Expression pushdown for duckdb

[myrrc]

• Support expression pushdown similarly to how it's done for
  filter pushdown.
• Support pushing down ~~ (LIKE), !~~ (NOT LIKE), and struct_extract (get_item) functions.
• Support NOT IN pushdown.

[codspeed-hq]

Merging this PR will degrade performance by 10.6%

⚠️ Unknown Walltime execution environment detected

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

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

⚠️ Different runtime environments detected

Some benchmarks with significant performance changes were compared across different runtime environments,
which may affect the accuracy of the results.

Open the report in CodSpeed to investigate

⚡ 2 improved benchmarks
❌ 1 regressed benchmark
✅ 1195 untouched benchmarks

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

Performance Changes

	Mode	Benchmark	BASE	HEAD	Efficiency
⚡	WallTime	dynamic_dispatch_u32[10M]	161.8 µs	110.6 µs	+46.3%
⚡	WallTime	10M_50%[5000000]	308.4 µs	279.1 µs	+10.48%
❌	Simulation	bitwise_not_vortex_buffer_mut[128]	246.1 ns	275.3 ns	-10.6%

---

_{Comparing myrrc/duckdb-pushdown-expression (86ce16f) with develop (128ce5f)}

[github-actions]

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	86ce16f		1	Explore Profiling Data

---

Powered by Polar Signals Cloud

[github-actions]

Benchmarks: PolarSignals Profiling

Vortex (geomean): 1.169x ❌

---

datafusion / vortex-file-compressed (1.169x ❌, 0↑ 8↓)

name	PR 86ce16f (ns)	base c73dbb2 (ns)	ratio (PR/base)
polarsignals_q00/datafusion:vortex-file-compressed	133154099	125087611	1.06
polarsignals_q01/datafusion:vortex-file-compressed	304278268	278672894	1.09
polarsignals_q02/datafusion:vortex-file-compressed 🚨	26788281	23688507	1.13
polarsignals_q03/datafusion:vortex-file-compressed 🚨	350531047	264692259	1.32
polarsignals_q04/datafusion:vortex-file-compressed 🚨	14171689	11855503	1.20
polarsignals_q05/datafusion:vortex-file-compressed 🚨	18907235	15961327	1.18
polarsignals_q06/datafusion:vortex-file-compressed 🚨	21814763	19033353	1.15
polarsignals_q07/datafusion:vortex-file-compressed 🚨	17796806	14260932	1.25
polarsignals_q08/datafusion:vortex-file-compressed 🚨	420817459	356479269	1.18
polarsignals_q09/datafusion:vortex-file-compressed 🚨	13118048	11456358	1.15

[github-actions]

File Sizes: PolarSignals Profiling

No file size changes detected.

[github-actions]

🚨🚨🚨❌❌❌ SQL BENCHMARK FAILED ❌❌❌🚨🚨🚨

Benchmark TPC-H SF=1 on NVME failed! Check the workflow run for details.

[github-actions]

Benchmarks: FineWeb NVMe

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -0.3%
Vortex (geomean): 1.036x ➖
Parquet (geomean): 1.039x ➖
Shifts: Parquet (control) +3.9% · Median polish +1.4%

---

datafusion / vortex-file-compressed (1.075x ➖, 0↑ 4↓)

name	PR 86ce16f (ns)	base c73dbb2 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed 🚨	5861038	4885602	1.20
fineweb_q01/datafusion:vortex-file-compressed 🚨	25463402	20863960	1.22
fineweb_q02/datafusion:vortex-file-compressed 🚨	23775744	21287988	1.12
fineweb_q03/datafusion:vortex-file-compressed 🚨	81858659	71117417	1.15
fineweb_q04/datafusion:vortex-file-compressed	235618944	233012822	1.01
fineweb_q05/datafusion:vortex-file-compressed	219495476	217326768	1.01
fineweb_q06/datafusion:vortex-file-compressed	53452609	51386781	1.04
fineweb_q07/datafusion:vortex-file-compressed	57970198	61870933	0.94
fineweb_q08/datafusion:vortex-file-compressed	22236357	21676200	1.03

datafusion / vortex-compact (1.025x ➖, 0↑ 1↓)

name	PR 86ce16f (ns)	base c73dbb2 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact 🚨	6503276	5472925	1.19
fineweb_q01/datafusion:vortex-compact	127902864	126604786	1.01
fineweb_q02/datafusion:vortex-compact	126186705	128090474	0.99
fineweb_q03/datafusion:vortex-compact	1029734499	1030214771	1.00
fineweb_q04/datafusion:vortex-compact	1113308740	1113015145	1.00
fineweb_q05/datafusion:vortex-compact	984449208	946760498	1.04
fineweb_q06/datafusion:vortex-compact	531990679	512885544	1.04
fineweb_q07/datafusion:vortex-compact	543798632	534405406	1.02
fineweb_q08/datafusion:vortex-compact	18619293	19327458	0.96

datafusion / parquet (1.024x ➖, 0↑ 0↓)

name	PR 86ce16f (ns)	base c73dbb2 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	6672671	6588518	1.01
fineweb_q01/datafusion:parquet	283600316	284871339	1.00
fineweb_q02/datafusion:parquet	287293620	286821280	1.00
fineweb_q03/datafusion:parquet	294155999	280890950	1.05
fineweb_q04/datafusion:parquet	307503282	290335366	1.06
fineweb_q05/datafusion:parquet	299608834	291286082	1.03
fineweb_q06/datafusion:parquet	291464223	290604421	1.00
fineweb_q07/datafusion:parquet	286988847	279936717	1.03
fineweb_q08/datafusion:parquet	281542666	270593319	1.04

duckdb / vortex-file-compressed (1.039x ➖, 0↑ 0↓)

name	PR 86ce16f (ns)	base c73dbb2 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	3429591	3153211	1.09
fineweb_q01/duckdb:vortex-file-compressed	21851881	22405305	0.98
fineweb_q02/duckdb:vortex-file-compressed	24160360	22540016	1.07
fineweb_q03/duckdb:vortex-file-compressed	158563775	158841247	1.00
fineweb_q04/duckdb:vortex-file-compressed	221906283	217167093	1.02
fineweb_q05/duckdb:vortex-file-compressed	211726141	210185173	1.01
fineweb_q06/duckdb:vortex-file-compressed	54411043	51142949	1.06
fineweb_q07/duckdb:vortex-file-compressed	58129429	54469187	1.07
fineweb_q08/duckdb:vortex-file-compressed	23574428	22195504	1.06

duckdb / vortex-compact (1.005x ➖, 0↑ 0↓)

name	PR 86ce16f (ns)	base c73dbb2 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact	3861033	3978549	0.97
fineweb_q01/duckdb:vortex-compact	106158850	106223229	1.00
fineweb_q02/duckdb:vortex-compact	109124036	113043609	0.97
fineweb_q03/duckdb:vortex-compact	857350115	864491341	0.99
fineweb_q04/duckdb:vortex-compact	910859636	899709969	1.01
fineweb_q05/duckdb:vortex-compact	815011579	810897936	1.01
fineweb_q06/duckdb:vortex-compact	461896818	451383412	1.02
fineweb_q07/duckdb:vortex-compact	479773355	478767005	1.00
fineweb_q08/duckdb:vortex-compact	20471473	18879765	1.08

duckdb / parquet (1.054x ➖, 0↑ 2↓)

name	PR 86ce16f (ns)	base c73dbb2 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet 🚨	31585437	27739520	1.14
fineweb_q01/duckdb:parquet	86727869	81169624	1.07
fineweb_q02/duckdb:parquet	83871409	81967568	1.02
fineweb_q03/duckdb:parquet	310380371	305955279	1.01
fineweb_q04/duckdb:parquet	438613985	436719605	1.00
fineweb_q05/duckdb:parquet	413327110	408704846	1.01
fineweb_q06/duckdb:parquet	203115680	197693067	1.03
fineweb_q07/duckdb:parquet	212664081	207493080	1.02
fineweb_q08/duckdb:parquet 🚨	33199538	27981680	1.19

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	+18.8%	+7.4%	+10.7%	+53.3%	➖ noise
0	datafusion:vortex-file-compressed	+20.0%	+7.4%	+11.7%	+50.7%	➖ noise
0	duckdb:vortex-compact	-3.0%	+7.4%	-9.6%	+108.0%	➖ noise
0	duckdb:vortex-file-compressed	+8.8%	+7.4%	+1.3%	+85.8%	➖ noise
1	datafusion:vortex-compact	+1.0%	+3.1%	-2.0%	+10.4%	➖ noise
1	datafusion:vortex-file-compressed	+22.0%	+3.1%	+18.3%	+17.8%	🚨 regression
1	duckdb:vortex-compact	-0.1%	+3.1%	-3.1%	+16.7%	➖ noise
1	duckdb:vortex-file-compressed	-2.5%	+3.1%	-5.4%	+68.1%	➖ noise
2	datafusion:vortex-compact	-1.5%	+1.2%	-2.7%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+11.7%	+1.2%	+10.3%	+10.0%	🚨 regression
2	duckdb:vortex-compact	-3.5%	+1.2%	-4.6%	+19.6%	➖ noise
2	duckdb:vortex-file-compressed	+7.2%	+1.2%	+5.9%	+10.0%	➖ noise
3	datafusion:vortex-compact	-0.0%	+3.1%	-3.0%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+15.1%	+3.1%	+11.7%	+66.5%	➖ noise
3	duckdb:vortex-compact	-0.8%	+3.1%	-3.8%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	-0.2%	+3.1%	-3.1%	+35.5%	➖ noise
4	datafusion:vortex-compact	+0.0%	+3.1%	-3.0%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+1.1%	+3.1%	-2.0%	+11.6%	➖ noise
4	duckdb:vortex-compact	+1.2%	+3.1%	-1.8%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+2.2%	+3.1%	-0.9%	+10.0%	➖ noise
5	datafusion:vortex-compact	+4.0%	+2.0%	+2.0%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+1.0%	+2.0%	-1.0%	+10.0%	➖ noise
5	duckdb:vortex-compact	+0.5%	+2.0%	-1.5%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+0.7%	+2.0%	-1.2%	+10.0%	➖ noise
6	datafusion:vortex-compact	+3.7%	+1.5%	+2.2%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	+4.0%	+1.5%	+2.5%	+10.0%	➖ noise
6	duckdb:vortex-compact	+2.3%	+1.5%	+0.8%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+6.4%	+1.5%	+4.8%	+10.0%	➖ noise
7	datafusion:vortex-compact	+1.8%	+2.5%	-0.7%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	-6.3%	+2.5%	-8.6%	+41.6%	➖ noise
7	duckdb:vortex-compact	+0.2%	+2.5%	-2.2%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+6.7%	+2.5%	+4.1%	+10.0%	➖ noise
8	datafusion:vortex-compact	-3.7%	+11.1%	-13.3%	+55.1%	➖ noise
8	datafusion:vortex-file-compressed	+2.6%	+11.1%	-7.7%	+10.7%	➖ noise
8	duckdb:vortex-compact	+8.4%	+11.1%	-2.4%	+42.1%	➖ noise
8	duckdb:vortex-file-compressed	+6.2%	+11.1%	-4.4%	+11.4%	➖ noise

[github-actions]

File Sizes: FineWeb NVMe

No file size changes detected.

[github-actions]

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +3.0%
Vortex (geomean): 1.062x ➖
Parquet (geomean): 1.028x ➖
Shifts: Parquet (control) +2.8% · Median polish +4.0%

---

datafusion / vortex-file-compressed (1.057x ➖, 0↑ 12↓)

name	PR 86ce16f (ns)	base 40112f4 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed 🚨	27887258	25287529	1.10
tpcds_q02/datafusion:vortex-file-compressed	50206163	46823668	1.07
tpcds_q03/datafusion:vortex-file-compressed	16312384	15527213	1.05
tpcds_q04/datafusion:vortex-file-compressed 🚨	273258555	248117960	1.10
tpcds_q05/datafusion:vortex-file-compressed	45105567	44022880	1.02
tpcds_q06/datafusion:vortex-file-compressed	59272572	58667904	1.01
tpcds_q07/datafusion:vortex-file-compressed	43229336	41452044	1.04
tpcds_q08/datafusion:vortex-file-compressed	29696915	28411004	1.05
tpcds_q09/datafusion:vortex-file-compressed	44974951	43678992	1.03
tpcds_q10/datafusion:vortex-file-compressed	40233762	38457064	1.05
tpcds_q11/datafusion:vortex-file-compressed 🚨	140730258	124485048	1.13
tpcds_q12/datafusion:vortex-file-compressed	19940155	18766989	1.06
tpcds_q13/datafusion:vortex-file-compressed	46041693	43600462	1.06
tpcds_q14/datafusion:vortex-file-compressed	174086005	170398910	1.02
tpcds_q15/datafusion:vortex-file-compressed	29227771	27438871	1.07
tpcds_q16/datafusion:vortex-file-compressed 🚨	31562256	28164889	1.12
tpcds_q17/datafusion:vortex-file-compressed	66343339	62717775	1.06
tpcds_q18/datafusion:vortex-file-compressed	70982253	66915393	1.06
tpcds_q19/datafusion:vortex-file-compressed	23147348	22219791	1.04
tpcds_q20/datafusion:vortex-file-compressed	22970370	21116298	1.09
tpcds_q21/datafusion:vortex-file-compressed 🚨	38922306	34648260	1.12
tpcds_q22/datafusion:vortex-file-compressed	121070529	115975485	1.04
tpcds_q23/datafusion:vortex-file-compressed	162570978	152436853	1.07
tpcds_q24/datafusion:vortex-file-compressed	88473233	84472198	1.05
tpcds_q25/datafusion:vortex-file-compressed	66558935	66773436	1.00
tpcds_q26/datafusion:vortex-file-compressed	33143424	33280973	1.00
tpcds_q27/datafusion:vortex-file-compressed	110813662	103957145	1.07
tpcds_q28/datafusion:vortex-file-compressed	42240777	40500989	1.04
tpcds_q29/datafusion:vortex-file-compressed	66095148	61438170	1.08
tpcds_q30/datafusion:vortex-file-compressed	25001636	23139828	1.08
tpcds_q31/datafusion:vortex-file-compressed	77925709	72447373	1.08
tpcds_q32/datafusion:vortex-file-compressed	21133994	20446568	1.03
tpcds_q33/datafusion:vortex-file-compressed	29461542	29128149	1.01
tpcds_q34/datafusion:vortex-file-compressed	24010393	23856236	1.01
tpcds_q35/datafusion:vortex-file-compressed	44814292	44667286	1.00
tpcds_q36/datafusion:vortex-file-compressed	55552711	57943035	0.96
tpcds_q37/datafusion:vortex-file-compressed	27608991	25652498	1.08
tpcds_q38/datafusion:vortex-file-compressed	46519205	45778019	1.02
tpcds_q39/datafusion:vortex-file-compressed	116978517	107384467	1.09
tpcds_q40/datafusion:vortex-file-compressed	35040665	32770990	1.07
tpcds_q41/datafusion:vortex-file-compressed	17343036	16247672	1.07
tpcds_q42/datafusion:vortex-file-compressed	14958237	14694926	1.02
tpcds_q43/datafusion:vortex-file-compressed	19918311	18934431	1.05
tpcds_q44/datafusion:vortex-file-compressed	33791029	32022635	1.06
tpcds_q45/datafusion:vortex-file-compressed	27167384	27116372	1.00
tpcds_q46/datafusion:vortex-file-compressed	35347955	34109611	1.04
tpcds_q47/datafusion:vortex-file-compressed	139500861	132143450	1.06
tpcds_q48/datafusion:vortex-file-compressed	41046363	37838720	1.08
tpcds_q49/datafusion:vortex-file-compressed	62048607	58314243	1.06
tpcds_q50/datafusion:vortex-file-compressed	41434975	38976826	1.06
tpcds_q51/datafusion:vortex-file-compressed	91701035	86902501	1.06
tpcds_q52/datafusion:vortex-file-compressed	15490865	14569392	1.06
tpcds_q53/datafusion:vortex-file-compressed	22297463	20979725	1.06
tpcds_q54/datafusion:vortex-file-compressed	37925520	34966882	1.08
tpcds_q55/datafusion:vortex-file-compressed	14474603	13624018	1.06
tpcds_q56/datafusion:vortex-file-compressed	31740503	30496977	1.04
tpcds_q57/datafusion:vortex-file-compressed	110468777	105709409	1.05
tpcds_q58/datafusion:vortex-file-compressed	55276065	52351781	1.06
tpcds_q59/datafusion:vortex-file-compressed	58951474	56958006	1.03
tpcds_q60/datafusion:vortex-file-compressed 🚨	31786639	28487868	1.12
tpcds_q61/datafusion:vortex-file-compressed	42128110	39866196	1.06
tpcds_q62/datafusion:vortex-file-compressed	24385788	22627778	1.08
tpcds_q63/datafusion:vortex-file-compressed	22979748	21642080	1.06
tpcds_q64/datafusion:vortex-file-compressed	433869542	405452535	1.07
tpcds_q65/datafusion:vortex-file-compressed	42542667	39779136	1.07
tpcds_q66/datafusion:vortex-file-compressed	72156131	70896605	1.02
tpcds_q67/datafusion:vortex-file-compressed	148552514	146709652	1.01
tpcds_q68/datafusion:vortex-file-compressed	34541557	32377093	1.07
tpcds_q69/datafusion:vortex-file-compressed	39041980	36691959	1.06
tpcds_q70/datafusion:vortex-file-compressed	89340494	90549366	0.99
tpcds_q71/datafusion:vortex-file-compressed	24084676	22872965	1.05
tpcds_q72/datafusion:vortex-file-compressed 🚨	2325979740	2105370819	1.10
tpcds_q73/datafusion:vortex-file-compressed	24425508	22983034	1.06
tpcds_q74/datafusion:vortex-file-compressed	85288389	78988534	1.08
tpcds_q75/datafusion:vortex-file-compressed	110949965	104495522	1.06
tpcds_q76/datafusion:vortex-file-compressed	26277021	23983939	1.10
tpcds_q77/datafusion:vortex-file-compressed	42743622	40034733	1.07
tpcds_q78/datafusion:vortex-file-compressed	131461834	122634876	1.07
tpcds_q79/datafusion:vortex-file-compressed	31261852	28647257	1.09
tpcds_q80/datafusion:vortex-file-compressed	97949749	91174320	1.07
tpcds_q81/datafusion:vortex-file-compressed	24698660	23680124	1.04
tpcds_q82/datafusion:vortex-file-compressed	25644991	26123040	0.98
tpcds_q83/datafusion:vortex-file-compressed	35870134	34037985	1.05
tpcds_q84/datafusion:vortex-file-compressed 🚨	14003223	12481230	1.12
tpcds_q85/datafusion:vortex-file-compressed	96298931	92737880	1.04
tpcds_q86/datafusion:vortex-file-compressed 🚨	18301883	16319234	1.12
tpcds_q87/datafusion:vortex-file-compressed	47001822	43758685	1.07
tpcds_q88/datafusion:vortex-file-compressed 🚨	60903474	55248865	1.10
tpcds_q89/datafusion:vortex-file-compressed	26093147	24849089	1.05
tpcds_q90/datafusion:vortex-file-compressed	16718788	15282117	1.09
tpcds_q91/datafusion:vortex-file-compressed	18628943	17781303	1.05
tpcds_q92/datafusion:vortex-file-compressed	18657828	18405434	1.01
tpcds_q93/datafusion:vortex-file-compressed	34919413	32694201	1.07
tpcds_q94/datafusion:vortex-file-compressed	24672969	23927088	1.03
tpcds_q95/datafusion:vortex-file-compressed	63252661	61113814	1.03
tpcds_q96/datafusion:vortex-file-compressed	14842279	13757423	1.08
tpcds_q97/datafusion:vortex-file-compressed	34173013	32900044	1.04
tpcds_q98/datafusion:vortex-file-compressed 🚨	26017465	23201736	1.12
tpcds_q99/datafusion:vortex-file-compressed 🚨	34762036	31058750	1.12

datafusion / vortex-compact (1.032x ➖, 1↑ 6↓)

