Propagate min/max/string length statistics to duckdb

[myrrc]

Propagate min/max/max_length/nullable stats for single-file reads in duckdb.

Fix a bug in file statistics merge where it assumed sum to be applied only on primitive types.

[github-actions]

Polar Signals Profiling Results

Latest Run

Status	Commit	Job	Attempt	Link
🟢 Done	2c8656b		2	Explore Profiling Data

Previous Runs (6)

Status	Commit	Job	Attempt	Link
🟢 Done	2c8656b		1	Explore Profiling Data
🟢 Done	01be008		1	Explore Profiling Data
🟢 Done	158c527		1	Explore Profiling Data
🟢 Done	276db60		1	Explore Profiling Data
🟢 Done	46c5eaf		1	Explore Profiling Data
🟢 Done	2b5e32e		1	Explore Profiling Data

---

Powered by Polar Signals Cloud

[github-actions]

Benchmarks: TPC-DS SF=1 on NVME

Verdict: No clear signal (low confidence)
Attributed Vortex impact: +1.2%
Vortex (geomean): 0.859x ✅
Parquet (geomean): 0.847x ✅
Shifts: Parquet (control) -15.3% · Median polish -14.1%

---

datafusion / vortex-file-compressed (0.771x ✅, 98↑ 0↓)

name	PR 2c8656b (ns)	base ce52b71 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-file-compressed 🚀	26416519	36399382	0.73
tpcds_q02/datafusion:vortex-file-compressed 🚀	52878084	70301342	0.75
tpcds_q03/datafusion:vortex-file-compressed 🚀	21016393	25790699	0.81
tpcds_q04/datafusion:vortex-file-compressed 🚀	288979424	418021015	0.69
tpcds_q05/datafusion:vortex-file-compressed 🚀	52322795	80570135	0.65
tpcds_q06/datafusion:vortex-file-compressed 🚀	50060991	74078539	0.68
tpcds_q07/datafusion:vortex-file-compressed 🚀	51264499	73864837	0.69
tpcds_q08/datafusion:vortex-file-compressed 🚀	35220330	49352049	0.71
tpcds_q09/datafusion:vortex-file-compressed 🚀	55723330	70336370	0.79
tpcds_q10/datafusion:vortex-file-compressed 🚀	44370689	61778651	0.72
tpcds_q11/datafusion:vortex-file-compressed 🚀	164340185	224139518	0.73
tpcds_q12/datafusion:vortex-file-compressed 🚀	22401275	30244992	0.74
tpcds_q13/datafusion:vortex-file-compressed 🚀	53009141	70754267	0.75
tpcds_q14/datafusion:vortex-file-compressed 🚀	197272325	250753335	0.79
tpcds_q15/datafusion:vortex-file-compressed 🚀	35044278	45579377	0.77
tpcds_q16/datafusion:vortex-file-compressed 🚀	28162102	39024820	0.72
tpcds_q17/datafusion:vortex-file-compressed 🚀	64991320	89861816	0.72
tpcds_q18/datafusion:vortex-file-compressed 🚀	76407401	119766256	0.64
tpcds_q19/datafusion:vortex-file-compressed 🚀	30040548	47131516	0.64
tpcds_q20/datafusion:vortex-file-compressed 🚀	24946039	40583666	0.61
tpcds_q21/datafusion:vortex-file-compressed 🚀	138702069	199674041	0.69
tpcds_q22/datafusion:vortex-file-compressed	59791072	66097274	0.90
tpcds_q23/datafusion:vortex-file-compressed 🚀	142495084	177120848	0.80
tpcds_q24/datafusion:vortex-file-compressed 🚀	109845954	136710448	0.80
tpcds_q25/datafusion:vortex-file-compressed 🚀	65491646	81778103	0.80
tpcds_q26/datafusion:vortex-file-compressed 🚀	36538029	45779529	0.80
tpcds_q27/datafusion:vortex-file-compressed 🚀	119080018	151928891	0.78
tpcds_q28/datafusion:vortex-file-compressed 🚀	47968979	56107658	0.85
tpcds_q29/datafusion:vortex-file-compressed 🚀	66016810	90221378	0.73
tpcds_q30/datafusion:vortex-file-compressed 🚀	30516810	44342525	0.69
tpcds_q31/datafusion:vortex-file-compressed 🚀	91722157	128469234	0.71
tpcds_q32/datafusion:vortex-file-compressed 🚀	21166404	32361834	0.65
tpcds_q33/datafusion:vortex-file-compressed 🚀	36859166	53297067	0.69
tpcds_q34/datafusion:vortex-file-compressed 🚀	30133441	48093283	0.63
tpcds_q35/datafusion:vortex-file-compressed 🚀	53597571	80120727	0.67
tpcds_q36/datafusion:vortex-file-compressed 🚀	74614142	113488882	0.66
tpcds_q37/datafusion:vortex-file-compressed 🚀	33797071	52418189	0.64
tpcds_q38/datafusion:vortex-file-compressed 🚀	49986541	72936013	0.69
tpcds_q39/datafusion:vortex-file-compressed 🚀	147798024	192421366	0.77
tpcds_q40/datafusion:vortex-file-compressed 🚀	50868073	70720996	0.72
tpcds_q41/datafusion:vortex-file-compressed 🚀	18711018	24063090	0.78
tpcds_q42/datafusion:vortex-file-compressed 🚀	18028181	24100190	0.75
tpcds_q43/datafusion:vortex-file-compressed 🚀	30961663	39760044	0.78
tpcds_q44/datafusion:vortex-file-compressed 🚀	40616092	53996295	0.75
tpcds_q45/datafusion:vortex-file-compressed 🚀	34689356	41364590	0.84
tpcds_q46/datafusion:vortex-file-compressed 🚀	45935216	58640411	0.78
tpcds_q47/datafusion:vortex-file-compressed 🚀	197793340	266150441	0.74
tpcds_q48/datafusion:vortex-file-compressed 🚀	44623605	49777880	0.90
tpcds_q49/datafusion:vortex-file-compressed 🚀	68328092	81092784	0.84
tpcds_q50/datafusion:vortex-file-compressed 🚀	44898545	57236482	0.78
tpcds_q51/datafusion:vortex-file-compressed 🚀	87474409	108671449	0.80
tpcds_q52/datafusion:vortex-file-compressed 🚀	18134037	24447671	0.74
tpcds_q53/datafusion:vortex-file-compressed 🚀	24503065	30951662	0.79
tpcds_q54/datafusion:vortex-file-compressed 🚀	42786937	51129411	0.84
tpcds_q55/datafusion:vortex-file-compressed 🚀	17790477	22692189	0.78
tpcds_q56/datafusion:vortex-file-compressed 🚀	39879191	47674155	0.84
tpcds_q57/datafusion:vortex-file-compressed 🚀	125145664	164575178	0.76
tpcds_q58/datafusion:vortex-file-compressed 🚀	69341391	86277885	0.80
tpcds_q59/datafusion:vortex-file-compressed 🚀	72771541	88464521	0.82
tpcds_q60/datafusion:vortex-file-compressed 🚀	40563137	50470335	0.80
tpcds_q61/datafusion:vortex-file-compressed 🚀	48313426	55007851	0.88
tpcds_q62/datafusion:vortex-file-compressed 🚀	32211867	38551806	0.84
tpcds_q63/datafusion:vortex-file-compressed 🚀	25272984	31649411	0.80
tpcds_q64/datafusion:vortex-file-compressed 🚀	463831913	567529601	0.82
tpcds_q65/datafusion:vortex-file-compressed 🚀	47379660	59471325	0.80
tpcds_q66/datafusion:vortex-file-compressed 🚀	90902135	112273048	0.81
tpcds_q67/datafusion:vortex-file-compressed 🚀	120861439	164560764	0.73
tpcds_q68/datafusion:vortex-file-compressed 🚀	42898353	70845172	0.61
tpcds_q69/datafusion:vortex-file-compressed 🚀	42090155	50123788	0.84
tpcds_q70/datafusion:vortex-file-compressed 🚀	113412747	138672882	0.82
tpcds_q71/datafusion:vortex-file-compressed 🚀	30601025	40097948	0.76
tpcds_q72/datafusion:vortex-file-compressed 🚀	2609528849	3450350508	0.76
tpcds_q73/datafusion:vortex-file-compressed 🚀	31428675	38293799	0.82
tpcds_q74/datafusion:vortex-file-compressed 🚀	116331878	143172199	0.81
tpcds_q75/datafusion:vortex-file-compressed 🚀	122448463	140697520	0.87
tpcds_q76/datafusion:vortex-file-compressed 🚀	33028800	39272468	0.84
tpcds_q77/datafusion:vortex-file-compressed 🚀	50028272	61272779	0.82
tpcds_q78/datafusion:vortex-file-compressed 🚀	125366114	155358341	0.81
tpcds_q79/datafusion:vortex-file-compressed 🚀	35780008	43880285	0.82
tpcds_q80/datafusion:vortex-file-compressed 🚀	114441046	140231157	0.82
tpcds_q81/datafusion:vortex-file-compressed 🚀	36790684	44255299	0.83
tpcds_q82/datafusion:vortex-file-compressed 🚀	34494441	46128406	0.75
tpcds_q83/datafusion:vortex-file-compressed 🚀	50717117	61969200	0.82
tpcds_q84/datafusion:vortex-file-compressed 🚀	15612779	18850409	0.83
tpcds_q85/datafusion:vortex-file-compressed 🚀	100294180	120615556	0.83
tpcds_q86/datafusion:vortex-file-compressed 🚀	19395440	23026531	0.84
tpcds_q87/datafusion:vortex-file-compressed 🚀	53738023	62868000	0.85
tpcds_q88/datafusion:vortex-file-compressed 🚀	67320945	80727967	0.83
tpcds_q89/datafusion:vortex-file-compressed 🚀	37827656	45346365	0.83
tpcds_q90/datafusion:vortex-file-compressed 🚀	17849407	21272742	0.84
tpcds_q91/datafusion:vortex-file-compressed 🚀	26522650	31961092	0.83
tpcds_q92/datafusion:vortex-file-compressed 🚀	19652636	23213322	0.85
tpcds_q93/datafusion:vortex-file-compressed 🚀	33409689	43675906	0.76
tpcds_q94/datafusion:vortex-file-compressed 🚀	24716220	29861852	0.83
tpcds_q95/datafusion:vortex-file-compressed 🚀	61052604	72448477	0.84
tpcds_q96/datafusion:vortex-file-compressed 🚀	14889434	18454629	0.81
tpcds_q97/datafusion:vortex-file-compressed 🚀	30135178	36883823	0.82
tpcds_q98/datafusion:vortex-file-compressed 🚀	31829759	41080024	0.77
tpcds_q99/datafusion:vortex-file-compressed 🚀	48370945	56207492	0.86

datafusion / vortex-compact (0.806x ✅, 92↑ 0↓)

