.5%	-0.2%	+28.8%	+30.0%	➖ noise
21	datafusion:vortex-file-compressed	+3.9%	-0.2%	+4.1%	+30.0%	➖ noise
21	duckdb:vortex-compact	+7.2%	-0.2%	+7.4%	+30.0%	➖ noise
21	duckdb:vortex-file-compressed	-14.5%	-0.2%	-14.3%	+30.0%	➖ noise
22	datafusion:vortex-compact	+10.7%	+5.3%	+5.2%	+47.4%	➖ noise
22	datafusion:vortex-file-compressed	-22.8%	+5.3%	-26.7%	+50.7%	➖ noise
22	duckdb:vortex-compact	-7.7%	+5.3%	-12.3%	+30.0%	➖ noise
22	duckdb:vortex-file-compressed	-11.2%	+5.3%	-15.7%	+30.0%	➖ noise

github-actions · 2026-03-19T17:17:04Z

Benchmarks: FineWeb NVMe

Verdict: Likely regression (low confidence)
Attributed Vortex impact: +22.6%
Vortex (geomean): 1.417x ❌
Parquet (geomean): 1.156x ❌
Shifts: Parquet (control) +15.6% · Median polish +23.7%

datafusion / vortex-file-compressed (1.830x ❌, 0↑ 9↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚨	6952159	4000173	1.74
fineweb_q01/datafusion:vortex-file-compressed 🚨	57902347	26763187	2.16
fineweb_q02/datafusion:vortex-file-compressed 🚨	57095224	29235179	1.95
fineweb_q03/datafusion:vortex-file-compressed 🚨	154940793	81833583	1.89
fineweb_q04/datafusion:vortex-file-compressed 🚨	261596516	222845023	1.17
fineweb_q05/datafusion:vortex-file-compressed 🚨	235302913	184363624	1.28
fineweb_q06/datafusion:vortex-file-compressed 🚨	150671318	67776472	2.22
fineweb_q07/datafusion:vortex-file-compressed 🚨	137007056	64854138	2.11
fineweb_q08/datafusion:vortex-file-compressed 🚨	55227487	23514387	2.35

datafusion / vortex-compact (1.385x ❌, 0↑ 9↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 🚨	7233639	4199873	1.72
fineweb_q01/datafusion:vortex-compact 🚨	204382962	162041545	1.26
fineweb_q02/datafusion:vortex-compact 🚨	210454188	162451887	1.30
fineweb_q03/datafusion:vortex-compact 🚨	1703330066	1432552395	1.19
fineweb_q04/datafusion:vortex-compact 🚨	1796752594	1558573564	1.15
fineweb_q05/datafusion:vortex-compact 🚨	1487640114	1232010298	1.21
fineweb_q06/datafusion:vortex-compact 🚨	885754136	699192990	1.27
fineweb_q07/datafusion:vortex-compact 🚨	903820093	729051180	1.24
fineweb_q08/datafusion:vortex-compact 🚨	58344601	22776857	2.56

datafusion / parquet (1.151x ❌, 0↑ 9↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet 🚨	6689180	5839048	1.15
fineweb_q01/datafusion:parquet 🚨	311142285	272016912	1.14
fineweb_q02/datafusion:parquet 🚨	312800752	273987798	1.14
fineweb_q03/datafusion:parquet 🚨	311815257	271680595	1.15
fineweb_q04/datafusion:parquet 🚨	334844666	284113694	1.18
fineweb_q05/datafusion:parquet 🚨	330092413	280687438	1.18
fineweb_q06/datafusion:parquet 🚨	315990657	286031881	1.10
fineweb_q07/datafusion:parquet 🚨	314891594	272163083	1.16
fineweb_q08/datafusion:parquet 🚨	309946514	266771222	1.16

duckdb / vortex-file-compressed (1.320x ❌, 0↑ 9↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed 🚨	4453609	3279424	1.36
fineweb_q01/duckdb:vortex-file-compressed 🚨	35054754	27529684	1.27
fineweb_q02/duckdb:vortex-file-compressed 🚨	37096009	30895455	1.20
fineweb_q03/duckdb:vortex-file-compressed 🚨	178657643	127078589	1.41
fineweb_q04/duckdb:vortex-file-compressed 🚨	232423996	189388376	1.23
fineweb_q05/duckdb:vortex-file-compressed 🚨	208155177	165049065	1.26
fineweb_q06/duckdb:vortex-file-compressed 🚨	92865039	68804993	1.35
fineweb_q07/duckdb:vortex-file-compressed 🚨	92142789	61364303	1.50
fineweb_q08/duckdb:vortex-file-compressed 🚨	33501350	25238192	1.33

duckdb / vortex-compact (1.205x ❌, 0↑ 9↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact 🚨	4825008	3850703	1.25
fineweb_q01/duckdb:vortex-compact 🚨	130268641	107385757	1.21
fineweb_q02/duckdb:vortex-compact 🚨	131442771	113433530	1.16
fineweb_q03/duckdb:vortex-compact 🚨	1030973761	868731348	1.19
fineweb_q04/duckdb:vortex-compact 🚨	1076479033	897726743	1.20
fineweb_q05/duckdb:vortex-compact 🚨	966050224	809733177	1.19
fineweb_q06/duckdb:vortex-compact 🚨	561015283	462828442	1.21
fineweb_q07/duckdb:vortex-compact 🚨	576544974	475358364	1.21
fineweb_q08/duckdb:vortex-compact 🚨	29733703	24386539	1.22

duckdb / parquet (1.161x ❌, 0↑ 9↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet 🚨	40527932	35932370	1.13
fineweb_q01/duckdb:parquet 🚨	107425820	91947405	1.17
fineweb_q02/duckdb:parquet 🚨	112062657	95287142	1.18
fineweb_q03/duckdb:parquet 🚨	362008123	304935059	1.19
fineweb_q04/duckdb:parquet 🚨	501535316	438906626	1.14
fineweb_q05/duckdb:parquet 🚨	467454494	408388362	1.14
fineweb_q06/duckdb:parquet 🚨	230070761	197630206	1.16
fineweb_q07/duckdb:parquet 🚨	243706123	210165524	1.16
fineweb_q08/duckdb:parquet 🚨	66612644	56512810	1.18