name	PR 86ce16f (ns)	base 40112f4 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact 🚨	29164755	25318869	1.15
tpcds_q02/datafusion:vortex-compact	55597427	53578570	1.04
tpcds_q03/datafusion:vortex-compact	19745281	20504151	0.96
tpcds_q04/datafusion:vortex-compact	310506798	301283053	1.03
tpcds_q05/datafusion:vortex-compact	47215248	46297755	1.02
tpcds_q06/datafusion:vortex-compact	63714739	64012089	1.00
tpcds_q07/datafusion:vortex-compact	54677005	51348433	1.06
tpcds_q08/datafusion:vortex-compact	37693734	35390317	1.07
tpcds_q09/datafusion:vortex-compact	64380081	62460449	1.03
tpcds_q10/datafusion:vortex-compact	51620100	48354306	1.07
tpcds_q11/datafusion:vortex-compact	153885965	149074552	1.03
tpcds_q12/datafusion:vortex-compact	23410774	21678304	1.08
tpcds_q13/datafusion:vortex-compact	94757122	91397906	1.04
tpcds_q14/datafusion:vortex-compact	210604213	200148975	1.05
tpcds_q15/datafusion:vortex-compact	31656953	29600191	1.07
tpcds_q16/datafusion:vortex-compact	34205201	33236841	1.03
tpcds_q17/datafusion:vortex-compact	76736399	75032261	1.02
tpcds_q18/datafusion:vortex-compact	80466992	75328634	1.07
tpcds_q19/datafusion:vortex-compact	30737261	29728654	1.03
tpcds_q20/datafusion:vortex-compact	24916831	24273442	1.03
tpcds_q21/datafusion:vortex-compact	41465925	39964222	1.04
tpcds_q22/datafusion:vortex-compact	136459909	148200517	0.92
tpcds_q23/datafusion:vortex-compact 🚨	178104274	159117238	1.12
tpcds_q24/datafusion:vortex-compact	99768909	96505410	1.03
tpcds_q25/datafusion:vortex-compact 🚨	87975848	77700681	1.13
tpcds_q26/datafusion:vortex-compact	45135630	44036923	1.02
tpcds_q27/datafusion:vortex-compact	130473015	123146983	1.06
tpcds_q28/datafusion:vortex-compact	78328129	78440733	1.00
tpcds_q29/datafusion:vortex-compact	77460166	74610302	1.04
tpcds_q30/datafusion:vortex-compact	29696845	28237097	1.05
tpcds_q31/datafusion:vortex-compact	99498032	99188713	1.00
tpcds_q32/datafusion:vortex-compact	27731415	26289336	1.05
tpcds_q33/datafusion:vortex-compact	38069306	37072679	1.03
tpcds_q34/datafusion:vortex-compact	32182155	32007391	1.01
tpcds_q35/datafusion:vortex-compact	50115158	51058747	0.98
tpcds_q36/datafusion:vortex-compact	71013519	77412149	0.92
tpcds_q37/datafusion:vortex-compact	42296409	39286144	1.08
tpcds_q38/datafusion:vortex-compact	54176630	51562446	1.05
tpcds_q39/datafusion:vortex-compact	121257618	113431176	1.07
tpcds_q40/datafusion:vortex-compact	39324082	36655438	1.07
tpcds_q41/datafusion:vortex-compact	19366994	17694367	1.09
tpcds_q42/datafusion:vortex-compact	19262985	17837771	1.08
tpcds_q43/datafusion:vortex-compact	24963314	24717749	1.01
tpcds_q44/datafusion:vortex-compact	47197255	44832191	1.05
tpcds_q45/datafusion:vortex-compact	32404153	31307693	1.04
tpcds_q46/datafusion:vortex-compact	45899050	43785771	1.05
tpcds_q47/datafusion:vortex-compact	157405346	147311855	1.07
tpcds_q48/datafusion:vortex-compact	72576564	69051883	1.05
tpcds_q49/datafusion:vortex-compact	69508885	68497326	1.01
tpcds_q50/datafusion:vortex-compact	48596805	47366753	1.03
tpcds_q51/datafusion:vortex-compact	98438492	95650314	1.03
tpcds_q52/datafusion:vortex-compact	19283702	18347704	1.05
tpcds_q53/datafusion:vortex-compact	29450030	27253098	1.08
tpcds_q54/datafusion:vortex-compact	43512342	41706448	1.04
tpcds_q55/datafusion:vortex-compact	19468716	18995152	1.02
tpcds_q56/datafusion:vortex-compact	36624783	35566290	1.03
tpcds_q57/datafusion:vortex-compact	114174899	110029221	1.04
tpcds_q58/datafusion:vortex-compact	61542348	59979201	1.03
tpcds_q59/datafusion:vortex-compact	69321780	70385746	0.98
tpcds_q60/datafusion:vortex-compact	35926857	35077967	1.02
tpcds_q61/datafusion:vortex-compact	54220013	54362655	1.00
tpcds_q62/datafusion:vortex-compact	30288597	32407059	0.93
tpcds_q63/datafusion:vortex-compact	27850317	27683130	1.01
tpcds_q64/datafusion:vortex-compact	451455193	450966944	1.00
tpcds_q65/datafusion:vortex-compact	54672299	53932793	1.01
tpcds_q66/datafusion:vortex-compact	76313076	73959262	1.03
tpcds_q67/datafusion:vortex-compact	151823106	148930915	1.02
tpcds_q68/datafusion:vortex-compact	44950803	45382884	0.99
tpcds_q69/datafusion:vortex-compact	48437745	48102338	1.01
tpcds_q70/datafusion:vortex-compact	96510998	95191710	1.01
tpcds_q71/datafusion:vortex-compact	31015320	29247703	1.06
tpcds_q72/datafusion:vortex-compact	2237433330	2139779891	1.05
tpcds_q73/datafusion:vortex-compact	30928134	30541963	1.01
tpcds_q74/datafusion:vortex-compact	96557791	94238202	1.02
tpcds_q75/datafusion:vortex-compact	135855160	125149487	1.09
tpcds_q76/datafusion:vortex-compact	34006167	31998541	1.06
tpcds_q77/datafusion:vortex-compact	52024078	50783138	1.02
tpcds_q78/datafusion:vortex-compact	144177546	137572198	1.05
tpcds_q79/datafusion:vortex-compact	38786629	39405420	0.98
tpcds_q80/datafusion:vortex-compact	107150229	102177365	1.05
tpcds_q81/datafusion:vortex-compact	30053003	28672356	1.05
tpcds_q82/datafusion:vortex-compact	42094384	40783648	1.03
tpcds_q83/datafusion:vortex-compact	35348028	34019175	1.04
tpcds_q84/datafusion:vortex-compact	14886958	14838225	1.00
tpcds_q85/datafusion:vortex-compact 🚨	128406954	114827119	1.12
tpcds_q86/datafusion:vortex-compact 🚨	21344462	18228459	1.17
tpcds_q87/datafusion:vortex-compact	53712920	52634659	1.02
tpcds_q88/datafusion:vortex-compact	76099764	75374013	1.01
tpcds_q89/datafusion:vortex-compact	32312634	31006383	1.04
tpcds_q90/datafusion:vortex-compact	15461932	15907213	0.97
tpcds_q91/datafusion:vortex-compact	33149369	31479860	1.05
tpcds_q92/datafusion:vortex-compact	24447896	24888311	0.98
tpcds_q93/datafusion:vortex-compact	39335377	39197126	1.00
tpcds_q94/datafusion:vortex-compact 🚨	28245612	25471892	1.11
tpcds_q95/datafusion:vortex-compact	65535688	65711373	1.00
tpcds_q96/datafusion:vortex-compact	17459817	17048392	1.02
tpcds_q97/datafusion:vortex-compact	37051207	37704720	0.98
tpcds_q98/datafusion:vortex-compact	30347694	29135058	1.04
tpcds_q99/datafusion:vortex-compact 🚀	31209970	37557637	0.83

datafusion / parquet (1.021x ➖, 2↑ 6↓)

name	PR 86ce16f (ns)	base 40112f4 (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet	28610740	29761899	0.96
tpcds_q02/datafusion:parquet	41335388	41784809	0.99
tpcds_q03/datafusion:parquet	13719753	13500678	1.02
tpcds_q04/datafusion:parquet	259662190	277109223	0.94
tpcds_q05/datafusion:parquet	39827005	39753113	1.00
tpcds_q06/datafusion:parquet	58783070	60869807	0.97
tpcds_q07/datafusion:parquet	79318033	76600300	1.04
tpcds_q08/datafusion:parquet	27765443	26667434	1.04
tpcds_q09/datafusion:parquet	44744165	43870316	1.02
tpcds_q10/datafusion:parquet	74244231	73442110	1.01
tpcds_q11/datafusion:parquet	151740696	145108176	1.05
tpcds_q12/datafusion:parquet	18197513	17626354	1.03
tpcds_q13/datafusion:parquet	75494841	75138937	1.00
tpcds_q14/datafusion:parquet	160296801	165877797	0.97
tpcds_q15/datafusion:parquet	21253071	20770086	1.02
tpcds_q16/datafusion:parquet 🚀	23108743	25908325	0.89
tpcds_q17/datafusion:parquet 🚀	61707360	70081243	0.88
tpcds_q18/datafusion:parquet	112148189	116583615	0.96
tpcds_q19/datafusion:parquet	22404548	22448377	1.00
tpcds_q20/datafusion:parquet	15828847	16216875	0.98
tpcds_q21/datafusion:parquet	18826686	18887450	1.00
tpcds_q22/datafusion:parquet	131720875	141418314	0.93
tpcds_q23/datafusion:parquet	142795747	147764339	0.97
tpcds_q24/datafusion:parquet	88103455	90594686	0.97
tpcds_q25/datafusion:parquet	62237565	64155265	0.97
tpcds_q26/datafusion:parquet	66447176	67802372	0.98
tpcds_q27/datafusion:parquet	148081607	145258442	1.02
tpcds_q28/datafusion:parquet	44384257	45010230	0.99
tpcds_q29/datafusion:parquet	63666976	67211709	0.95
tpcds_q30/datafusion:parquet	36182153	35197839	1.03
tpcds_q31/datafusion:parquet	63354481	63926927	0.99
tpcds_q32/datafusion:parquet	18348919	19088333	0.96
tpcds_q33/datafusion:parquet	25961269	26321745	0.99
tpcds_q34/datafusion:parquet	21222663	21477697	0.99
tpcds_q35/datafusion:parquet	71649778	70491095	1.02
tpcds_q36/datafusion:parquet	55718955	56477760	0.99
tpcds_q37/datafusion:parquet	18834415	18658305	1.01
tpcds_q38/datafusion:parquet	39917544	40028428	1.00
tpcds_q39/datafusion:parquet	71229004	71460656	1.00
tpcds_q40/datafusion:parquet	24076496	23554838	1.02
tpcds_q41/datafusion:parquet	12843408	13243296	0.97
tpcds_q42/datafusion:parquet	12273990	11755045	1.04
tpcds_q43/datafusion:parquet	16514487	17526692	0.94
tpcds_q44/datafusion:parquet	33383641	33225087	1.00
tpcds_q45/datafusion:parquet	27203733	28281342	0.96
tpcds_q46/datafusion:parquet	31429515	31493210	1.00
tpcds_q47/datafusion:parquet	125453162	124949071	1.00
tpcds_q48/datafusion:parquet	69493189	70511265	0.99
tpcds_q49/datafusion:parquet	55039687	53984841	1.02
tpcds_q50/datafusion:parquet	42979616	42630170	1.01
tpcds_q51/datafusion:parquet	82234263	85825187	0.96
tpcds_q52/datafusion:parquet	11892076	11976297	0.99
tpcds_q53/datafusion:parquet	17432429	17603091	0.99
tpcds_q54/datafusion:parquet	35387673	33591049	1.05
tpcds_q55/datafusion:parquet	11503799	11283299	1.02
tpcds_q56/datafusion:parquet	27317948	27048974	1.01
tpcds_q57/datafusion:parquet	89342453	88874407	1.01
tpcds_q58/datafusion:parquet	51455428	50002274	1.03
tpcds_q59/datafusion:parquet	52241325	52316851	1.00
tpcds_q60/datafusion:parquet	26297456	27730466	0.95
tpcds_q61/datafusion:parquet	41916924	43072238	0.97
tpcds_q62/datafusion:parquet 🚨	24387711	20137030	1.21
tpcds_q63/datafusion:parquet	17629078	17618047	1.00
tpcds_q64/datafusion:parquet	544988586	513292889	1.06
tpcds_q65/datafusion:parquet	39666057	36755399	1.08
tpcds_q66/datafusion:parquet	73922029	70259998	1.05
tpcds_q67/datafusion:parquet	143558470	141905129	1.01
tpcds_q68/datafusion:parquet	35130963	32121707	1.09
tpcds_q69/datafusion:parquet 🚨	75449101	67921375	1.11
tpcds_q70/datafusion:parquet	89195226	83999370	1.06
tpcds_q71/datafusion:parquet	23209855	21619053	1.07
tpcds_q72/datafusion:parquet	650784165	592783499	1.10
tpcds_q73/datafusion:parquet	22273903	21081093	1.06
tpcds_q74/datafusion:parquet	83835903	81988595	1.02
tpcds_q75/datafusion:parquet	101160095	97725395	1.04
tpcds_q76/datafusion:parquet	32159297	29595192	1.09
tpcds_q77/datafusion:parquet	40674961	37834434	1.08
tpcds_q78/datafusion:parquet	118487056	109119382	1.09
tpcds_q79/datafusion:parquet	27875399	26136946	1.07
tpcds_q80/datafusion:parquet	78449926	76862842	1.02
tpcds_q81/datafusion:parquet	34042602	31433301	1.08
tpcds_q82/datafusion:parquet	20575970	20015371	1.03
tpcds_q83/datafusion:parquet	38381876	36152260	1.06
tpcds_q84/datafusion:parquet	41146894	38525424	1.07
tpcds_q85/datafusion:parquet	156473434	146698153	1.07
tpcds_q86/datafusion:parquet	16016556	14838560	1.08
tpcds_q87/datafusion:parquet	42308436	39928790	1.06
tpcds_q88/datafusion:parquet	61333108	61788722	0.99
tpcds_q89/datafusion:parquet	23366121	22001981	1.06
tpcds_q90/datafusion:parquet 🚨	16301848	14305917	1.14
tpcds_q91/datafusion:parquet	63482636	58772850	1.08
tpcds_q92/datafusion:parquet	19739854	17998661	1.10
tpcds_q93/datafusion:parquet	33046427	31935821	1.03
tpcds_q94/datafusion:parquet 🚨	22290348	19411491	1.15
tpcds_q95/datafusion:parquet	59212274	56997918	1.04
tpcds_q96/datafusion:parquet	12694654	11966510	1.06
tpcds_q97/datafusion:parquet 🚨	34216560	28982033	1.18
tpcds_q98/datafusion:parquet	23185009	21467956	1.08
tpcds_q99/datafusion:parquet 🚨	28926065	26289229	1.10

duckdb / vortex-file-compressed (1.125x ❌, 1↑ 58↓)

name	PR 86ce16f (ns)	base 40112f4 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed	21697899	20990446	1.03
tpcds_q02/duckdb:vortex-file-compressed	37332570	33974543	1.10
tpcds_q03/duckdb:vortex-file-compressed	31904166	32174486	0.99
tpcds_q04/duckdb:vortex-file-compressed 🚨	121569250	104474530	1.16
tpcds_q05/duckdb:vortex-file-compressed 🚨	41212765	36306303	1.14
tpcds_q06/duckdb:vortex-file-compressed 🚨	37681515	31960419	1.18
tpcds_q07/duckdb:vortex-file-compressed 🚨	25176880	20303256	1.24
tpcds_q08/duckdb:vortex-file-compressed	28424871	27664314	1.03
tpcds_q09/duckdb:vortex-file-compressed	39919018	37020766	1.08
tpcds_q10/duckdb:vortex-file-compressed 🚨	46048488	40223310	1.14
tpcds_q11/duckdb:vortex-file-compressed 🚨	72389468	61283806	1.18
tpcds_q12/duckdb:vortex-file-compressed 🚨	16087888	14232967	1.13
tpcds_q13/duckdb:vortex-file-compressed	33543395	32404914	1.04
tpcds_q14/duckdb:vortex-file-compressed	116059416	106679399	1.09
tpcds_q15/duckdb:vortex-file-compressed 🚨	32638644	26460007	1.23
tpcds_q16/duckdb:vortex-file-compressed 🚨	31333246	25947261	1.21
tpcds_q17/duckdb:vortex-file-compressed	45844349	41788206	1.10
tpcds_q18/duckdb:vortex-file-compressed 🚨	52983070	45844586	1.16
tpcds_q19/duckdb:vortex-file-compressed 🚨	38648861	32654337	1.18
tpcds_q20/duckdb:vortex-file-compressed 🚨	18816888	15482171	1.22
tpcds_q21/duckdb:vortex-file-compressed	19143140	17559929	1.09
tpcds_q22/duckdb:vortex-file-compressed	81768407	75218700	1.09
tpcds_q23/duckdb:vortex-file-compressed 🚨	119588780	104726352	1.14
tpcds_q24/duckdb:vortex-file-compressed 🚨	56943667	48973313	1.16
tpcds_q25/duckdb:vortex-file-compressed	50707416	49098093	1.03
tpcds_q26/duckdb:vortex-file-compressed 🚨	44133284	39338189	1.12
tpcds_q27/duckdb:vortex-file-compressed 🚨	55902119	47985527	1.16
tpcds_q28/duckdb:vortex-file-compressed	38238306	34974501	1.09
tpcds_q29/duckdb:vortex-file-compressed 🚨	47962850	40524554	1.18
tpcds_q30/duckdb:vortex-file-compressed 🚨	25845446	22636675	1.14
tpcds_q31/duckdb:vortex-file-compressed 🚀	30150435	35728281	0.84
tpcds_q32/duckdb:vortex-file-compressed	15094431	13802835	1.09
tpcds_q33/duckdb:vortex-file-compressed 🚨	26817762	23145245	1.16
tpcds_q34/duckdb:vortex-file-compressed 🚨	28181141	22999159	1.23
tpcds_q35/duckdb:vortex-file-compressed 🚨	75624211	64314954	1.18
tpcds_q36/duckdb:vortex-file-compressed 🚨	28328055	24866214	1.14
tpcds_q37/duckdb:vortex-file-compressed 🚨	16692332	15160503	1.10
tpcds_q38/duckdb:vortex-file-compressed	38179924	36333556	1.05
tpcds_q39/duckdb:vortex-file-compressed	37882698	35034431	1.08
tpcds_q40/duckdb:vortex-file-compressed 🚨	24431392	19082580	1.28
tpcds_q41/duckdb:vortex-file-compressed 🚨	15601139	12865881	1.21
tpcds_q42/duckdb:vortex-file-compressed 🚨	14938604	12846533	1.16
tpcds_q43/duckdb:vortex-file-compressed	24415758	22591903	1.08
tpcds_q44/duckdb:vortex-file-compressed 🚨	24337488	20885267	1.17
tpcds_q45/duckdb:vortex-file-compressed	30622398	29050407	1.05
tpcds_q46/duckdb:vortex-file-compressed 🚨	55573979	50317322	1.10
tpcds_q47/duckdb:vortex-file-compressed 🚨	56398661	47014393	1.20
tpcds_q48/duckdb:vortex-file-compressed 🚨	35399530	29126911	1.22
tpcds_q49/duckdb:vortex-file-compressed 🚨	38621070	33937321	1.14
tpcds_q50/duckdb:vortex-file-compressed	33966453	32953079	1.03
tpcds_q51/duckdb:vortex-file-compressed 🚨	126418352	102875937	1.23
tpcds_q52/duckdb:vortex-file-compressed 🚨	14753539	12972989	1.14
tpcds_q53/duckdb:vortex-file-compressed 🚨	26104997	22718953	1.15
tpcds_q54/duckdb:vortex-file-compressed 🚨	31864029	28432161	1.12
tpcds_q55/duckdb:vortex-file-compressed 🚨	14572266	12839376	1.13
tpcds_q56/duckdb:vortex-file-compressed	24848570	23629098	1.05
tpcds_q57/duckdb:vortex-file-compressed	42524445	44760392	0.95
tpcds_q58/duckdb:vortex-file-compressed 🚨	34302053	29904719	1.15
tpcds_q59/duckdb:vortex-file-compressed	72793744	66617899	1.09
tpcds_q60/duckdb:vortex-file-compressed	26168644	24802177	1.06
tpcds_q61/duckdb:vortex-file-compressed 🚨	37486827	30293409	1.24
tpcds_q62/duckdb:vortex-file-compressed 🚨	20539372	16747579	1.23
tpcds_q63/duckdb:vortex-file-compressed 🚨	25843588	20758665	1.24
tpcds_q64/duckdb:vortex-file-compressed 🚨	95878095	83380901	1.15
tpcds_q65/duckdb:vortex-file-compressed	24121652	22261012	1.08
tpcds_q66/duckdb:vortex-file-compressed	30471960	28925606	1.05
tpcds_q67/duckdb:vortex-file-compressed 🚨	163693185	140215628	1.17
tpcds_q68/duckdb:vortex-file-compressed	42537823	40402528	1.05
tpcds_q69/duckdb:vortex-file-compressed 🚨	50334362	41626776	1.21
tpcds_q70/duckdb:vortex-file-compressed 🚨	29874454	25552469	1.17
tpcds_q71/duckdb:vortex-file-compressed 🚨	24325830	20720076	1.17
tpcds_q72/duckdb:vortex-file-compressed	183735277	173205924	1.06
tpcds_q73/duckdb:vortex-file-compressed 🚨	27330442	22620524	1.21
tpcds_q74/duckdb:vortex-file-compressed	89321070	92874006	0.96
tpcds_q75/duckdb:vortex-file-compressed	61098242	56652171	1.08
tpcds_q76/duckdb:vortex-file-compressed	19383042	18249456	1.06
tpcds_q77/duckdb:vortex-file-compressed	26410124	25604752	1.03
tpcds_q78/duckdb:vortex-file-compressed 🚨	85534174	76620765	1.12
tpcds_q79/duckdb:vortex-file-compressed	32389765	31972126	1.01
tpcds_q80/duckdb:vortex-file-compressed	48855410	45100163	1.08
tpcds_q81/duckdb:vortex-file-compressed 🚨	31654813	26873017	1.18
tpcds_q82/duckdb:vortex-file-compressed 🚨	19946611	16235733	1.23
tpcds_q83/duckdb:vortex-file-compressed 🚨	27919129	23781813	1.17
tpcds_q84/duckdb:vortex-file-compressed	19270787	20236393	0.95
tpcds_q85/duckdb:vortex-file-compressed 🚨	48570814	43327471	1.12
tpcds_q86/duckdb:vortex-file-compressed	17521155	16599345	1.06
tpcds_q87/duckdb:vortex-file-compressed 🚨	44666660	39560631	1.13
tpcds_q88/duckdb:vortex-file-compressed 🚨	67886290	33683632	2.02
tpcds_q89/duckdb:vortex-file-compressed	22736641	21734338	1.05
tpcds_q90/duckdb:vortex-file-compressed	13478264	12394698	1.09
tpcds_q91/duckdb:vortex-file-compressed	31811041	29104649	1.09
tpcds_q92/duckdb:vortex-file-compressed 🚨	24654578	21316477	1.16
tpcds_q93/duckdb:vortex-file-compressed 🚨	33672729	27578625	1.22
tpcds_q94/duckdb:vortex-file-compressed 🚨	24959270	22541481	1.11
tpcds_q95/duckdb:vortex-file-compressed	152880429	147849023	1.03
tpcds_q96/duckdb:vortex-file-compressed 🚨	15188527	12685898	1.20
tpcds_q97/duckdb:vortex-file-compressed 🚨	40239120	35797173	1.12
tpcds_q98/duckdb:vortex-file-compressed	18897995	18285911	1.03
tpcds_q99/duckdb:vortex-file-compressed	29794442	27636514	1.08