name	PR 2c8656b (ns)	base ce52b71 (ns)	ratio (PR/base)
tpcds_q01/datafusion:vortex-compact 🚀	35369014	40713555	0.87
tpcds_q02/datafusion:vortex-compact 🚀	60720186	71466889	0.85
tpcds_q03/datafusion:vortex-compact 🚀	26664522	32628017	0.82
tpcds_q04/datafusion:vortex-compact 🚀	335320331	474158076	0.71
tpcds_q05/datafusion:vortex-compact 🚀	64881288	85681783	0.76
tpcds_q06/datafusion:vortex-compact 🚀	57642068	74254366	0.78
tpcds_q07/datafusion:vortex-compact 🚀	64672658	76603174	0.84
tpcds_q08/datafusion:vortex-compact 🚀	44730886	60411173	0.74
tpcds_q09/datafusion:vortex-compact 🚀	72923207	91378944	0.80
tpcds_q10/datafusion:vortex-compact 🚀	66644798	90809916	0.73
tpcds_q11/datafusion:vortex-compact 🚀	191843512	230373068	0.83
tpcds_q12/datafusion:vortex-compact 🚀	27853406	35283482	0.79
tpcds_q13/datafusion:vortex-compact	123863377	137481229	0.90
tpcds_q14/datafusion:vortex-compact 🚀	258520581	344476664	0.75
tpcds_q15/datafusion:vortex-compact 🚀	42379025	56049333	0.76
tpcds_q16/datafusion:vortex-compact 🚀	39335344	45647276	0.86
tpcds_q17/datafusion:vortex-compact 🚀	93442838	109123136	0.86
tpcds_q18/datafusion:vortex-compact 🚀	90298951	108956926	0.83
tpcds_q19/datafusion:vortex-compact 🚀	45871034	52127084	0.88
tpcds_q20/datafusion:vortex-compact 🚀	30569209	36038663	0.85
tpcds_q21/datafusion:vortex-compact 🚀	141568507	176047212	0.80
tpcds_q22/datafusion:vortex-compact 🚀	67808679	87645061	0.77
tpcds_q23/datafusion:vortex-compact 🚀	191272888	237073226	0.81
tpcds_q24/datafusion:vortex-compact 🚀	141478446	198245392	0.71
tpcds_q25/datafusion:vortex-compact 🚀	95781033	111693611	0.86
tpcds_q26/datafusion:vortex-compact 🚀	46501349	60645680	0.77
tpcds_q27/datafusion:vortex-compact 🚀	155838341	212089931	0.73
tpcds_q28/datafusion:vortex-compact	88790152	94867783	0.94
tpcds_q29/datafusion:vortex-compact 🚀	93608797	106122585	0.88
tpcds_q30/datafusion:vortex-compact 🚀	35586972	41405920	0.86
tpcds_q31/datafusion:vortex-compact 🚀	134717247	156020989	0.86
tpcds_q32/datafusion:vortex-compact 🚀	27600594	31116919	0.89
tpcds_q33/datafusion:vortex-compact 🚀	54498090	62235495	0.88
tpcds_q34/datafusion:vortex-compact 🚀	48837129	58537965	0.83
tpcds_q35/datafusion:vortex-compact 🚀	70112596	88590418	0.79
tpcds_q36/datafusion:vortex-compact 🚀	102523610	122962459	0.83
tpcds_q37/datafusion:vortex-compact 🚀	47459974	57923440	0.82
tpcds_q38/datafusion:vortex-compact 🚀	70240822	80470521	0.87
tpcds_q39/datafusion:vortex-compact 🚀	150587339	186270773	0.81
tpcds_q40/datafusion:vortex-compact 🚀	57991043	72920280	0.80
tpcds_q41/datafusion:vortex-compact 🚀	21219269	24385234	0.87
tpcds_q42/datafusion:vortex-compact 🚀	24826879	29315757	0.85
tpcds_q43/datafusion:vortex-compact 🚀	38375687	44470389	0.86
tpcds_q44/datafusion:vortex-compact 🚀	75190630	84243996	0.89
tpcds_q45/datafusion:vortex-compact 🚀	40051554	46776311	0.86
tpcds_q46/datafusion:vortex-compact 🚀	71180164	83892110	0.85
tpcds_q47/datafusion:vortex-compact 🚀	232907998	291971223	0.80
tpcds_q48/datafusion:vortex-compact	92469281	99785515	0.93
tpcds_q49/datafusion:vortex-compact 🚀	91763328	119596811	0.77
tpcds_q50/datafusion:vortex-compact 🚀	64721701	91005058	0.71
tpcds_q51/datafusion:vortex-compact 🚀	98633643	116881755	0.84
tpcds_q52/datafusion:vortex-compact 🚀	25747293	31925885	0.81
tpcds_q53/datafusion:vortex-compact 🚀	35954630	41575556	0.86
tpcds_q54/datafusion:vortex-compact	62441776	68046903	0.92
tpcds_q55/datafusion:vortex-compact 🚀	24979107	28227298	0.88
tpcds_q56/datafusion:vortex-compact 🚀	56254624	64523995	0.87
tpcds_q57/datafusion:vortex-compact 🚀	139523021	174609614	0.80
tpcds_q58/datafusion:vortex-compact 🚀	79938563	110616682	0.72
tpcds_q59/datafusion:vortex-compact 🚀	87172507	118271745	0.74
tpcds_q60/datafusion:vortex-compact 🚀	56107762	72459437	0.77
tpcds_q61/datafusion:vortex-compact 🚀	73740384	93059022	0.79
tpcds_q62/datafusion:vortex-compact 🚀	34076729	45631765	0.75
tpcds_q63/datafusion:vortex-compact 🚀	36428872	42881804	0.85
tpcds_q64/datafusion:vortex-compact 🚀	551838003	686444680	0.80
tpcds_q65/datafusion:vortex-compact 🚀	72103471	93866251	0.77
tpcds_q66/datafusion:vortex-compact 🚀	97929389	139382067	0.70
tpcds_q67/datafusion:vortex-compact 🚀	129530362	145568923	0.89
tpcds_q68/datafusion:vortex-compact 🚀	72460382	83835766	0.86
tpcds_q69/datafusion:vortex-compact 🚀	62758873	81655809	0.77
tpcds_q70/datafusion:vortex-compact 🚀	124026800	149859215	0.83
tpcds_q71/datafusion:vortex-compact 🚀	48131389	61970168	0.78
tpcds_q72/datafusion:vortex-compact 🚀	2666492519	3455672542	0.77
tpcds_q73/datafusion:vortex-compact	53450044	59223944	0.90
tpcds_q74/datafusion:vortex-compact 🚀	139313312	164022648	0.85
tpcds_q75/datafusion:vortex-compact 🚀	165038555	191172767	0.86
tpcds_q76/datafusion:vortex-compact	52391467	57478733	0.91
tpcds_q77/datafusion:vortex-compact 🚀	70353950	82303580	0.85
tpcds_q78/datafusion:vortex-compact 🚀	151519949	216485736	0.70
tpcds_q79/datafusion:vortex-compact 🚀	60846595	80524107	0.76
tpcds_q80/datafusion:vortex-compact 🚀	133855009	193181703	0.69
tpcds_q81/datafusion:vortex-compact 🚀	43060685	61756618	0.70
tpcds_q82/datafusion:vortex-compact 🚀	49167082	69816097	0.70
tpcds_q83/datafusion:vortex-compact 🚀	58286554	86367993	0.67
tpcds_q84/datafusion:vortex-compact 🚀	20227493	29350316	0.69
tpcds_q85/datafusion:vortex-compact 🚀	127066740	173028213	0.73
tpcds_q86/datafusion:vortex-compact 🚀	23349120	26307143	0.89
tpcds_q87/datafusion:vortex-compact 🚀	70066423	83363732	0.84
tpcds_q88/datafusion:vortex-compact 🚀	138176628	155970146	0.89
tpcds_q89/datafusion:vortex-compact 🚀	48268022	55508488	0.87
tpcds_q90/datafusion:vortex-compact 🚀	24265113	27405590	0.89
tpcds_q91/datafusion:vortex-compact	40250286	44493876	0.90
tpcds_q92/datafusion:vortex-compact 🚀	26342826	30283458	0.87
tpcds_q93/datafusion:vortex-compact 🚀	45476268	65529666	0.69
tpcds_q94/datafusion:vortex-compact 🚀	31194421	43128629	0.72
tpcds_q95/datafusion:vortex-compact 🚀	73061865	93926009	0.78
tpcds_q96/datafusion:vortex-compact 🚀	26704279	34050424	0.78
tpcds_q97/datafusion:vortex-compact 🚀	42724423	61143122	0.70
tpcds_q98/datafusion:vortex-compact 🚀	39195933	58086029	0.67
tpcds_q99/datafusion:vortex-compact 🚀	51086399	78774251	0.65

datafusion / parquet (0.815x ✅, 97↑ 0↓)

name	PR 2c8656b (ns)	base ce52b71 (ns)	ratio (PR/base)
tpcds_q01/datafusion:parquet 🚀	36975997	44527967	0.83
tpcds_q02/datafusion:parquet 🚀	46078679	52139377	0.88
tpcds_q03/datafusion:parquet 🚀	14915812	17664223	0.84
tpcds_q04/datafusion:parquet 🚀	310451100	411377019	0.75
tpcds_q05/datafusion:parquet 🚀	54761661	76197214	0.72
tpcds_q06/datafusion:parquet 🚀	65774997	74004832	0.89
tpcds_q07/datafusion:parquet 🚀	93825692	110662968	0.85
tpcds_q08/datafusion:parquet 🚀	33434957	38649252	0.87
tpcds_q09/datafusion:parquet 🚀	57356875	66402524	0.86
tpcds_q10/datafusion:parquet 🚀	80874970	98307818	0.82
tpcds_q11/datafusion:parquet 🚀	172421208	223573397	0.77
tpcds_q12/datafusion:parquet 🚀	22435789	26092700	0.86
tpcds_q13/datafusion:parquet 🚀	87709526	100985886	0.87
tpcds_q14/datafusion:parquet 🚀	189393367	230520278	0.82
tpcds_q15/datafusion:parquet 🚀	25120282	33512370	0.75
tpcds_q16/datafusion:parquet 🚀	28007653	33274869	0.84
tpcds_q17/datafusion:parquet 🚀	70862656	82806812	0.86
tpcds_q18/datafusion:parquet 🚀	133901949	156135855	0.86
tpcds_q19/datafusion:parquet 🚀	27688397	32266337	0.86
tpcds_q20/datafusion:parquet 🚀	20721662	26720786	0.78
tpcds_q21/datafusion:parquet 🚀	22372760	25554887	0.88
tpcds_q22/datafusion:parquet 🚀	140310702	188106339	0.75
tpcds_q23/datafusion:parquet 🚀	162754813	200713282	0.81
tpcds_q24/datafusion:parquet 🚀	102207432	131054617	0.78
tpcds_q25/datafusion:parquet 🚀	69984159	83584400	0.84
tpcds_q26/datafusion:parquet 🚀	74938766	94598861	0.79
tpcds_q27/datafusion:parquet 🚀	163126956	204875259	0.80
tpcds_q28/datafusion:parquet 🚀	47831351	60261396	0.79
tpcds_q29/datafusion:parquet 🚀	71285771	86586074	0.82
tpcds_q30/datafusion:parquet 🚀	43356288	53417366	0.81
tpcds_q31/datafusion:parquet 🚀	73383553	88296561	0.83
tpcds_q32/datafusion:parquet 🚀	22082917	26795724	0.82
tpcds_q33/datafusion:parquet 🚀	34508483	42535644	0.81
tpcds_q34/datafusion:parquet 🚀	26338927	35964165	0.73
tpcds_q35/datafusion:parquet 🚀	82968502	102689982	0.81
tpcds_q36/datafusion:parquet 🚀	62327462	92352196	0.67
tpcds_q37/datafusion:parquet 🚀	21815896	32971136	0.66
tpcds_q38/datafusion:parquet 🚀	47921742	60076722	0.80
tpcds_q39/datafusion:parquet 🚀	82114419	123983460	0.66
tpcds_q40/datafusion:parquet 🚀	27934338	32381319	0.86
tpcds_q41/datafusion:parquet 🚀	15746828	20676022	0.76
tpcds_q42/datafusion:parquet 🚀	13464135	16344959	0.82
tpcds_q43/datafusion:parquet 🚀	18679200	22467066	0.83
tpcds_q44/datafusion:parquet 🚀	42185655	51622108	0.82
tpcds_q45/datafusion:parquet 🚀	32998818	40442653	0.82
tpcds_q46/datafusion:parquet 🚀	37987586	50233870	0.76
tpcds_q47/datafusion:parquet 🚀	133830234	173062584	0.77
tpcds_q48/datafusion:parquet 🚀	80220820	107124904	0.75
tpcds_q49/datafusion:parquet 🚀	63909318	90056258	0.71
tpcds_q50/datafusion:parquet 🚀	48677097	58483505	0.83
tpcds_q51/datafusion:parquet 🚀	86810589	103543753	0.84
tpcds_q52/datafusion:parquet 🚀	13950608	16259113	0.86
tpcds_q53/datafusion:parquet 🚀	21226045	24719484	0.86
tpcds_q54/datafusion:parquet 🚀	41209804	49102923	0.84
tpcds_q55/datafusion:parquet 🚀	14110127	17342772	0.81
tpcds_q56/datafusion:parquet 🚀	35788259	41924144	0.85
tpcds_q57/datafusion:parquet 🚀	114818785	132719426	0.87
tpcds_q58/datafusion:parquet 🚀	56449959	69446361	0.81
tpcds_q59/datafusion:parquet	59999936	66166809	0.91
tpcds_q60/datafusion:parquet	36611978	39997730	0.92
tpcds_q61/datafusion:parquet 🚀	51323791	60295760	0.85
tpcds_q62/datafusion:parquet 🚀	27594893	34201543	0.81
tpcds_q63/datafusion:parquet 🚀	21243315	24774557	0.86
tpcds_q64/datafusion:parquet 🚀	554979113	646892837	0.86
tpcds_q65/datafusion:parquet 🚀	44161976	52713949	0.84
tpcds_q66/datafusion:parquet 🚀	71940641	86348133	0.83
tpcds_q67/datafusion:parquet 🚀	151602807	182517518	0.83
tpcds_q68/datafusion:parquet 🚀	39069567	46727586	0.84
tpcds_q69/datafusion:parquet 🚀	76942311	94214035	0.82
tpcds_q70/datafusion:parquet 🚀	94174070	116113737	0.81
tpcds_q71/datafusion:parquet 🚀	26638848	30700988	0.87
tpcds_q72/datafusion:parquet 🚀	626165882	790359894	0.79
tpcds_q73/datafusion:parquet 🚀	26489714	30912636	0.86
tpcds_q74/datafusion:parquet 🚀	103411048	132621194	0.78
tpcds_q75/datafusion:parquet 🚀	120469914	137421344	0.88
tpcds_q76/datafusion:parquet 🚀	35607482	43596899	0.82
tpcds_q77/datafusion:parquet 🚀	50200400	57132165	0.88
tpcds_q78/datafusion:parquet 🚀	120239668	146785554	0.82
tpcds_q79/datafusion:parquet 🚀	30599412	35772768	0.86
tpcds_q80/datafusion:parquet 🚀	92333491	113573740	0.81
tpcds_q81/datafusion:parquet 🚀	41821091	51484863	0.81
tpcds_q82/datafusion:parquet 🚀	23626642	28122954	0.84
tpcds_q83/datafusion:parquet 🚀	45848624	57446570	0.80
tpcds_q84/datafusion:parquet 🚀	47366408	55441402	0.85
tpcds_q85/datafusion:parquet 🚀	169780967	202503371	0.84
tpcds_q86/datafusion:parquet 🚀	17513564	22970985	0.76
tpcds_q87/datafusion:parquet 🚀	50662853	64065441	0.79
tpcds_q88/datafusion:parquet 🚀	69782016	81616545	0.85
tpcds_q89/datafusion:parquet 🚀	23514013	28932172	0.81
tpcds_q90/datafusion:parquet 🚀	17973032	22034146	0.82
tpcds_q91/datafusion:parquet 🚀	68676572	82649216	0.83
tpcds_q92/datafusion:parquet 🚀	21435154	27071204	0.79
tpcds_q93/datafusion:parquet 🚀	34506947	44372126	0.78
tpcds_q94/datafusion:parquet 🚀	23552038	30201900	0.78
tpcds_q95/datafusion:parquet 🚀	66935162	79684620	0.84
tpcds_q96/datafusion:parquet 🚀	13690978	17543183	0.78
tpcds_q97/datafusion:parquet 🚀	32493629	41503079	0.78
tpcds_q98/datafusion:parquet 🚀	24791582	33938194	0.73
tpcds_q99/datafusion:parquet 🚀	27845884	32436624	0.86

duckdb / vortex-file-compressed (0.878x ✅, 54↑ 3↓)