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+72.2%	+13.7%	+51.5%	+50.2%	🚨 regression
0	datafusion:vortex-file-compressed	+73.8%	+13.7%	+52.9%	+78.1%	➖ noise
0	duckdb:vortex-compact	+25.3%	+13.7%	+10.2%	+45.0%	➖ noise
0	duckdb:vortex-file-compressed	+35.8%	+13.7%	+19.5%	+53.9%	➖ noise
1	datafusion:vortex-compact	+26.1%	+15.6%	+9.1%	+10.0%	➖ noise
1	datafusion:vortex-file-compressed	+116.4%	+15.6%	+87.2%	+17.8%	🚨 regression
1	duckdb:vortex-compact	+21.3%	+15.6%	+4.9%	+26.6%	➖ noise
1	duckdb:vortex-file-compressed	+27.3%	+15.6%	+10.1%	+35.9%	➖ noise
2	datafusion:vortex-compact	+29.5%	+15.9%	+11.8%	+10.0%	🚨 regression
2	datafusion:vortex-file-compressed	+95.3%	+15.9%	+68.5%	+17.8%	🚨 regression
2	duckdb:vortex-compact	+15.9%	+15.9%	+0.0%	+15.1%	➖ noise
2	duckdb:vortex-file-compressed	+20.1%	+15.9%	+3.6%	+12.3%	➖ noise
3	datafusion:vortex-compact	+18.9%	+16.7%	+1.9%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+89.3%	+16.7%	+62.2%	+11.6%	🚨 regression
3	duckdb:vortex-compact	+18.7%	+16.7%	+1.7%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+40.6%	+16.7%	+20.4%	+23.2%	➖ noise
4	datafusion:vortex-compact	+15.3%	+16.0%	-0.7%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+17.4%	+16.0%	+1.2%	+11.4%	➖ noise
4	duckdb:vortex-compact	+19.9%	+16.0%	+3.3%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+22.7%	+16.0%	+5.8%	+10.0%	➖ noise
5	datafusion:vortex-compact	+20.7%	+16.0%	+4.1%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+27.6%	+16.0%	+10.0%	+10.0%	🚨 regression
5	duckdb:vortex-compact	+19.3%	+16.0%	+2.8%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+26.1%	+16.0%	+8.7%	+10.0%	➖ noise
6	datafusion:vortex-compact	+26.7%	+13.4%	+11.7%	+10.0%	🚨 regression
6	datafusion:vortex-file-compressed	+122.3%	+13.4%	+96.0%	+10.0%	🚨 regression
6	duckdb:vortex-compact	+21.2%	+13.4%	+6.9%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+35.0%	+13.4%	+19.0%	+15.0%	🚨 regression
7	datafusion:vortex-compact	+24.0%	+15.8%	+7.0%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+111.3%	+15.8%	+82.4%	+10.0%	🚨 regression
7	duckdb:vortex-compact	+21.3%	+15.8%	+4.7%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+50.2%	+15.8%	+29.6%	+11.7%	🚨 regression
8	datafusion:vortex-compact	+156.2%	+17.0%	+118.9%	+14.3%	🚨 regression
8	datafusion:vortex-file-compressed	+134.9%	+17.0%	+100.7%	+12.6%	🚨 regression
8	duckdb:vortex-compact	+21.9%	+17.0%	+4.2%	+12.5%	➖ noise
8	duckdb:vortex-file-compressed	+32.7%	+17.0%	+13.4%	+21.8%	➖ noise

github-actions · 2026-03-19T17:17:05Z

Benchmarks: TPC-H SF=10 on NVME

Verdict: Likely regression (low confidence)
Attributed Vortex impact: +14.2%
Vortex (geomean): 1.159x ❌
Parquet (geomean): 0.945x ➖
Shifts: Parquet (control) -5.5% · Median polish -1.4%

datafusion / vortex-file-compressed (1.212x ❌, 0↑ 9↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-file-compressed	480819549	475271312	1.01
tpch_q02/datafusion:vortex-file-compressed	176381708	178380428	0.99
tpch_q03/datafusion:vortex-file-compressed	274628375	284270134	0.97
tpch_q04/datafusion:vortex-file-compressed 🚨	168149652	121256476	1.39
tpch_q05/datafusion:vortex-file-compressed	498049291	523758644	0.95
tpch_q06/datafusion:vortex-file-compressed 🚨	135625269	43367986	3.13
tpch_q07/datafusion:vortex-file-compressed	676900060	715620171	0.95
tpch_q08/datafusion:vortex-file-compressed	497001551	510827064	0.97
tpch_q09/datafusion:vortex-file-compressed	822948642	903924717	0.91
tpch_q10/datafusion:vortex-file-compressed	342318557	312997115	1.09
tpch_q11/datafusion:vortex-file-compressed	116780134	128741043	0.91
tpch_q12/datafusion:vortex-file-compressed 🚨	252004824	136403398	1.85
tpch_q13/datafusion:vortex-file-compressed 🚨	316531784	238881160	1.33
tpch_q14/datafusion:vortex-file-compressed 🚨	118208178	81376113	1.45
tpch_q15/datafusion:vortex-file-compressed 🚨	212560817	121147103	1.75
tpch_q16/datafusion:vortex-file-compressed 🚨	121652266	104231028	1.17
tpch_q17/datafusion:vortex-file-compressed	751548809	816529328	0.92
tpch_q18/datafusion:vortex-file-compressed	975827562	1078237847	0.91
tpch_q19/datafusion:vortex-file-compressed 🚨	396099111	137698603	2.88
tpch_q20/datafusion:vortex-file-compressed	238029980	220127689	1.08
tpch_q21/datafusion:vortex-file-compressed	810139367	862485038	0.94
tpch_q22/datafusion:vortex-file-compressed 🚨	76307680	65749603	1.16

datafusion / vortex-compact (1.133x ❌, 0↑ 9↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/datafusion:vortex-compact	522226205	501787263	1.04
tpch_q02/datafusion:vortex-compact	179843210	178506540	1.01
tpch_q03/datafusion:vortex-compact	291242155	292325427	1.00
tpch_q04/datafusion:vortex-compact 🚨	183967113	139803708	1.32
tpch_q05/datafusion:vortex-compact	508485852	522991450	0.97
tpch_q06/datafusion:vortex-compact 🚨	152804179	71550668	2.14
tpch_q07/datafusion:vortex-compact	685862251	743911125	0.92
tpch_q08/datafusion:vortex-compact	507440119	529441076	0.96
tpch_q09/datafusion:vortex-compact	845458634	914053502	0.92
tpch_q10/datafusion:vortex-compact	359644659	345837062	1.04
tpch_q11/datafusion:vortex-compact	123124514	132066210	0.93
tpch_q12/datafusion:vortex-compact 🚨	302493470	199510419	1.52
tpch_q13/datafusion:vortex-compact 🚨	367154956	294051402	1.25
tpch_q14/datafusion:vortex-compact 🚨	122480997	95599824	1.28
tpch_q15/datafusion:vortex-compact 🚨	261421384	185705840	1.41
tpch_q16/datafusion:vortex-compact 🚨	126370545	108762730	1.16
tpch_q17/datafusion:vortex-compact	768120194	847865828	0.91
tpch_q18/datafusion:vortex-compact	987194808	1065714773	0.93
tpch_q19/datafusion:vortex-compact 🚨	471338421	243600267	1.93
tpch_q20/datafusion:vortex-compact	251548838	246841965	1.02
tpch_q21/datafusion:vortex-compact	835417736	892708503	0.94
tpch_q22/datafusion:vortex-compact 🚨	86454077	76304847	1.13