duckdb / vortex-compact (1.036x ➖, 0↑ 11↓)

name	PR 86ce16f (ns)	base 40112f4 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact	27313948	25296132	1.08
tpcds_q02/duckdb:vortex-compact	43580554	43172853	1.01
tpcds_q03/duckdb:vortex-compact	57462055	56153012	1.02
tpcds_q04/duckdb:vortex-compact 🚨	135050415	119442912	1.13
tpcds_q05/duckdb:vortex-compact	53586176	52423303	1.02
tpcds_q06/duckdb:vortex-compact	43352373	40953000	1.06
tpcds_q07/duckdb:vortex-compact	36847964	33584827	1.10
tpcds_q08/duckdb:vortex-compact	41898508	45386723	0.92
tpcds_q09/duckdb:vortex-compact	59458543	58527570	1.02
tpcds_q10/duckdb:vortex-compact 🚨	67396606	60220831	1.12
tpcds_q11/duckdb:vortex-compact 🚨	77730043	69805796	1.11
tpcds_q12/duckdb:vortex-compact	23863953	22568192	1.06
tpcds_q13/duckdb:vortex-compact 🚨	64925807	57882684	1.12
tpcds_q14/duckdb:vortex-compact	130035435	133283791	0.98
tpcds_q15/duckdb:vortex-compact	31679700	30491569	1.04
tpcds_q16/duckdb:vortex-compact	32406329	30350342	1.07
tpcds_q17/duckdb:vortex-compact	55044320	53710691	1.02
tpcds_q18/duckdb:vortex-compact	60307939	56177948	1.07
tpcds_q19/duckdb:vortex-compact	50586574	50455580	1.00
tpcds_q20/duckdb:vortex-compact	20252247	19894427	1.02
tpcds_q21/duckdb:vortex-compact 🚨	21487527	19472127	1.10
tpcds_q22/duckdb:vortex-compact	74985319	78402728	0.96
tpcds_q23/duckdb:vortex-compact	127428355	131542046	0.97
tpcds_q24/duckdb:vortex-compact	63386476	63476308	1.00
tpcds_q25/duckdb:vortex-compact	80986818	78990730	1.03
tpcds_q26/duckdb:vortex-compact	49697455	49722615	1.00
tpcds_q27/duckdb:vortex-compact	69381847	68155783	1.02
tpcds_q28/duckdb:vortex-compact	84996940	86108288	0.99
tpcds_q29/duckdb:vortex-compact	51203650	54229798	0.94
tpcds_q30/duckdb:vortex-compact	29814109	28567086	1.04
tpcds_q31/duckdb:vortex-compact	41160349	43955367	0.94
tpcds_q32/duckdb:vortex-compact	22623532	21924849	1.03
tpcds_q33/duckdb:vortex-compact	34713698	35905737	0.97
tpcds_q34/duckdb:vortex-compact	40819233	37565473	1.09
tpcds_q35/duckdb:vortex-compact	79585832	79511975	1.00
tpcds_q36/duckdb:vortex-compact	41441043	41249808	1.00
tpcds_q37/duckdb:vortex-compact	24005177	23377330	1.03
tpcds_q38/duckdb:vortex-compact	48662576	45776597	1.06
tpcds_q39/duckdb:vortex-compact	38411915	36626176	1.05
tpcds_q40/duckdb:vortex-compact	26045992	25434439	1.02
tpcds_q41/duckdb:vortex-compact	15480550	15057190	1.03
tpcds_q42/duckdb:vortex-compact	22005208	21799290	1.01
tpcds_q43/duckdb:vortex-compact	36451122	35439059	1.03
tpcds_q44/duckdb:vortex-compact 🚨	33318541	28324230	1.18
tpcds_q45/duckdb:vortex-compact 🚨	43409523	36039253	1.20
tpcds_q46/duckdb:vortex-compact	69954025	69038070	1.01
tpcds_q47/duckdb:vortex-compact	62001906	62357034	0.99
tpcds_q48/duckdb:vortex-compact	54301982	50333648	1.08
tpcds_q49/duckdb:vortex-compact	55761030	53899017	1.03
tpcds_q50/duckdb:vortex-compact	47259536	46802791	1.01
tpcds_q51/duckdb:vortex-compact	105218639	109004768	0.97
tpcds_q52/duckdb:vortex-compact	23304500	22192674	1.05
tpcds_q53/duckdb:vortex-compact	38127061	37359179	1.02
tpcds_q54/duckdb:vortex-compact	39004609	39960621	0.98
tpcds_q55/duckdb:vortex-compact	22138107	23583825	0.94
tpcds_q56/duckdb:vortex-compact	35612711	35376387	1.01
tpcds_q57/duckdb:vortex-compact	45702310	42618032	1.07
tpcds_q58/duckdb:vortex-compact	41033287	42657621	0.96
tpcds_q59/duckdb:vortex-compact	91512600	88966201	1.03
tpcds_q60/duckdb:vortex-compact	37334110	36876792	1.01
tpcds_q61/duckdb:vortex-compact	61969533	66874505	0.93
tpcds_q62/duckdb:vortex-compact	27505363	25968957	1.06
tpcds_q63/duckdb:vortex-compact	36084227	36609653	0.99
tpcds_q64/duckdb:vortex-compact	118130328	113309674	1.04
tpcds_q65/duckdb:vortex-compact	32469786	31990305	1.01
tpcds_q66/duckdb:vortex-compact	38934392	39225963	0.99
tpcds_q67/duckdb:vortex-compact	160295819	153598838	1.04
tpcds_q68/duckdb:vortex-compact	61723615	61013031	1.01
tpcds_q69/duckdb:vortex-compact	63457494	60544454	1.05
tpcds_q70/duckdb:vortex-compact	37151713	39677396	0.94
tpcds_q71/duckdb:vortex-compact	33855560	33519604	1.01
tpcds_q72/duckdb:vortex-compact	197096168	193142829	1.02
tpcds_q73/duckdb:vortex-compact	37077329	37322400	0.99
tpcds_q74/duckdb:vortex-compact	86872792	93590885	0.93
tpcds_q75/duckdb:vortex-compact	73688839	68309861	1.08
tpcds_q76/duckdb:vortex-compact	32877791	35200001	0.93
tpcds_q77/duckdb:vortex-compact	43448637	41984434	1.03
tpcds_q78/duckdb:vortex-compact	91718570	88959681	1.03
tpcds_q79/duckdb:vortex-compact	56569747	53973365	1.05
tpcds_q80/duckdb:vortex-compact 🚨	88007124	79233362	1.11
tpcds_q81/duckdb:vortex-compact	37233276	34817666	1.07
tpcds_q82/duckdb:vortex-compact	27307603	26028583	1.05
tpcds_q83/duckdb:vortex-compact	34149161	32407027	1.05
tpcds_q84/duckdb:vortex-compact	26658932	26791892	1.00
tpcds_q85/duckdb:vortex-compact	60263833	58365444	1.03
tpcds_q86/duckdb:vortex-compact	22967913	23564368	0.97
tpcds_q87/duckdb:vortex-compact	48923217	49409621	0.99
tpcds_q88/duckdb:vortex-compact 🚨	90370893	40429843	2.24
tpcds_q89/duckdb:vortex-compact	38665460	37435486	1.03
tpcds_q90/duckdb:vortex-compact	15833797	14867750	1.06
tpcds_q91/duckdb:vortex-compact	54339142	49758730	1.09
tpcds_q92/duckdb:vortex-compact 🚨	57830021	52525864	1.10
tpcds_q93/duckdb:vortex-compact	32590944	30998100	1.05
tpcds_q94/duckdb:vortex-compact	35512224	32792732	1.08
tpcds_q95/duckdb:vortex-compact	160399740	161118231	1.00
tpcds_q96/duckdb:vortex-compact	19069661	17566788	1.09
tpcds_q97/duckdb:vortex-compact	45950648	43638274	1.05
tpcds_q98/duckdb:vortex-compact	29175700	28820757	1.01
tpcds_q99/duckdb:vortex-compact 🚨	34798143	31587160	1.10

duckdb / parquet (1.036x ➖, 0↑ 8↓)

name	PR 86ce16f (ns)	base 40112f4 (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet	28996454	27395432	1.06
tpcds_q02/duckdb:parquet	24287304	23325776	1.04
tpcds_q03/duckdb:parquet	11449319	11347531	1.01
tpcds_q04/duckdb:parquet	169292806	163025319	1.04
tpcds_q05/duckdb:parquet	29159580	29513778	0.99
tpcds_q06/duckdb:parquet	28513385	27499523	1.04
tpcds_q07/duckdb:parquet	21586106	20721288	1.04
tpcds_q08/duckdb:parquet	26979303	26213776	1.03
tpcds_q09/duckdb:parquet	39629643	39491843	1.00
tpcds_q10/duckdb:parquet	33453681	31776319	1.05
tpcds_q11/duckdb:parquet	88943603	88016810	1.01
tpcds_q12/duckdb:parquet	14862884	14212907	1.05
tpcds_q13/duckdb:parquet	32342190	31720826	1.02
tpcds_q14/duckdb:parquet	101167103	100379169	1.01
tpcds_q15/duckdb:parquet	30878661	29449220	1.05
tpcds_q16/duckdb:parquet	21502871	19990142	1.08
tpcds_q17/duckdb:parquet	38811929	37577786	1.03
tpcds_q18/duckdb:parquet	45518102	43986240	1.03
tpcds_q19/duckdb:parquet	28931158	29677193	0.97
tpcds_q20/duckdb:parquet	15619048	15495963	1.01
tpcds_q21/duckdb:parquet	10330457	9767614	1.06
tpcds_q22/duckdb:parquet 🚨	74614258	65187797	1.14
tpcds_q23/duckdb:parquet	81670421	79504487	1.03
tpcds_q24/duckdb:parquet	45731611	43674426	1.05
tpcds_q25/duckdb:parquet	33131760	32261717	1.03
tpcds_q26/duckdb:parquet	35347826	34629594	1.02
tpcds_q27/duckdb:parquet	48807745	49258538	0.99
tpcds_q28/duckdb:parquet	39064278	37373302	1.05
tpcds_q29/duckdb:parquet	36776382	34572970	1.06
tpcds_q30/duckdb:parquet	37144088	34360470	1.08
tpcds_q31/duckdb:parquet	23878848	22279584	1.07
tpcds_q32/duckdb:parquet	11063124	11918158	0.93
tpcds_q33/duckdb:parquet	21100705	21308970	0.99
tpcds_q34/duckdb:parquet	19701546	19785530	1.00
tpcds_q35/duckdb:parquet	58863872	54204443	1.09
tpcds_q36/duckdb:parquet	19881997	19856808	1.00
tpcds_q37/duckdb:parquet	12681696	12194088	1.04
tpcds_q38/duckdb:parquet 🚨	38433469	34123838	1.13
tpcds_q39/duckdb:parquet	29764133	29228709	1.02
tpcds_q40/duckdb:parquet	18156786	17616230	1.03
tpcds_q41/duckdb:parquet	7669590	7151545	1.07
tpcds_q42/duckdb:parquet	10142469	9261245	1.10
tpcds_q43/duckdb:parquet	15213917	15088849	1.01
tpcds_q44/duckdb:parquet	22638987	21728381	1.04
tpcds_q45/duckdb:parquet	27509174	26244628	1.05
tpcds_q46/duckdb:parquet	47508839	45121909	1.05
tpcds_q47/duckdb:parquet	44261217	44275437	1.00
tpcds_q48/duckdb:parquet 🚨	31322580	28351453	1.10
tpcds_q49/duckdb:parquet	24242591	23033560	1.05
tpcds_q50/duckdb:parquet	25763583	24198602	1.06
tpcds_q51/duckdb:parquet	96778963	92974467	1.04
tpcds_q52/duckdb:parquet	10355850	10288306	1.01
tpcds_q53/duckdb:parquet	15442956	14599485	1.06
tpcds_q54/duckdb:parquet	26530599	24511196	1.08
tpcds_q55/duckdb:parquet	9962304	9592947	1.04
tpcds_q56/duckdb:parquet 🚨	23033407	20936990	1.10
tpcds_q57/duckdb:parquet	35400991	34329449	1.03
tpcds_q58/duckdb:parquet	22789069	23506620	0.97
tpcds_q59/duckdb:parquet	35779675	34100446	1.05
tpcds_q60/duckdb:parquet	21732743	21646659	1.00
tpcds_q61/duckdb:parquet	31450799	30950399	1.02
tpcds_q62/duckdb:parquet	11797835	11683150	1.01
tpcds_q63/duckdb:parquet	14460694	13345570	1.08
tpcds_q64/duckdb:parquet 🚨	79711572	72088667	1.11
tpcds_q65/duckdb:parquet	19882533	19421914	1.02
tpcds_q66/duckdb:parquet	28695260	27368982	1.05
tpcds_q67/duckdb:parquet	136873947	131628325	1.04
tpcds_q68/duckdb:parquet	37265259	36330747	1.03
tpcds_q69/duckdb:parquet	36159852	34444527	1.05
tpcds_q70/duckdb:parquet	19405384	18846122	1.03
tpcds_q71/duckdb:parquet	20480852	19201277	1.07
tpcds_q72/duckdb:parquet	166462698	164188980	1.01
tpcds_q73/duckdb:parquet	17496931	17518134	1.00
tpcds_q74/duckdb:parquet	128851862	125786949	1.02
tpcds_q75/duckdb:parquet	53752243	54358862	0.99
tpcds_q76/duckdb:parquet	18336041	18362671	1.00
tpcds_q77/duckdb:parquet	21197127	21453679	0.99
tpcds_q78/duckdb:parquet	74079628	74620338	0.99
tpcds_q79/duckdb:parquet	27334132	26456856	1.03
tpcds_q80/duckdb:parquet	39758721	39516950	1.01
tpcds_q81/duckdb:parquet	32490635	30966426	1.05
tpcds_q82/duckdb:parquet	13435544	13070197	1.03
tpcds_q83/duckdb:parquet	16994978	15885141	1.07
tpcds_q84/duckdb:parquet	19827787	19344068	1.03
tpcds_q85/duckdb:parquet	38572123	38107759	1.01
tpcds_q86/duckdb:parquet	12024632	11862238	1.01
tpcds_q87/duckdb:parquet	37191200	36547596	1.02
tpcds_q88/duckdb:parquet	48655088	47947066	1.01
tpcds_q89/duckdb:parquet	16198922	16824149	0.96
tpcds_q90/duckdb:parquet	7585052	7360191	1.03
tpcds_q91/duckdb:parquet 🚨	23675786	21397741	1.11
tpcds_q92/duckdb:parquet 🚨	12143167	10637949	1.14
tpcds_q93/duckdb:parquet	30021552	27560239	1.09
tpcds_q94/duckdb:parquet	17184409	16090255	1.07
tpcds_q95/duckdb:parquet 🚨	147052145	128837035	1.14
tpcds_q96/duckdb:parquet	8684917	8720701	1.00
tpcds_q97/duckdb:parquet	37524068	34142487	1.10
tpcds_q98/duckdb:parquet	17010381	17679649	0.96
tpcds_q99/duckdb:parquet	20123282	19963981	1.01

duckdb / duckdb (1.050x ➖, 1↑ 19↓)