name	PR 2c8656b (ns)	base ce52b71 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-file-compressed 🚀	22865163	26089966	0.88
tpcds_q02/duckdb:vortex-file-compressed 🚀	35499776	41552522	0.85
tpcds_q03/duckdb:vortex-file-compressed	32203941	32866033	0.98
tpcds_q04/duckdb:vortex-file-compressed	109955044	114004543	0.96
tpcds_q05/duckdb:vortex-file-compressed	39372440	39714610	0.99
tpcds_q06/duckdb:vortex-file-compressed	36619995	40217010	0.91
tpcds_q07/duckdb:vortex-file-compressed 🚀	22925239	26780670	0.86
tpcds_q08/duckdb:vortex-file-compressed	30701612	31820005	0.96
tpcds_q09/duckdb:vortex-file-compressed 🚀	39012292	44125013	0.88
tpcds_q10/duckdb:vortex-file-compressed	43949262	44359871	0.99
tpcds_q11/duckdb:vortex-file-compressed	66603178	64540375	1.03
tpcds_q12/duckdb:vortex-file-compressed	17135436	17942999	0.95
tpcds_q13/duckdb:vortex-file-compressed	35577814	36872293	0.96
tpcds_q14/duckdb:vortex-file-compressed	112695460	121999181	0.92
tpcds_q15/duckdb:vortex-file-compressed 🚀	28891544	47400221	0.61
tpcds_q16/duckdb:vortex-file-compressed	31616345	34754000	0.91
tpcds_q17/duckdb:vortex-file-compressed	46012275	43070171	1.07
tpcds_q18/duckdb:vortex-file-compressed	51306064	51159132	1.00
tpcds_q19/duckdb:vortex-file-compressed 🚀	34165689	39532363	0.86
tpcds_q20/duckdb:vortex-file-compressed	17585123	18910394	0.93
tpcds_q21/duckdb:vortex-file-compressed	21991213	24246654	0.91
tpcds_q22/duckdb:vortex-file-compressed 🚀	81153643	123821093	0.66
tpcds_q23/duckdb:vortex-file-compressed	115013063	127283235	0.90
tpcds_q24/duckdb:vortex-file-compressed 🚀	51364070	64407279	0.80
tpcds_q25/duckdb:vortex-file-compressed 🚨	52587379	43246922	1.22
tpcds_q26/duckdb:vortex-file-compressed	44290441	44500893	1.00
tpcds_q27/duckdb:vortex-file-compressed 🚀	50955931	62084660	0.82
tpcds_q28/duckdb:vortex-file-compressed 🚀	38360852	43436586	0.88
tpcds_q29/duckdb:vortex-file-compressed	43631120	39835163	1.10
tpcds_q30/duckdb:vortex-file-compressed 🚀	26847051	30450047	0.88
tpcds_q31/duckdb:vortex-file-compressed	37675020	38080562	0.99
tpcds_q32/duckdb:vortex-file-compressed 🚀	16573824	21092003	0.79
tpcds_q33/duckdb:vortex-file-compressed 🚀	25935677	29295186	0.89
tpcds_q34/duckdb:vortex-file-compressed 🚨	24298197	21618317	1.12
tpcds_q35/duckdb:vortex-file-compressed 🚀	67546280	76871656	0.88
tpcds_q36/duckdb:vortex-file-compressed 🚀	26650457	31263877	0.85
tpcds_q37/duckdb:vortex-file-compressed 🚀	18223213	28566346	0.64
tpcds_q38/duckdb:vortex-file-compressed	40925859	41442747	0.99
tpcds_q39/duckdb:vortex-file-compressed 🚀	37309053	50056369	0.75
tpcds_q40/duckdb:vortex-file-compressed 🚀	22599234	27367590	0.83
tpcds_q41/duckdb:vortex-file-compressed 🚀	14762200	17516293	0.84
tpcds_q42/duckdb:vortex-file-compressed	12859276	13915848	0.92
tpcds_q43/duckdb:vortex-file-compressed 🚀	23781097	33545741	0.71
tpcds_q44/duckdb:vortex-file-compressed 🚀	22687543	25588057	0.89
tpcds_q45/duckdb:vortex-file-compressed	32754185	34586521	0.95
tpcds_q46/duckdb:vortex-file-compressed	57244940	56661423	1.01
tpcds_q47/duckdb:vortex-file-compressed 🚀	50317356	59026809	0.85
tpcds_q48/duckdb:vortex-file-compressed 🚀	32217820	36212830	0.89
tpcds_q49/duckdb:vortex-file-compressed	35831409	35407695	1.01
tpcds_q50/duckdb:vortex-file-compressed	35657865	39191120	0.91
tpcds_q51/duckdb:vortex-file-compressed 🚀	101980027	119143625	0.86
tpcds_q52/duckdb:vortex-file-compressed	13783009	15046066	0.92
tpcds_q53/duckdb:vortex-file-compressed 🚀	23455928	26588033	0.88
tpcds_q54/duckdb:vortex-file-compressed 🚀	32047423	36467241	0.88
tpcds_q55/duckdb:vortex-file-compressed	14355577	15646951	0.92
tpcds_q56/duckdb:vortex-file-compressed	26481960	27725967	0.96
tpcds_q57/duckdb:vortex-file-compressed 🚀	41476106	51051534	0.81
tpcds_q58/duckdb:vortex-file-compressed 🚀	33026270	38097666	0.87
tpcds_q59/duckdb:vortex-file-compressed 🚀	68500623	86186219	0.79
tpcds_q60/duckdb:vortex-file-compressed 🚀	27025402	32728396	0.83
tpcds_q61/duckdb:vortex-file-compressed 🚀	35384000	45406627	0.78
tpcds_q62/duckdb:vortex-file-compressed 🚀	19021762	25645164	0.74
tpcds_q63/duckdb:vortex-file-compressed	23097552	24632717	0.94
tpcds_q64/duckdb:vortex-file-compressed	95203627	97006244	0.98
tpcds_q65/duckdb:vortex-file-compressed 🚀	24271987	32559146	0.75
tpcds_q66/duckdb:vortex-file-compressed 🚀	34222446	42568665	0.80
tpcds_q67/duckdb:vortex-file-compressed 🚀	140407899	205288850	0.68
tpcds_q68/duckdb:vortex-file-compressed 🚀	45490218	58241407	0.78
tpcds_q69/duckdb:vortex-file-compressed 🚀	45976994	52888865	0.87
tpcds_q70/duckdb:vortex-file-compressed 🚀	29041500	34849420	0.83
tpcds_q71/duckdb:vortex-file-compressed 🚀	22989133	29918382	0.77
tpcds_q72/duckdb:vortex-file-compressed 🚀	176808131	210221464	0.84
tpcds_q73/duckdb:vortex-file-compressed	24474137	24569089	1.00
tpcds_q74/duckdb:vortex-file-compressed	75316235	72315250	1.04
tpcds_q75/duckdb:vortex-file-compressed	64200753	69594001	0.92
tpcds_q76/duckdb:vortex-file-compressed 🚀	19756298	29351750	0.67
tpcds_q77/duckdb:vortex-file-compressed 🚀	29743416	40085318	0.74
tpcds_q78/duckdb:vortex-file-compressed 🚀	82162758	105809768	0.78
tpcds_q79/duckdb:vortex-file-compressed 🚀	36213680	46605126	0.78
tpcds_q80/duckdb:vortex-file-compressed 🚀	53105748	72822692	0.73
tpcds_q81/duckdb:vortex-file-compressed 🚀	32482357	42697967	0.76
tpcds_q82/duckdb:vortex-file-compressed 🚀	19347553	31731235	0.61
tpcds_q83/duckdb:vortex-file-compressed 🚀	27071541	35397662	0.76
tpcds_q84/duckdb:vortex-file-compressed	23030087	22422528	1.03
tpcds_q85/duckdb:vortex-file-compressed 🚀	49819033	56728091	0.88
tpcds_q86/duckdb:vortex-file-compressed	19246176	20463597	0.94
tpcds_q87/duckdb:vortex-file-compressed	42040639	45710414	0.92
tpcds_q88/duckdb:vortex-file-compressed	37248309	41072201	0.91
tpcds_q89/duckdb:vortex-file-compressed	24577332	23652534	1.04
tpcds_q90/duckdb:vortex-file-compressed	14325716	15834225	0.90
tpcds_q91/duckdb:vortex-file-compressed 🚀	33478104	37242757	0.90
tpcds_q92/duckdb:vortex-file-compressed 🚨	25995042	17831261	1.46
tpcds_q93/duckdb:vortex-file-compressed 🚀	28392943	34055149	0.83
tpcds_q94/duckdb:vortex-file-compressed	27894342	28003482	1.00
tpcds_q95/duckdb:vortex-file-compressed	159083487	147238205	1.08
tpcds_q96/duckdb:vortex-file-compressed	13346969	13524197	0.99
tpcds_q97/duckdb:vortex-file-compressed 🚀	43102588	52594831	0.82
tpcds_q98/duckdb:vortex-file-compressed 🚀	20063731	28487179	0.70
tpcds_q99/duckdb:vortex-file-compressed 🚀	30964221	39226937	0.79

duckdb / vortex-compact (0.999x ➖, 26↑ 33↓)

name	PR 2c8656b (ns)	base ce52b71 (ns)	ratio (PR/base)
tpcds_q01/duckdb:vortex-compact 🚀	28029730	37802451	0.74
tpcds_q02/duckdb:vortex-compact 🚀	46835741	69032690	0.68
tpcds_q03/duckdb:vortex-compact 🚀	57680027	65885976	0.88
tpcds_q04/duckdb:vortex-compact 🚀	126376841	143875454	0.88
tpcds_q05/duckdb:vortex-compact 🚨	56634725	49554105	1.14
tpcds_q06/duckdb:vortex-compact 🚀	43670052	52191741	0.84
tpcds_q07/duckdb:vortex-compact 🚀	36695606	45744822	0.80
tpcds_q08/duckdb:vortex-compact 🚨	49097397	42219405	1.16
tpcds_q09/duckdb:vortex-compact	58489892	64055019	0.91
tpcds_q10/duckdb:vortex-compact 🚨	65481184	54271750	1.21
tpcds_q11/duckdb:vortex-compact 🚨	75841686	67289257	1.13
tpcds_q12/duckdb:vortex-compact 🚨	25896801	22943734	1.13
tpcds_q13/duckdb:vortex-compact 🚨	61388226	54322705	1.13
tpcds_q14/duckdb:vortex-compact	136388915	137634200	0.99
tpcds_q15/duckdb:vortex-compact 🚀	33925879	51495488	0.66
tpcds_q16/duckdb:vortex-compact	36575944	40096450	0.91
tpcds_q17/duckdb:vortex-compact	57018022	54935704	1.04
tpcds_q18/duckdb:vortex-compact	62890213	68074653	0.92
tpcds_q19/duckdb:vortex-compact 🚨	54665379	46338926	1.18
tpcds_q20/duckdb:vortex-compact	23374299	24581827	0.95
tpcds_q21/duckdb:vortex-compact 🚀	23978341	32466069	0.74
tpcds_q22/duckdb:vortex-compact 🚀	82844903	137351405	0.60
tpcds_q23/duckdb:vortex-compact 🚨	146964177	122541739	1.20
tpcds_q24/duckdb:vortex-compact 🚀	66438804	79133789	0.84
tpcds_q25/duckdb:vortex-compact 🚨	83803898	58144769	1.44
tpcds_q26/duckdb:vortex-compact	55061655	56387613	0.98
tpcds_q27/duckdb:vortex-compact	73742493	73678211	1.00
tpcds_q28/duckdb:vortex-compact	85369840	89537988	0.95
tpcds_q29/duckdb:vortex-compact	58607992	55603183	1.05
tpcds_q30/duckdb:vortex-compact 🚀	32784094	39049347	0.84
tpcds_q31/duckdb:vortex-compact 🚨	49549870	39941584	1.24
tpcds_q32/duckdb:vortex-compact	27567128	26307247	1.05
tpcds_q33/duckdb:vortex-compact	37554735	36754303	1.02
tpcds_q34/duckdb:vortex-compact 🚨	40811988	30572141	1.33
tpcds_q35/duckdb:vortex-compact	86025415	89304592	0.96
tpcds_q36/duckdb:vortex-compact 🚨	43653790	39296272	1.11
tpcds_q37/duckdb:vortex-compact 🚀	26173329	37071074	0.71
tpcds_q38/duckdb:vortex-compact 🚨	50340411	44334293	1.14
tpcds_q39/duckdb:vortex-compact 🚀	40872384	57641010	0.71
tpcds_q40/duckdb:vortex-compact 🚀	27413663	32123052	0.85
tpcds_q41/duckdb:vortex-compact 🚀	17913807	19963557	0.90
tpcds_q42/duckdb:vortex-compact 🚨	23398033	19383889	1.21
tpcds_q43/duckdb:vortex-compact	39462410	40729716	0.97
tpcds_q44/duckdb:vortex-compact 🚀	31234353	35223760	0.89
tpcds_q45/duckdb:vortex-compact	42333305	40006956	1.06
tpcds_q46/duckdb:vortex-compact 🚨	77347365	68362383	1.13
tpcds_q47/duckdb:vortex-compact	66302255	72124381	0.92
tpcds_q48/duckdb:vortex-compact	55747950	50938719	1.09
tpcds_q49/duckdb:vortex-compact 🚨	61836381	55736162	1.11
tpcds_q50/duckdb:vortex-compact	49148611	53302068	0.92
tpcds_q51/duckdb:vortex-compact	110039697	121133415	0.91
tpcds_q52/duckdb:vortex-compact 🚨	23604074	19995323	1.18
tpcds_q53/duckdb:vortex-compact 🚨	40554102	31949595	1.27
tpcds_q54/duckdb:vortex-compact	41367896	40274678	1.03
tpcds_q55/duckdb:vortex-compact 🚨	24452425	19412619	1.26
tpcds_q56/duckdb:vortex-compact	36866458	34350484	1.07
tpcds_q57/duckdb:vortex-compact 🚀	47035870	57282856	0.82
tpcds_q58/duckdb:vortex-compact 🚀	44137641	53146613	0.83
tpcds_q59/duckdb:vortex-compact 🚀	91854931	112800240	0.81
tpcds_q60/duckdb:vortex-compact 🚨	40949375	36540202	1.12
tpcds_q61/duckdb:vortex-compact 🚨	64906862	57747406	1.12
tpcds_q62/duckdb:vortex-compact 🚨	28462789	22854695	1.25
tpcds_q63/duckdb:vortex-compact 🚨	39881463	33139168	1.20
tpcds_q64/duckdb:vortex-compact	123584426	126288158	0.98
tpcds_q65/duckdb:vortex-compact	34510844	33679259	1.02
tpcds_q66/duckdb:vortex-compact	41230803	42172650	0.98
tpcds_q67/duckdb:vortex-compact 🚀	156055472	176430205	0.88
tpcds_q68/duckdb:vortex-compact 🚨	66225346	58643164	1.13
tpcds_q69/duckdb:vortex-compact 🚨	65377530	56376196	1.16
tpcds_q70/duckdb:vortex-compact	39549614	38953316	1.02
tpcds_q71/duckdb:vortex-compact 🚨	35623325	29579967	1.20
tpcds_q72/duckdb:vortex-compact	195843775	214195287	0.91
tpcds_q73/duckdb:vortex-compact 🚨	37932319	28727060	1.32
tpcds_q74/duckdb:vortex-compact 🚨	96515499	74226640	1.30
tpcds_q75/duckdb:vortex-compact	76742768	74295349	1.03
tpcds_q76/duckdb:vortex-compact 🚀	36924241	44991423	0.82
tpcds_q77/duckdb:vortex-compact	43179160	44248441	0.98
tpcds_q78/duckdb:vortex-compact	89761654	96571757	0.93
tpcds_q79/duckdb:vortex-compact	56962310	60318711	0.94
tpcds_q80/duckdb:vortex-compact	86822338	79939051	1.09
tpcds_q81/duckdb:vortex-compact 🚀	36227385	41408232	0.87
tpcds_q82/duckdb:vortex-compact 🚀	28210466	35797842	0.79
tpcds_q83/duckdb:vortex-compact 🚀	36776031	52275190	0.70
tpcds_q84/duckdb:vortex-compact	28050761	26816902	1.05
tpcds_q85/duckdb:vortex-compact 🚀	61048208	71775509	0.85
tpcds_q86/duckdb:vortex-compact 🚨	25993898	22667972	1.15
tpcds_q87/duckdb:vortex-compact	51448625	51430286	1.00
tpcds_q88/duckdb:vortex-compact	41941250	44466434	0.94
tpcds_q89/duckdb:vortex-compact 🚨	39780844	31009891	1.28
tpcds_q90/duckdb:vortex-compact	16539053	17833574	0.93
tpcds_q91/duckdb:vortex-compact	55254704	59644214	0.93
tpcds_q92/duckdb:vortex-compact 🚨	51128080	24386556	2.10
tpcds_q93/duckdb:vortex-compact 🚀	33045167	39591553	0.83
tpcds_q94/duckdb:vortex-compact 🚨	36157567	31520742	1.15
tpcds_q95/duckdb:vortex-compact	161919371	156463991	1.03
tpcds_q96/duckdb:vortex-compact 🚨	18895978	15083848	1.25
tpcds_q97/duckdb:vortex-compact	46037538	46827487	0.98
tpcds_q98/duckdb:vortex-compact	30684102	28162952	1.09
tpcds_q99/duckdb:vortex-compact	36684644	38774464	0.95