datafusion / parquet (0.920x ➖, 5↑ 0↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/datafusion:parquet 🚀	459540727	516833129	0.89
tpch_q02/datafusion:parquet	259253339	272185291	0.95
tpch_q03/datafusion:parquet	392080174	419798095	0.93
tpch_q04/datafusion:parquet	151008702	158955689	0.95
tpch_q05/datafusion:parquet	571792373	632059329	0.90
tpch_q06/datafusion:parquet 🚀	120693674	137214710	0.88
tpch_q07/datafusion:parquet	791930270	858565007	0.92
tpch_q08/datafusion:parquet	641039343	704758890	0.91
tpch_q09/datafusion:parquet	960763315	1058554127	0.91
tpch_q10/datafusion:parquet	611857897	643607141	0.95
tpch_q11/datafusion:parquet	191338836	209281306	0.91
tpch_q12/datafusion:parquet	253364018	268140131	0.94
tpch_q13/datafusion:parquet	343321344	360531750	0.95
tpch_q14/datafusion:parquet	195559021	210893085	0.93
tpch_q15/datafusion:parquet 🚀	254079374	303947032	0.84
tpch_q16/datafusion:parquet	182550915	192455532	0.95
tpch_q17/datafusion:parquet 🚀	839628227	937844665	0.90
tpch_q18/datafusion:parquet	1030626027	1142722021	0.90
tpch_q19/datafusion:parquet	333400148	358156758	0.93
tpch_q20/datafusion:parquet	376038237	401289741	0.94
tpch_q21/datafusion:parquet 🚀	887653078	996537980	0.89
tpch_q22/datafusion:parquet	225321246	231588349	0.97

datafusion / arrow (0.902x ➖, 11↑ 0↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/datafusion:arrow	727947065	788359435	0.92
tpch_q02/datafusion:arrow	206899358	214049832	0.97
tpch_q03/datafusion:arrow 🚀	557217902	626669917	0.89
tpch_q04/datafusion:arrow 🚀	392730145	464805175	0.84
tpch_q05/datafusion:arrow	1063817884	1152971533	0.92
tpch_q06/datafusion:arrow	328180565	364067213	0.90
tpch_q07/datafusion:arrow	1365401966	1504247809	0.91
tpch_q08/datafusion:arrow	1320584899	1455239443	0.91
tpch_q09/datafusion:arrow	1560072014	1694747695	0.92
tpch_q10/datafusion:arrow 🚀	672654065	753586110	0.89
tpch_q11/datafusion:arrow 🚀	178441808	198421070	0.90
tpch_q12/datafusion:arrow 🚀	732256178	817297445	0.90
tpch_q13/datafusion:arrow	529311261	558761333	0.95
tpch_q14/datafusion:arrow 🚀	371137191	420050804	0.88
tpch_q15/datafusion:arrow 🚀	762310886	896143765	0.85
tpch_q16/datafusion:arrow	127474713	133523510	0.95
tpch_q17/datafusion:arrow	1642147137	1734095074	0.95
tpch_q18/datafusion:arrow	2137876729	2372964623	0.90
tpch_q19/datafusion:arrow 🚀	588228902	658201504	0.89
tpch_q20/datafusion:arrow 🚀	573933377	639351298	0.90
tpch_q21/datafusion:arrow 🚀	3854142039	4750748714	0.81
tpch_q22/datafusion:arrow 🚀	180365167	200454488	0.90

duckdb / vortex-file-compressed (1.229x ❌, 0↑ 8↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-file-compressed	186636143	179288177	1.04
tpch_q02/duckdb:vortex-file-compressed	59356983	57564044	1.03
tpch_q03/duckdb:vortex-file-compressed	143282440	141723905	1.01
tpch_q04/duckdb:vortex-file-compressed 🚨	187766721	165137971	1.14
tpch_q05/duckdb:vortex-file-compressed	136936460	142020910	0.96
tpch_q06/duckdb:vortex-file-compressed 🚨	195590827	54101880	3.62
tpch_q07/duckdb:vortex-file-compressed 🚨	251385941	163406256	1.54
tpch_q08/duckdb:vortex-file-compressed	182441095	194181802	0.94
tpch_q09/duckdb:vortex-file-compressed	344475727	351366606	0.98
tpch_q10/duckdb:vortex-file-compressed	175466725	168997023	1.04
tpch_q11/duckdb:vortex-file-compressed	40515335	40639526	1.00
tpch_q12/duckdb:vortex-file-compressed 🚨	355267571	106451609	3.34
tpch_q13/duckdb:vortex-file-compressed	267411408	266931983	1.00
tpch_q14/duckdb:vortex-file-compressed 🚨	180665090	76344264	2.37
tpch_q15/duckdb:vortex-file-compressed	106975599	110814843	0.97
tpch_q16/duckdb:vortex-file-compressed	81462880	84400720	0.97
tpch_q17/duckdb:vortex-file-compressed 🚨	128652039	107302394	1.20
tpch_q18/duckdb:vortex-file-compressed	281556623	291914784	0.96
tpch_q19/duckdb:vortex-file-compressed 🚨	110852857	95188200	1.16
tpch_q20/duckdb:vortex-file-compressed 🚨	257200940	176884063	1.45
tpch_q21/duckdb:vortex-file-compressed	634255985	609507136	1.04
tpch_q22/duckdb:vortex-file-compressed	80751401	81381016	0.99

duckdb / vortex-compact (1.070x ➖, 0↑ 6↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/duckdb:vortex-compact	235845748	234974975	1.00
tpch_q02/duckdb:vortex-compact	63699419	64777290	0.98
tpch_q03/duckdb:vortex-compact	153798570	153891560	1.00
tpch_q04/duckdb:vortex-compact	189627543	191729076	0.99
tpch_q05/duckdb:vortex-compact	152287080	158640169	0.96
tpch_q06/duckdb:vortex-compact 🚨	165933884	89993447	1.84
tpch_q07/duckdb:vortex-compact	230988982	221721892	1.04
tpch_q08/duckdb:vortex-compact	198141251	218822170	0.91
tpch_q09/duckdb:vortex-compact	367952582	383508195	0.96
tpch_q10/duckdb:vortex-compact	206494248	205728345	1.00
tpch_q11/duckdb:vortex-compact	46054606	46234537	1.00
tpch_q12/duckdb:vortex-compact 🚨	279290915	221824070	1.26
tpch_q13/duckdb:vortex-compact	318416935	312905707	1.02
tpch_q14/duckdb:vortex-compact 🚨	161814903	106940835	1.51
tpch_q15/duckdb:vortex-compact	126780100	128125706	0.99
tpch_q16/duckdb:vortex-compact	86836572	89012694	0.98
tpch_q17/duckdb:vortex-compact 🚨	143201824	124322725	1.15
tpch_q18/duckdb:vortex-compact	303701800	304391576	1.00
tpch_q19/duckdb:vortex-compact 🚨	136589044	121637697	1.12
tpch_q20/duckdb:vortex-compact 🚨	257071473	224251777	1.15
tpch_q21/duckdb:vortex-compact	682855153	673586904	1.01
tpch_q22/duckdb:vortex-compact	94705284	94492510	1.00