name	PR 86ce16f (ns)	base 40112f4 (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb	20863439	19905917	1.05
tpcds_q02/duckdb:duckdb	19325882	18518968	1.04
tpcds_q03/duckdb:duckdb 🚨	9355502	8384542	1.12
tpcds_q04/duckdb:duckdb	180849693	171872212	1.05
tpcds_q05/duckdb:duckdb	20691558	18924301	1.09
tpcds_q06/duckdb:duckdb	24379816	23082110	1.06
tpcds_q07/duckdb:duckdb	40839330	38459522	1.06
tpcds_q08/duckdb:duckdb	122994353	120213110	1.02
tpcds_q09/duckdb:duckdb	20506519	20062386	1.02
tpcds_q10/duckdb:duckdb	25841320	23640607	1.09
tpcds_q11/duckdb:duckdb	88679026	92951476	0.95
tpcds_q12/duckdb:duckdb	11897104	11211181	1.06
tpcds_q13/duckdb:duckdb	25466438	23997355	1.06
tpcds_q14/duckdb:duckdb	92979013	92742598	1.00
tpcds_q15/duckdb:duckdb	27068516	25074216	1.08
tpcds_q16/duckdb:duckdb	19417985	18727560	1.04
tpcds_q17/duckdb:duckdb	24005967	21836465	1.10
tpcds_q18/duckdb:duckdb	44736991	43809653	1.02
tpcds_q19/duckdb:duckdb	17689649	16793838	1.05
tpcds_q20/duckdb:duckdb	12999631	12174643	1.07
tpcds_q21/duckdb:duckdb 🚨	8337192	7149580	1.17
tpcds_q22/duckdb:duckdb 🚨	68622327	62164796	1.10
tpcds_q23/duckdb:duckdb	77155676	82560785	0.93
tpcds_q24/duckdb:duckdb	26652497	26128230	1.02
tpcds_q25/duckdb:duckdb	18760736	18165905	1.03
tpcds_q26/duckdb:duckdb 🚨	29376595	26423365	1.11
tpcds_q27/duckdb:duckdb	42453706	39104677	1.09
tpcds_q28/duckdb:duckdb	22965509	21518309	1.07
tpcds_q29/duckdb:duckdb	20812135	20627580	1.01
tpcds_q30/duckdb:duckdb	29947058	30130480	0.99
tpcds_q31/duckdb:duckdb 🚨	54109675	48386403	1.12
tpcds_q32/duckdb:duckdb	8123931	7591927	1.07
tpcds_q33/duckdb:duckdb	13860148	13062652	1.06
tpcds_q34/duckdb:duckdb	16197896	16593352	0.98
tpcds_q35/duckdb:duckdb	35928325	34517682	1.04
tpcds_q36/duckdb:duckdb	69574019	70583830	0.99
tpcds_q37/duckdb:duckdb	8437603	7874558	1.07
tpcds_q38/duckdb:duckdb	32743408	31655341	1.03
tpcds_q39/duckdb:duckdb	27373659	29389480	0.93
tpcds_q40/duckdb:duckdb	14466976	13657621	1.06
tpcds_q41/duckdb:duckdb 🚨	9470625	8408575	1.13
tpcds_q42/duckdb:duckdb 🚨	7736759	6149782	1.26
tpcds_q43/duckdb:duckdb	12071600	11341146	1.06
tpcds_q44/duckdb:duckdb	12847477	13601512	0.94
tpcds_q45/duckdb:duckdb	17134211	17893139	0.96
tpcds_q46/duckdb:duckdb	39664426	38174533	1.04
tpcds_q47/duckdb:duckdb 🚨	45508340	40854066	1.11
tpcds_q48/duckdb:duckdb 🚨	24780031	21991138	1.13
tpcds_q49/duckdb:duckdb 🚨	18773050	16637073	1.13
tpcds_q50/duckdb:duckdb	15527674	14403516	1.08
tpcds_q51/duckdb:duckdb	93449348	89672163	1.04
tpcds_q52/duckdb:duckdb	7924037	7387277	1.07
tpcds_q53/duckdb:duckdb 🚨	14493900	13165950	1.10
tpcds_q54/duckdb:duckdb 🚨	18550283	16459217	1.13
tpcds_q55/duckdb:duckdb	7763128	7343889	1.06
tpcds_q56/duckdb:duckdb	14849499	14555426	1.02
tpcds_q57/duckdb:duckdb	34306679	32247544	1.06
tpcds_q58/duckdb:duckdb	13264767	12761890	1.04
tpcds_q59/duckdb:duckdb	35674679	36455223	0.98
tpcds_q60/duckdb:duckdb	15763429	15670076	1.01
tpcds_q61/duckdb:duckdb	16218170	14772750	1.10
tpcds_q62/duckdb:duckdb	10366568	9672620	1.07
tpcds_q63/duckdb:duckdb	13260112	12675270	1.05
tpcds_q64/duckdb:duckdb	57762213	56137711	1.03
tpcds_q65/duckdb:duckdb 🚨	35664398	31366890	1.14
tpcds_q66/duckdb:duckdb	25864354	26642755	0.97
tpcds_q67/duckdb:duckdb	139079834	130662653	1.06
tpcds_q68/duckdb:duckdb	27348824	26987558	1.01
tpcds_q69/duckdb:duckdb	27074080	25435075	1.06
tpcds_q70/duckdb:duckdb	14520902	14671029	0.99
tpcds_q71/duckdb:duckdb	12401893	12666213	0.98
tpcds_q72/duckdb:duckdb	46577527	44990693	1.04
tpcds_q73/duckdb:duckdb	11726296	11729604	1.00
tpcds_q74/duckdb:duckdb	154059750	145652231	1.06
tpcds_q75/duckdb:duckdb	42024996	42025017	1.00
tpcds_q76/duckdb:duckdb	12469713	11932583	1.05
tpcds_q77/duckdb:duckdb 🚨	13410539	11974227	1.12
tpcds_q78/duckdb:duckdb	67620509	63650040	1.06
tpcds_q79/duckdb:duckdb	19991120	20269553	0.99
tpcds_q80/duckdb:duckdb	29993670	27495488	1.09
tpcds_q81/duckdb:duckdb	41625278	40362136	1.03
tpcds_q82/duckdb:duckdb 🚨	9601495	8331097	1.15
tpcds_q83/duckdb:duckdb	10125451	9456409	1.07
tpcds_q84/duckdb:duckdb	14065828	14934740	0.94
tpcds_q85/duckdb:duckdb	24169194	23922839	1.01
tpcds_q86/duckdb:duckdb	11637356	11490835	1.01
tpcds_q87/duckdb:duckdb	36622837	35373247	1.04
tpcds_q88/duckdb:duckdb	27501197	26086604	1.05
tpcds_q89/duckdb:duckdb	15290614	14903690	1.03
tpcds_q90/duckdb:duckdb 🚨	6670023	5590500	1.19
tpcds_q91/duckdb:duckdb 🚨	14759683	12938339	1.14
tpcds_q92/duckdb:duckdb 🚨	10194226	8413431	1.21
tpcds_q93/duckdb:duckdb	23326494	22296711	1.05
tpcds_q94/duckdb:duckdb 🚀	11994929	13516834	0.89
tpcds_q95/duckdb:duckdb	114569015	107496998	1.07
tpcds_q96/duckdb:duckdb 🚨	5186585	4550476	1.14
tpcds_q97/duckdb:duckdb	29527194	29132751	1.01
tpcds_q98/duckdb:duckdb	13842444	14232420	0.97
tpcds_q99/duckdb:duckdb	16709569	16274075	1.03