duckdb / parquet (0.880x ✅, 55↑ 0↓)

name	PR 2c8656b (ns)	base ce52b71 (ns)	ratio (PR/base)
tpcds_q01/duckdb:parquet 🚀	28360060	31777266	0.89
tpcds_q02/duckdb:parquet	23563090	25816945	0.91
tpcds_q03/duckdb:parquet 🚀	11429419	12819097	0.89
tpcds_q04/duckdb:parquet	168762049	183505399	0.92
tpcds_q05/duckdb:parquet	30137455	33312103	0.90
tpcds_q06/duckdb:parquet 🚀	27076335	31826034	0.85
tpcds_q07/duckdb:parquet	20562426	22195850	0.93
tpcds_q08/duckdb:parquet 🚀	26673164	30002998	0.89
tpcds_q09/duckdb:parquet	39701662	41857866	0.95
tpcds_q10/duckdb:parquet 🚀	34070889	38736719	0.88
tpcds_q11/duckdb:parquet 🚀	88492726	99643753	0.89
tpcds_q12/duckdb:parquet 🚀	14376320	19050107	0.75
tpcds_q13/duckdb:parquet 🚀	32832767	38764197	0.85
tpcds_q14/duckdb:parquet 🚀	101030032	117829851	0.86
tpcds_q15/duckdb:parquet 🚀	30461939	42437682	0.72
tpcds_q16/duckdb:parquet 🚀	21006814	28046356	0.75
tpcds_q17/duckdb:parquet 🚀	37673010	46606356	0.81
tpcds_q18/duckdb:parquet 🚀	45227683	54828780	0.82
tpcds_q19/duckdb:parquet 🚀	28865326	36236221	0.80
tpcds_q20/duckdb:parquet 🚀	15938345	18255726	0.87
tpcds_q21/duckdb:parquet 🚀	10382911	13928918	0.75
tpcds_q22/duckdb:parquet 🚀	68874802	93496204	0.74
tpcds_q23/duckdb:parquet 🚀	78219909	90799946	0.86
tpcds_q24/duckdb:parquet	45803314	49660760	0.92
tpcds_q25/duckdb:parquet	33717251	37403528	0.90
tpcds_q26/duckdb:parquet 🚀	36009017	40879196	0.88
tpcds_q27/duckdb:parquet	49322207	53671922	0.92
tpcds_q28/duckdb:parquet 🚀	37116262	41429566	0.90
tpcds_q29/duckdb:parquet 🚀	35434612	39885783	0.89
tpcds_q30/duckdb:parquet 🚀	33510373	39144813	0.86
tpcds_q31/duckdb:parquet 🚀	22506027	27289861	0.82
tpcds_q32/duckdb:parquet	11500166	12457536	0.92
tpcds_q33/duckdb:parquet 🚀	20296386	23948902	0.85
tpcds_q34/duckdb:parquet	20147004	22080937	0.91
tpcds_q35/duckdb:parquet 🚀	56590886	67576338	0.84
tpcds_q36/duckdb:parquet	19611224	21683856	0.90
tpcds_q37/duckdb:parquet 🚀	12698700	14864205	0.85
tpcds_q38/duckdb:parquet	34934561	38201807	0.91
tpcds_q39/duckdb:parquet	30013323	32627348	0.92
tpcds_q40/duckdb:parquet 🚀	17275095	20002112	0.86
tpcds_q41/duckdb:parquet 🚀	7657807	8691353	0.88
tpcds_q42/duckdb:parquet	10030878	10797916	0.93
tpcds_q43/duckdb:parquet	15015726	16368413	0.92
tpcds_q44/duckdb:parquet	22852060	24312344	0.94
tpcds_q45/duckdb:parquet 🚀	24962082	31869288	0.78
tpcds_q46/duckdb:parquet 🚀	45597257	52864267	0.86
tpcds_q47/duckdb:parquet 🚀	44007862	50144821	0.88
tpcds_q48/duckdb:parquet	30559388	32896724	0.93
tpcds_q49/duckdb:parquet 🚀	24393061	27643781	0.88
tpcds_q50/duckdb:parquet	24545203	25892742	0.95
tpcds_q51/duckdb:parquet	94159965	103233919	0.91
tpcds_q52/duckdb:parquet	11152457	11457904	0.97
tpcds_q53/duckdb:parquet 🚀	14888930	16799763	0.89
tpcds_q54/duckdb:parquet	25673921	27995696	0.92
tpcds_q55/duckdb:parquet	9992748	10991360	0.91
tpcds_q56/duckdb:parquet 🚀	20872724	24178726	0.86
tpcds_q57/duckdb:parquet	34977037	38372243	0.91
tpcds_q58/duckdb:parquet	22477957	24600202	0.91
tpcds_q59/duckdb:parquet	34583619	37911199	0.91
tpcds_q60/duckdb:parquet 🚀	21594879	24730886	0.87
tpcds_q61/duckdb:parquet	31117071	33557992	0.93
tpcds_q62/duckdb:parquet	12501811	13452275	0.93
tpcds_q63/duckdb:parquet	14077814	15521271	0.91
tpcds_q64/duckdb:parquet 🚀	75403685	85025021	0.89
tpcds_q65/duckdb:parquet	21027944	22308927	0.94
tpcds_q66/duckdb:parquet	27992080	29671230	0.94
tpcds_q67/duckdb:parquet 🚀	134236585	159091927	0.84
tpcds_q68/duckdb:parquet	36773072	40032551	0.92
tpcds_q69/duckdb:parquet 🚀	35985024	40425802	0.89
tpcds_q70/duckdb:parquet	20254892	21027170	0.96
tpcds_q71/duckdb:parquet	19168550	20686968	0.93
tpcds_q72/duckdb:parquet	165799052	183665168	0.90
tpcds_q73/duckdb:parquet 🚀	17412883	20614409	0.84
tpcds_q74/duckdb:parquet	127267835	137223543	0.93
tpcds_q75/duckdb:parquet 🚀	52263480	59050858	0.89
tpcds_q76/duckdb:parquet	21030954	23140240	0.91
tpcds_q77/duckdb:parquet 🚀	21417020	24331717	0.88
tpcds_q78/duckdb:parquet 🚀	75357492	89428133	0.84
tpcds_q79/duckdb:parquet 🚀	26719642	31105711	0.86
tpcds_q80/duckdb:parquet 🚀	40977224	45899410	0.89
tpcds_q81/duckdb:parquet 🚀	30540082	36761741	0.83
tpcds_q82/duckdb:parquet	14547687	15386813	0.95
tpcds_q83/duckdb:parquet	16389377	18135451	0.90
tpcds_q84/duckdb:parquet 🚀	19689250	22109297	0.89
tpcds_q85/duckdb:parquet 🚀	38417819	49805496	0.77
tpcds_q86/duckdb:parquet 🚀	12943024	15289963	0.85
tpcds_q87/duckdb:parquet 🚀	36609660	42280402	0.87
tpcds_q88/duckdb:parquet	48037166	51902495	0.93
tpcds_q89/duckdb:parquet 🚀	16263708	18633937	0.87
tpcds_q90/duckdb:parquet 🚀	7571279	8473256	0.89
tpcds_q91/duckdb:parquet	22919890	25393076	0.90
tpcds_q92/duckdb:parquet 🚀	11944331	14250364	0.84
tpcds_q93/duckdb:parquet 🚀	28742517	34759107	0.83
tpcds_q94/duckdb:parquet	17079421	18667700	0.91
tpcds_q95/duckdb:parquet	143133277	157242113	0.91
tpcds_q96/duckdb:parquet 🚀	8783714	9781165	0.90
tpcds_q97/duckdb:parquet 🚀	34598668	39664796	0.87
tpcds_q98/duckdb:parquet	17607321	19359906	0.91
tpcds_q99/duckdb:parquet	19276299	21149129	0.91

duckdb / duckdb (0.849x ✅, 77↑ 0↓)

name	PR 2c8656b (ns)	base ce52b71 (ns)	ratio (PR/base)
tpcds_q01/duckdb:duckdb 🚀	20056865	24395563	0.82
tpcds_q02/duckdb:duckdb 🚀	18116221	20700271	0.88
tpcds_q03/duckdb:duckdb 🚀	8518675	10102901	0.84
tpcds_q04/duckdb:duckdb	172541988	190766902	0.90
tpcds_q05/duckdb:duckdb 🚀	18494032	20618275	0.90
tpcds_q06/duckdb:duckdb 🚀	22449613	27732188	0.81
tpcds_q07/duckdb:duckdb 🚀	38081260	43072881	0.88
tpcds_q08/duckdb:duckdb	120916285	123371247	0.98
tpcds_q09/duckdb:duckdb	19779183	21055632	0.94
tpcds_q10/duckdb:duckdb 🚀	23349610	26855842	0.87
tpcds_q11/duckdb:duckdb 🚀	90855388	101323212	0.90
tpcds_q12/duckdb:duckdb 🚀	11124202	13412170	0.83
tpcds_q13/duckdb:duckdb	24079942	26201263	0.92
tpcds_q14/duckdb:duckdb 🚀	90027435	100406694	0.90
tpcds_q15/duckdb:duckdb 🚀	24664288	29516707	0.84
tpcds_q16/duckdb:duckdb 🚀	18073285	20479665	0.88
tpcds_q17/duckdb:duckdb 🚀	22250767	26519706	0.84
tpcds_q18/duckdb:duckdb 🚀	46474185	56027601	0.83
tpcds_q19/duckdb:duckdb 🚀	16635250	22746645	0.73
tpcds_q20/duckdb:duckdb 🚀	11503625	16736621	0.69
tpcds_q21/duckdb:duckdb 🚀	6687551	8681120	0.77
tpcds_q22/duckdb:duckdb 🚀	62113251	111424145	0.56
tpcds_q23/duckdb:duckdb 🚀	74612918	90031418	0.83
tpcds_q24/duckdb:duckdb 🚀	23814485	31152680	0.76
tpcds_q25/duckdb:duckdb 🚀	16379481	21303504	0.77
tpcds_q26/duckdb:duckdb 🚀	23873465	34985918	0.68
tpcds_q27/duckdb:duckdb 🚀	38590915	48577606	0.79
tpcds_q28/duckdb:duckdb	21957599	23938341	0.92
tpcds_q29/duckdb:duckdb 🚀	20340422	23376683	0.87
tpcds_q30/duckdb:duckdb	29993243	32828633	0.91
tpcds_q31/duckdb:duckdb 🚀	47223748	57478476	0.82
tpcds_q32/duckdb:duckdb	7798300	8462899	0.92
tpcds_q33/duckdb:duckdb 🚀	12417388	14146096	0.88
tpcds_q34/duckdb:duckdb 🚀	14563566	16611035	0.88
tpcds_q35/duckdb:duckdb	33166823	35319482	0.94
tpcds_q36/duckdb:duckdb 🚀	70295403	85501262	0.82
tpcds_q37/duckdb:duckdb 🚀	7265846	9786695	0.74
tpcds_q38/duckdb:duckdb 🚀	29678052	38914145	0.76
tpcds_q39/duckdb:duckdb 🚀	23897905	31681725	0.75
tpcds_q40/duckdb:duckdb 🚀	13487439	18755248	0.72
tpcds_q41/duckdb:duckdb 🚀	8369769	11013680	0.76
tpcds_q42/duckdb:duckdb 🚀	6099761	8614531	0.71
tpcds_q43/duckdb:duckdb 🚀	11128439	12758902	0.87
tpcds_q44/duckdb:duckdb 🚀	13367666	15985417	0.84
tpcds_q45/duckdb:duckdb 🚀	17763692	20385005	0.87
tpcds_q46/duckdb:duckdb 🚀	35867215	42854582	0.84
tpcds_q47/duckdb:duckdb	40516838	44750027	0.91
tpcds_q48/duckdb:duckdb 🚀	21960127	24549018	0.89
tpcds_q49/duckdb:duckdb	16868207	18241626	0.92
tpcds_q50/duckdb:duckdb 🚀	13940372	15532459	0.90
tpcds_q51/duckdb:duckdb	93505034	100378203	0.93
tpcds_q52/duckdb:duckdb	7530647	8224604	0.92
tpcds_q53/duckdb:duckdb	13063594	14117769	0.93
tpcds_q54/duckdb:duckdb 🚀	16524331	18944970	0.87
tpcds_q55/duckdb:duckdb 🚀	7009304	8101308	0.87
tpcds_q56/duckdb:duckdb 🚀	13605039	15674967	0.87
tpcds_q57/duckdb:duckdb 🚀	32650310	40508692	0.81
tpcds_q58/duckdb:duckdb 🚀	12344987	16031824	0.77
tpcds_q59/duckdb:duckdb 🚀	35389916	40885583	0.87
tpcds_q60/duckdb:duckdb 🚀	15425071	19678747	0.78
tpcds_q61/duckdb:duckdb 🚀	14433395	17471001	0.83
tpcds_q62/duckdb:duckdb 🚀	9304536	12172839	0.76
tpcds_q63/duckdb:duckdb 🚀	12879650	15475403	0.83
tpcds_q64/duckdb:duckdb 🚀	53825701	67460228	0.80
tpcds_q65/duckdb:duckdb 🚀	34286940	38935142	0.88
tpcds_q66/duckdb:duckdb 🚀	26035422	29303121	0.89
tpcds_q67/duckdb:duckdb 🚀	127696411	175651331	0.73
tpcds_q68/duckdb:duckdb 🚀	25344329	28715180	0.88
tpcds_q69/duckdb:duckdb 🚀	24653772	28074714	0.88
tpcds_q70/duckdb:duckdb 🚀	14196402	16735450	0.85
tpcds_q71/duckdb:duckdb 🚀	12981521	15449571	0.84
tpcds_q72/duckdb:duckdb 🚀	42211967	48369017	0.87
tpcds_q73/duckdb:duckdb 🚀	10678510	12384684	0.86
tpcds_q74/duckdb:duckdb 🚀	142224585	161178600	0.88
tpcds_q75/duckdb:duckdb 🚀	42325927	47213886	0.90
tpcds_q76/duckdb:duckdb	12260290	13405038	0.91
tpcds_q77/duckdb:duckdb	12523123	13181078	0.95
tpcds_q78/duckdb:duckdb 🚀	62740074	70287348	0.89
tpcds_q79/duckdb:duckdb 🚀	18508674	20786019	0.89
tpcds_q80/duckdb:duckdb 🚀	27446618	33664655	0.82
tpcds_q81/duckdb:duckdb 🚀	37132159	43796959	0.85
tpcds_q82/duckdb:duckdb	8409189	9068757	0.93
tpcds_q83/duckdb:duckdb 🚀	8802022	10282929	0.86
tpcds_q84/duckdb:duckdb 🚀	13305440	15340092	0.87
tpcds_q85/duckdb:duckdb 🚀	23647789	28283143	0.84
tpcds_q86/duckdb:duckdb 🚀	10451768	11679306	0.89
tpcds_q87/duckdb:duckdb 🚀	33269485	37308561	0.89
tpcds_q88/duckdb:duckdb	25658222	26100343	0.98
tpcds_q89/duckdb:duckdb	14500851	15725527	0.92
tpcds_q90/duckdb:duckdb 🚀	5347711	6468993	0.83
tpcds_q91/duckdb:duckdb	12697905	13758934	0.92
tpcds_q92/duckdb:duckdb 🚀	8610907	10005467	0.86
tpcds_q93/duckdb:duckdb 🚀	21597043	25740560	0.84
tpcds_q94/duckdb:duckdb 🚀	12407360	14621136	0.85
tpcds_q95/duckdb:duckdb	125736185	133125423	0.94
tpcds_q96/duckdb:duckdb	4760291	5070495	0.94
tpcds_q97/duckdb:duckdb 🚀	30429572	35444283	0.86
tpcds_q98/duckdb:duckdb 🚀	12962698	15489707	0.84
tpcds_q99/duckdb:duckdb	16420757	17934615	0.92