duckdb / parquet (0.970x ➖, 0↑ 0↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/duckdb:parquet	251504746	255384478	0.98
tpch_q02/duckdb:parquet	103978440	99910131	1.04
tpch_q03/duckdb:parquet	208200984	223012893	0.93
tpch_q04/duckdb:parquet	135394907	142434410	0.95
tpch_q05/duckdb:parquet	220565703	229961145	0.96
tpch_q06/duckdb:parquet	65664943	68959827	0.95
tpch_q07/duckdb:parquet	181826601	188125754	0.97
tpch_q08/duckdb:parquet	252660691	267396244	0.94
tpch_q09/duckdb:parquet	461212764	481597594	0.96
tpch_q10/duckdb:parquet	601739536	624562839	0.96
tpch_q11/duckdb:parquet	47115884	46322231	1.02
tpch_q12/duckdb:parquet	127550025	126312578	1.01
tpch_q13/duckdb:parquet	440779170	460920015	0.96
tpch_q14/duckdb:parquet	175199645	178812787	0.98
tpch_q15/duckdb:parquet	98779705	100557278	0.98
tpch_q16/duckdb:parquet	161369912	163659230	0.99
tpch_q17/duckdb:parquet	176876677	179559383	0.99
tpch_q18/duckdb:parquet	347377596	366760234	0.95
tpch_q19/duckdb:parquet	283689063	293043349	0.97
tpch_q20/duckdb:parquet	227722762	239364458	0.95
tpch_q21/duckdb:parquet	570065904	604615494	0.94
tpch_q22/duckdb:parquet	289802234	298716363	0.97

duckdb / duckdb (0.968x ➖, 1↑ 0↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
tpch_q01/duckdb:duckdb	117865081	119831112	0.98
tpch_q02/duckdb:duckdb 🚀	45632394	51317575	0.89
tpch_q03/duckdb:duckdb	96479419	98432675	0.98
tpch_q04/duckdb:duckdb	132406259	136977087	0.97
tpch_q05/duckdb:duckdb	109986213	113332334	0.97
tpch_q06/duckdb:duckdb	39269131	37376049	1.05
tpch_q07/duckdb:duckdb	85752062	89225450	0.96
tpch_q08/duckdb:duckdb	110322148	113758908	0.97
tpch_q09/duckdb:duckdb	275029672	294551322	0.93
tpch_q10/duckdb:duckdb	202517931	220161592	0.92
tpch_q11/duckdb:duckdb	16757256	15563166	1.08
tpch_q12/duckdb:duckdb	85663181	87864485	0.97
tpch_q13/duckdb:duckdb	255270727	267195735	0.96
tpch_q14/duckdb:duckdb	69788843	72729294	0.96
tpch_q15/duckdb:duckdb	79417656	81410832	0.98
tpch_q16/duckdb:duckdb	74089614	77442027	0.96
tpch_q17/duckdb:duckdb	84451991	85954300	0.98
tpch_q18/duckdb:duckdb	212072505	224010240	0.95
tpch_q19/duckdb:duckdb	116096692	118607873	0.98
tpch_q20/duckdb:duckdb	111570200	113254824	0.99
tpch_q21/duckdb:duckdb	299932372	316097413	0.95
tpch_q22/duckdb:duckdb	67952296	71562991	0.95