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	+15.2%	+0.9%	+14.2%	+20.7%	➖ noise
1	datafusion:vortex-file-compressed	+10.3%	+0.9%	+9.3%	+22.3%	➖ noise
1	duckdb:duckdb	+4.8%	+0.9%	+3.9%	+21.0%	➖ noise
1	duckdb:vortex-compact	+8.0%	+0.9%	+7.0%	+23.2%	➖ noise
1	duckdb:vortex-file-compressed	+3.4%	+0.9%	+2.5%	+34.9%	➖ noise
2	datafusion:vortex-compact	+3.8%	+1.5%	+2.2%	+10.0%	➖ noise
2	datafusion:vortex-file-compressed	+7.2%	+1.5%	+5.6%	+10.0%	➖ noise
2	duckdb:duckdb	+4.4%	+1.5%	+2.8%	+10.0%	➖ noise
2	duckdb:vortex-compact	+0.9%	+1.5%	-0.5%	+23.0%	➖ noise
2	duckdb:vortex-file-compressed	+9.9%	+1.5%	+8.3%	+22.1%	➖ noise
3	datafusion:vortex-compact	-3.7%	+1.3%	-4.9%	+10.7%	➖ noise
3	datafusion:vortex-file-compressed	+5.1%	+1.3%	+3.8%	+10.6%	➖ noise
3	duckdb:duckdb	+11.6%	+1.3%	+10.2%	+14.6%	➖ noise
3	duckdb:vortex-compact	+2.3%	+1.3%	+1.1%	+10.9%	➖ noise
3	duckdb:vortex-file-compressed	-0.8%	+1.3%	-2.1%	+11.3%	➖ noise
4	datafusion:vortex-compact	+3.1%	-1.4%	+4.5%	+10.0%	➖ noise
4	datafusion:vortex-file-compressed	+10.1%	-1.4%	+11.6%	+10.0%	🚨 regression
4	duckdb:duckdb	+5.2%	-1.4%	+6.7%	+10.0%	➖ noise
4	duckdb:vortex-compact	+13.1%	-1.4%	+14.6%	+12.1%	🚨 regression
4	duckdb:vortex-file-compressed	+16.4%	-1.4%	+18.0%	+10.1%	🚨 regression
5	datafusion:vortex-compact	+2.0%	-0.5%	+2.5%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	+2.5%	-0.5%	+3.0%	+12.7%	➖ noise
5	duckdb:duckdb	+9.3%	-0.5%	+9.9%	+12.5%	➖ noise
5	duckdb:vortex-compact	+2.2%	-0.5%	+2.7%	+11.5%	➖ noise
5	duckdb:vortex-file-compressed	+13.5%	-0.5%	+14.1%	+12.9%	🚨 regression
6	datafusion:vortex-compact	-0.5%	+0.1%	-0.5%	+13.8%	➖ noise
6	datafusion:vortex-file-compressed	+1.0%	+0.1%	+1.0%	+10.0%	➖ noise
6	duckdb:duckdb	+5.6%	+0.1%	+5.6%	+12.1%	➖ noise
6	duckdb:vortex-compact	+5.9%	+0.1%	+5.8%	+10.1%	➖ noise
6	duckdb:vortex-file-compressed	+17.9%	+0.1%	+17.8%	+10.0%	🚨 regression
7	datafusion:vortex-compact	+6.5%	+3.9%	+2.5%	+10.0%	➖ noise
7	datafusion:vortex-file-compressed	+4.3%	+3.9%	+0.4%	+10.0%	➖ noise
7	duckdb:duckdb	+6.2%	+3.9%	+2.2%	+17.4%	➖ noise
7	duckdb:vortex-compact	+9.7%	+3.9%	+5.6%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+24.0%	+3.9%	+19.4%	+30.0%	➖ noise
8	datafusion:vortex-compact	+6.5%	+3.5%	+2.9%	+10.6%	➖ noise
8	datafusion:vortex-file-compressed	+4.5%	+3.5%	+1.0%	+10.3%	➖ noise
8	duckdb:duckdb	+2.3%	+3.5%	-1.2%	+10.4%	➖ noise
8	duckdb:vortex-compact	-7.7%	+3.5%	-10.8%	+10.0%	✅ faster
8	duckdb:vortex-file-compressed	+2.7%	+3.5%	-0.7%	+10.0%	➖ noise
9	datafusion:vortex-compact	+3.1%	+1.2%	+1.9%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+3.0%	+1.2%	+1.8%	+10.0%	➖ noise
9	duckdb:duckdb	+2.2%	+1.2%	+1.0%	+10.0%	➖ noise
9	duckdb:vortex-compact	+1.6%	+1.2%	+0.4%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+7.8%	+1.2%	+6.6%	+10.0%	➖ noise
10	datafusion:vortex-compact	+6.8%	+3.2%	+3.5%	+11.0%	➖ noise
10	datafusion:vortex-file-compressed	+4.6%	+3.2%	+1.4%	+12.6%	➖ noise
10	duckdb:duckdb	+9.3%	+3.2%	+6.0%	+10.0%	➖ noise
10	duckdb:vortex-compact	+11.9%	+3.2%	+8.5%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+14.5%	+3.2%	+11.0%	+13.2%	➖ noise
11	datafusion:vortex-compact	+3.2%	+2.8%	+0.4%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	+13.0%	+2.8%	+10.0%	+10.0%	➖ noise
11	duckdb:duckdb	-4.6%	+2.8%	-7.2%	+10.0%	➖ noise
11	duckdb:vortex-compact	+11.4%	+2.8%	+8.3%	+13.6%	➖ noise
11	duckdb:vortex-file-compressed	+18.1%	+2.8%	+14.9%	+10.0%	🚨 regression
12	datafusion:vortex-compact	+8.0%	+3.9%	+3.9%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	+6.3%	+3.9%	+2.3%	+10.1%	➖ noise
12	duckdb:duckdb	+6.1%	+3.9%	+2.1%	+13.7%	➖ noise
12	duckdb:vortex-compact	+5.7%	+3.9%	+1.8%	+10.2%	➖ noise
12	duckdb:vortex-file-compressed	+13.0%	+3.9%	+8.8%	+12.4%	➖ noise
13	datafusion:vortex-compact	+3.7%	+1.2%	+2.4%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	+5.6%	+1.2%	+4.3%	+10.0%	➖ noise
13	duckdb:duckdb	+6.1%	+1.2%	+4.8%	+10.0%	➖ noise
13	duckdb:vortex-compact	+12.2%	+1.2%	+10.8%	+10.0%	🚨 regression
13	duckdb:vortex-file-compressed	+3.5%	+1.2%	+2.3%	+10.0%	➖ noise
14	datafusion:vortex-compact	+5.2%	-1.3%	+6.6%	+10.7%	➖ noise
14	datafusion:vortex-file-compressed	+2.2%	-1.3%	+3.5%	+10.0%	➖ noise
14	duckdb:duckdb	+0.3%	-1.3%	+1.6%	+10.0%	➖ noise
14	duckdb:vortex-compact	-2.4%	-1.3%	-1.1%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	+8.8%	-1.3%	+10.2%	+10.0%	🚨 regression
15	datafusion:vortex-compact	+6.9%	+3.6%	+3.3%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+6.5%	+3.6%	+2.8%	+16.1%	➖ noise
15	duckdb:duckdb	+8.0%	+3.6%	+4.2%	+11.5%	➖ noise
15	duckdb:vortex-compact	+3.9%	+3.6%	+0.3%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	+23.4%	+3.6%	+19.1%	+13.3%	🚨 regression
16	datafusion:vortex-compact	+2.9%	-2.0%	+5.1%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+12.1%	-2.0%	+14.4%	+13.5%	🚨 regression
16	duckdb:duckdb	+3.7%	-2.0%	+5.9%	+14.3%	➖ noise
16	duckdb:vortex-compact	+6.8%	-2.0%	+9.0%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	+20.8%	-2.0%	+23.3%	+13.9%	🚨 regression
17	datafusion:vortex-compact	+2.3%	-4.6%	+7.2%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+5.8%	-4.6%	+10.9%	+10.0%	🚨 regression
17	duckdb:duckdb	+9.9%	-4.6%	+15.3%	+12.9%	🚨 regression
17	duckdb:vortex-compact	+2.5%	-4.6%	+7.5%	+15.0%	➖ noise
17	duckdb:vortex-file-compressed	+9.7%	-4.6%	+15.0%	+10.0%	🚨 regression
18	datafusion:vortex-compact	+6.8%	-0.2%	+7.1%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+6.1%	-0.2%	+6.3%	+10.0%	➖ noise
18	duckdb:duckdb	+2.1%	-0.2%	+2.3%	+10.0%	➖ noise
18	duckdb:vortex-compact	+7.4%	-0.2%	+7.6%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	+15.6%	-0.2%	+15.8%	+10.0%	🚨 regression
19	datafusion:vortex-compact	+3.4%	-1.4%	+4.8%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	+4.2%	-1.4%	+5.6%	+19.6%	➖ noise
19	duckdb:duckdb	+5.3%	-1.4%	+6.8%	+10.2%	➖ noise
19	duckdb:vortex-compact	+0.3%	-1.4%	+1.6%	+10.2%	➖ noise
19	duckdb:vortex-file-compressed	+18.4%	-1.4%	+20.0%	+10.0%	🚨 regression
20	datafusion:vortex-compact	+2.7%	-0.8%	+3.5%	+19.3%	➖ noise
20	datafusion:vortex-file-compressed	+8.8%	-0.8%	+9.7%	+10.0%	➖ noise
20	duckdb:duckdb	+6.8%	-0.8%	+7.7%	+10.0%	➖ noise
20	duckdb:vortex-compact	+1.8%	-0.8%	+2.6%	+10.0%	➖ noise
20	duckdb:vortex-file-compressed	+21.5%	-0.8%	+22.5%	+10.0%	🚨 regression
21	datafusion:vortex-compact	+3.8%	+2.7%	+1.1%	+10.0%	➖ noise
21	datafusion:vortex-file-compressed	+12.3%	+2.7%	+9.4%	+10.0%	➖ noise
21	duckdb:duckdb	+16.6%	+2.7%	+13.6%	+26.9%	➖ noise
21	duckdb:vortex-compact	+10.4%	+2.7%	+7.5%	+13.4%	➖ noise
21	duckdb:vortex-file-compressed	+9.0%	+2.7%	+6.2%	+10.0%	➖ noise
22	datafusion:vortex-compact	-7.9%	+3.3%	-10.8%	+32.3%	➖ noise
22	datafusion:vortex-file-compressed	+4.4%	+3.3%	+1.1%	+27.3%	➖ noise
22	duckdb:duckdb	+10.4%	+3.3%	+6.9%	+14.2%	➖ noise
22	duckdb:vortex-compact	-4.4%	+3.3%	-7.4%	+15.3%	➖ noise
22	duckdb:vortex-file-compressed	+8.7%	+3.3%	+5.3%	+15.4%	➖ noise
23	datafusion:vortex-compact	+11.9%	-0.4%	+12.3%	+10.5%	🚨 regression
23	datafusion:vortex-file-compressed	+6.6%	-0.4%	+7.0%	+10.0%	➖ noise
23	duckdb:duckdb	-6.5%	-0.4%	-6.2%	+14.1%	➖ noise
23	duckdb:vortex-compact	-3.1%	-0.4%	-2.8%	+21.5%	➖ noise
23	duckdb:vortex-file-compressed	+14.2%	-0.4%	+14.6%	+11.4%	🚨 regression
24	datafusion:vortex-compact	+3.4%	+0.9%	+2.4%	+10.0%	➖ noise
24	datafusion:vortex-file-compressed	+4.7%	+0.9%	+3.8%	+11.0%	➖ noise
24	duckdb:duckdb	+2.0%	+0.9%	+1.1%	+10.3%	➖ noise
24	duckdb:vortex-compact	-0.1%	+0.9%	-1.0%	+13.8%	➖ noise
24	duckdb:vortex-file-compressed	+16.3%	+0.9%	+15.2%	+18.1%	➖ noise
25	datafusion:vortex-compact	+13.2%	-0.2%	+13.4%	+10.0%	🚨 regression
25	datafusion:vortex-file-compressed	-0.3%	-0.2%	-0.1%	+10.0%	➖ noise
25	duckdb:duckdb	+3.3%	-0.2%	+3.5%	+10.0%	➖ noise
25	duckdb:vortex-compact	+2.5%	-0.2%	+2.7%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	+3.3%	-0.2%	+3.5%	+10.0%	➖ noise
26	datafusion:vortex-compact	+2.5%	+0.0%	+2.5%	+10.0%	➖ noise
26	datafusion:vortex-file-compressed	-0.4%	+0.0%	-0.4%	+10.0%	➖ noise
26	duckdb:duckdb	+11.2%	+0.0%	+11.2%	+14.1%	➖ noise
26	duckdb:vortex-compact	-0.1%	+0.0%	-0.1%	+10.0%	➖ noise
26	duckdb:vortex-file-compressed	+12.2%	+0.0%	+12.2%	+11.6%	🚨 regression
27	datafusion:vortex-compact	+5.9%	+0.5%	+5.4%	+12.3%	➖ noise
27	datafusion:vortex-file-compressed	+6.6%	+0.5%	+6.1%	+10.8%	➖ noise
27	duckdb:duckdb	+8.6%	+0.5%	+8.0%	+18.3%	➖ noise
27	duckdb:vortex-compact	+1.8%	+0.5%	+1.3%	+10.0%	➖ noise
27	duckdb:vortex-file-compressed	+16.5%	+0.5%	+15.9%	+19.2%	➖ noise
28	datafusion:vortex-compact	-0.1%	+1.5%	-1.6%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+4.3%	+1.5%	+2.7%	+10.0%	➖ noise
28	duckdb:duckdb	+6.7%	+1.5%	+5.1%	+10.0%	➖ noise
28	duckdb:vortex-compact	-1.3%	+1.5%	-2.8%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+9.3%	+1.5%	+7.7%	+10.0%	➖ noise
29	datafusion:vortex-compact	+3.8%	+0.4%	+3.4%	+12.8%	➖ noise
29	datafusion:vortex-file-compressed	+7.6%	+0.4%	+7.2%	+10.0%	➖ noise
29	duckdb:duckdb	+0.9%	+0.4%	+0.5%	+10.0%	➖ noise
29	duckdb:vortex-compact	-5.6%	+0.4%	-5.9%	+18.8%	➖ noise
29	duckdb:vortex-file-compressed	+18.4%	+0.4%	+17.9%	+10.0%	🚨 regression
30	datafusion:vortex-compact	+5.2%	+5.4%	-0.2%	+11.9%	➖ noise
30	datafusion:vortex-file-compressed	+8.0%	+5.4%	+2.5%	+10.0%	➖ noise
30	duckdb:duckdb	-0.6%	+5.4%	-5.7%	+12.1%	➖ noise
30	duckdb:vortex-compact	+4.4%	+5.4%	-1.0%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	+14.2%	+5.4%	+8.3%	+13.3%	➖ noise
31	datafusion:vortex-compact	+0.3%	+3.1%	-2.7%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+7.6%	+3.1%	+4.4%	+10.0%	➖ noise
31	duckdb:duckdb	+11.8%	+3.1%	+8.5%	+10.0%	➖ noise
31	duckdb:vortex-compact	-6.4%	+3.1%	-9.1%	+10.0%	✅ faster
31	duckdb:vortex-file-compressed	-15.6%	+3.1%	-18.1%	+14.0%	✅ faster
32	datafusion:vortex-compact	+5.5%	-5.5%	+11.7%	+11.5%	🚨 regression
32	datafusion:vortex-file-compressed	+3.4%	-5.5%	+9.4%	+11.5%	➖ noise
32	duckdb:duckdb	+7.0%	-5.5%	+13.3%	+14.3%	➖ noise
32	duckdb:vortex-compact	+3.2%	-5.5%	+9.2%	+10.4%	➖ noise
32	duckdb:vortex-file-compressed	+9.4%	-5.5%	+15.8%	+13.1%	🚨 regression
33	datafusion:vortex-compact	+2.7%	-1.2%	+3.9%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	+1.1%	-1.2%	+2.3%	+10.0%	➖ noise
33	duckdb:duckdb	+6.1%	-1.2%	+7.4%	+10.0%	➖ noise
33	duckdb:vortex-compact	-3.3%	-1.2%	-2.2%	+14.5%	➖ noise
33	duckdb:vortex-file-compressed	+15.9%	-1.2%	+17.2%	+10.0%	🚨 regression
34	datafusion:vortex-compact	+0.5%	-0.8%	+1.4%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	+0.6%	-0.8%	+1.5%	+10.0%	➖ noise
34	duckdb:duckdb	-2.4%	-0.8%	-1.6%	+10.6%	➖ noise
34	duckdb:vortex-compact	+8.7%	-0.8%	+9.5%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	+22.5%	-0.8%	+23.5%	+18.6%	🚨 regression
35	datafusion:vortex-compact	-1.8%	+5.1%	-6.6%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	+0.3%	+5.1%	-4.5%	+10.0%	➖ noise
35	duckdb:duckdb	+4.1%	+5.1%	-0.9%	+17.0%	➖ noise
35	duckdb:vortex-compact	+0.1%	+5.1%	-4.7%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	+17.6%	+5.1%	+11.9%	+10.9%	🚨 regression
36	datafusion:vortex-compact	-8.3%	-0.6%	-7.7%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	-4.1%	-0.6%	-3.5%	+12.2%	➖ noise
36	duckdb:duckdb	-1.4%	-0.6%	-0.8%	+10.0%	➖ noise
36	duckdb:vortex-compact	+0.5%	-0.6%	+1.1%	+10.0%	➖ noise
36	duckdb:vortex-file-compressed	+13.9%	-0.6%	+14.6%	+10.0%	🚨 regression
37	datafusion:vortex-compact	+7.7%	+2.5%	+5.1%	+10.0%	➖ noise
37	datafusion:vortex-file-compressed	+7.6%	+2.5%	+5.0%	+10.0%	➖ noise
37	duckdb:duckdb	+7.2%	+2.5%	+4.6%	+12.8%	➖ noise
37	duckdb:vortex-compact	+2.7%	+2.5%	+0.2%	+10.0%	➖ noise
37	duckdb:vortex-file-compressed	+10.1%	+2.5%	+7.5%	+10.0%	➖ noise
38	datafusion:vortex-compact	+5.1%	+6.0%	-0.9%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	+1.6%	+6.0%	-4.1%	+10.0%	➖ noise
38	duckdb:duckdb	+3.4%	+6.0%	-2.4%	+10.0%	➖ noise
38	duckdb:vortex-compact	+6.3%	+6.0%	+0.3%	+10.1%	➖ noise
38	duckdb:vortex-file-compressed	+5.1%	+6.0%	-0.8%	+12.1%	➖ noise
39	datafusion:vortex-compact	+6.9%	+0.7%	+6.1%	+16.0%	➖ noise
39	datafusion:vortex-file-compressed	+8.9%	+0.7%	+8.1%	+11.7%	➖ noise
39	duckdb:duckdb	-6.9%	+0.7%	-7.6%	+26.1%	➖ noise
39	duckdb:vortex-compact	+4.9%	+0.7%	+4.1%	+13.2%	➖ noise
39	duckdb:vortex-file-compressed	+8.1%	+0.7%	+7.3%	+15.6%	➖ noise
40	datafusion:vortex-compact	+7.3%	+2.6%	+4.5%	+10.0%	➖ noise
40	datafusion:vortex-file-compressed	+6.9%	+2.6%	+4.2%	+10.0%	➖ noise
40	duckdb:duckdb	+5.9%	+2.6%	+3.2%	+11.4%	➖ noise
40	duckdb:vortex-compact	+2.4%	+2.6%	-0.2%	+10.7%	➖ noise
40	duckdb:vortex-file-compressed	+28.0%	+2.6%	+24.7%	+12.8%	🚨 regression
41	datafusion:vortex-compact	+9.5%	+2.0%	+7.3%	+10.0%	➖ noise
41	datafusion:vortex-file-compressed	+6.7%	+2.0%	+4.7%	+15.2%	➖ noise
41	duckdb:duckdb	+12.6%	+2.0%	+10.4%	+12.8%	➖ noise
41	duckdb:vortex-compact	+2.8%	+2.0%	+0.8%	+10.0%	➖ noise
41	duckdb:vortex-file-compressed	+21.3%	+2.0%	+18.9%	+10.0%	🚨 regression
42	datafusion:vortex-compact	+8.0%	+6.9%	+1.0%	+10.5%	➖ noise
42	datafusion:vortex-file-compressed	+1.8%	+6.9%	-4.8%	+10.1%	➖ noise
42	duckdb:duckdb	+25.8%	+6.9%	+17.6%	+14.7%	🚨 regression
42	duckdb:vortex-compact	+0.9%	+6.9%	-5.6%	+10.4%	➖ noise
42	duckdb:vortex-file-compressed	+16.3%	+6.9%	+8.7%	+15.6%	➖ noise
43	datafusion:vortex-compact	+1.0%	-2.5%	+3.6%	+10.0%	➖ noise
43	datafusion:vortex-file-compressed	+5.2%	-2.5%	+7.9%	+10.0%	➖ noise
43	duckdb:duckdb	+6.4%	-2.5%	+9.2%	+10.0%	➖ noise
43	duckdb:vortex-compact	+2.9%	-2.5%	+5.5%	+14.8%	➖ noise
43	duckdb:vortex-file-compressed	+8.1%	-2.5%	+10.9%	+10.6%	🚨 regression
44	datafusion:vortex-compact	+5.3%	+2.3%	+2.9%	+10.0%	➖ noise
44	datafusion:vortex-file-compressed	+5.5%	+2.3%	+3.1%	+11.4%	➖ noise
44	duckdb:duckdb	-5.5%	+2.3%	-7.7%	+11.6%	➖ noise
44	duckdb:vortex-compact	+17.6%	+2.3%	+15.0%	+16.3%	➖ noise
44	duckdb:vortex-file-compressed	+16.5%	+2.3%	+13.9%	+12.0%	🚨 regression
45	datafusion:vortex-compact	+3.5%	+0.4%	+3.1%	+10.0%	➖ noise
45	datafusion:vortex-file-compressed	+0.2%	+0.4%	-0.2%	+10.0%	➖ noise
45	duckdb:duckdb	-4.2%	+0.4%	-4.6%	+12.3%	➖ noise
45	duckdb:vortex-compact	+20.5%	+0.4%	+20.0%	+12.1%	🚨 regression
45	duckdb:vortex-file-compressed	+5.4%	+0.4%	+5.0%	+11.5%	➖ noise
46	datafusion:vortex-compact	+4.8%	+2.5%	+2.3%	+11.1%	➖ noise
46	datafusion:vortex-file-compressed	+3.6%	+2.5%	+1.1%	+16.6%	➖ noise
46	duckdb:duckdb	+3.9%	+2.5%	+1.4%	+11.4%	➖ noise
46	duckdb:vortex-compact	+1.3%	+2.5%	-1.2%	+10.0%	➖ noise
46	duckdb:vortex-file-compressed	+10.4%	+2.5%	+7.7%	+10.0%	➖ noise
47	datafusion:vortex-compact	+6.9%	+0.2%	+6.7%	+10.0%	➖ noise
47	datafusion:vortex-file-compressed	+5.6%	+0.2%	+5.4%	+10.0%	➖ noise
47	duckdb:duckdb	+11.4%	+0.2%	+11.2%	+10.0%	🚨 regression
47	duckdb:vortex-compact	-0.6%	+0.2%	-0.8%	+10.0%	➖ noise
47	duckdb:vortex-file-compressed	+20.0%	+0.2%	+19.7%	+10.0%	🚨 regression
48	datafusion:vortex-compact	+5.1%	+4.3%	+0.7%	+10.8%	➖ noise
48	datafusion:vortex-file-compressed	+8.5%	+4.3%	+4.0%	+10.0%	➖ noise
48	duckdb:duckdb	+12.7%	+4.3%	+8.0%	+10.3%	➖ noise
48	duckdb:vortex-compact	+7.9%	+4.3%	+3.4%	+10.0%	➖ noise
48	duckdb:vortex-file-compressed	+21.5%	+4.3%	+16.5%	+10.0%	🚨 regression
49	datafusion:vortex-compact	+1.5%	+3.6%	-2.0%	+10.0%	➖ noise
49	datafusion:vortex-file-compressed	+6.4%	+3.6%	+2.7%	+10.0%	➖ noise
49	duckdb:duckdb	+12.8%	+3.6%	+8.9%	+11.0%	➖ noise
49	duckdb:vortex-compact	+3.5%	+3.6%	-0.1%	+12.1%	➖ noise
49	duckdb:vortex-file-compressed	+13.8%	+3.6%	+9.9%	+28.0%	➖ noise
50	datafusion:vortex-compact	+2.6%	+3.6%	-1.0%	+10.0%	➖ noise
50	datafusion:vortex-file-compressed	+6.3%	+3.6%	+2.6%	+10.0%	➖ noise
50	duckdb:duckdb	+7.8%	+3.6%	+4.1%	+10.5%	➖ noise
50	duckdb:vortex-compact	+1.0%	+3.6%	-2.5%	+10.0%	➖ noise
50	duckdb:vortex-file-compressed	+3.1%	+3.6%	-0.5%	+11.5%	➖ noise
51	datafusion:vortex-compact	+2.9%	-0.1%	+3.1%	+10.0%	➖ noise
51	datafusion:vortex-file-compressed	+5.5%	-0.1%	+5.7%	+10.0%	➖ noise
51	duckdb:duckdb	+4.2%	-0.1%	+4.3%	+10.0%	➖ noise
51	duckdb:vortex-compact	-3.5%	-0.1%	-3.3%	+15.6%	➖ noise
51	duckdb:vortex-file-compressed	+22.9%	-0.1%	+23.0%	+27.2%	➖ noise
52	datafusion:vortex-compact	+5.1%	-0.0%	+5.1%	+10.0%	➖ noise
52	datafusion:vortex-file-compressed	+6.3%	-0.0%	+6.4%	+10.0%	➖ noise
52	duckdb:duckdb	+7.3%	-0.0%	+7.3%	+14.5%	➖ noise
52	duckdb:vortex-compact	+5.0%	-0.0%	+5.0%	+10.4%	➖ noise
52	duckdb:vortex-file-compressed	+13.7%	-0.0%	+13.8%	+11.4%	🚨 regression
53	datafusion:vortex-compact	+8.1%	+2.3%	+5.6%	+10.0%	➖ noise
53	datafusion:vortex-file-compressed	+6.3%	+2.3%	+3.8%	+11.7%	➖ noise
53	duckdb:duckdb	+10.1%	+2.3%	+7.6%	+10.0%	➖ noise
53	duckdb:vortex-compact	+2.1%	+2.3%	-0.3%	+10.0%	➖ noise
53	duckdb:vortex-file-compressed	+14.9%	+2.3%	+12.3%	+10.0%	🚨 regression
54	datafusion:vortex-compact	+4.3%	+6.8%	-2.3%	+10.0%	➖ noise
54	datafusion:vortex-file-compressed	+8.5%	+6.8%	+1.6%	+10.0%	➖ noise
54	duckdb:duckdb	+12.7%	+6.8%	+5.5%	+10.0%	➖ noise
54	duckdb:vortex-compact	-2.4%	+6.8%	-8.6%	+10.0%	➖ noise
54	duckdb:vortex-file-compressed	+12.1%	+6.8%	+5.0%	+10.0%	➖ noise
55	datafusion:vortex-compact	+2.5%	+2.9%	-0.4%	+17.1%	➖ noise
55	datafusion:vortex-file-compressed	+6.2%	+2.9%	+3.3%	+10.0%	➖ noise
55	duckdb:duckdb	+5.7%	+2.9%	+2.7%	+10.9%	➖ noise
55	duckdb:vortex-compact	-6.1%	+2.9%	-8.8%	+15.4%	➖ noise
55	duckdb:vortex-file-compressed	+13.5%	+2.9%	+10.3%	+20.4%	➖ noise
56	datafusion:vortex-compact	+3.0%	+5.4%	-2.3%	+10.9%	➖ noise
56	datafusion:vortex-file-compressed	+4.1%	+5.4%	-1.3%	+10.7%	➖ noise
56	duckdb:duckdb	+2.0%	+5.4%	-3.2%	+17.5%	➖ noise
56	duckdb:vortex-compact	+0.7%	+5.4%	-4.5%	+11.2%	➖ noise
56	duckdb:vortex-file-compressed	+5.2%	+5.4%	-0.2%	+19.3%	➖ noise
57	datafusion:vortex-compact	+3.8%	+1.8%	+1.9%	+11.3%	➖ noise
57	datafusion:vortex-file-compressed	+4.5%	+1.8%	+2.6%	+10.0%	➖ noise
57	duckdb:duckdb	+6.4%	+1.8%	+4.5%	+17.4%	➖ noise
57	duckdb:vortex-compact	+7.2%	+1.8%	+5.3%	+10.0%	➖ noise
57	duckdb:vortex-file-compressed	-5.0%	+1.8%	-6.7%	+16.6%	➖ noise
58	datafusion:vortex-compact	+2.6%	-0.1%	+2.7%	+10.1%	➖ noise
58	datafusion:vortex-file-compressed	+5.6%	-0.1%	+5.7%	+10.0%	➖ noise
58	duckdb:duckdb	+3.9%	-0.1%	+4.1%	+12.7%	➖ noise
58	duckdb:vortex-compact	-3.8%	-0.1%	-3.7%	+10.0%	➖ noise
58	duckdb:vortex-file-compressed	+14.7%	-0.1%	+14.8%	+14.0%	🚨 regression
59	datafusion:vortex-compact	-1.5%	+2.4%	-3.8%	+10.0%	➖ noise
59	datafusion:vortex-file-compressed	+3.5%	+2.4%	+1.1%	+10.0%	➖ noise
59	duckdb:duckdb	-2.1%	+2.4%	-4.4%	+10.0%	➖ noise
59	duckdb:vortex-compact	+2.9%	+2.4%	+0.5%	+10.0%	➖ noise
59	duckdb:vortex-file-compressed	+9.3%	+2.4%	+6.8%	+10.0%	➖ noise
60	datafusion:vortex-compact	+2.4%	-2.4%	+5.0%	+10.0%	➖ noise
60	datafusion:vortex-file-compressed	+11.6%	-2.4%	+14.4%	+10.3%	🚨 regression
60	duckdb:duckdb	+0.6%	-2.4%	+3.1%	+10.0%	➖ noise
60	duckdb:vortex-compact	+1.2%	-2.4%	+3.8%	+10.0%	➖ noise
60	duckdb:vortex-file-compressed	+5.5%	-2.4%	+8.1%	+11.7%	➖ noise
61	datafusion:vortex-compact	-0.3%	-0.6%	+0.3%	+10.0%	➖ noise
61	datafusion:vortex-file-compressed	+5.7%	-0.6%	+6.3%	+10.0%	➖ noise
61	duckdb:duckdb	+9.8%	-0.6%	+10.4%	+10.0%	🚨 regression
61	duckdb:vortex-compact	-7.3%	-0.6%	-6.8%	+10.0%	➖ noise
61	duckdb:vortex-file-compressed	+23.7%	-0.6%	+24.4%	+14.8%	🚨 regression
62	datafusion:vortex-compact	-6.5%	+10.6%	-15.5%	+31.3%	➖ noise
62	datafusion:vortex-file-compressed	+7.8%	+10.6%	-2.5%	+31.0%	➖ noise
62	duckdb:duckdb	+7.2%	+10.6%	-3.1%	+21.2%	➖ noise
62	duckdb:vortex-compact	+5.9%	+10.6%	-4.2%	+18.9%	➖ noise
62	duckdb:vortex-file-compressed	+22.6%	+10.6%	+10.9%	+23.2%	➖ noise
63	datafusion:vortex-compact	+0.6%	+4.1%	-3.4%	+10.0%	➖ noise
63	datafusion:vortex-file-compressed	+6.2%	+4.1%	+2.0%	+10.0%	➖ noise
63	duckdb:duckdb	+4.6%	+4.1%	+0.5%	+10.0%	➖ noise
63	duckdb:vortex-compact	-1.4%	+4.1%	-5.3%	+10.0%	➖ noise
63	duckdb:vortex-file-compressed	+24.5%	+4.1%	+19.6%	+10.0%	🚨 regression
64	datafusion:vortex-compact	+0.1%	+8.4%	-7.6%	+10.0%	➖ noise
64	datafusion:vortex-file-compressed	+7.0%	+8.4%	-1.2%	+10.0%	➖ noise
64	duckdb:duckdb	+2.9%	+8.4%	-5.0%	+10.0%	➖ noise
64	duckdb:vortex-compact	+4.3%	+8.4%	-3.8%	+10.0%	➖ noise
64	duckdb:vortex-file-compressed	+15.0%	+8.4%	+6.1%	+10.0%	➖ noise
65	datafusion:vortex-compact	+1.4%	+5.1%	-3.6%	+10.0%	➖ noise
65	datafusion:vortex-file-compressed	+6.9%	+5.1%	+1.7%	+12.5%	➖ noise
65	duckdb:duckdb	+13.7%	+5.1%	+8.2%	+13.3%	➖ noise
65	duckdb:vortex-compact	+1.5%	+5.1%	-3.4%	+10.0%	➖ noise
65	duckdb:vortex-file-compressed	+8.4%	+5.1%	+3.1%	+10.0%	➖ noise
66	datafusion:vortex-compact	+3.2%	+5.0%	-1.8%	+11.5%	➖ noise
66	datafusion:vortex-file-compressed	+1.8%	+5.0%	-3.1%	+10.8%	➖ noise
66	duckdb:duckdb	-2.9%	+5.0%	-7.6%	+10.6%	➖ noise
66	duckdb:vortex-compact	-0.7%	+5.0%	-5.5%	+18.1%	➖ noise
66	duckdb:vortex-file-compressed	+5.3%	+5.0%	+0.3%	+10.9%	➖ noise
67	datafusion:vortex-compact	+1.9%	+2.6%	-0.6%	+10.0%	➖ noise
67	datafusion:vortex-file-compressed	+1.3%	+2.6%	-1.3%	+10.0%	➖ noise
67	duckdb:duckdb	+6.4%	+2.6%	+3.8%	+10.0%	➖ noise
67	duckdb:vortex-compact	+4.4%	+2.6%	+1.7%	+10.0%	➖ noise
67	duckdb:vortex-file-compressed	+16.7%	+2.6%	+13.8%	+12.1%	🚨 regression
68	datafusion:vortex-compact	-1.0%	+5.9%	-6.5%	+23.1%	➖ noise
68	datafusion:vortex-file-compressed	+6.7%	+5.9%	+0.7%	+10.0%	➖ noise
68	duckdb:duckdb	+1.3%	+5.9%	-4.3%	+10.0%	➖ noise
68	duckdb:vortex-compact	+1.2%	+5.9%	-4.5%	+10.0%	➖ noise
68	duckdb:vortex-file-compressed	+5.3%	+5.9%	-0.6%	+13.8%	➖ noise
69	datafusion:vortex-compact	+0.7%	+8.0%	-6.8%	+10.3%	➖ noise
69	datafusion:vortex-file-compressed	+6.4%	+8.0%	-1.5%	+10.0%	➖ noise
69	duckdb:duckdb	+6.4%	+8.0%	-1.4%	+10.0%	➖ noise
69	duckdb:vortex-compact	+4.8%	+8.0%	-2.9%	+10.0%	➖ noise
69	duckdb:vortex-file-compressed	+20.9%	+8.0%	+12.0%	+10.0%	🚨 regression
70	datafusion:vortex-compact	+1.4%	+4.6%	-3.0%	+10.0%	➖ noise
70	datafusion:vortex-file-compressed	-1.3%	+4.6%	-5.6%	+14.5%	➖ noise
70	duckdb:duckdb	-1.0%	+4.6%	-5.3%	+18.3%	➖ noise
70	duckdb:vortex-compact	-6.4%	+4.6%	-10.5%	+14.5%	➖ noise
70	duckdb:vortex-file-compressed	+16.9%	+4.6%	+11.8%	+10.8%	🚨 regression
71	datafusion:vortex-compact	+6.0%	+7.0%	-0.9%	+10.3%	➖ noise
71	datafusion:vortex-file-compressed	+5.3%	+7.0%	-1.6%	+14.5%	➖ noise
71	duckdb:duckdb	-2.1%	+7.0%	-8.5%	+12.6%	➖ noise
71	duckdb:vortex-compact	+1.0%	+7.0%	-5.6%	+10.0%	➖ noise
71	duckdb:vortex-file-compressed	+17.4%	+7.0%	+9.7%	+10.0%	➖ noise
72	datafusion:vortex-compact	+4.6%	+5.5%	-0.9%	+10.0%	➖ noise
72	datafusion:vortex-file-compressed	+10.5%	+5.5%	+4.7%	+10.0%	➖ noise
72	duckdb:duckdb	+3.5%	+5.5%	-1.9%	+10.6%	➖ noise
72	duckdb:vortex-compact	+2.0%	+5.5%	-3.3%	+10.0%	➖ noise
72	duckdb:vortex-file-compressed	+6.1%	+5.5%	+0.5%	+10.0%	➖ noise
73	datafusion:vortex-compact	+1.3%	+2.7%	-1.4%	+10.0%	➖ noise
73	datafusion:vortex-file-compressed	+6.3%	+2.7%	+3.5%	+21.6%	➖ noise
73	duckdb:duckdb	-0.0%	+2.7%	-2.7%	+11.6%	➖ noise
73	duckdb:vortex-compact	-0.7%	+2.7%	-3.3%	+10.0%	➖ noise
73	duckdb:vortex-file-compressed	+20.8%	+2.7%	+17.6%	+15.2%	🚨 regression
74	datafusion:vortex-compact	+2.5%	+2.3%	+0.1%	+10.0%	➖ noise
74	datafusion:vortex-file-compressed	+8.0%	+2.3%	+5.5%	+10.0%	➖ noise
74	duckdb:duckdb	+5.8%	+2.3%	+3.3%	+10.0%	➖ noise
74	duckdb:vortex-compact	-7.2%	+2.3%	-9.3%	+21.6%	➖ noise
74	duckdb:vortex-file-compressed	-3.8%	+2.3%	-6.0%	+26.8%	➖ noise
75	datafusion:vortex-compact	+8.6%	+1.2%	+7.3%	+10.0%	➖ noise
75	datafusion:vortex-file-compressed	+6.2%	+1.2%	+4.9%	+10.5%	➖ noise
75	duckdb:duckdb	-0.0%	+1.2%	-1.2%	+11.4%	➖ noise
75	duckdb:vortex-compact	+7.9%	+1.2%	+6.6%	+10.0%	➖ noise
75	duckdb:vortex-file-compressed	+7.8%	+1.2%	+6.6%	+10.7%	➖ noise
76	datafusion:vortex-compact	+6.3%	+4.2%	+2.0%	+10.0%	➖ noise
76	datafusion:vortex-file-compressed	+9.6%	+4.2%	+5.2%	+21.9%	➖ noise
76	duckdb:duckdb	+4.5%	+4.2%	+0.3%	+14.5%	➖ noise
76	duckdb:vortex-compact	-6.6%	+4.2%	-10.3%	+18.2%	➖ noise
76	duckdb:vortex-file-compressed	+6.2%	+4.2%	+2.0%	+18.8%	➖ noise
77	datafusion:vortex-compact	+2.4%	+3.1%	-0.6%	+10.3%	➖ noise
77	datafusion:vortex-file-compressed	+6.8%	+3.1%	+3.6%	+10.0%	➖ noise
77	duckdb:duckdb	+12.0%	+3.1%	+8.7%	+11.2%	➖ noise
77	duckdb:vortex-compact	+3.5%	+3.1%	+0.4%	+14.3%	➖ noise
77	duckdb:vortex-file-compressed	+3.1%	+3.1%	+0.1%	+10.0%	➖ noise
78	datafusion:vortex-compact	+4.8%	+3.8%	+0.9%	+10.0%	➖ noise
78	datafusion:vortex-file-compressed	+7.2%	+3.8%	+3.2%	+10.0%	➖ noise
78	duckdb:duckdb	+6.2%	+3.8%	+2.3%	+10.0%	➖ noise
78	duckdb:vortex-compact	+3.1%	+3.8%	-0.7%	+10.0%	➖ noise
78	duckdb:vortex-file-compressed	+11.6%	+3.8%	+7.5%	+10.0%	➖ noise
79	datafusion:vortex-compact	-1.6%	+5.0%	-6.2%	+10.0%	➖ noise
79	datafusion:vortex-file-compressed	+9.1%	+5.0%	+4.0%	+10.9%	➖ noise
79	duckdb:duckdb	-1.4%	+5.0%	-6.0%	+10.0%	➖ noise
79	duckdb:vortex-compact	+4.8%	+5.0%	-0.2%	+10.0%	➖ noise
79	duckdb:vortex-file-compressed	+1.3%	+5.0%	-3.5%	+16.2%	➖ noise
80	datafusion:vortex-compact	+4.9%	+1.3%	+3.5%	+10.0%	➖ noise
80	datafusion:vortex-file-compressed	+7.4%	+1.3%	+6.0%	+10.2%	➖ noise
80	duckdb:duckdb	+9.1%	+1.3%	+7.6%	+12.0%	➖ noise
80	duckdb:vortex-compact	+11.1%	+1.3%	+9.6%	+14.0%	➖ noise
80	duckdb:vortex-file-compressed	+8.3%	+1.3%	+6.9%	+14.4%	➖ noise
81	datafusion:vortex-compact	+4.8%	+6.6%	-1.7%	+11.7%	➖ noise
81	datafusion:vortex-file-compressed	+4.3%	+6.6%	-2.2%	+10.0%	➖ noise
81	duckdb:duckdb	+3.1%	+6.6%	-3.3%	+10.0%	➖ noise
81	duckdb:vortex-compact	+6.9%	+6.6%	+0.3%	+11.8%	➖ noise
81	duckdb:vortex-file-compressed	+17.8%	+6.6%	+10.5%	+10.0%	🚨 regression
82	datafusion:vortex-compact	+3.2%	+2.8%	+0.4%	+10.0%	➖ noise
82	datafusion:vortex-file-compressed	-1.8%	+2.8%	-4.5%	+10.0%	➖ noise
82	duckdb:duckdb	+15.2%	+2.8%	+12.1%	+14.6%	➖ noise
82	duckdb:vortex-compact	+4.9%	+2.8%	+2.1%	+10.3%	➖ noise
82	duckdb:vortex-file-compressed	+22.9%	+2.8%	+19.5%	+11.1%	🚨 regression
83	datafusion:vortex-compact	+3.9%	+6.6%	-2.5%	+10.0%	➖ noise
83	datafusion:vortex-file-compressed	+5.4%	+6.6%	-1.1%	+17.9%	➖ noise
83	duckdb:duckdb	+7.1%	+6.6%	+0.5%	+11.7%	➖ noise
83	duckdb:vortex-compact	+5.4%	+6.6%	-1.1%	+10.9%	➖ noise
83	duckdb:vortex-file-compressed	+17.4%	+6.6%	+10.2%	+16.4%	➖ noise
84	datafusion:vortex-compact	+0.3%	+4.6%	-4.1%	+10.0%	➖ noise
84	datafusion:vortex-file-compressed	+12.2%	+4.6%	+7.2%	+10.0%	➖ noise
84	duckdb:duckdb	-5.8%	+4.6%	-10.0%	+10.0%	✅ faster
84	duckdb:vortex-compact	-0.5%	+4.6%	-4.9%	+10.0%	➖ noise
84	duckdb:vortex-file-compressed	-4.8%	+4.6%	-9.0%	+13.7%	➖ noise
85	datafusion:vortex-compact	+11.8%	+3.9%	+7.6%	+10.0%	➖ noise
85	datafusion:vortex-file-compressed	+3.8%	+3.9%	-0.1%	+10.0%	➖ noise
85	duckdb:duckdb	+1.0%	+3.9%	-2.8%	+13.7%	➖ noise
85	duckdb:vortex-compact	+3.3%	+3.9%	-0.6%	+10.0%	➖ noise
85	duckdb:vortex-file-compressed	+12.1%	+3.9%	+7.9%	+10.0%	➖ noise
86	datafusion:vortex-compact	+17.1%	+4.6%	+11.9%	+19.7%	➖ noise
86	datafusion:vortex-file-compressed	+12.1%	+4.6%	+7.2%	+19.4%	➖ noise
86	duckdb:duckdb	+1.3%	+4.6%	-3.2%	+17.7%	➖ noise
86	duckdb:vortex-compact	-2.5%	+4.6%	-6.8%	+17.4%	➖ noise
86	duckdb:vortex-file-compressed	+5.6%	+4.6%	+0.9%	+14.5%	➖ noise
87	datafusion:vortex-compact	+2.0%	+3.8%	-1.7%	+10.0%	➖ noise
87	datafusion:vortex-file-compressed	+7.4%	+3.8%	+3.4%	+10.0%	➖ noise
87	duckdb:duckdb	+3.5%	+3.8%	-0.3%	+12.2%	➖ noise
87	duckdb:vortex-compact	-1.0%	+3.8%	-4.6%	+15.0%	➖ noise
87	duckdb:vortex-file-compressed	+12.9%	+3.8%	+8.7%	+10.0%	➖ noise
88	datafusion:vortex-compact	+1.0%	+0.4%	+0.6%	+10.0%	➖ noise
88	datafusion:vortex-file-compressed	+10.2%	+0.4%	+9.8%	+10.1%	➖ noise
88	duckdb:duckdb	+5.4%	+0.4%	+5.0%	+14.1%	➖ noise
88	duckdb:vortex-compact	+123.5%	+0.4%	+122.7%	+10.8%	🚨 regression
88	duckdb:vortex-file-compressed	+101.5%	+0.4%	+100.8%	+14.4%	🚨 regression
89	datafusion:vortex-compact	+4.2%	+1.1%	+3.1%	+10.0%	➖ noise
89	datafusion:vortex-file-compressed	+5.0%	+1.1%	+3.8%	+13.3%	➖ noise
89	duckdb:duckdb	+2.6%	+1.1%	+1.5%	+11.0%	➖ noise
89	duckdb:vortex-compact	+3.3%	+1.1%	+2.1%	+10.0%	➖ noise
89	duckdb:vortex-file-compressed	+4.6%	+1.1%	+3.5%	+14.9%	➖ noise
90	datafusion:vortex-compact	-2.8%	+8.4%	-10.3%	+10.0%	✅ faster
90	datafusion:vortex-file-compressed	+9.4%	+8.4%	+1.0%	+10.0%	➖ noise
90	duckdb:duckdb	+19.3%	+8.4%	+10.1%	+11.1%	➖ noise
90	duckdb:vortex-compact	+6.5%	+8.4%	-1.7%	+18.4%	➖ noise
90	duckdb:vortex-file-compressed	+8.7%	+8.4%	+0.3%	+10.3%	➖ noise
91	datafusion:vortex-compact	+5.3%	+9.3%	-3.7%	+10.0%	➖ noise
91	datafusion:vortex-file-compressed	+4.8%	+9.3%	-4.2%	+10.0%	➖ noise
91	duckdb:duckdb	+14.1%	+9.3%	+4.3%	+14.1%	➖ noise
91	duckdb:vortex-compact	+9.2%	+9.3%	-0.1%	+10.0%	➖ noise
91	duckdb:vortex-file-compressed	+9.3%	+9.3%	-0.0%	+11.7%	➖ noise
92	datafusion:vortex-compact	-1.8%	+11.9%	-12.2%	+13.6%	✅ faster
92	datafusion:vortex-file-compressed	+1.4%	+11.9%	-9.4%	+10.0%	✅ faster
92	duckdb:duckdb	+21.2%	+11.9%	+8.3%	+13.3%	➖ noise
92	duckdb:vortex-compact	+10.1%	+11.9%	-1.6%	+16.6%	➖ noise
92	duckdb:vortex-file-compressed	+15.7%	+11.9%	+3.4%	+14.0%	➖ noise
93	datafusion:vortex-compact	+0.4%	+6.2%	-5.5%	+10.0%	➖ noise
93	datafusion:vortex-file-compressed	+6.8%	+6.2%	+0.6%	+10.0%	➖ noise
93	duckdb:duckdb	+4.6%	+6.2%	-1.5%	+11.9%	➖ noise
93	duckdb:vortex-compact	+5.1%	+6.2%	-1.0%	+17.4%	➖ noise
93	duckdb:vortex-file-compressed	+22.1%	+6.2%	+15.0%	+13.5%	🚨 regression
94	datafusion:vortex-compact	+10.9%	+10.7%	+0.1%	+12.7%	➖ noise
94	datafusion:vortex-file-compressed	+3.1%	+10.7%	-6.9%	+11.2%	➖ noise
94	duckdb:duckdb	-11.3%	+10.7%	-19.9%	+13.7%	✅ faster
94	duckdb:vortex-compact	+8.3%	+10.7%	-2.2%	+13.4%	➖ noise
94	duckdb:vortex-file-compressed	+10.7%	+10.7%	-0.0%	+17.0%	➖ noise
95	datafusion:vortex-compact	-0.3%	+8.9%	-8.4%	+10.0%	➖ noise
95	datafusion:vortex-file-compressed	+3.5%	+8.9%	-5.0%	+10.0%	➖ noise
95	duckdb:duckdb	+6.6%	+8.9%	-2.1%	+21.3%	➖ noise
95	duckdb:vortex-compact	-0.4%	+8.9%	-8.6%	+14.6%	➖ noise
95	duckdb:vortex-file-compressed	+3.4%	+8.9%	-5.0%	+15.4%	➖ noise
96	datafusion:vortex-compact	+2.4%	+2.8%	-0.4%	+10.0%	➖ noise
96	datafusion:vortex-file-compressed	+7.9%	+2.8%	+5.0%	+10.0%	➖ noise
96	duckdb:duckdb	+14.0%	+2.8%	+10.9%	+15.5%	➖ noise
96	duckdb:vortex-compact	+8.6%	+2.8%	+5.6%	+10.0%	➖ noise
96	duckdb:vortex-file-compressed	+19.7%	+2.8%	+16.5%	+11.4%	🚨 regression
97	datafusion:vortex-compact	-1.7%	+13.9%	-13.7%	+12.5%	✅ faster
97	datafusion:vortex-file-compressed	+3.9%	+13.9%	-8.8%	+10.0%	➖ noise
97	duckdb:duckdb	+1.4%	+13.9%	-11.0%	+10.5%	✅ faster
97	duckdb:vortex-compact	+5.3%	+13.9%	-7.6%	+14.2%	➖ noise
97	duckdb:vortex-file-compressed	+12.4%	+13.9%	-1.3%	+10.7%	➖ noise
98	datafusion:vortex-compact	+4.2%	+1.9%	+2.2%	+10.0%	➖ noise
98	datafusion:vortex-file-compressed	+12.1%	+1.9%	+10.0%	+11.7%	➖ noise
98	duckdb:duckdb	-2.7%	+1.9%	-4.6%	+14.8%	➖ noise
98	duckdb:vortex-compact	+1.2%	+1.9%	-0.7%	+10.0%	➖ noise
98	duckdb:vortex-file-compressed	+3.3%	+1.9%	+1.4%	+10.0%	➖ noise
99	datafusion:vortex-compact	-16.9%	+5.3%	-21.1%	+14.0%	✅ faster
99	datafusion:vortex-file-compressed	+11.9%	+5.3%	+6.3%	+24.0%	➖ noise
99	duckdb:duckdb	+2.7%	+5.3%	-2.5%	+13.2%	➖ noise
99	duckdb:vortex-compact	+10.2%	+5.3%	+4.6%	+16.2%	➖ noise
99	duckdb:vortex-file-compressed	+7.8%	+5.3%	+2.4%	+26.0%	➖ noise