Full attributed analysis

Query	Config	Raw Δ	Control Δ	Attributed α	Noise floor	Significant?
1	datafusion:vortex-compact	-13.1%	-13.9%	+0.9%	+14.9%	➖ noise
1	datafusion:vortex-file-compressed	-27.4%	-13.9%	-15.7%	+16.5%	✅ faster
1	duckdb:duckdb	-17.8%	-13.9%	-4.5%	+19.4%	➖ noise
1	duckdb:vortex-compact	-25.9%	-13.9%	-13.9%	+15.8%	✅ faster
1	duckdb:vortex-file-compressed	-12.4%	-13.9%	+1.8%	+21.3%	➖ noise
2	datafusion:vortex-compact	-15.0%	-10.2%	-5.4%	+11.6%	➖ noise
2	datafusion:vortex-file-compressed	-24.8%	-10.2%	-16.3%	+11.6%	✅ faster
2	duckdb:duckdb	-12.5%	-10.2%	-2.6%	+11.6%	➖ noise
2	duckdb:vortex-compact	-32.2%	-10.2%	-24.5%	+31.2%	✅ faster
2	duckdb:vortex-file-compressed	-14.6%	-10.2%	-4.9%	+32.8%	➖ noise
3	datafusion:vortex-compact	-18.3%	-13.2%	-5.8%	+11.6%	➖ noise
3	datafusion:vortex-file-compressed	-18.5%	-13.2%	-6.1%	+15.7%	➖ noise
3	duckdb:duckdb	-15.7%	-13.2%	-2.8%	+16.4%	➖ noise
3	duckdb:vortex-compact	-12.5%	-13.2%	+0.9%	+11.6%	➖ noise
3	duckdb:vortex-file-compressed	-2.0%	-13.2%	+12.9%	+11.6%	🚨 regression
4	datafusion:vortex-compact	-29.3%	-16.7%	-15.1%	+11.6%	✅ faster
4	datafusion:vortex-file-compressed	-30.9%	-16.7%	-17.0%	+11.6%	✅ faster
4	duckdb:duckdb	-9.6%	-16.7%	+8.6%	+11.6%	➖ noise
4	duckdb:vortex-compact	-12.2%	-16.7%	+5.4%	+11.6%	➖ noise
4	duckdb:vortex-file-compressed	-3.6%	-16.7%	+15.8%	+13.4%	🚨 regression
5	datafusion:vortex-compact	-24.3%	-19.4%	-6.1%	+11.6%	➖ noise
5	datafusion:vortex-file-compressed	-35.1%	-19.4%	-19.5%	+12.7%	✅ faster
5	duckdb:duckdb	-10.3%	-19.4%	+11.2%	+16.4%	➖ noise
5	duckdb:vortex-compact	+14.3%	-19.4%	+41.7%	+11.6%	🚨 regression
5	duckdb:vortex-file-compressed	-0.9%	-19.4%	+22.9%	+13.2%	🚨 regression
6	datafusion:vortex-compact	-22.4%	-13.0%	-10.7%	+11.6%	✅ faster
6	datafusion:vortex-file-compressed	-32.4%	-13.0%	-22.3%	+11.6%	✅ faster
6	duckdb:duckdb	-19.0%	-13.0%	-6.9%	+13.7%	➖ noise
6	duckdb:vortex-compact	-16.3%	-13.0%	-3.8%	+11.6%	➖ noise
6	duckdb:vortex-file-compressed	-8.9%	-13.0%	+4.7%	+11.6%	➖ noise
7	datafusion:vortex-compact	-15.6%	-11.4%	-4.7%	+11.6%	➖ noise
7	datafusion:vortex-file-compressed	-30.6%	-11.4%	-21.7%	+11.6%	✅ faster
7	duckdb:duckdb	-11.6%	-11.4%	-0.2%	+15.3%	➖ noise
7	duckdb:vortex-compact	-19.8%	-11.4%	-9.5%	+11.6%	➖ noise
7	duckdb:vortex-file-compressed	-14.4%	-11.4%	-3.4%	+11.6%	➖ noise
8	datafusion:vortex-compact	-26.0%	-12.3%	-15.6%	+11.6%	✅ faster
8	datafusion:vortex-file-compressed	-28.6%	-12.3%	-18.6%	+11.6%	✅ faster
8	duckdb:duckdb	-2.0%	-12.3%	+11.8%	+11.6%	🚨 regression
8	duckdb:vortex-compact	+16.3%	-12.3%	+32.6%	+12.9%	🚨 regression
8	duckdb:vortex-file-compressed	-3.5%	-12.3%	+10.0%	+12.2%	➖ noise
9	datafusion:vortex-compact	-20.2%	-9.5%	-11.8%	+11.6%	✅ faster
9	datafusion:vortex-file-compressed	-20.8%	-9.5%	-12.5%	+11.6%	✅ faster
9	duckdb:duckdb	-6.1%	-9.5%	+3.8%	+11.6%	➖ noise
9	duckdb:vortex-compact	-8.7%	-9.5%	+0.9%	+11.6%	➖ noise
9	duckdb:vortex-file-compressed	-11.6%	-9.5%	-2.3%	+13.6%	➖ noise
10	datafusion:vortex-compact	-26.6%	-14.9%	-13.7%	+11.6%	✅ faster
10	datafusion:vortex-file-compressed	-28.2%	-14.9%	-15.6%	+11.6%	✅ faster
10	duckdb:duckdb	-13.1%	-14.9%	+2.2%	+11.6%	➖ noise
10	duckdb:vortex-compact	+20.7%	-14.9%	+41.8%	+11.6%	🚨 regression
10	duckdb:vortex-file-compressed	-0.9%	-14.9%	+16.5%	+11.6%	🚨 regression
11	datafusion:vortex-compact	-16.7%	-17.2%	+0.6%	+13.6%	➖ noise
11	datafusion:vortex-file-compressed	-26.7%	-17.2%	-11.4%	+11.6%	✅ faster
11	duckdb:duckdb	-10.3%	-17.2%	+8.3%	+11.6%	➖ noise
11	duckdb:vortex-compact	+12.7%	-17.2%	+36.2%	+11.6%	🚨 regression
11	duckdb:vortex-file-compressed	+3.2%	-17.2%	+24.7%	+11.6%	🚨 regression
12	datafusion:vortex-compact	-21.1%	-19.4%	-2.0%	+11.8%	➖ noise
12	datafusion:vortex-file-compressed	-25.9%	-19.4%	-8.1%	+13.5%	➖ noise
12	duckdb:duckdb	-17.1%	-19.4%	+3.0%	+16.1%	➖ noise
12	duckdb:vortex-compact	+12.9%	-19.4%	+40.1%	+11.6%	🚨 regression
12	duckdb:vortex-file-compressed	-4.5%	-19.4%	+18.6%	+11.6%	🚨 regression
13	datafusion:vortex-compact	-9.9%	-14.2%	+5.0%	+11.6%	➖ noise
13	datafusion:vortex-file-compressed	-25.1%	-14.2%	-12.6%	+11.6%	✅ faster
13	duckdb:duckdb	-8.1%	-14.2%	+7.2%	+11.6%	➖ noise
13	duckdb:vortex-compact	+13.0%	-14.2%	+31.8%	+11.6%	🚨 regression
13	duckdb:vortex-file-compressed	-3.5%	-14.2%	+12.5%	+11.6%	🚨 regression
14	datafusion:vortex-compact	-25.0%	-16.1%	-10.6%	+11.6%	✅ faster
14	datafusion:vortex-file-compressed	-21.3%	-16.1%	-6.3%	+11.6%	➖ noise
14	duckdb:duckdb	-10.3%	-16.1%	+6.8%	+11.6%	➖ noise
14	duckdb:vortex-compact	-0.9%	-16.1%	+18.1%	+11.6%	🚨 regression
14	duckdb:vortex-file-compressed	-7.6%	-16.1%	+10.1%	+11.6%	➖ noise
15	datafusion:vortex-compact	-24.4%	-26.6%	+3.1%	+15.0%	➖ noise
15	datafusion:vortex-file-compressed	-23.1%	-26.6%	+4.8%	+16.1%	➖ noise
15	duckdb:duckdb	-16.4%	-26.6%	+13.9%	+14.7%	➖ noise
15	duckdb:vortex-compact	-34.1%	-26.6%	-10.2%	+16.1%	➖ noise
15	duckdb:vortex-file-compressed	-39.0%	-26.6%	-16.9%	+12.3%	✅ faster
16	datafusion:vortex-compact	-13.8%	-20.6%	+8.5%	+11.6%	➖ noise
16	datafusion:vortex-file-compressed	-27.8%	-20.6%	-9.1%	+12.4%	➖ noise
16	duckdb:duckdb	-11.8%	-20.6%	+11.1%	+11.6%	➖ noise
16	duckdb:vortex-compact	-8.8%	-20.6%	+14.9%	+11.6%	🚨 regression
16	duckdb:vortex-file-compressed	-9.0%	-20.6%	+14.6%	+11.6%	🚨 regression
17	datafusion:vortex-compact	-14.4%	-16.8%	+3.0%	+11.6%	➖ noise
17	datafusion:vortex-file-compressed	-27.7%	-16.8%	-13.0%	+13.1%	✅ faster
17	duckdb:duckdb	-16.1%	-16.8%	+0.9%	+13.0%	➖ noise
17	duckdb:vortex-compact	+3.8%	-16.8%	+24.8%	+11.6%	🚨 regression
17	duckdb:vortex-file-compressed	+6.8%	-16.8%	+28.4%	+13.1%	🚨 regression
18	datafusion:vortex-compact	-17.1%	-15.9%	-1.5%	+11.6%	➖ noise
18	datafusion:vortex-file-compressed	-36.2%	-15.9%	-24.1%	+11.6%	✅ faster
18	duckdb:duckdb	-17.1%	-15.9%	-1.4%	+12.5%	➖ noise
18	duckdb:vortex-compact	-7.6%	-15.9%	+9.8%	+11.6%	➖ noise
18	duckdb:vortex-file-compressed	+0.3%	-15.9%	+19.2%	+11.6%	🚨 regression
19	datafusion:vortex-compact	-12.0%	-17.3%	+6.4%	+11.6%	➖ noise
19	datafusion:vortex-file-compressed	-36.3%	-17.3%	-22.9%	+11.6%	✅ faster
19	duckdb:duckdb	-26.9%	-17.3%	-11.5%	+11.6%	✅ faster
19	duckdb:vortex-compact	+18.0%	-17.3%	+42.7%	+11.6%	🚨 regression
19	duckdb:vortex-file-compressed	-13.6%	-17.3%	+4.5%	+20.6%	➖ noise
20	datafusion:vortex-compact	-15.2%	-17.7%	+3.1%	+11.6%	➖ noise
20	datafusion:vortex-file-compressed	-38.5%	-17.7%	-25.3%	+11.6%	✅ faster
20	duckdb:duckdb	-31.3%	-17.7%	-16.5%	+11.6%	✅ faster
20	duckdb:vortex-compact	-4.9%	-17.7%	+15.6%	+11.6%	🚨 regression
20	duckdb:vortex-file-compressed	-7.0%	-17.7%	+13.0%	+11.6%	🚨 regression
21	datafusion:vortex-compact	-19.6%	-19.2%	-0.5%	+14.4%	➖ noise
21	datafusion:vortex-file-compressed	-30.5%	-19.2%	-14.0%	+13.9%	✅ faster
21	duckdb:duckdb	-23.0%	-19.2%	-4.6%	+14.7%	➖ noise
21	duckdb:vortex-compact	-26.1%	-19.2%	-8.6%	+14.6%	➖ noise
21	duckdb:vortex-file-compressed	-9.3%	-19.2%	+12.3%	+17.7%	➖ noise
22	datafusion:vortex-compact	-22.6%	-25.9%	+4.4%	+14.0%	➖ noise
22	datafusion:vortex-file-compressed	-9.5%	-25.9%	+22.0%	+17.4%	🚨 regression
22	duckdb:duckdb	-44.3%	-25.9%	-24.8%	+15.1%	✅ faster
22	duckdb:vortex-compact	-39.7%	-25.9%	-18.6%	+13.8%	✅ faster
22	duckdb:vortex-file-compressed	-34.5%	-25.9%	-11.6%	+14.2%	➖ noise
23	datafusion:vortex-compact	-19.3%	-16.4%	-3.5%	+11.6%	➖ noise
23	datafusion:vortex-file-compressed	-19.5%	-16.4%	-3.7%	+11.6%	➖ noise
23	duckdb:duckdb	-17.1%	-16.4%	-0.8%	+17.3%	➖ noise
23	duckdb:vortex-compact	+19.9%	-16.4%	+43.5%	+14.7%	🚨 regression
23	duckdb:vortex-file-compressed	-9.6%	-16.4%	+8.1%	+11.6%	➖ noise
24	datafusion:vortex-compact	-28.6%	-15.2%	-15.9%	+11.6%	✅ faster
24	datafusion:vortex-file-compressed	-19.7%	-15.2%	-5.3%	+11.6%	➖ noise
24	duckdb:duckdb	-23.6%	-15.2%	-9.9%	+11.8%	➖ noise
24	duckdb:vortex-compact	-16.0%	-15.2%	-1.0%	+11.6%	➖ noise
24	duckdb:vortex-file-compressed	-20.3%	-15.2%	-6.0%	+11.6%	➖ noise
25	datafusion:vortex-compact	-14.2%	-13.1%	-1.3%	+15.2%	➖ noise
25	datafusion:vortex-file-compressed	-19.9%	-13.1%	-7.8%	+11.6%	➖ noise
25	duckdb:duckdb	-23.1%	-13.1%	-11.5%	+11.8%	✅ faster
25	duckdb:vortex-compact	+44.1%	-13.1%	+65.9%	+11.6%	🚨 regression