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:arrow	-7.7%	-6.4%	-1.3%	+12.1%	➖ noise
1	datafusion:vortex-compact	+4.1%	-6.4%	+11.2%	+13.9%	➖ noise
1	datafusion:vortex-file-compressed	+1.2%	-6.4%	+8.1%	+13.4%	➖ noise
1	duckdb:duckdb	-1.6%	-6.4%	+5.1%	+12.3%	➖ noise
1	duckdb:vortex-compact	+0.4%	-6.4%	+7.3%	+12.2%	➖ noise
1	duckdb:vortex-file-compressed	+4.1%	-6.4%	+11.2%	+13.3%	➖ noise
2	datafusion:arrow	-3.3%	-0.4%	-2.9%	+10.0%	➖ noise
2	datafusion:vortex-compact	+0.7%	-0.4%	+1.2%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	-1.1%	-0.4%	-0.7%	+10.0%	➖ noise
2	duckdb:duckdb	-11.1%	-0.4%	-10.7%	+10.0%	✅ faster
2	duckdb:vortex-compact	-1.7%	-0.4%	-1.2%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+3.1%	-0.4%	+3.6%	+11.7%	➖ noise
3	datafusion:arrow	-11.1%	-6.6%	-4.8%	+10.0%	➖ noise
3	datafusion:vortex-compact	-0.4%	-6.6%	+6.7%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	-3.4%	-6.6%	+3.5%	+10.0%	➖ noise
3	duckdb:duckdb	-2.0%	-6.6%	+5.0%	+10.0%	➖ noise
3	duckdb:vortex-compact	-0.1%	-6.6%	+7.0%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+1.1%	-6.6%	+8.3%	+10.0%	➖ noise
4	datafusion:arrow	-15.5%	-5.0%	-11.1%	+10.0%	✅ faster
4	datafusion:vortex-compact	+31.6%	-5.0%	+38.5%	+10.0%	🚨 regression
4	datafusion:vortex-file-compressed	+38.7%	-5.0%	+45.9%	+10.0%	🚨 regression
4	duckdb:duckdb	-3.3%	-5.0%	+1.7%	+10.0%	➖ noise
4	duckdb:vortex-compact	-1.1%	-5.0%	+4.1%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+13.7%	-5.0%	+19.7%	+10.0%	🚨 regression
5	datafusion:arrow	-7.7%	-6.9%	-0.9%	+10.0%	➖ noise
5	datafusion:vortex-compact	-2.8%	-6.9%	+4.4%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-4.9%	-6.9%	+2.1%	+10.0%	➖ noise
5	duckdb:duckdb	-3.0%	-6.9%	+4.2%	+10.0%	➖ noise
5	duckdb:vortex-compact	-4.0%	-6.9%	+3.1%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-3.6%	-6.9%	+3.5%	+10.0%	➖ noise
6	datafusion:arrow	-9.9%	-8.5%	-1.5%	+10.0%	➖ noise
6	datafusion:vortex-compact	+113.6%	-8.5%	+133.4%	+10.0%	🚨 regression
6	datafusion:vortex-file-compressed	+212.7%	-8.5%	+241.7%	+10.0%	🚨 regression
6	duckdb:duckdb	+5.1%	-8.5%	+14.8%	+13.7%	🚨 regression
6	duckdb:vortex-compact	+84.4%	-8.5%	+101.5%	+16.0%	🚨 regression
6	duckdb:vortex-file-compressed	+261.5%	-8.5%	+295.0%	+10.0%	🚨 regression
7	datafusion:arrow	-9.2%	-5.6%	-3.9%	+10.0%	➖ noise
7	datafusion:vortex-compact	-7.8%	-5.6%	-2.4%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-5.4%	-5.6%	+0.2%	+10.0%	➖ noise
7	duckdb:duckdb	-3.9%	-5.6%	+1.8%	+10.0%	➖ noise
7	duckdb:vortex-compact	+4.2%	-5.6%	+10.3%	+10.0%	🚨 regression
7	duckdb:vortex-file-compressed	+53.8%	-5.6%	+62.9%	+10.0%	🚨 regression
8	datafusion:arrow	-9.3%	-7.3%	-2.1%	+10.0%	➖ noise
8	datafusion:vortex-compact	-4.2%	-7.3%	+3.4%	+10.0%	➖ noise
8	datafusion:vortex-file-compressed	-2.7%	-7.3%	+4.9%	+10.0%	➖ noise
8	duckdb:duckdb	-3.0%	-7.3%	+4.6%	+10.0%	➖ noise
8	duckdb:vortex-compact	-9.5%	-7.3%	-2.3%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-6.0%	-7.3%	+1.3%	+10.0%	➖ noise
9	datafusion:arrow	-7.9%	-6.8%	-1.3%	+10.0%	➖ noise
9	datafusion:vortex-compact	-7.5%	-6.8%	-0.8%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	-9.0%	-6.8%	-2.3%	+10.0%	➖ noise
9	duckdb:duckdb	-6.6%	-6.8%	+0.2%	+10.0%	➖ noise
9	duckdb:vortex-compact	-4.1%	-6.8%	+2.9%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	-2.0%	-6.8%	+5.2%	+10.0%	➖ noise
10	datafusion:arrow	-10.7%	-4.3%	-6.7%	+10.0%	➖ noise
10	datafusion:vortex-compact	+4.0%	-4.3%	+8.7%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+9.4%	-4.3%	+14.3%	+10.0%	🚨 regression
10	duckdb:duckdb	-8.0%	-4.3%	-3.9%	+10.0%	➖ noise
10	duckdb:vortex-compact	+0.4%	-4.3%	+4.9%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+3.8%	-4.3%	+8.5%	+10.0%	➖ noise
11	datafusion:arrow	-10.1%	-3.6%	-6.7%	+10.0%	➖ noise
11	datafusion:vortex-compact	-6.8%	-3.6%	-3.3%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-9.3%	-3.6%	-5.9%	+10.0%	➖ noise
11	duckdb:duckdb	+7.7%	-3.6%	+11.7%	+17.1%	➖ noise
11	duckdb:vortex-compact	-0.4%	-3.6%	+3.3%	+11.6%	➖ noise
11	duckdb:vortex-file-compressed	-0.3%	-3.6%	+3.4%	+10.6%	➖ noise
12	datafusion:arrow	-10.4%	-2.3%	-8.3%	+42.4%	➖ noise
12	datafusion:vortex-compact	+51.6%	-2.3%	+55.2%	+10.0%	🚨 regression
12	datafusion:vortex-file-compressed	+84.7%	-2.3%	+89.1%	+10.9%	🚨 regression
12	duckdb:duckdb	-2.5%	-2.3%	-0.2%	+10.0%	➖ noise
12	duckdb:vortex-compact	+25.9%	-2.3%	+28.9%	+11.4%	🚨 regression
12	duckdb:vortex-file-compressed	+233.7%	-2.3%	+241.7%	+10.8%	🚨 regression
13	datafusion:arrow	-5.3%	-4.6%	-0.7%	+10.4%	➖ noise
13	datafusion:vortex-compact	+24.9%	-4.6%	+30.8%	+10.5%	🚨 regression
13	datafusion:vortex-file-compressed	+32.5%	-4.6%	+38.9%	+10.0%	🚨 regression
13	duckdb:duckdb	-4.5%	-4.6%	+0.1%	+10.0%	➖ noise
13	duckdb:vortex-compact	+1.8%	-4.6%	+6.6%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+0.2%	-4.6%	+5.0%	+10.0%	➖ noise
14	datafusion:arrow	-11.6%	-4.7%	-7.3%	+10.0%	➖ noise
14	datafusion:vortex-compact	+28.1%	-4.7%	+34.4%	+10.0%	🚨 regression
14	datafusion:vortex-file-compressed	+45.3%	-4.7%	+52.4%	+10.0%	🚨 regression
14	duckdb:duckdb	-4.0%	-4.7%	+0.7%	+10.0%	➖ noise
14	duckdb:vortex-compact	+51.3%	-4.7%	+58.7%	+11.2%	🚨 regression
14	duckdb:vortex-file-compressed	+136.6%	-4.7%	+148.3%	+10.0%	🚨 regression
15	datafusion:arrow	-14.9%	-9.4%	-6.1%	+10.0%	➖ noise
15	datafusion:vortex-compact	+40.8%	-9.4%	+55.3%	+10.0%	🚨 regression
15	datafusion:vortex-file-compressed	+75.5%	-9.4%	+93.6%	+11.9%	🚨 regression
15	duckdb:duckdb	-2.4%	-9.4%	+7.7%	+10.0%	➖ noise
15	duckdb:vortex-compact	-1.1%	-9.4%	+9.2%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-3.5%	-9.4%	+6.5%	+10.0%	➖ noise
16	datafusion:arrow	-4.5%	-3.3%	-1.3%	+15.5%	➖ noise
16	datafusion:vortex-compact	+16.2%	-3.3%	+20.1%	+10.0%	🚨 regression
16	datafusion:vortex-file-compressed	+16.7%	-3.3%	+20.7%	+10.0%	🚨 regression
16	duckdb:duckdb	-4.3%	-3.3%	-1.1%	+10.0%	➖ noise
16	duckdb:vortex-compact	-2.4%	-3.3%	+0.9%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-3.5%	-3.3%	-0.2%	+10.0%	➖ noise
17	datafusion:arrow	-5.3%	-6.1%	+0.8%	+10.0%	➖ noise
17	datafusion:vortex-compact	-9.4%	-6.1%	-3.5%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	-8.0%	-6.1%	-2.0%	+10.0%	➖ noise
17	duckdb:duckdb	-1.7%	-6.1%	+4.6%	+10.0%	➖ noise
17	duckdb:vortex-compact	+15.2%	-6.1%	+22.7%	+10.0%	🚨 regression
17	duckdb:vortex-file-compressed	+19.9%	-6.1%	+27.7%	+10.0%	🚨 regression
18	datafusion:arrow	-9.9%	-7.6%	-2.5%	+10.7%	➖ noise
18	datafusion:vortex-compact	-7.4%	-7.6%	+0.2%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	-9.5%	-7.6%	-2.1%	+10.0%	➖ noise
18	duckdb:duckdb	-5.3%	-7.6%	+2.4%	+10.0%	➖ noise
18	duckdb:vortex-compact	-0.2%	-7.6%	+8.0%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-3.5%	-7.6%	+4.4%	+10.0%	➖ noise
19	datafusion:arrow	-10.6%	-5.1%	-5.9%	+10.0%	➖ noise
19	datafusion:vortex-compact	+93.5%	-5.1%	+103.8%	+10.0%	🚨 regression
19	datafusion:vortex-file-compressed	+187.7%	-5.1%	+203.0%	+10.0%	🚨 regression
19	duckdb:duckdb	-2.1%	-5.1%	+3.1%	+10.0%	➖ noise
19	duckdb:vortex-compact	+12.3%	-5.1%	+18.3%	+10.0%	🚨 regression
19	duckdb:vortex-file-compressed	+16.5%	-5.1%	+22.7%	+10.0%	🚨 regression
20	datafusion:arrow	-10.2%	-5.6%	-4.9%	+10.0%	➖ noise
20	datafusion:vortex-compact	+1.9%	-5.6%	+7.9%	+10.0%	➖ noise
20	datafusion:vortex-file-compressed	+8.1%	-5.6%	+14.5%	+10.0%	🚨 regression
20	duckdb:duckdb	-1.5%	-5.6%	+4.3%	+10.0%	➖ noise
20	duckdb:vortex-compact	+14.6%	-5.6%	+21.4%	+10.0%	🚨 regression
20	duckdb:vortex-file-compressed	+45.4%	-5.6%	+54.0%	+10.0%	🚨 regression
21	datafusion:arrow	-18.9%	-8.4%	-11.5%	+10.0%	✅ faster
21	datafusion:vortex-compact	-6.4%	-8.4%	+2.1%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	-6.1%	-8.4%	+2.5%	+10.0%	➖ noise
21	duckdb:duckdb	-5.1%	-8.4%	+3.5%	+10.0%	➖ noise
21	duckdb:vortex-compact	+1.4%	-8.4%	+10.6%	+10.0%	🚨 regression
21	duckdb:vortex-file-compressed	+4.1%	-8.4%	+13.6%	+10.0%	🚨 regression
22	datafusion:arrow	-10.0%	-2.8%	-7.4%	+10.0%	➖ noise
22	datafusion:vortex-compact	+13.3%	-2.8%	+16.6%	+10.0%	🚨 regression
22	datafusion:vortex-file-compressed	+16.1%	-2.8%	+19.5%	+10.0%	🚨 regression
22	duckdb:duckdb	-5.0%	-2.8%	-2.3%	+10.0%	➖ noise
22	duckdb:vortex-compact	+0.2%	-2.8%	+3.2%	+10.0%	➖ noise
22	duckdb:vortex-file-compressed	-0.8%	-2.8%	+2.1%	+10.0%	➖ noise