[github-actions]

File Sizes: TPC-DS SF=1 on NVME

No file size changes detected.

[github-actions]

Benchmarks: FineWeb S3

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -2.8%
Vortex (geomean): 0.960x ➖
Parquet (geomean): 0.988x ➖
Shifts: Parquet (control) -1.2% · Median polish -2.1%

---

datafusion / vortex-file-compressed (0.961x ➖, 0↑ 1↓)

name	PR 86ce16f (ns)	base 40112f4 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-file-compressed	36019010	35650039	1.01
fineweb_q01/datafusion:vortex-file-compressed 🚨	743626343	537275746	1.38
fineweb_q02/datafusion:vortex-file-compressed	568766956	504503228	1.13
fineweb_q03/datafusion:vortex-file-compressed	1361506587	1534402473	0.89
fineweb_q04/datafusion:vortex-file-compressed	1396341780	1627251003	0.86
fineweb_q05/datafusion:vortex-file-compressed	1436239872	1439832137	1.00
fineweb_q06/datafusion:vortex-file-compressed	1453787565	1781915778	0.82
fineweb_q07/datafusion:vortex-file-compressed	1349516243	1561201255	0.86
fineweb_q08/datafusion:vortex-file-compressed	517506210	624239000	0.83

datafusion / vortex-compact (1.041x ➖, 0↑ 0↓)

name	PR 86ce16f (ns)	base 40112f4 (ns)	ratio (PR/base)
fineweb_q00/datafusion:vortex-compact	33817795	35555838	0.95
fineweb_q01/datafusion:vortex-compact	598671670	537611679	1.11
fineweb_q02/datafusion:vortex-compact	565032544	563778321	1.00
fineweb_q03/datafusion:vortex-compact	1476358975	1552958908	0.95
fineweb_q04/datafusion:vortex-compact	1761494418	1776968189	0.99
fineweb_q05/datafusion:vortex-compact	1482436130	1445599576	1.03
fineweb_q06/datafusion:vortex-compact	1437379661	1292237587	1.11
fineweb_q07/datafusion:vortex-compact	1191629449	1147450620	1.04
fineweb_q08/datafusion:vortex-compact	467355595	385745259	1.21

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

name	PR 86ce16f (ns)	base 40112f4 (ns)	ratio (PR/base)
fineweb_q00/datafusion:parquet	1086826029	1053502110	1.03
fineweb_q01/datafusion:parquet	1794811484	1809092625	0.99
fineweb_q02/datafusion:parquet	1730203924	1786400784	0.97
fineweb_q03/datafusion:parquet	2069884416	1792176664	1.15
fineweb_q04/datafusion:parquet	1849409413	1739561980	1.06
fineweb_q05/datafusion:parquet	1750872793	1845336693	0.95
fineweb_q06/datafusion:parquet	1841864064	1892009577	0.97
fineweb_q07/datafusion:parquet	1768876329	1796261900	0.98
fineweb_q08/datafusion:parquet	1930665585	1755410662	1.10

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

name	PR 86ce16f (ns)	base 40112f4 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-file-compressed	78197423	109697864	0.71
fineweb_q01/duckdb:vortex-file-compressed	605317735	563945335	1.07
fineweb_q02/duckdb:vortex-file-compressed	488581832	460139945	1.06
fineweb_q03/duckdb:vortex-file-compressed	1474052170	1515081172	0.97
fineweb_q04/duckdb:vortex-file-compressed	1524996245	1512806050	1.01
fineweb_q05/duckdb:vortex-file-compressed	1463914368	1486829794	0.98
fineweb_q06/duckdb:vortex-file-compressed	1622440230	1700891770	0.95
fineweb_q07/duckdb:vortex-file-compressed	1423944190	1492225385	0.95
fineweb_q08/duckdb:vortex-file-compressed	608139540	636192034	0.96

duckdb / vortex-compact (0.885x ➖, 1↑ 0↓)

name	PR 86ce16f (ns)	base 40112f4 (ns)	ratio (PR/base)
fineweb_q00/duckdb:vortex-compact 🚀	50001024	120401953	0.42
fineweb_q01/duckdb:vortex-compact	585892442	597632112	0.98
fineweb_q02/duckdb:vortex-compact	568260270	598706725	0.95
fineweb_q03/duckdb:vortex-compact	1624163694	1643286828	0.99
fineweb_q04/duckdb:vortex-compact	1727597683	1767700441	0.98
fineweb_q05/duckdb:vortex-compact	1578543066	1629032253	0.97
fineweb_q06/duckdb:vortex-compact	1487816519	1478080210	1.01
fineweb_q07/duckdb:vortex-compact	1312255916	1432488429	0.92
fineweb_q08/duckdb:vortex-compact	522180385	522540463	1.00

duckdb / parquet (0.955x ➖, 0↑ 0↓)

name	PR 86ce16f (ns)	base 40112f4 (ns)	ratio (PR/base)
fineweb_q00/duckdb:parquet	1091657281	1200433016	0.91
fineweb_q01/duckdb:parquet	1397633050	1430843855	0.98
fineweb_q02/duckdb:parquet	1303862125	1390881333	0.94
fineweb_q03/duckdb:parquet	3924814314	3826399046	1.03
fineweb_q04/duckdb:parquet	1913861137	1952501765	0.98
fineweb_q05/duckdb:parquet	2106980609	2164079751	0.97
fineweb_q06/duckdb:parquet	4306542105	4716056261	0.91
fineweb_q07/duckdb:parquet	2624564115	2825529120	0.93
fineweb_q08/duckdb:parquet	1153251223	1208935430	0.95