25	duckdb:vortex-file-compressed	+21.6%	-13.1%	+40.0%	+11.6%	🚨 regression
26	datafusion:vortex-compact	-23.3%	-16.5%	-8.2%	+11.6%	➖ noise
26	datafusion:vortex-file-compressed	-20.2%	-16.5%	-4.5%	+11.6%	➖ noise
26	duckdb:duckdb	-31.8%	-16.5%	-18.3%	+15.9%	✅ faster
26	duckdb:vortex-compact	-2.4%	-16.5%	+16.9%	+14.7%	🚨 regression
26	duckdb:vortex-file-compressed	-0.5%	-16.5%	+19.1%	+11.6%	🚨 regression
27	datafusion:vortex-compact	-26.5%	-14.5%	-14.1%	+11.6%	✅ faster
27	datafusion:vortex-file-compressed	-21.6%	-14.5%	-8.4%	+11.6%	➖ noise
27	duckdb:duckdb	-20.6%	-14.5%	-7.1%	+17.4%	➖ noise
27	duckdb:vortex-compact	+0.1%	-14.5%	+17.0%	+11.6%	🚨 regression
27	duckdb:vortex-file-compressed	-17.9%	-14.5%	-4.1%	+15.4%	➖ noise
28	datafusion:vortex-compact	-6.4%	-15.7%	+11.0%	+11.6%	➖ noise
28	datafusion:vortex-file-compressed	-14.5%	-15.7%	+1.4%	+11.6%	➖ noise
28	duckdb:duckdb	-8.3%	-15.7%	+8.8%	+17.0%	➖ noise
28	duckdb:vortex-compact	-4.7%	-15.7%	+13.1%	+11.6%	🚨 regression
28	duckdb:vortex-file-compressed	-11.7%	-15.7%	+4.7%	+11.6%	➖ noise
29	datafusion:vortex-compact	-11.8%	-14.5%	+3.1%	+11.6%	➖ noise
29	datafusion:vortex-file-compressed	-26.8%	-14.5%	-14.4%	+11.6%	✅ faster
29	duckdb:duckdb	-13.0%	-14.5%	+1.7%	+11.6%	➖ noise
29	duckdb:vortex-compact	+5.4%	-14.5%	+23.2%	+11.6%	🚨 regression
29	duckdb:vortex-file-compressed	+9.5%	-14.5%	+28.1%	+11.6%	🚨 regression
30	datafusion:vortex-compact	-14.1%	-16.6%	+3.1%	+11.6%	➖ noise
30	datafusion:vortex-file-compressed	-31.2%	-16.6%	-17.4%	+13.1%	✅ faster
30	duckdb:duckdb	-8.6%	-16.6%	+9.6%	+11.6%	➖ noise
30	duckdb:vortex-compact	-16.0%	-16.6%	+0.7%	+16.1%	➖ noise
30	duckdb:vortex-file-compressed	-11.8%	-16.6%	+5.8%	+11.6%	➖ noise
31	datafusion:vortex-compact	-13.7%	-17.2%	+4.3%	+11.6%	➖ noise
31	datafusion:vortex-file-compressed	-28.6%	-17.2%	-13.8%	+11.6%	✅ faster
31	duckdb:duckdb	-17.8%	-17.2%	-0.8%	+11.6%	➖ noise
31	duckdb:vortex-compact	+24.1%	-17.2%	+49.8%	+11.6%	🚨 regression
31	duckdb:vortex-file-compressed	-1.1%	-17.2%	+19.5%	+11.6%	🚨 regression
32	datafusion:vortex-compact	-11.3%	-12.8%	+1.7%	+11.6%	➖ noise
32	datafusion:vortex-file-compressed	-34.6%	-12.8%	-25.0%	+11.6%	✅ faster
32	duckdb:duckdb	-7.9%	-12.8%	+5.6%	+17.1%	➖ noise
32	duckdb:vortex-compact	+4.8%	-12.8%	+20.1%	+11.6%	🚨 regression
32	duckdb:vortex-file-compressed	-21.4%	-12.8%	-9.9%	+11.6%	➖ noise
33	datafusion:vortex-compact	-12.4%	-17.1%	+5.6%	+11.6%	➖ noise
33	datafusion:vortex-file-compressed	-30.8%	-17.1%	-16.6%	+11.6%	✅ faster
33	duckdb:duckdb	-12.2%	-17.1%	+5.9%	+11.6%	➖ noise
33	duckdb:vortex-compact	+2.2%	-17.1%	+23.2%	+11.6%	🚨 regression
33	duckdb:vortex-file-compressed	-11.5%	-17.1%	+6.8%	+11.6%	➖ noise
34	datafusion:vortex-compact	-16.6%	-18.3%	+2.1%	+11.6%	➖ noise
34	datafusion:vortex-file-compressed	-37.3%	-18.3%	-23.4%	+11.6%	✅ faster
34	duckdb:duckdb	-12.3%	-18.3%	+7.3%	+11.6%	➖ noise
34	duckdb:vortex-compact	+33.5%	-18.3%	+63.3%	+11.6%	🚨 regression
34	duckdb:vortex-file-compressed	+12.4%	-18.3%	+37.5%	+11.6%	🚨 regression
35	datafusion:vortex-compact	-20.9%	-17.7%	-3.8%	+11.6%	➖ noise
35	datafusion:vortex-file-compressed	-33.1%	-17.7%	-18.7%	+11.6%	✅ faster
35	duckdb:duckdb	-6.1%	-17.7%	+14.2%	+12.0%	🚨 regression
35	duckdb:vortex-compact	-3.7%	-17.7%	+17.1%	+11.6%	🚨 regression
35	duckdb:vortex-file-compressed	-12.1%	-17.7%	+6.8%	+11.6%	➖ noise
36	datafusion:vortex-compact	-16.6%	-21.9%	+6.7%	+11.6%	➖ noise
36	datafusion:vortex-file-compressed	-34.3%	-21.9%	-15.8%	+11.6%	✅ faster
36	duckdb:duckdb	-17.8%	-21.9%	+5.2%	+11.6%	➖ noise
36	duckdb:vortex-compact	+11.1%	-21.9%	+42.2%	+11.6%	🚨 regression
36	duckdb:vortex-file-compressed	-14.8%	-21.9%	+9.1%	+12.2%	➖ noise
37	datafusion:vortex-compact	-18.1%	-24.8%	+9.0%	+11.6%	➖ noise
37	datafusion:vortex-file-compressed	-35.5%	-24.8%	-14.2%	+11.6%	✅ faster
37	duckdb:duckdb	-25.8%	-24.8%	-1.3%	+12.7%	➖ noise
37	duckdb:vortex-compact	-29.4%	-24.8%	-6.1%	+11.6%	➖ noise
37	duckdb:vortex-file-compressed	-36.2%	-24.8%	-15.2%	+11.6%	✅ faster
38	datafusion:vortex-compact	-12.7%	-14.6%	+2.2%	+11.6%	➖ noise
38	datafusion:vortex-file-compressed	-31.5%	-14.6%	-19.8%	+11.6%	✅ faster
38	duckdb:duckdb	-23.7%	-14.6%	-10.7%	+13.4%	➖ noise
38	duckdb:vortex-compact	+13.5%	-14.6%	+32.9%	+11.6%	🚨 regression
38	duckdb:vortex-file-compressed	-1.2%	-14.6%	+15.6%	+17.9%	➖ noise
39	datafusion:vortex-compact	-19.2%	-21.9%	+3.6%	+15.9%	➖ noise
39	datafusion:vortex-file-compressed	-23.2%	-21.9%	-1.6%	+17.8%	➖ noise
39	duckdb:duckdb	-24.6%	-21.9%	-3.4%	+23.2%	➖ noise
39	duckdb:vortex-compact	-29.1%	-21.9%	-9.2%	+11.6%	➖ noise
39	duckdb:vortex-file-compressed	-25.5%	-21.9%	-4.5%	+21.3%	➖ noise
40	datafusion:vortex-compact	-20.5%	-13.7%	-7.9%	+11.6%	➖ noise
40	datafusion:vortex-file-compressed	-28.1%	-13.7%	-16.7%	+11.6%	✅ faster
40	duckdb:duckdb	-28.1%	-13.7%	-16.7%	+11.7%	✅ faster
40	duckdb:vortex-compact	-14.7%	-13.7%	-1.1%	+11.6%	➖ noise
40	duckdb:vortex-file-compressed	-17.4%	-13.7%	-4.3%	+14.2%	➖ noise
41	datafusion:vortex-compact	-13.0%	-18.1%	+6.2%	+11.6%	➖ noise
41	datafusion:vortex-file-compressed	-22.2%	-18.1%	-5.1%	+11.6%	➖ noise
41	duckdb:duckdb	-24.0%	-18.1%	-7.2%	+11.6%	➖ noise
41	duckdb:vortex-compact	-10.3%	-18.1%	+9.5%	+11.6%	➖ noise
41	duckdb:vortex-file-compressed	-15.7%	-18.1%	+2.9%	+11.6%	➖ noise
42	datafusion:vortex-compact	-15.3%	-12.5%	-3.2%	+11.6%	➖ noise
42	datafusion:vortex-file-compressed	-25.2%	-12.5%	-14.5%	+14.1%	✅ faster
42	duckdb:duckdb	-29.2%	-12.5%	-19.1%	+12.7%	✅ faster
42	duckdb:vortex-compact	+20.7%	-12.5%	+38.0%	+11.6%	🚨 regression
42	duckdb:vortex-file-compressed	-7.6%	-12.5%	+5.6%	+19.2%	➖ noise
43	datafusion:vortex-compact	-13.7%	-12.7%	-1.2%	+11.6%	➖ noise
43	datafusion:vortex-file-compressed	-22.1%	-12.7%	-10.8%	+11.6%	✅ faster
43	duckdb:duckdb	-12.8%	-12.7%	-0.1%	+11.6%	➖ noise
43	duckdb:vortex-compact	-3.1%	-12.7%	+10.9%	+11.6%	➖ noise
43	duckdb:vortex-file-compressed	-29.1%	-12.7%	-18.8%	+11.6%	✅ faster
44	datafusion:vortex-compact	-10.7%	-12.4%	+1.8%	+11.6%	➖ noise
44	datafusion:vortex-file-compressed	-24.8%	-12.4%	-14.2%	+11.6%	✅ faster
44	duckdb:duckdb	-16.4%	-12.4%	-4.6%	+20.2%	➖ noise
44	duckdb:vortex-compact	-11.3%	-12.4%	+1.2%	+11.6%	➖ noise
44	duckdb:vortex-file-compressed	-11.3%	-12.4%	+1.2%	+11.6%	➖ noise
45	datafusion:vortex-compact	-14.4%	-20.1%	+7.1%	+11.6%	➖ noise
45	datafusion:vortex-file-compressed	-16.1%	-20.1%	+4.9%	+11.6%	➖ noise
45	duckdb:duckdb	-12.9%	-20.1%	+9.0%	+11.6%	➖ noise
45	duckdb:vortex-compact	+5.8%	-20.1%	+32.4%	+11.6%	🚨 regression
45	duckdb:vortex-file-compressed	-5.3%	-20.1%	+18.5%	+11.6%	🚨 regression
46	datafusion:vortex-compact	-15.2%	-19.2%	+5.1%	+11.6%	➖ noise
46	datafusion:vortex-file-compressed	-21.7%	-19.2%	-3.0%	+13.9%	➖ noise
46	duckdb:duckdb	-16.3%	-19.2%	+3.6%	+11.6%	➖ noise
46	duckdb:vortex-compact	+13.1%	-19.2%	+40.1%	+11.6%	🚨 regression
46	duckdb:vortex-file-compressed	+1.0%	-19.2%	+25.1%	+11.6%	🚨 regression
47	datafusion:vortex-compact	-20.2%	-17.6%	-3.2%	+11.6%	➖ noise
47	datafusion:vortex-file-compressed	-25.7%	-17.6%	-9.8%	+11.6%	➖ noise
47	duckdb:duckdb	-9.5%	-17.6%	+9.9%	+11.6%	➖ noise
47	duckdb:vortex-compact	-8.1%	-17.6%	+11.6%	+14.9%	➖ noise
47	duckdb:vortex-file-compressed	-14.8%	-17.6%	+3.5%	+11.6%	➖ noise
48	datafusion:vortex-compact	-7.3%	-16.6%	+11.1%	+11.6%	➖ noise
48	datafusion:vortex-file-compressed	-10.4%	-16.6%	+7.5%	+11.6%	➖ noise
48	duckdb:duckdb	-10.5%	-16.6%	+7.3%	+11.6%	➖ noise
48	duckdb:vortex-compact	+9.4%	-16.6%	+31.2%	+11.6%	🚨 regression
48	duckdb:vortex-file-compressed	-11.0%	-16.6%	+6.7%	+11.6%	➖ noise
49	datafusion:vortex-compact	-23.3%	-20.9%	-3.0%	+11.6%	➖ noise
49	datafusion:vortex-file-compressed	-15.7%	-20.9%	+6.5%	+11.6%	➖ noise
49	duckdb:duckdb	-7.5%	-20.9%	+16.9%	+11.6%	🚨 regression
49	duckdb:vortex-compact	+10.9%	-20.9%	+40.2%	+11.8%	🚨 regression
49	duckdb:vortex-file-compressed	+1.2%	-20.9%	+27.9%	+13.9%	🚨 regression
50	datafusion:vortex-compact	-28.9%	-11.2%	-19.9%	+11.6%	✅ faster
50	datafusion:vortex-file-compressed	-21.6%	-11.2%	-11.7%	+15.2%	➖ noise
50	duckdb:duckdb	-10.3%	-11.2%	+1.0%	+11.6%	➖ noise
50	duckdb:vortex-compact	-7.8%	-11.2%	+3.8%	+11.6%	➖ noise
50	duckdb:vortex-file-compressed	-9.0%	-11.2%	+2.4%	+11.6%	➖ noise