codspeed-hq · 2026-03-19T17:17:48Z

Merging this PR will degrade performance by 25.53%

⚡ 2 improved benchmarks
❌ 11 regressed benchmarks
✅ 1003 untouched benchmarks
⏩ 1522 skipped benchmarks¹

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

Performance Changes

	Mode	Benchmark	`BASE`	`HEAD`	Efficiency
❌	Simulation	`dict_canonicalize_zipfian[16, 1000]`	64.1 µs	71.3 µs	-10.09%
❌	Simulation	`new_bp_prim_test_between[i32, 32768]`	143.9 µs	173.1 µs	-16.88%
❌	Simulation	`new_bp_prim_test_between[i64, 16384]`	112.5 µs	142.6 µs	-21.09%
❌	Simulation	`old_alp_prim_test_between[f32, 32768]`	399.2 µs	445.8 µs	-10.44%
❌	Simulation	`new_bp_prim_test_between[i64, 32768]`	176.5 µs	236.9 µs	-25.53%
❌	Simulation	`new_alp_prim_test_between[f32, 16384]`	108.3 µs	122.8 µs	-11.83%
❌	Simulation	`new_bp_prim_test_between[i32, 16384]`	95.9 µs	111 µs	-13.59%
❌	Simulation	`new_bp_prim_test_between[i16, 32768]`	125.8 µs	140.1 µs	-10.23%
⚡	Simulation	`take_10k_random`	264.4 µs	206.2 µs	+28.19%
⚡	Simulation	`take_10k_contiguous`	323.8 µs	266.1 µs	+21.68%
❌	Simulation	`new_alp_prim_test_between[f64, 16384]`	125 µs	154.8 µs	-19.29%
❌	Simulation	`new_alp_prim_test_between[f32, 32768]`	159.2 µs	188.2 µs	-15.4%
❌	Simulation	`old_bp_prim_test_between[i64, 32768]`	475.8 µs	537.8 µs	-11.52%

_{Comparing ngates/id (2232ae5) with develop (cf1c050)}

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

Signed-off-by: Nicholas Gates <nick@nickgates.com>

github-actions · 2026-03-19T17:37:23Z

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	`2232ae5`		1	Explore Profiling Data

Powered by Polar Signals Cloud

gatesn · 2026-03-19T17:46:42Z

Lol yeah.... I'm not sure this will work unless we hold the Id on the vtable

github-actions · 2026-03-19T17:58:56Z

Benchmarks: Compression

Vortex (geomean): 1.005x ➖
Parquet (geomean): 1.003x ➖

unknown / unknown (1.005x ➖, 0↑ 1↓)