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-compact	-4.9%	-3.1%	-1.8%	+192.8%	➖ noise
0	datafusion:vortex-file-compressed	+1.0%	-3.1%	+4.3%	+157.3%	➖ noise
0	duckdb:vortex-compact	-58.5%	-3.1%	-57.1%	+68.8%	✅ faster
0	duckdb:vortex-file-compressed	-28.7%	-3.1%	-26.4%	+43.0%	➖ noise
1	datafusion:vortex-compact	+11.4%	-1.6%	+13.1%	+81.7%	➖ noise
1	datafusion:vortex-file-compressed	+38.4%	-1.6%	+40.6%	+72.4%	➖ noise
1	duckdb:vortex-compact	-2.0%	-1.6%	-0.4%	+30.0%	➖ noise
1	duckdb:vortex-file-compressed	+7.3%	-1.6%	+9.0%	+30.9%	➖ noise
2	datafusion:vortex-compact	+0.2%	-4.7%	+5.2%	+30.0%	➖ noise
2	datafusion:vortex-file-compressed	+12.7%	-4.7%	+18.3%	+42.5%	➖ noise
2	duckdb:vortex-compact	-5.1%	-4.7%	-0.4%	+30.0%	➖ noise
2	duckdb:vortex-file-compressed	+6.2%	-4.7%	+11.4%	+30.0%	➖ noise
3	datafusion:vortex-compact	-4.9%	+8.8%	-12.7%	+30.0%	➖ noise
3	datafusion:vortex-file-compressed	-11.3%	+8.8%	-18.5%	+30.0%	➖ noise
3	duckdb:vortex-compact	-1.2%	+8.8%	-9.2%	+30.0%	➖ noise
3	duckdb:vortex-file-compressed	-2.7%	+8.8%	-10.6%	+30.0%	➖ noise
4	datafusion:vortex-compact	-0.9%	+2.1%	-2.9%	+30.0%	➖ noise
4	datafusion:vortex-file-compressed	-14.2%	+2.1%	-15.9%	+30.0%	➖ noise
4	duckdb:vortex-compact	-2.3%	+2.1%	-4.3%	+30.0%	➖ noise
4	duckdb:vortex-file-compressed	+0.8%	+2.1%	-1.3%	+30.0%	➖ noise
5	datafusion:vortex-compact	+2.5%	-3.9%	+6.7%	+30.0%	➖ noise
5	datafusion:vortex-file-compressed	-0.2%	-3.9%	+3.8%	+30.0%	➖ noise
5	duckdb:vortex-compact	-3.1%	-3.9%	+0.8%	+30.0%	➖ noise
5	duckdb:vortex-file-compressed	-1.5%	-3.9%	+2.4%	+30.0%	➖ noise
6	datafusion:vortex-compact	+11.2%	-5.7%	+18.0%	+30.0%	➖ noise
6	datafusion:vortex-file-compressed	-18.4%	-5.7%	-13.5%	+30.0%	➖ noise
6	duckdb:vortex-compact	+0.7%	-5.7%	+6.8%	+30.0%	➖ noise
6	duckdb:vortex-file-compressed	-4.6%	-5.7%	+1.2%	+30.0%	➖ noise
7	datafusion:vortex-compact	+3.9%	-4.4%	+8.6%	+30.0%	➖ noise
7	datafusion:vortex-file-compressed	-13.6%	-4.4%	-9.6%	+30.0%	➖ noise
7	duckdb:vortex-compact	-8.4%	-4.4%	-4.2%	+30.0%	➖ noise
7	duckdb:vortex-file-compressed	-4.6%	-4.4%	-0.2%	+30.0%	➖ noise
8	datafusion:vortex-compact	+21.2%	+2.4%	+18.3%	+30.0%	➖ noise
8	datafusion:vortex-file-compressed	-17.1%	+2.4%	-19.1%	+30.0%	➖ noise
8	duckdb:vortex-compact	-0.1%	+2.4%	-2.4%	+30.0%	➖ noise
8	duckdb:vortex-file-compressed	-4.4%	+2.4%	-6.7%	+30.0%	➖ noise

[github-actions]

🚨🚨🚨❌❌❌ SQL BENCHMARK FAILED ❌❌❌🚨🚨🚨

Benchmark TPC-H SF=10 on NVME failed! Check the workflow run for details.

[github-actions]

🚨🚨🚨❌❌❌ SQL BENCHMARK FAILED ❌❌❌🚨🚨🚨

Benchmark TPC-H SF=1 on S3 failed! Check the workflow run for details.

[github-actions]

Benchmarks: Statistical and Population Genetics

Verdict: No clear signal (low confidence)
Attributed Vortex impact: -1.6%
Vortex (geomean): 0.987x ➖
Parquet (geomean): 1.004x ➖
Shifts: Parquet (control) +0.4% · Median polish -0.1%

---

duckdb / vortex-file-compressed (0.982x ➖, 1↑ 0↓)

name	PR 86ce16f (ns)	base 128ce5f (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-file-compressed	12240843	12151567	1.01
statpopgen_q01/duckdb:vortex-file-compressed 🚀	20158764	23640231	0.85
statpopgen_q02/duckdb:vortex-file-compressed	1414160692	1409487885	1.00
statpopgen_q03/duckdb:vortex-file-compressed	3156981102	3148866153	1.00
statpopgen_q04/duckdb:vortex-file-compressed	3219000228	3246193316	0.99
statpopgen_q05/duckdb:vortex-file-compressed	1462968696	1463395466	1.00
statpopgen_q06/duckdb:vortex-file-compressed	2161677639	2161009808	1.00
statpopgen_q07/duckdb:vortex-file-compressed	219711670	225411149	0.97
statpopgen_q08/duckdb:vortex-file-compressed	256122320	260549623	0.98
statpopgen_q09/duckdb:vortex-file-compressed	2990306423	2980415423	1.00
statpopgen_q10/duckdb:vortex-file-compressed	4769591150	4789540763	1.00

duckdb / vortex-compact (0.992x ➖, 0↑ 0↓)

name	PR 86ce16f (ns)	base 128ce5f (ns)	ratio (PR/base)
statpopgen_q00/duckdb:vortex-compact	11430090	11892665	0.96
statpopgen_q01/duckdb:vortex-compact	167353564	171875089	0.97
statpopgen_q02/duckdb:vortex-compact	1818909572	1849931354	0.98
statpopgen_q03/duckdb:vortex-compact	3541286389	3543493115	1.00
statpopgen_q04/duckdb:vortex-compact	3572400115	3553450965	1.01
statpopgen_q05/duckdb:vortex-compact	1878368305	1875003107	1.00
statpopgen_q06/duckdb:vortex-compact	2706454572	2714131343	1.00
statpopgen_q07/duckdb:vortex-compact	901175684	908010151	0.99
statpopgen_q08/duckdb:vortex-compact	943867553	944813384	1.00
statpopgen_q09/duckdb:vortex-compact	3363264707	3374701880	1.00
statpopgen_q10/duckdb:vortex-compact	5472374247	5442441316	1.01

duckdb / parquet (1.004x ➖, 0↑ 0↓)

name	PR 86ce16f (ns)	base 128ce5f (ns)	ratio (PR/base)
statpopgen_q00/duckdb:parquet	331794199	335542777	0.99
statpopgen_q01/duckdb:parquet	406873007	419255793	0.97
statpopgen_q02/duckdb:parquet	1011345795	1017875472	0.99
statpopgen_q03/duckdb:parquet	1524507655	1510741904	1.01
statpopgen_q04/duckdb:parquet	1529496374	1510333013	1.01
statpopgen_q05/duckdb:parquet	1029513833	1030027970	1.00
statpopgen_q06/duckdb:parquet	1491043773	1506791776	0.99
statpopgen_q07/duckdb:parquet	1347238726	1326114575	1.02
statpopgen_q08/duckdb:parquet	1353436440	1320740237	1.02
statpopgen_q09/duckdb:parquet	1443179767	1396089821	1.03
statpopgen_q10/duckdb:parquet	2723519562	2713241435	1.00

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	duckdb:vortex-compact	-3.9%	-1.1%	-2.8%	+10.0%	➖ noise
0	duckdb:vortex-file-compressed	+0.7%	-1.1%	+1.9%	+13.9%	➖ noise
1	duckdb:vortex-compact	-2.6%	-3.0%	+0.3%	+27.9%	➖ noise
1	duckdb:vortex-file-compressed	-14.7%	-3.0%	-12.1%	+198.6%	➖ noise
2	duckdb:vortex-compact	-1.7%	-0.6%	-1.0%	+10.0%	➖ noise
2	duckdb:vortex-file-compressed	+0.3%	-0.6%	+1.0%	+10.0%	➖ noise
3	duckdb:vortex-compact	-0.1%	+0.9%	-1.0%	+10.0%	➖ noise
3	duckdb:vortex-file-compressed	+0.3%	+0.9%	-0.6%	+10.0%	➖ noise
4	duckdb:vortex-compact	+0.5%	+1.3%	-0.7%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	-0.8%	+1.3%	-2.1%	+10.0%	➖ noise
5	duckdb:vortex-compact	+0.2%	-0.0%	+0.2%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	-0.0%	-0.0%	+0.0%	+10.0%	➖ noise
6	duckdb:vortex-compact	-0.3%	-1.0%	+0.8%	+10.0%	➖ noise
6	duckdb:vortex-file-compressed	+0.0%	-1.0%	+1.1%	+10.0%	➖ noise
7	duckdb:vortex-compact	-0.8%	+1.6%	-2.3%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	-2.5%	+1.6%	-4.1%	+10.0%	➖ noise
8	duckdb:vortex-compact	-0.1%	+2.5%	-2.5%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	-1.7%	+2.5%	-4.1%	+10.0%	➖ noise
9	duckdb:vortex-compact	-0.3%	+3.4%	-3.6%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+0.3%	+3.4%	-2.9%	+10.0%	➖ noise
10	duckdb:vortex-compact	+0.5%	+0.4%	+0.2%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	-0.4%	+0.4%	-0.8%	+10.0%	➖ noise

[github-actions]

File Sizes: Statistical and Population Genetics

No file size changes detected.

[github-actions]

Benchmarks: Clickbench on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +1.7%
Vortex (geomean): 1.002x ➖
Parquet (geomean): 0.997x ➖
Shifts: Parquet (control) -0.3% · Median polish +0.4%

---

datafusion / vortex-file-compressed (0.992x ➖, 2↑ 0↓)

name	PR 86ce16f (ns)	base 128ce5f (ns)	ratio (PR/base)
clickbench_q00/datafusion:vortex-file-compressed	1617536	1608886	1.01
clickbench_q01/datafusion:vortex-file-compressed	19356065	19199530	1.01
clickbench_q02/datafusion:vortex-file-compressed	37511140	35522905	1.06
clickbench_q03/datafusion:vortex-file-compressed	43429765	42571317	1.02
clickbench_q04/datafusion:vortex-file-compressed	284878460	285344323	1.00
clickbench_q05/datafusion:vortex-file-compressed	294685351	300864883	0.98
clickbench_q06/datafusion:vortex-file-compressed	1718377	1814902	0.95
clickbench_q07/datafusion:vortex-file-compressed 🚀	23088943	27158448	0.85
clickbench_q08/datafusion:vortex-file-compressed	347712530	345456917	1.01
clickbench_q09/datafusion:vortex-file-compressed	546811282	545103101	1.00
clickbench_q10/datafusion:vortex-file-compressed	72603338	70724984	1.03
clickbench_q11/datafusion:vortex-file-compressed	85971703	86183934	1.00
clickbench_q12/datafusion:vortex-file-compressed	262970366	268102748	0.98
clickbench_q13/datafusion:vortex-file-compressed	400415510	405435105	0.99
clickbench_q14/datafusion:vortex-file-compressed	252023754	247517686	1.02
clickbench_q15/datafusion:vortex-file-compressed	322980534	318720678	1.01
clickbench_q16/datafusion:vortex-file-compressed	630369771	629991990	1.00
clickbench_q17/datafusion:vortex-file-compressed	619406141	619326923	1.00
clickbench_q18/datafusion:vortex-file-compressed	1279678507	1275988918	1.00
clickbench_q19/datafusion:vortex-file-compressed 🚀	29184454	33086111	0.88
clickbench_q20/datafusion:vortex-file-compressed	331879472	335335005	0.99
clickbench_q21/datafusion:vortex-file-compressed	365086454	366670415	1.00
clickbench_q22/datafusion:vortex-file-compressed	442847292	437628945	1.01
clickbench_q23/datafusion:vortex-file-compressed	671550418	643090807	1.04
clickbench_q24/datafusion:vortex-file-compressed	44953695	47490494	0.95
clickbench_q25/datafusion:vortex-file-compressed	68988378	71874412	0.96
clickbench_q26/datafusion:vortex-file-compressed	44088637	43658305	1.01
clickbench_q27/datafusion:vortex-file-compressed	707268283	713972778	0.99
clickbench_q28/datafusion:vortex-file-compressed	6721679398	6699194361	1.00
clickbench_q29/datafusion:vortex-file-compressed	238321027	229492140	1.04
clickbench_q30/datafusion:vortex-file-compressed	217202421	217053774	1.00
clickbench_q31/datafusion:vortex-file-compressed	251174330	250402603	1.00
clickbench_q32/datafusion:vortex-file-compressed	1089688847	1085446428	1.00
clickbench_q33/datafusion:vortex-file-compressed	1270158850	1272061470	1.00
clickbench_q34/datafusion:vortex-file-compressed	1264861936	1279659033	0.99
clickbench_q35/datafusion:vortex-file-compressed	435995260	449162970	0.97
clickbench_q36/datafusion:vortex-file-compressed	68900477	70327514	0.98
clickbench_q37/datafusion:vortex-file-compressed	33994752	33908102	1.00
clickbench_q38/datafusion:vortex-file-compressed	18659572	18843746	0.99
clickbench_q39/datafusion:vortex-file-compressed	130142194	129569636	1.00
clickbench_q40/datafusion:vortex-file-compressed	15868392	15672693	1.01
clickbench_q41/datafusion:vortex-file-compressed	14624470	14809789	0.99
clickbench_q42/datafusion:vortex-file-compressed	16767901	17112974	0.98

datafusion / parquet (1.005x ➖, 1↑ 0↓)

name	PR 86ce16f (ns)	base 128ce5f (ns)	ratio (PR/base)
clickbench_q00/datafusion:parquet	1504023	1558415	0.97
clickbench_q01/datafusion:parquet	18432159	18656123	0.99
clickbench_q02/datafusion:parquet	45000280	45994921	0.98
clickbench_q03/datafusion:parquet	36649522	37081388	0.99
clickbench_q04/datafusion:parquet	288075266	292503300	0.98
clickbench_q05/datafusion:parquet	351500874	338981379	1.04
clickbench_q06/datafusion:parquet 🚀	1574389	1780060	0.88
clickbench_q07/datafusion:parquet	22527142	21479672	1.05
clickbench_q08/datafusion:parquet	365186202	361258596	1.01
clickbench_q09/datafusion:parquet	606475337	609067727	1.00
clickbench_q10/datafusion:parquet	107156469	107915890	0.99
clickbench_q11/datafusion:parquet	132947268	133267921	1.00
clickbench_q12/datafusion:parquet	336966646	340544694	0.99
clickbench_q13/datafusion:parquet	491008436	486082081	1.01
clickbench_q14/datafusion:parquet	343111952	333675368	1.03
clickbench_q15/datafusion:parquet	329331261	330072408	1.00
clickbench_q16/datafusion:parquet	661764978	660255076	1.00
clickbench_q17/datafusion:parquet	641589174	641634990	1.00
clickbench_q18/datafusion:parquet	1323070724	1303080804	1.02
clickbench_q19/datafusion:parquet	28756339	28360631	1.01
clickbench_q20/datafusion:parquet	590290926	593669585	0.99
clickbench_q21/datafusion:parquet	660712183	660806211	1.00
clickbench_q22/datafusion:parquet	962275701	969270470	0.99
clickbench_q23/datafusion:parquet	3696156517	3700738604	1.00
clickbench_q24/datafusion:parquet	84542797	79884555	1.06
clickbench_q25/datafusion:parquet	136423086	136841459	1.00
clickbench_q26/datafusion:parquet	81269106	80421026	1.01
clickbench_q27/datafusion:parquet	1053990039	1033466863	1.02
clickbench_q28/datafusion:parquet	6317044095	6634168794	0.95
clickbench_q29/datafusion:parquet	225411915	233212594	0.97
clickbench_q30/datafusion:parquet	328633053	326122716	1.01
clickbench_q31/datafusion:parquet	359885787	354085275	1.02
clickbench_q32/datafusion:parquet	1182068170	1127943941	1.05
clickbench_q33/datafusion:parquet	1461058591	1445451359	1.01
clickbench_q34/datafusion:parquet	1464529371	1448623422	1.01
clickbench_q35/datafusion:parquet	448453642	450262768	1.00
clickbench_q36/datafusion:parquet	142643890	135302679	1.05
clickbench_q37/datafusion:parquet	57735303	55832518	1.03
clickbench_q38/datafusion:parquet	87332925	83680252	1.04
clickbench_q39/datafusion:parquet	260343234	255546349	1.02
clickbench_q40/datafusion:parquet	30059155	29717787	1.01
clickbench_q41/datafusion:parquet	26884505	26322804	1.02
clickbench_q42/datafusion:parquet	30241631	28895261	1.05

duckdb / vortex-file-compressed (1.012x ➖, 1↑ 3↓)

name	PR 86ce16f (ns)	base 128ce5f (ns)	ratio (PR/base)
clickbench_q00/duckdb:vortex-file-compressed 🚨	7758249	5969085	1.30
clickbench_q01/duckdb:vortex-file-compressed	13174069	13307210	0.99
clickbench_q02/duckdb:vortex-file-compressed	26004749	24681566	1.05
clickbench_q03/duckdb:vortex-file-compressed	29329629	29579236	0.99
clickbench_q04/duckdb:vortex-file-compressed	181162861	180015414	1.01
clickbench_q05/duckdb:vortex-file-compressed	170443176	167741929	1.02
clickbench_q06/duckdb:vortex-file-compressed	19629225	19714805	1.00
clickbench_q07/duckdb:vortex-file-compressed 🚨	16351077	13814052	1.18
clickbench_q08/duckdb:vortex-file-compressed	259319418	250558381	1.03
clickbench_q09/duckdb:vortex-file-compressed	331058454	329415328	1.00
clickbench_q10/duckdb:vortex-file-compressed	66560527	64649507	1.03
clickbench_q11/duckdb:vortex-file-compressed	75222193	74117877	1.01
clickbench_q12/duckdb:vortex-file-compressed	193847649	188958836	1.03
clickbench_q13/duckdb:vortex-file-compressed	397068159	383098983	1.04
clickbench_q14/duckdb:vortex-file-compressed	226589716	227709507	1.00
clickbench_q15/duckdb:vortex-file-compressed	243751591	244742467	1.00
clickbench_q16/duckdb:vortex-file-compressed	579089352	583259163	0.99
clickbench_q17/duckdb:vortex-file-compressed	470723905	497682332	0.95
clickbench_q18/duckdb:vortex-file-compressed	960928279	982454115	0.98
clickbench_q19/duckdb:vortex-file-compressed	20599392	20555963	1.00
clickbench_q20/duckdb:vortex-file-compressed	314932216	331653142	0.95
clickbench_q21/duckdb:vortex-file-compressed	359106688	349891526	1.03
clickbench_q22/duckdb:vortex-file-compressed	473954554	486037439	0.98
clickbench_q23/duckdb:vortex-file-compressed 🚀	233582799	332462046	0.70
clickbench_q24/duckdb:vortex-file-compressed	37503624	35824359	1.05
clickbench_q25/duckdb:vortex-file-compressed 🚨	81830886	72755166	1.12
clickbench_q26/duckdb:vortex-file-compressed	49822897	49609673	1.00
clickbench_q27/duckdb:vortex-file-compressed	448066904	460929331	0.97
clickbench_q28/duckdb:vortex-file-compressed	2960537030	2952454838	1.00
clickbench_q29/duckdb:vortex-file-compressed	27191957	26966587	1.01
clickbench_q30/duckdb:vortex-file-compressed	186248117	186229319	1.00
clickbench_q31/duckdb:vortex-file-compressed	273369240	274458164	1.00
clickbench_q32/duckdb:vortex-file-compressed	1158284190	1182972884	0.98
clickbench_q33/duckdb:vortex-file-compressed	1133818296	1118332227	1.01
clickbench_q34/duckdb:vortex-file-compressed	1205673396	1224395923	0.98
clickbench_q35/duckdb:vortex-file-compressed	373953588	373210344	1.00
clickbench_q36/duckdb:vortex-file-compressed	26150593	25720538	1.02
clickbench_q37/duckdb:vortex-file-compressed	19592758	18303473	1.07
clickbench_q38/duckdb:vortex-file-compressed	21364878	19698281	1.08
clickbench_q39/duckdb:vortex-file-compressed	40680743	40210318	1.01
clickbench_q40/duckdb:vortex-file-compressed	20172515	18737679	1.08
clickbench_q41/duckdb:vortex-file-compressed	18907760	18379884	1.03
clickbench_q42/duckdb:vortex-file-compressed	19932154	20152794	0.99

duckdb / parquet (0.990x ➖, 0↑ 0↓)