51	datafusion:vortex-compact	-15.6%	-12.6%	-3.5%	+11.6%	➖ noise
51	datafusion:vortex-file-compressed	-19.5%	-12.6%	-8.0%	+11.6%	➖ noise
51	duckdb:duckdb	-6.8%	-12.6%	+6.5%	+17.9%	➖ noise
51	duckdb:vortex-compact	-9.2%	-12.6%	+3.9%	+12.9%	➖ noise
51	duckdb:vortex-file-compressed	-14.4%	-12.6%	-2.1%	+18.0%	➖ noise
52	datafusion:vortex-compact	-19.4%	-8.6%	-11.8%	+11.7%	✅ faster
52	datafusion:vortex-file-compressed	-25.8%	-8.6%	-18.8%	+12.8%	✅ faster
52	duckdb:duckdb	-8.4%	-8.6%	+0.2%	+16.5%	➖ noise
52	duckdb:vortex-compact	+18.0%	-8.6%	+29.2%	+13.5%	🚨 regression
52	duckdb:vortex-file-compressed	-8.4%	-8.6%	+0.2%	+22.4%	➖ noise
53	datafusion:vortex-compact	-13.5%	-12.8%	-0.9%	+11.6%	➖ noise
53	datafusion:vortex-file-compressed	-20.8%	-12.8%	-9.3%	+11.6%	➖ noise
53	duckdb:duckdb	-7.5%	-12.8%	+6.1%	+11.6%	➖ noise
53	duckdb:vortex-compact	+26.9%	-12.8%	+45.5%	+11.6%	🚨 regression
53	duckdb:vortex-file-compressed	-11.8%	-12.8%	+1.1%	+17.2%	➖ noise
54	datafusion:vortex-compact	-8.2%	-12.3%	+4.6%	+11.6%	➖ noise
54	datafusion:vortex-file-compressed	-16.3%	-12.3%	-4.6%	+11.6%	➖ noise
54	duckdb:duckdb	-12.8%	-12.3%	-0.6%	+13.4%	➖ noise
54	duckdb:vortex-compact	+2.7%	-12.3%	+17.1%	+11.6%	🚨 regression
54	duckdb:vortex-file-compressed	-12.1%	-12.3%	+0.2%	+11.6%	➖ noise
55	datafusion:vortex-compact	-11.5%	-14.0%	+2.9%	+11.6%	➖ noise
55	datafusion:vortex-file-compressed	-21.6%	-14.0%	-8.8%	+11.6%	➖ noise
55	duckdb:duckdb	-13.5%	-14.0%	+0.6%	+14.5%	➖ noise
55	duckdb:vortex-compact	+26.0%	-14.0%	+46.5%	+11.6%	🚨 regression
55	duckdb:vortex-file-compressed	-8.3%	-14.0%	+6.7%	+15.3%	➖ noise
56	datafusion:vortex-compact	-12.8%	-14.2%	+1.6%	+11.6%	➖ noise
56	datafusion:vortex-file-compressed	-16.4%	-14.2%	-2.6%	+11.6%	➖ noise
56	duckdb:duckdb	-13.2%	-14.2%	+1.1%	+11.6%	➖ noise
56	duckdb:vortex-compact	+7.3%	-14.2%	+25.0%	+11.6%	🚨 regression
56	duckdb:vortex-file-compressed	-4.5%	-14.2%	+11.3%	+11.6%	➖ noise
57	datafusion:vortex-compact	-20.1%	-11.2%	-10.0%	+11.6%	➖ noise
57	datafusion:vortex-file-compressed	-24.0%	-11.2%	-14.4%	+11.6%	✅ faster
57	duckdb:duckdb	-19.4%	-11.2%	-9.2%	+15.6%	➖ noise
57	duckdb:vortex-compact	-17.9%	-11.2%	-7.5%	+15.5%	➖ noise
57	duckdb:vortex-file-compressed	-18.8%	-11.2%	-8.5%	+13.9%	➖ noise
58	datafusion:vortex-compact	-27.7%	-13.8%	-16.1%	+11.6%	✅ faster
58	datafusion:vortex-file-compressed	-19.6%	-13.8%	-6.7%	+11.6%	➖ noise
58	duckdb:duckdb	-23.0%	-13.8%	-10.7%	+11.6%	✅ faster
58	duckdb:vortex-compact	-17.0%	-13.8%	-3.6%	+18.1%	➖ noise
58	duckdb:vortex-file-compressed	-13.3%	-13.8%	+0.6%	+21.6%	➖ noise
59	datafusion:vortex-compact	-26.3%	-9.0%	-19.0%	+11.6%	✅ faster
59	datafusion:vortex-file-compressed	-17.7%	-9.0%	-9.6%	+11.6%	➖ noise
59	duckdb:duckdb	-13.4%	-9.0%	-4.8%	+11.6%	➖ noise
59	duckdb:vortex-compact	-18.6%	-9.0%	-10.5%	+11.6%	✅ faster
59	duckdb:vortex-file-compressed	-20.5%	-9.0%	-12.6%	+11.6%	✅ faster
60	datafusion:vortex-compact	-22.6%	-10.6%	-13.4%	+11.6%	✅ faster
60	datafusion:vortex-file-compressed	-19.6%	-10.6%	-10.1%	+12.0%	➖ noise
60	duckdb:duckdb	-21.6%	-10.6%	-12.3%	+11.6%	✅ faster
60	duckdb:vortex-compact	+12.1%	-10.6%	+25.4%	+12.1%	🚨 regression
60	duckdb:vortex-file-compressed	-17.4%	-10.6%	-7.6%	+11.8%	➖ noise
61	datafusion:vortex-compact	-20.8%	-11.2%	-10.8%	+11.6%	✅ faster
61	datafusion:vortex-file-compressed	-12.2%	-11.2%	-1.1%	+11.6%	➖ noise
61	duckdb:duckdb	-17.4%	-11.2%	-7.0%	+11.6%	➖ noise
61	duckdb:vortex-compact	+12.4%	-11.2%	+26.5%	+11.6%	🚨 regression
61	duckdb:vortex-file-compressed	-22.1%	-11.2%	-12.3%	+13.9%	✅ faster
62	datafusion:vortex-compact	-25.3%	-13.4%	-13.8%	+13.6%	✅ faster
62	datafusion:vortex-file-compressed	-16.4%	-13.4%	-3.5%	+16.1%	➖ noise
62	duckdb:duckdb	-23.6%	-13.4%	-11.7%	+34.2%	➖ noise
62	duckdb:vortex-compact	+24.5%	-13.4%	+43.8%	+24.0%	🚨 regression
62	duckdb:vortex-file-compressed	-25.8%	-13.4%	-14.3%	+15.2%	✅ faster
63	datafusion:vortex-compact	-15.0%	-11.8%	-3.7%	+11.6%	➖ noise
63	datafusion:vortex-file-compressed	-20.1%	-11.8%	-9.5%	+11.6%	➖ noise
63	duckdb:duckdb	-16.8%	-11.8%	-5.6%	+11.6%	➖ noise
63	duckdb:vortex-compact	+20.3%	-11.8%	+36.5%	+11.6%	🚨 regression
63	duckdb:vortex-file-compressed	-6.2%	-11.8%	+6.3%	+11.6%	➖ noise
64	datafusion:vortex-compact	-19.6%	-12.8%	-7.8%	+11.6%	➖ noise
64	datafusion:vortex-file-compressed	-18.3%	-12.8%	-6.3%	+11.6%	➖ noise
64	duckdb:duckdb	-20.2%	-12.8%	-8.5%	+11.6%	➖ noise
64	duckdb:vortex-compact	-2.1%	-12.8%	+12.2%	+11.6%	🚨 regression
64	duckdb:vortex-file-compressed	-1.9%	-12.8%	+12.5%	+11.6%	🚨 regression
65	datafusion:vortex-compact	-23.2%	-11.1%	-13.6%	+11.6%	✅ faster
65	datafusion:vortex-file-compressed	-20.3%	-11.1%	-10.3%	+11.6%	➖ noise
65	duckdb:duckdb	-11.9%	-11.1%	-0.9%	+14.7%	➖ noise
65	duckdb:vortex-compact	+2.5%	-11.1%	+15.3%	+11.6%	🚨 regression
65	duckdb:vortex-file-compressed	-25.5%	-11.1%	-16.1%	+11.6%	✅ faster
66	datafusion:vortex-compact	-29.7%	-11.3%	-20.8%	+14.8%	✅ faster
66	datafusion:vortex-file-compressed	-19.0%	-11.3%	-8.7%	+11.7%	➖ noise
66	duckdb:duckdb	-11.2%	-11.3%	+0.2%	+11.6%	➖ noise
66	duckdb:vortex-compact	-2.2%	-11.3%	+10.3%	+16.6%	➖ noise
66	duckdb:vortex-file-compressed	-19.6%	-11.3%	-9.3%	+11.6%	➖ noise
67	datafusion:vortex-compact	-11.0%	-16.3%	+6.3%	+11.6%	➖ noise
67	datafusion:vortex-file-compressed	-26.6%	-16.3%	-12.3%	+11.6%	✅ faster
67	duckdb:duckdb	-27.3%	-16.3%	-13.2%	+11.6%	✅ faster
67	duckdb:vortex-compact	-11.5%	-16.3%	+5.7%	+11.6%	➖ noise
67	duckdb:vortex-file-compressed	-31.6%	-16.3%	-18.3%	+11.6%	✅ faster
68	datafusion:vortex-compact	-13.6%	-12.4%	-1.4%	+12.2%	➖ noise
68	datafusion:vortex-file-compressed	-39.4%	-12.4%	-30.9%	+12.1%	✅ faster
68	duckdb:duckdb	-11.7%	-12.4%	+0.7%	+11.6%	➖ noise
68	duckdb:vortex-compact	+12.9%	-12.4%	+28.9%	+11.6%	🚨 regression
68	duckdb:vortex-file-compressed	-21.9%	-12.4%	-10.9%	+11.6%	✅ faster
69	datafusion:vortex-compact	-23.1%	-14.7%	-9.9%	+11.6%	➖ noise
69	datafusion:vortex-file-compressed	-16.0%	-14.7%	-1.5%	+13.0%	➖ noise
69	duckdb:duckdb	-12.2%	-14.7%	+3.0%	+11.6%	➖ noise
69	duckdb:vortex-compact	+16.0%	-14.7%	+36.0%	+11.6%	🚨 regression
69	duckdb:vortex-file-compressed	-13.1%	-14.7%	+2.0%	+11.6%	➖ noise
70	datafusion:vortex-compact	-17.2%	-11.6%	-6.4%	+11.6%	➖ noise
70	datafusion:vortex-file-compressed	-18.2%	-11.6%	-7.5%	+11.6%	➖ noise
70	duckdb:duckdb	-15.2%	-11.6%	-4.0%	+13.0%	➖ noise
70	duckdb:vortex-compact	+1.5%	-11.6%	+14.9%	+13.1%	🚨 regression
70	duckdb:vortex-file-compressed	-16.7%	-11.6%	-5.7%	+11.6%	➖ noise
71	datafusion:vortex-compact	-22.3%	-10.3%	-13.4%	+11.6%	✅ faster
71	datafusion:vortex-file-compressed	-23.7%	-10.3%	-14.9%	+11.6%	✅ faster
71	duckdb:duckdb	-16.0%	-10.3%	-6.3%	+12.7%	➖ noise
71	duckdb:vortex-compact	+20.4%	-10.3%	+34.3%	+11.6%	🚨 regression
71	duckdb:vortex-file-compressed	-23.2%	-10.3%	-14.3%	+11.6%	✅ faster
72	datafusion:vortex-compact	-22.8%	-15.4%	-8.8%	+11.6%	➖ noise
72	datafusion:vortex-file-compressed	-24.4%	-15.4%	-10.6%	+11.6%	✅ faster
72	duckdb:duckdb	-12.7%	-15.4%	+3.2%	+12.3%	➖ noise
72	duckdb:vortex-compact	-8.6%	-15.4%	+8.1%	+11.6%	➖ noise
72	duckdb:vortex-file-compressed	-15.9%	-15.4%	-0.5%	+11.6%	➖ noise
73	datafusion:vortex-compact	-9.7%	-14.9%	+6.1%	+18.7%	➖ noise
73	datafusion:vortex-file-compressed	-17.9%	-14.9%	-3.5%	+21.1%	➖ noise
73	duckdb:duckdb	-13.8%	-14.9%	+1.3%	+12.0%	➖ noise
73	duckdb:vortex-compact	+32.0%	-14.9%	+55.2%	+11.6%	🚨 regression
73	duckdb:vortex-file-compressed	-0.4%	-14.9%	+17.1%	+15.5%	🚨 regression
74	datafusion:vortex-compact	-15.1%	-15.0%	-0.1%	+11.6%	➖ noise
74	datafusion:vortex-file-compressed	-18.7%	-15.0%	-4.5%	+11.6%	➖ noise
74	duckdb:duckdb	-11.8%	-15.0%	+3.8%	+11.6%	➖ noise
74	duckdb:vortex-compact	+30.0%	-15.0%	+52.9%	+17.2%	🚨 regression
74	duckdb:vortex-file-compressed	+4.1%	-15.0%	+22.5%	+16.3%	🚨 regression
75	datafusion:vortex-compact	-13.7%	-11.9%	-2.0%	+11.6%	➖ noise
75	datafusion:vortex-file-compressed	-13.0%	-11.9%	-1.2%	+11.6%	➖ noise
75	duckdb:duckdb	-10.4%	-11.9%	+1.8%	+11.6%	➖ noise
75	duckdb:vortex-compact	+3.3%	-11.9%	+17.3%	+11.6%	🚨 regression
75	duckdb:vortex-file-compressed	-7.7%	-11.9%	+4.7%	+11.6%	➖ noise
76	datafusion:vortex-compact	-8.9%	-13.8%	+5.8%	+11.6%	➖ noise