name	PR `2232ae5` (ns)	base `d260d42` (ns)	ratio (PR/base)
compress time/Arade	1141344820	1145049167	1.00
compress time/Bimbo	7230547749	7272943929	0.99
compress time/CMSprovider	3010461566	2974386842	1.01
compress time/Euro2016	437677099	432466374	1.01
compress time/Food	402243335	366333070	1.10
compress time/HashTags	943196823	937357988	1.01
compress time/TPC-H l_comment canonical	1313124489	1314039001	1.00
compress time/TPC-H l_comment chunked	1358122499	1314341013	1.03
compress time/taxi	751794837	740882363	1.01
compress time/wide table cols=100 chunks=1 rows=1000	15794353	15881006	0.99
compress time/wide table cols=100 chunks=50 rows=1000	15592146	16335904	0.95
compress time/wide table cols=1000 chunks=1 rows=1000	156809134	156120861	1.00
compress time/wide table cols=1000 chunks=50 rows=1000	156207765	157505168	0.99
compress time/wide table cols=10000 chunks=1 rows=1000	1501923368	1574280351	0.95
compress time/wide table cols=10000 chunks=50 rows=1000	1520259721	1549949496	0.98
decompress time/Arade	31652787	31703496	1.00
decompress time/Bimbo	98128257	101424624	0.97
decompress time/CMSprovider	88492294	86665024	1.02
decompress time/Euro2016	22447010	22745755	0.99
decompress time/Food	9076026	8940331	1.02
decompress time/HashTags	81860031	80872686	1.01
decompress time/TPC-H l_comment canonical	43590090	42282373	1.03
decompress time/TPC-H l_comment chunked	44190315	41581712	1.06
decompress time/taxi	19250214	18250358	1.05
decompress time/wide table cols=100 chunks=1 rows=1000	2644194	2538608	1.04
decompress time/wide table cols=100 chunks=50 rows=1000	2616786	2603299	1.01
decompress time/wide table cols=1000 chunks=1 rows=1000	23628418	23048283	1.03
decompress time/wide table cols=1000 chunks=50 rows=1000	23345997	22650483	1.03
decompress time/wide table cols=10000 chunks=1 rows=1000	239585800	234252568	1.02
decompress time/wide table cols=10000 chunks=50 rows=1000	235578759	236814504	0.99
parquet size/Arade	305282152	305282152	1.00
parquet size/Bimbo	388935055	388935055	1.00
parquet size/CMSprovider	384634824	384634824	1.00
parquet size/Euro2016	123042700	123042700	1.00
parquet size/Food	36177631	36177631	1.00
parquet size/HashTags	133854962	133854962	1.00
parquet size/TPC-H l_comment canonical	158411391	158411391	1.00
parquet size/TPC-H l_comment chunked	158411391	158411391	1.00
parquet size/taxi	55879185	55879185	1.00
parquet size/wide table cols=100 chunks=1 rows=1000	932204	932204	1.00
parquet size/wide table cols=100 chunks=50 rows=1000	932204	932204	1.00
parquet size/wide table cols=1000 chunks=1 rows=1000	9322004	9322004	1.00
parquet size/wide table cols=1000 chunks=50 rows=1000	9322004	9322004	1.00
parquet size/wide table cols=10000 chunks=1 rows=1000	93220004	93220004	1.00
parquet size/wide table cols=10000 chunks=50 rows=1000	93220004	93220004	1.00
parquet_rs-zstd compress time/Arade	2494954899	2486291380	1.00
parquet_rs-zstd compress time/Bimbo	15867642828	15759873894	1.01
parquet_rs-zstd compress time/CMSprovider	7998274193	7897696245	1.01
parquet_rs-zstd compress time/Euro2016	1455414313	1455468800	1.00
parquet_rs-zstd compress time/Food	924950243	928680181	1.00
parquet_rs-zstd compress time/HashTags	2630728912	2590559677	1.02
parquet_rs-zstd compress time/TPC-H l_comment canonical	3249522013	3198067106	1.02
parquet_rs-zstd compress time/TPC-H l_comment chunked	3225165790	3186531932	1.01
parquet_rs-zstd compress time/taxi	1398107985	1377170719	1.02
parquet_rs-zstd compress time/wide table cols=100 chunks=1 rows=1000	6464983	6612364	0.98
parquet_rs-zstd compress time/wide table cols=100 chunks=50 rows=1000	6358986	6746585	0.94
parquet_rs-zstd compress time/wide table cols=1000 chunks=1 rows=1000	86624625	85824748	1.01
parquet_rs-zstd compress time/wide table cols=1000 chunks=50 rows=1000	82947028	85736024	0.97
parquet_rs-zstd compress time/wide table cols=10000 chunks=1 rows=1000	889785640	922311234	0.96
parquet_rs-zstd compress time/wide table cols=10000 chunks=50 rows=1000	853456314	922928227	0.92
parquet_rs-zstd decompress time/Arade	680881736	661942551	1.03
parquet_rs-zstd decompress time/Bimbo	2312392362	2252829696	1.03
parquet_rs-zstd decompress time/CMSprovider	2128491632	2116924973	1.01
parquet_rs-zstd decompress time/Euro2016	418075227	418858417	1.00
parquet_rs-zstd decompress time/Food	239873744	237144219	1.01
parquet_rs-zstd decompress time/HashTags	715633723	690464979	1.04
parquet_rs-zstd decompress time/TPC-H l_comment canonical	714321616	707913413	1.01
parquet_rs-zstd decompress time/TPC-H l_comment chunked	725673153	705700820	1.03
parquet_rs-zstd decompress time/taxi	293507052	285853555	1.03
parquet_rs-zstd decompress time/wide table cols=100 chunks=1 rows=1000	2551362	2560103	1.00
parquet_rs-zstd decompress time/wide table cols=100 chunks=50 rows=1000	2612761	2551286	1.02
parquet_rs-zstd decompress time/wide table cols=1000 chunks=1 rows=1000	31135910	30258099	1.03
parquet_rs-zstd decompress time/wide table cols=1000 chunks=50 rows=1000	28610641	30078964	0.95
parquet_rs-zstd decompress time/wide table cols=10000 chunks=1 rows=1000	337558174	341550192	0.99
parquet_rs-zstd decompress time/wide table cols=10000 chunks=50 rows=1000	339351248	337097887	1.01
vortex-file-compressed size/Arade	143320276	143320276	1.00
vortex-file-compressed size/Bimbo	526057964	526057964	1.00
vortex-file-compressed size/CMSprovider	448071556	448071556	1.00
vortex-file-compressed size/Euro2016	164827076	164651524	1.00
vortex-file-compressed size/Food	44159616	44159616	1.00
vortex-file-compressed size/HashTags	195365036	195365036	1.00
vortex-file-compressed size/TPC-H l_comment canonical	179476200	179476200	1.00
vortex-file-compressed size/TPC-H l_comment chunked	179476200	179476200	1.00
vortex-file-compressed size/taxi	51449348	51449348	1.00
vortex-file-compressed size/wide table cols=100 chunks=1 rows=1000	884384	884384	1.00
vortex-file-compressed size/wide table cols=100 chunks=50 rows=1000	884384	884384	1.00
vortex-file-compressed size/wide table cols=1000 chunks=1 rows=1000	8829584	8829584	1.00
vortex-file-compressed size/wide table cols=1000 chunks=50 rows=1000	8829584	8829584	1.00
vortex-file-compressed size/wide table cols=10000 chunks=1 rows=1000	88317584	88317584	1.00
vortex-file-compressed size/wide table cols=10000 chunks=50 rows=1000	88317584	88317584	1.00
vortex:parquet-zstd ratio compress time/Arade	0	0	0.99
vortex:parquet-zstd ratio compress time/Bimbo	0	0	0.99
vortex:parquet-zstd ratio compress time/CMSprovider	0	0	1.00
vortex:parquet-zstd ratio compress time/Euro2016	0	0	1.01
vortex:parquet-zstd ratio compress time/Food 🚨	0	0	1.10
vortex:parquet-zstd ratio compress time/HashTags	0	0	0.99
vortex:parquet-zstd ratio compress time/TPC-H l_comment canonical	0	0	0.98
vortex:parquet-zstd ratio compress time/TPC-H l_comment chunked	0	0	1.02
vortex:parquet-zstd ratio compress time/taxi	0	0	1.00
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=1 rows=1000	2	2	1.02
vortex:parquet-zstd ratio compress time/wide table cols=100 chunks=50 rows=1000	2	2	1.01
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=1 rows=1000	1	1	1.00
vortex:parquet-zstd ratio compress time/wide table cols=1000 chunks=50 rows=1000	1	1	1.03
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=1 rows=1000	1	1	0.99
vortex:parquet-zstd ratio compress time/wide table cols=10000 chunks=50 rows=1000	1	1	1.06
vortex:parquet-zstd ratio decompress time/Arade	0	0	0.97
vortex:parquet-zstd ratio decompress time/Bimbo	0	0	0.94
vortex:parquet-zstd ratio decompress time/CMSprovider	0	0	1.02
vortex:parquet-zstd ratio decompress time/Euro2016	0	0	0.99
vortex:parquet-zstd ratio decompress time/Food	0	0	1.00
vortex:parquet-zstd ratio decompress time/HashTags	0	0	0.98
vortex:parquet-zstd ratio decompress time/TPC-H l_comment canonical	0	0	1.02
vortex:parquet-zstd ratio decompress time/TPC-H l_comment chunked	0	0	1.03
vortex:parquet-zstd ratio decompress time/taxi	0	0	1.03
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=1 rows=1000	1	0	1.05
vortex:parquet-zstd ratio decompress time/wide table cols=100 chunks=50 rows=1000	1	1	0.98
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	1.08
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=1 rows=1000	0	0	1.03
vortex:parquet-zstd ratio decompress time/wide table cols=10000 chunks=50 rows=1000	0	0	0.99
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 · 2026-03-19T18:02:01Z