name	PR 86ce16f (ns)	base 128ce5f (ns)	ratio (PR/base)
clickbench_q00/duckdb:parquet	27229421	26726842	1.02
clickbench_q01/duckdb:parquet	27307201	26831781	1.02
clickbench_q02/duckdb:parquet	48258151	48863378	0.99
clickbench_q03/duckdb:parquet	37955219	37879944	1.00
clickbench_q04/duckdb:parquet	199828971	199513294	1.00
clickbench_q05/duckdb:parquet	260138046	269012576	0.97
clickbench_q06/duckdb:parquet	46207209	46018945	1.00
clickbench_q07/duckdb:parquet	29137739	29163696	1.00
clickbench_q08/duckdb:parquet	266633512	265159328	1.01
clickbench_q09/duckdb:parquet	394040138	394296698	1.00
clickbench_q10/duckdb:parquet	80777540	78977911	1.02
clickbench_q11/duckdb:parquet	97646619	96956813	1.01
clickbench_q12/duckdb:parquet	290714645	288709858	1.01
clickbench_q13/duckdb:parquet	483294440	482305597	1.00
clickbench_q14/duckdb:parquet	321382200	325667573	0.99
clickbench_q15/duckdb:parquet	264251540	259097058	1.02
clickbench_q16/duckdb:parquet	638894246	638855438	1.00
clickbench_q17/duckdb:parquet	531643744	535401340	0.99
clickbench_q18/duckdb:parquet	1072966695	1066625368	1.01
clickbench_q19/duckdb:parquet	25814005	25224471	1.02
clickbench_q20/duckdb:parquet	425305787	426520584	1.00
clickbench_q21/duckdb:parquet	547910225	545924173	1.00
clickbench_q22/duckdb:parquet	939400389	940480209	1.00
clickbench_q23/duckdb:parquet	291464703	303750146	0.96
clickbench_q24/duckdb:parquet	65174179	66739964	0.98
clickbench_q25/duckdb:parquet	156408638	156187703	1.00
clickbench_q26/duckdb:parquet	50949604	50361646	1.01
clickbench_q27/duckdb:parquet	642131215	648640946	0.99
clickbench_q28/duckdb:parquet	4832063089	4844973891	1.00
clickbench_q29/duckdb:parquet	41248648	40558446	1.02
clickbench_q30/duckdb:parquet	299640087	297441824	1.01
clickbench_q31/duckdb:parquet	362563400	362502080	1.00
clickbench_q32/duckdb:parquet	1154511908	1184847044	0.97
clickbench_q33/duckdb:parquet	1222289353	1285003594	0.95
clickbench_q34/duckdb:parquet	1346510172	1343997133	1.00
clickbench_q35/duckdb:parquet	357572973	360198176	0.99
clickbench_q36/duckdb:parquet	45375372	47121835	0.96
clickbench_q37/duckdb:parquet	30776500	32252258	0.95
clickbench_q38/duckdb:parquet	32744877	34607150	0.95
clickbench_q39/duckdb:parquet	89366021	90731259	0.98
clickbench_q40/duckdb:parquet	16012913	16958424	0.94
clickbench_q41/duckdb:parquet	17498491	18925137	0.92
clickbench_q42/duckdb:parquet	20861373	23015193	0.91

duckdb / duckdb (1.038x ➖, 1↑ 5↓)

name	PR 86ce16f (ns)	base 128ce5f (ns)	ratio (PR/base)
clickbench_q00/duckdb:duckdb	18347979	18251512	1.01
clickbench_q01/duckdb:duckdb	34738519	31752921	1.09
clickbench_q02/duckdb:duckdb	46861137	43970629	1.07
clickbench_q03/duckdb:duckdb	49665579	45536680	1.09
clickbench_q04/duckdb:duckdb	187612380	186501929	1.01
clickbench_q05/duckdb:duckdb	262878895	263603742	1.00
clickbench_q06/duckdb:duckdb 🚀	29507193	34972131	0.84
clickbench_q07/duckdb:duckdb 🚨	37991135	34010490	1.12
clickbench_q08/duckdb:duckdb	248318703	248559238	1.00
clickbench_q09/duckdb:duckdb	365351697	363703445	1.00
clickbench_q10/duckdb:duckdb	99508270	97663689	1.02
clickbench_q11/duckdb:duckdb	108717257	105589034	1.03
clickbench_q12/duckdb:duckdb	239324994	237844969	1.01
clickbench_q13/duckdb:duckdb	472149710	447497001	1.06
clickbench_q14/duckdb:duckdb	270921923	275355274	0.98
clickbench_q15/duckdb:duckdb	218118065	218116402	1.00
clickbench_q16/duckdb:duckdb	620474933	629081766	0.99
clickbench_q17/duckdb:duckdb	552518118	546470777	1.01
clickbench_q18/duckdb:duckdb	1158521451	1179934183	0.98
clickbench_q19/duckdb:duckdb	36276919	34066610	1.06
clickbench_q20/duckdb:duckdb 🚨	1018293700	907840933	1.12
clickbench_q21/duckdb:duckdb 🚨	1110512355	934853209	1.19
clickbench_q22/duckdb:duckdb 🚨	1133720190	985454639	1.15
clickbench_q23/duckdb:duckdb	254123351	246580381	1.03
clickbench_q24/duckdb:duckdb	63542540	61310686	1.04
clickbench_q25/duckdb:duckdb	143525300	143542678	1.00
clickbench_q26/duckdb:duckdb	61990989	59181199	1.05
clickbench_q27/duckdb:duckdb	1098571874	1013849564	1.08
clickbench_q28/duckdb:duckdb	4622719443	4578580201	1.01
clickbench_q29/duckdb:duckdb	51181212	47534393	1.08
clickbench_q30/duckdb:duckdb	264460206	258433335	1.02
clickbench_q31/duckdb:duckdb	425755226	413616045	1.03
clickbench_q32/duckdb:duckdb	1414417722	1451043446	0.97
clickbench_q33/duckdb:duckdb	1979188061	1873340614	1.06
clickbench_q34/duckdb:duckdb	2086195327	2047994046	1.02
clickbench_q35/duckdb:duckdb	280666498	285073638	0.98
clickbench_q36/duckdb:duckdb	41850111	41065984	1.02
clickbench_q37/duckdb:duckdb	33974898	31094995	1.09
clickbench_q38/duckdb:duckdb	32226184	30569602	1.05
clickbench_q39/duckdb:duckdb 🚨	71483073	64317613	1.11
clickbench_q40/duckdb:duckdb	33838540	31291584	1.08
clickbench_q41/duckdb:duckdb	32047945	29669675	1.08
clickbench_q42/duckdb:duckdb	33931182	31224721	1.09

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
0	datafusion:vortex-file-compressed	+0.5%	-0.8%	+1.4%	+767.0%	➖ noise
0	duckdb:duckdb	+0.5%	-0.8%	+1.4%	+291.2%	➖ noise
0	duckdb:vortex-file-compressed	+30.0%	-0.8%	+31.1%	+453.3%	➖ noise
1	datafusion:vortex-file-compressed	+0.8%	+0.3%	+0.5%	+22.4%	➖ noise
1	duckdb:duckdb	+9.4%	+0.3%	+9.1%	+57.0%	➖ noise
1	duckdb:vortex-file-compressed	-1.0%	+0.3%	-1.3%	+22.1%	➖ noise
2	datafusion:vortex-file-compressed	+5.6%	-1.7%	+7.4%	+10.1%	➖ noise
2	duckdb:duckdb	+6.6%	-1.7%	+8.4%	+20.6%	➖ noise
2	duckdb:vortex-file-compressed	+5.4%	-1.7%	+7.2%	+10.0%	➖ noise
3	datafusion:vortex-file-compressed	+2.0%	-0.5%	+2.5%	+141.5%	➖ noise
3	duckdb:duckdb	+9.1%	-0.5%	+9.6%	+39.6%	➖ noise
3	duckdb:vortex-file-compressed	-0.8%	-0.5%	-0.4%	+53.7%	➖ noise
4	datafusion:vortex-file-compressed	-0.2%	-0.7%	+0.5%	+10.0%	➖ noise
4	duckdb:duckdb	+0.6%	-0.7%	+1.3%	+10.0%	➖ noise
4	duckdb:vortex-file-compressed	+0.6%	-0.7%	+1.3%	+10.0%	➖ noise
5	datafusion:vortex-file-compressed	-2.1%	+0.1%	-2.2%	+10.0%	➖ noise
5	duckdb:duckdb	-0.3%	+0.1%	-0.4%	+10.0%	➖ noise
5	duckdb:vortex-file-compressed	+1.6%	+0.1%	+1.5%	+10.0%	➖ noise
6	datafusion:vortex-file-compressed	-5.3%	-5.8%	+0.5%	+98.5%	➖ noise
6	duckdb:duckdb	-15.6%	-5.8%	-10.5%	+61.2%	➖ noise
6	duckdb:vortex-file-compressed	-0.4%	-5.8%	+5.7%	+55.0%	➖ noise
7	datafusion:vortex-file-compressed	-15.0%	+2.4%	-16.9%	+16.8%	✅ faster
7	duckdb:duckdb	+11.7%	+2.4%	+9.1%	+10.0%	➖ noise
7	duckdb:vortex-file-compressed	+18.4%	+2.4%	+15.6%	+10.0%	🚨 regression
8	datafusion:vortex-file-compressed	+0.7%	+0.8%	-0.2%	+10.0%	➖ noise
8	duckdb:duckdb	-0.1%	+0.8%	-0.9%	+10.0%	➖ noise
8	duckdb:vortex-file-compressed	+3.5%	+0.8%	+2.7%	+10.0%	➖ noise
9	datafusion:vortex-file-compressed	+0.3%	-0.2%	+0.6%	+10.0%	➖ noise
9	duckdb:duckdb	+0.5%	-0.2%	+0.7%	+10.0%	➖ noise
9	duckdb:vortex-file-compressed	+0.5%	-0.2%	+0.7%	+10.0%	➖ noise
10	datafusion:vortex-file-compressed	+2.7%	+0.8%	+1.9%	+10.0%	➖ noise
10	duckdb:duckdb	+1.9%	+0.8%	+1.1%	+10.0%	➖ noise
10	duckdb:vortex-file-compressed	+3.0%	+0.8%	+2.2%	+10.0%	➖ noise
11	datafusion:vortex-file-compressed	-0.2%	+0.2%	-0.5%	+10.0%	➖ noise
11	duckdb:duckdb	+3.0%	+0.2%	+2.7%	+10.0%	➖ noise
11	duckdb:vortex-file-compressed	+1.5%	+0.2%	+1.3%	+10.0%	➖ noise
12	datafusion:vortex-file-compressed	-1.9%	-0.2%	-1.7%	+10.0%	➖ noise
12	duckdb:duckdb	+0.6%	-0.2%	+0.8%	+10.0%	➖ noise
12	duckdb:vortex-file-compressed	+2.6%	-0.2%	+2.8%	+10.0%	➖ noise
13	datafusion:vortex-file-compressed	-1.2%	+0.6%	-1.8%	+10.0%	➖ noise
13	duckdb:duckdb	+5.5%	+0.6%	+4.9%	+10.0%	➖ noise
13	duckdb:vortex-file-compressed	+3.6%	+0.6%	+3.0%	+10.0%	➖ noise
14	datafusion:vortex-file-compressed	+1.8%	+0.7%	+1.1%	+10.0%	➖ noise
14	duckdb:duckdb	-1.6%	+0.7%	-2.3%	+10.0%	➖ noise
14	duckdb:vortex-file-compressed	-0.5%	+0.7%	-1.2%	+10.0%	➖ noise
15	datafusion:vortex-file-compressed	+1.3%	+0.9%	+0.5%	+10.0%	➖ noise
15	duckdb:duckdb	+0.0%	+0.9%	-0.9%	+10.0%	➖ noise
15	duckdb:vortex-file-compressed	-0.4%	+0.9%	-1.3%	+10.0%	➖ noise
16	datafusion:vortex-file-compressed	+0.1%	+0.1%	-0.1%	+10.0%	➖ noise
16	duckdb:duckdb	-1.4%	+0.1%	-1.5%	+10.0%	➖ noise
16	duckdb:vortex-file-compressed	-0.7%	+0.1%	-0.8%	+10.0%	➖ noise
17	datafusion:vortex-file-compressed	+0.0%	-0.4%	+0.4%	+10.0%	➖ noise
17	duckdb:duckdb	+1.1%	-0.4%	+1.5%	+10.0%	➖ noise
17	duckdb:vortex-file-compressed	-5.4%	-0.4%	-5.1%	+10.0%	➖ noise
18	datafusion:vortex-file-compressed	+0.3%	+1.1%	-0.8%	+10.0%	➖ noise
18	duckdb:duckdb	-1.8%	+1.1%	-2.8%	+10.0%	➖ noise
18	duckdb:vortex-file-compressed	-2.2%	+1.1%	-3.2%	+10.0%	➖ noise
19	datafusion:vortex-file-compressed	-11.8%	+1.9%	-13.4%	+36.0%	➖ noise
19	duckdb:duckdb	+6.5%	+1.9%	+4.5%	+16.2%	➖ noise
19	duckdb:vortex-file-compressed	+0.2%	+1.9%	-1.6%	+17.7%	➖ noise
20	datafusion:vortex-file-compressed	-1.0%	-0.4%	-0.6%	+212.1%	➖ noise
20	duckdb:duckdb	+12.2%	-0.4%	+12.6%	+26.7%	➖ noise
20	duckdb:vortex-file-compressed	-5.0%	-0.4%	-4.6%	+35.8%	➖ noise
21	datafusion:vortex-file-compressed	-0.4%	+0.2%	-0.6%	+10.0%	➖ noise
21	duckdb:duckdb	+18.8%	+0.2%	+18.6%	+13.8%	🚨 regression
21	duckdb:vortex-file-compressed	+2.6%	+0.2%	+2.5%	+10.0%	➖ noise
22	datafusion:vortex-file-compressed	+1.2%	-0.4%	+1.6%	+16.6%	➖ noise
22	duckdb:duckdb	+15.0%	-0.4%	+15.5%	+14.6%	🚨 regression
22	duckdb:vortex-file-compressed	-2.5%	-0.4%	-2.1%	+17.1%	➖ noise
23	datafusion:vortex-file-compressed	+4.4%	-2.1%	+6.7%	+44.4%	➖ noise
23	duckdb:duckdb	+3.1%	-2.1%	+5.3%	+10.0%	➖ noise
23	duckdb:vortex-file-compressed	-29.7%	-2.1%	-28.2%	+12.1%	✅ faster
24	datafusion:vortex-file-compressed	-5.3%	+1.7%	-6.9%	+13.8%	➖ noise
24	duckdb:duckdb	+3.6%	+1.7%	+1.9%	+14.1%	➖ noise
24	duckdb:vortex-file-compressed	+4.7%	+1.7%	+3.0%	+12.1%	➖ noise
25	datafusion:vortex-file-compressed	-4.0%	-0.1%	-3.9%	+10.0%	➖ noise
25	duckdb:duckdb	-0.0%	-0.1%	+0.1%	+10.0%	➖ noise
25	duckdb:vortex-file-compressed	+12.5%	-0.1%	+12.6%	+11.2%	🚨 regression
26	datafusion:vortex-file-compressed	+1.0%	+1.1%	-0.1%	+12.7%	➖ noise
26	duckdb:duckdb	+4.7%	+1.1%	+3.6%	+12.3%	➖ noise
26	duckdb:vortex-file-compressed	+0.4%	+1.1%	-0.7%	+13.0%	➖ noise
27	datafusion:vortex-file-compressed	-0.9%	+0.5%	-1.4%	+10.0%	➖ noise
27	duckdb:duckdb	+8.4%	+0.5%	+7.8%	+10.9%	➖ noise
27	duckdb:vortex-file-compressed	-2.8%	+0.5%	-3.3%	+10.0%	➖ noise
28	datafusion:vortex-file-compressed	+0.3%	-2.5%	+3.0%	+10.0%	➖ noise
28	duckdb:duckdb	+1.0%	-2.5%	+3.6%	+10.0%	➖ noise
28	duckdb:vortex-file-compressed	+0.3%	-2.5%	+2.9%	+10.0%	➖ noise
29	datafusion:vortex-file-compressed	+3.8%	-0.9%	+4.7%	+10.0%	➖ noise
29	duckdb:duckdb	+7.7%	-0.9%	+8.6%	+10.0%	➖ noise
29	duckdb:vortex-file-compressed	+0.8%	-0.9%	+1.7%	+26.9%	➖ noise
30	datafusion:vortex-file-compressed	+0.1%	+0.8%	-0.7%	+10.0%	➖ noise
30	duckdb:duckdb	+2.3%	+0.8%	+1.6%	+10.0%	➖ noise
30	duckdb:vortex-file-compressed	+0.0%	+0.8%	-0.7%	+10.0%	➖ noise
31	datafusion:vortex-file-compressed	+0.3%	+0.8%	-0.5%	+10.0%	➖ noise
31	duckdb:duckdb	+2.9%	+0.8%	+2.1%	+10.0%	➖ noise
31	duckdb:vortex-file-compressed	-0.4%	+0.8%	-1.2%	+10.0%	➖ noise
32	datafusion:vortex-file-compressed	+0.4%	+1.1%	-0.7%	+10.0%	➖ noise
32	duckdb:duckdb	-2.5%	+1.1%	-3.5%	+10.0%	➖ noise
32	duckdb:vortex-file-compressed	-2.1%	+1.1%	-3.1%	+10.0%	➖ noise
33	datafusion:vortex-file-compressed	-0.1%	-1.9%	+1.8%	+10.0%	➖ noise
33	duckdb:duckdb	+5.7%	-1.9%	+7.7%	+10.0%	➖ noise
33	duckdb:vortex-file-compressed	+1.4%	-1.9%	+3.4%	+10.0%	➖ noise
34	datafusion:vortex-file-compressed	-1.2%	+0.6%	-1.8%	+10.0%	➖ noise
34	duckdb:duckdb	+1.9%	+0.6%	+1.2%	+10.0%	➖ noise
34	duckdb:vortex-file-compressed	-1.5%	+0.6%	-2.2%	+10.0%	➖ noise
35	datafusion:vortex-file-compressed	-2.9%	-0.6%	-2.4%	+10.0%	➖ noise
35	duckdb:duckdb	-1.5%	-0.6%	-1.0%	+10.0%	➖ noise
35	duckdb:vortex-file-compressed	+0.2%	-0.6%	+0.8%	+10.0%	➖ noise
36	datafusion:vortex-file-compressed	-2.0%	+0.8%	-2.8%	+10.0%	➖ noise
36	duckdb:duckdb	+1.9%	+0.8%	+1.1%	+13.2%	➖ noise
36	duckdb:vortex-file-compressed	+1.7%	+0.8%	+0.9%	+10.6%	➖ noise
37	datafusion:vortex-file-compressed	+0.3%	-0.7%	+0.9%	+10.0%	➖ noise
37	duckdb:duckdb	+9.3%	-0.7%	+10.0%	+10.0%	➖ noise
37	duckdb:vortex-file-compressed	+7.0%	-0.7%	+7.8%	+10.0%	➖ noise
38	datafusion:vortex-file-compressed	-1.0%	-0.6%	-0.4%	+10.0%	➖ noise
38	duckdb:duckdb	+5.4%	-0.6%	+6.1%	+10.0%	➖ noise
38	duckdb:vortex-file-compressed	+8.5%	-0.6%	+9.1%	+13.5%	➖ noise
39	datafusion:vortex-file-compressed	+0.4%	+0.2%	+0.3%	+10.0%	➖ noise
39	duckdb:duckdb	+11.1%	+0.2%	+10.9%	+13.6%	➖ noise
39	duckdb:vortex-file-compressed	+1.2%	+0.2%	+1.0%	+12.3%	➖ noise
40	datafusion:vortex-file-compressed	+1.2%	-2.3%	+3.6%	+10.5%	➖ noise
40	duckdb:duckdb	+8.1%	-2.3%	+10.7%	+12.3%	➖ noise
40	duckdb:vortex-file-compressed	+7.7%	-2.3%	+10.2%	+14.6%	➖ noise
41	datafusion:vortex-file-compressed	-1.3%	-2.8%	+1.6%	+10.0%	➖ noise
41	duckdb:duckdb	+8.0%	-2.8%	+11.2%	+10.4%	🚨 regression
41	duckdb:vortex-file-compressed	+2.9%	-2.8%	+5.9%	+10.0%	➖ noise
42	datafusion:vortex-file-compressed	-2.0%	-2.6%	+0.6%	+11.4%	➖ noise
42	duckdb:duckdb	+8.7%	-2.6%	+11.6%	+12.5%	➖ noise
42	duckdb:vortex-file-compressed	-1.1%	-2.6%	+1.5%	+13.8%	➖ noise

[github-actions]

File Sizes: Clickbench on NVME

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

File	Scale	Format	Base	HEAD	Change	%
duckdb.db	1.0	vortex-compact	268.00 KB	0 B	268.00 KB	-100.0%

Totals:

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