76	datafusion:vortex-file-compressed	-15.9%	-13.8%	-2.4%	+12.3%	➖ noise
76	duckdb:duckdb	-8.5%	-13.8%	+6.2%	+14.4%	➖ noise
76	duckdb:vortex-compact	-17.9%	-13.8%	-4.7%	+11.6%	➖ noise
76	duckdb:vortex-file-compressed	-32.7%	-13.8%	-21.9%	+14.5%	✅ faster
77	datafusion:vortex-compact	-14.5%	-12.1%	-2.8%	+11.6%	➖ noise
77	datafusion:vortex-file-compressed	-18.4%	-12.1%	-7.2%	+11.6%	➖ noise
77	duckdb:duckdb	-5.0%	-12.1%	+8.0%	+11.6%	➖ noise
77	duckdb:vortex-compact	-2.4%	-12.1%	+11.0%	+12.9%	➖ noise
77	duckdb:vortex-file-compressed	-25.8%	-12.1%	-15.6%	+19.9%	➖ noise
78	datafusion:vortex-compact	-30.0%	-16.9%	-15.8%	+11.6%	✅ faster
78	datafusion:vortex-file-compressed	-19.3%	-16.9%	-2.9%	+11.6%	➖ noise
78	duckdb:duckdb	-10.7%	-16.9%	+7.4%	+11.6%	➖ noise
78	duckdb:vortex-compact	-7.1%	-16.9%	+11.9%	+12.7%	➖ noise
78	duckdb:vortex-file-compressed	-22.3%	-16.9%	-6.5%	+11.6%	➖ noise
79	datafusion:vortex-compact	-24.4%	-14.3%	-11.8%	+11.6%	✅ faster
79	datafusion:vortex-file-compressed	-18.5%	-14.3%	-4.9%	+11.6%	➖ noise
79	duckdb:duckdb	-11.0%	-14.3%	+3.9%	+11.6%	➖ noise
79	duckdb:vortex-compact	-5.6%	-14.3%	+10.2%	+11.6%	➖ noise
79	duckdb:vortex-file-compressed	-22.3%	-14.3%	-9.4%	+13.1%	➖ noise
80	datafusion:vortex-compact	-30.7%	-14.8%	-18.7%	+11.6%	✅ faster
80	datafusion:vortex-file-compressed	-18.4%	-14.8%	-4.2%	+11.6%	➖ noise
80	duckdb:duckdb	-18.5%	-14.8%	-4.3%	+11.9%	➖ noise
80	duckdb:vortex-compact	+8.6%	-14.8%	+27.5%	+11.9%	🚨 regression
80	duckdb:vortex-file-compressed	-27.1%	-14.8%	-14.4%	+11.6%	✅ faster
81	datafusion:vortex-compact	-30.3%	-17.9%	-15.1%	+11.6%	✅ faster
81	datafusion:vortex-file-compressed	-16.9%	-17.9%	+1.2%	+14.7%	➖ noise
81	duckdb:duckdb	-15.2%	-17.9%	+3.2%	+11.6%	➖ noise
81	duckdb:vortex-compact	-12.5%	-17.9%	+6.5%	+11.6%	➖ noise
81	duckdb:vortex-file-compressed	-23.9%	-17.9%	-7.4%	+11.6%	➖ noise
82	datafusion:vortex-compact	-29.6%	-10.9%	-21.0%	+11.6%	✅ faster
82	datafusion:vortex-file-compressed	-25.2%	-10.9%	-16.1%	+12.4%	✅ faster
82	duckdb:duckdb	-7.3%	-10.9%	+4.0%	+17.8%	➖ noise
82	duckdb:vortex-compact	-21.2%	-10.9%	-11.6%	+12.6%	✅ faster
82	duckdb:vortex-file-compressed	-39.0%	-10.9%	-31.6%	+11.6%	✅ faster
83	datafusion:vortex-compact	-32.5%	-15.1%	-20.5%	+11.6%	✅ faster
83	datafusion:vortex-file-compressed	-18.2%	-15.1%	-3.6%	+11.6%	➖ noise
83	duckdb:duckdb	-14.4%	-15.1%	+0.8%	+13.2%	➖ noise
83	duckdb:vortex-compact	-29.6%	-15.1%	-17.2%	+11.6%	✅ faster
83	duckdb:vortex-file-compressed	-23.5%	-15.1%	-9.9%	+16.5%	➖ noise
84	datafusion:vortex-compact	-31.1%	-12.8%	-21.0%	+14.7%	✅ faster
84	datafusion:vortex-file-compressed	-17.2%	-12.8%	-5.0%	+11.6%	➖ noise
84	duckdb:duckdb	-13.3%	-12.8%	-0.6%	+11.6%	➖ noise
84	duckdb:vortex-compact	+4.6%	-12.8%	+19.9%	+11.6%	🚨 regression
84	duckdb:vortex-file-compressed	+2.7%	-12.8%	+17.8%	+11.6%	🚨 regression
85	datafusion:vortex-compact	-26.6%	-19.6%	-8.7%	+11.6%	➖ noise
85	datafusion:vortex-file-compressed	-16.8%	-19.6%	+3.4%	+11.6%	➖ noise
85	duckdb:duckdb	-16.4%	-19.6%	+4.0%	+11.6%	➖ noise
85	duckdb:vortex-compact	-14.9%	-19.6%	+5.8%	+11.6%	➖ noise
85	duckdb:vortex-file-compressed	-12.2%	-19.6%	+9.2%	+11.6%	➖ noise
86	datafusion:vortex-compact	-11.2%	-19.7%	+10.5%	+12.7%	➖ noise
86	datafusion:vortex-file-compressed	-15.8%	-19.7%	+4.8%	+13.1%	➖ noise
86	duckdb:duckdb	-10.5%	-19.7%	+11.4%	+17.6%	➖ noise
86	duckdb:vortex-compact	+14.7%	-19.7%	+42.7%	+18.1%	🚨 regression
86	duckdb:vortex-file-compressed	-5.9%	-19.7%	+17.1%	+12.1%	🚨 regression
87	datafusion:vortex-compact	-16.0%	-17.3%	+1.6%	+11.6%	➖ noise
87	datafusion:vortex-file-compressed	-14.5%	-17.3%	+3.3%	+11.6%	➖ noise
87	duckdb:duckdb	-10.8%	-17.3%	+7.8%	+11.6%	➖ noise
87	duckdb:vortex-compact	+0.0%	-17.3%	+20.9%	+19.3%	🚨 regression
87	duckdb:vortex-file-compressed	-8.0%	-17.3%	+11.1%	+11.6%	➖ noise
88	datafusion:vortex-compact	-11.4%	-11.0%	-0.4%	+11.6%	➖ noise
88	datafusion:vortex-file-compressed	-16.6%	-11.0%	-6.3%	+11.6%	➖ noise
88	duckdb:duckdb	-1.7%	-11.0%	+10.5%	+11.6%	➖ noise
88	duckdb:vortex-compact	-5.7%	-11.0%	+6.0%	+11.6%	➖ noise
88	duckdb:vortex-file-compressed	-9.3%	-11.0%	+1.9%	+11.6%	➖ noise
89	datafusion:vortex-compact	-13.0%	-15.8%	+3.2%	+11.6%	➖ noise
89	datafusion:vortex-file-compressed	-16.6%	-15.8%	-1.0%	+11.6%	➖ noise
89	duckdb:duckdb	-7.8%	-15.8%	+9.5%	+11.6%	➖ noise
89	duckdb:vortex-compact	+28.3%	-15.8%	+52.3%	+11.6%	🚨 regression
89	duckdb:vortex-file-compressed	+3.9%	-15.8%	+23.4%	+11.6%	🚨 regression
90	datafusion:vortex-compact	-11.5%	-14.6%	+3.7%	+11.6%	➖ noise
90	datafusion:vortex-file-compressed	-16.1%	-14.6%	-1.7%	+11.6%	➖ noise
90	duckdb:duckdb	-17.3%	-14.6%	-3.2%	+11.6%	➖ noise
90	duckdb:vortex-compact	-7.3%	-14.6%	+8.6%	+11.6%	➖ noise
90	duckdb:vortex-file-compressed	-9.5%	-14.6%	+6.0%	+11.6%	➖ noise
91	datafusion:vortex-compact	-9.5%	-13.4%	+4.5%	+11.6%	➖ noise
91	datafusion:vortex-file-compressed	-17.0%	-13.4%	-4.2%	+11.6%	➖ noise
91	duckdb:duckdb	-7.7%	-13.4%	+6.6%	+15.5%	➖ noise
91	duckdb:vortex-compact	-7.4%	-13.4%	+7.0%	+12.0%	➖ noise
91	duckdb:vortex-file-compressed	-10.1%	-13.4%	+3.8%	+11.8%	➖ noise
92	datafusion:vortex-compact	-13.0%	-18.5%	+6.8%	+11.6%	➖ noise
92	datafusion:vortex-file-compressed	-15.3%	-18.5%	+3.9%	+11.6%	➖ noise
92	duckdb:duckdb	-13.9%	-18.5%	+5.6%	+16.8%	➖ noise
92	duckdb:vortex-compact	+109.7%	-18.5%	+157.4%	+15.3%	🚨 regression
92	duckdb:vortex-file-compressed	+45.8%	-18.5%	+78.9%	+12.7%	🚨 regression
93	datafusion:vortex-compact	-30.6%	-19.8%	-13.5%	+11.6%	✅ faster
93	datafusion:vortex-file-compressed	-23.5%	-19.8%	-4.6%	+11.6%	➖ noise
93	duckdb:duckdb	-16.1%	-19.8%	+4.6%	+11.6%	➖ noise
93	duckdb:vortex-compact	-16.5%	-19.8%	+4.1%	+11.6%	➖ noise
93	duckdb:vortex-file-compressed	-16.6%	-19.8%	+4.0%	+11.6%	➖ noise
94	datafusion:vortex-compact	-27.7%	-15.5%	-14.4%	+11.6%	✅ faster
94	datafusion:vortex-file-compressed	-17.2%	-15.5%	-2.0%	+11.8%	➖ noise
94	duckdb:duckdb	-15.1%	-15.5%	+0.5%	+14.8%	➖ noise
94	duckdb:vortex-compact	+14.7%	-15.5%	+35.8%	+12.0%	🚨 regression
94	duckdb:vortex-file-compressed	-0.4%	-15.5%	+17.9%	+11.6%	🚨 regression
95	datafusion:vortex-compact	-22.2%	-12.6%	-11.0%	+11.6%	✅ faster
95	datafusion:vortex-file-compressed	-15.7%	-12.6%	-3.6%	+11.6%	➖ noise
95	duckdb:duckdb	-5.6%	-12.6%	+8.0%	+14.6%	➖ noise
95	duckdb:vortex-compact	+3.5%	-12.6%	+18.3%	+14.7%	🚨 regression
95	duckdb:vortex-file-compressed	+8.0%	-12.6%	+23.6%	+17.3%	🚨 regression
96	datafusion:vortex-compact	-21.6%	-16.3%	-6.3%	+11.8%	➖ noise
96	datafusion:vortex-file-compressed	-19.3%	-16.3%	-3.6%	+14.4%	➖ noise
96	duckdb:duckdb	-6.1%	-16.3%	+12.1%	+14.1%	➖ noise
96	duckdb:vortex-compact	+25.3%	-16.3%	+49.6%	+11.6%	🚨 regression
96	duckdb:vortex-file-compressed	-1.3%	-16.3%	+17.9%	+13.1%	🚨 regression
97	datafusion:vortex-compact	-30.1%	-17.4%	-15.4%	+13.0%	✅ faster
97	datafusion:vortex-file-compressed	-18.3%	-17.4%	-1.1%	+11.6%	➖ noise
97	duckdb:duckdb	-14.1%	-17.4%	+3.9%	+12.1%	➖ noise
97	duckdb:vortex-compact	-1.7%	-17.4%	+19.0%	+12.5%	🚨 regression
97	duckdb:vortex-file-compressed	-18.0%	-17.4%	-0.8%	+18.0%	➖ noise
98	datafusion:vortex-compact	-32.5%	-18.5%	-17.2%	+11.6%	✅ faster
98	datafusion:vortex-file-compressed	-22.5%	-18.5%	-4.9%	+11.6%	➖ noise
98	duckdb:duckdb	-16.3%	-18.5%	+2.7%	+18.4%	➖ noise
98	duckdb:vortex-compact	+9.0%	-18.5%	+33.7%	+11.6%	🚨 regression
98	duckdb:vortex-file-compressed	-29.6%	-18.5%	-13.6%	+11.6%	✅ faster
99	datafusion:vortex-compact	-35.1%	-11.5%	-26.7%	+16.9%	✅ faster
99	datafusion:vortex-file-compressed	-13.9%	-11.5%	-2.7%	+17.6%	➖ noise
99	duckdb:duckdb	-8.4%	-11.5%	+3.5%	+28.5%	➖ noise
99	duckdb:vortex-compact	-5.4%	-11.5%	+7.0%	+18.2%	➖ noise
99	duckdb:vortex-file-compressed	-21.1%	-11.5%	-10.8%	+22.5%	➖ noise

[github-actions]

File Sizes: TPC-DS SF=1 on NVME

No file size changes detected.

[0ax1]

@claude review in depth for correctness and performance

[claude]

Claude encountered an error —— View job

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I'll analyze this and get back to you.

[robert3005]

There's couple of things that can be improved. The general problem we have to solve (not here, right now) is how we get stats out of layouts