Benchmarks: Random Access

Vortex (geomean): 0.862x ✅
Parquet (geomean): 1.029x ➖

unknown / unknown (0.959x ➖, 10↑ 4↓)

name	PR `2232ae5` (ns)	base `cf1c050` (ns)	ratio (PR/base)
random-access/feature-vectors/correlated/lance-tokio-local-disk 🚀	2299976	2712405	0.85
random-access/feature-vectors/correlated/lance-tokio-local-disk-footer	1269887	1280828	0.99
random-access/feature-vectors/correlated/parquet-tokio-local-disk	13701125760	13806762692	0.99
random-access/feature-vectors/correlated/parquet-tokio-local-disk-footer	13295851057	13445094465	0.99
random-access/feature-vectors/correlated/vortex-tokio-local-disk 🚀	7002516	8002081	0.88
random-access/feature-vectors/correlated/vortex-tokio-local-disk-footer	5633061	6013835	0.94
random-access/feature-vectors/uniform/lance-tokio-local-disk	1457039	1449815	1.00
random-access/feature-vectors/uniform/lance-tokio-local-disk-footer	2355154	2348991	1.00
random-access/feature-vectors/uniform/parquet-tokio-local-disk	13308256000	13371844770	1.00
random-access/feature-vectors/uniform/parquet-tokio-local-disk-footer	13289532122	13429360426	0.99
random-access/feature-vectors/uniform/vortex-tokio-local-disk	12716631	14022089	0.91
random-access/feature-vectors/uniform/vortex-tokio-local-disk-footer 🚀	12454428	14153024	0.88
random-access/lance-tokio-local-disk	744295	735532	1.01
random-access/lance-tokio-local-disk-footer	1341009	1337865	1.00
random-access/nested-lists/correlated/lance-tokio-local-disk	261243	272062	0.96
random-access/nested-lists/correlated/lance-tokio-local-disk-footer	708799	705506	1.00
random-access/nested-lists/correlated/parquet-tokio-local-disk	161627648	159623141	1.01
random-access/nested-lists/correlated/parquet-tokio-local-disk-footer	161178552	160733324	1.00
random-access/nested-lists/correlated/vortex-tokio-local-disk	696297	769690	0.90
random-access/nested-lists/correlated/vortex-tokio-local-disk-footer 🚀	700082	847975	0.83
random-access/nested-lists/uniform/lance-tokio-local-disk	1166738	1167684	1.00
random-access/nested-lists/uniform/lance-tokio-local-disk-footer	1657601	1653822	1.00
random-access/nested-lists/uniform/parquet-tokio-local-disk	161407201	159371012	1.01
random-access/nested-lists/uniform/parquet-tokio-local-disk-footer	161443190	157434326	1.03
random-access/nested-lists/uniform/vortex-tokio-local-disk	2459638	2569973	0.96
random-access/nested-lists/uniform/vortex-tokio-local-disk-footer	2587905	2672665	0.97
random-access/nested-structs/correlated/lance-tokio-local-disk	430358	431948	1.00
random-access/nested-structs/correlated/lance-tokio-local-disk-footer	641787	642388	1.00
random-access/nested-structs/correlated/parquet-tokio-local-disk 🚨	28809455	25154694	1.15
random-access/nested-structs/correlated/parquet-tokio-local-disk-footer 🚨	29136362	25283593	1.15
random-access/nested-structs/correlated/vortex-tokio-local-disk	891385	863744	1.03
random-access/nested-structs/correlated/vortex-tokio-local-disk-footer	882460	900484	0.98
random-access/nested-structs/uniform/lance-tokio-local-disk	2815490	2836182	0.99
random-access/nested-structs/uniform/lance-tokio-local-disk-footer	3057312	3074242	0.99
random-access/nested-structs/uniform/parquet-tokio-local-disk 🚨	29177964	25266038	1.15
random-access/nested-structs/uniform/parquet-tokio-local-disk-footer 🚨	28640601	25281427	1.13
random-access/nested-structs/uniform/vortex-tokio-local-disk	1726067	1702837	1.01
random-access/nested-structs/uniform/vortex-tokio-local-disk-footer	1721259	1696626	1.01
random-access/parquet-tokio-local-disk	186358107	187633067	0.99
random-access/parquet-tokio-local-disk-footer	185798922	187565884	0.99
random-access/taxi/correlated/lance-tokio-local-disk	961754	953873	1.01
random-access/taxi/correlated/lance-tokio-local-disk-footer	1643758	1634573	1.01
random-access/taxi/correlated/parquet-tokio-local-disk	275857728	282981377	0.97
random-access/taxi/correlated/parquet-tokio-local-disk-footer	280623625	282879051	0.99
random-access/taxi/correlated/vortex-tokio-local-disk 🚀	1694628	2517806	0.67
random-access/taxi/correlated/vortex-tokio-local-disk-footer 🚀	1704541	2450338	0.70
random-access/taxi/uniform/lance-tokio-local-disk	8709316	8322318	1.05
random-access/taxi/uniform/lance-tokio-local-disk-footer	9387733	8975982	1.05
random-access/taxi/uniform/parquet-tokio-local-disk	294049828	295561651	0.99
random-access/taxi/uniform/parquet-tokio-local-disk-footer	292985639	293798276	1.00
random-access/taxi/uniform/vortex-tokio-local-disk 🚀	4227124	5285386	0.80
random-access/taxi/uniform/vortex-tokio-local-disk-footer 🚀	4273443	5235679	0.82
random-access/vortex-tokio-local-disk 🚀	1192110	1708951	0.70
random-access/vortex-tokio-local-disk-footer 🚀	1208284	1773609	0.68

gatesn added 4 commits March 19, 2026 06:03

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Signed-off-by: Nicholas Gates <nick@nickgates.com>

Merge branch 'develop' into ngates/id

921b934

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Signed-off-by: Nicholas Gates <nick@nickgates.com>

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Signed-off-by: Nicholas Gates <nick@nickgates.com>

gatesn added the changelog/feature A new feature label Mar 19, 2026

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Signed-off-by: Nicholas Gates <nick@nickgates.com>

joseph-isaacs reviewed Mar 19, 2026

View reviewed changes

gatesn added 2 commits March 19, 2026 10:00

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Signed-off-by: Nicholas Gates <nick@nickgates.com>

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Signed-off-by: Nicholas Gates <nick@nickgates.com>

gatesn added the action/benchmark Trigger full benchmarks to run on this PR label Mar 19, 2026

github-actions bot removed the action/benchmark Trigger full benchmarks to run on this PR label Mar 19, 2026

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Signed-off-by: Nicholas Gates <nick@nickgates.com>

gatesn added the action/benchmark Trigger full benchmarks to run on this PR label Mar 19, 2026

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Benchmarks: FineWeb S3

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Benchmarks: Statistical and Population Genetics

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Benchmarks: PolarSignals Profiling

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Merging this PR will degrade performance by 25.53%

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Polar Signals Profiling Results

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Benchmarks: Random Access

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