Update leaderboard results from local eval

results/aggregates/live_metadata.json

@@ -1,5 +1,5 @@
 {
-  "generated_at": "2026-07-03T03:17:57.313646+00:00",
+  "generated_at": "2026-07-03T03:25:21.083732+00:00",
   "scope": "All deduplicated metrics-only evaluation releases saved up to generation time",
   "release_deduplication": "One row per model, dataset, data source timestamp, and prediction length",
   "dataset_aggregation": "Arithmetic mean over releases, then equal-weight mean over datasets",
@@ -12,6 +12,6 @@
   "temporal_metrics": "Per-dataset MSE stability and Kendall tau, then equal-weight mean over datasets",
   "num_models": 12,
   "num_datasets": 13,
-  "num_model_releases": 15809,
-  "num_unique_releases": 1751
+  "num_model_releases": 15820,
+  "num_unique_releases": 1752
 }

results/aggregates/live_overall_up_to_now.csv

@@ -1,13 +1,13 @@
 Rank,model,MSE,RMSE,MAPE,CRPS,RTG,AverageRank,WinRate,Elo,Stability,Improvement,SignificantImprovementRate,n_datasets,n_releases,MAPE_dataset_coverage,first_release,last_release
-1,Toto-2.0-1B,33348.85323226361,37.46754676834001,0.1709856222120892,0.2761752001693229,25.244168202514544,3.7794387249029966,0.6902653542572836,1161.2954675897865,55821.909930257854,0.2245602661142253,0.08333333333333333,12,1643,0.8333333333333334,2026-06-16T12:07:16.543073+00:00,2026-07-03T03:13:35.343929Z
-2,Chronos-2,32182.578337369458,36.05147811166168,0.1842763181913575,0.2888451177675561,22.89662010188145,4.127539527983803,0.6356401430640732,1154.6301706541838,60435.10285030128,0.258944919859023,0.08333333333333333,12,1646,0.8333333333333334,2026-06-16T12:06:40.343188+00:00,2026-07-03T03:13:35.343929Z
-3,TiRex,32231.37431919035,36.88740346240482,0.19560909919322716,0.282335654513967,22.754129312939778,4.289068297918971,0.6323396073592735,1140.4335529638709,54928.00378856205,0.33690208158074086,0.08333333333333333,12,1628,0.8333333333333334,2026-06-16T12:07:33.925127+00:00,2026-07-03T03:13:35.343929Z
-4,TimesFM-2.5,30993.2248178919,36.28610909520244,0.15050897702180727,0.33956495819050087,25.551722092730444,4.226756308393086,0.6111711297345788,1080.377865700049,51489.97858597973,0.250919339143354,0.08333333333333333,12,1654,0.8333333333333334,2026-06-16T12:06:55.147862+00:00,2026-07-03T03:13:35.343929Z
-5,Moirai-1.1-Large,385056.38319177326,77.63463797311364,0.32083336344502655,0.3007705722589556,2.2705760327952795,5.713021644330755,0.4721388320970066,1073.3775313509893,2944955.072542522,0.23048213412933763,0.25,12,1611,0.8333333333333334,2026-06-16T12:07:48.486125+00:00,2026-07-03T03:13:35.343929Z
-6,Sundial (Base 128M),99616.93218005866,102.35515612586366,0.401650451631966,0.1617159591554483,17.511253922099005,5.654025881464537,0.5259376371829806,1043.0657402326815,51352.16773994043,-0.12621638964545565,0.3076923076923077,13,463,0.8461538461538461,2026-07-01T08:20:13.790420Z,2026-07-03T03:13:35.343929Z
-7,Timer-S1,37476.12129146116,40.65878209347151,0.16713724622420462,0.2711069366008451,25.693726103138008,4.479427558264354,0.6187476058964078,1033.036080835502,56296.93117362671,0.2890614948241749,0.16666666666666666,12,1588,0.8333333333333334,2026-06-16T12:08:03.698792+00:00,2026-07-03T03:13:35.343929Z
-8,TabPFN-TS,14899.523759352018,49.715887695136566,0.3441591441523688,0.2205352281523423,22.671425586864277,6.166666666666667,0.5,957.0971048609572,,,0.0,13,13,0.8461538461538461,2026-07-01T13:07:24.792624Z,2026-07-01T13:07:24.792624Z
-9,Moving-Average,63603.80602493499,60.2123263451839,0.3953729480548027,0.3736689652888371,2.5597883718273837,6.723646767815698,0.34673795754638614,885.0333453340777,80194.82645950199,0.1846043051062031,0.16666666666666666,12,1389,0.8333333333333334,2026-06-17T12:10:12.847893+00:00,2026-07-03T03:13:35.343929Z
-10,ETS,50554.582182481005,53.3019622197734,0.4087632160471122,0.5217117266808867,-10.237096090656472,7.3138607244761795,0.29278016493466874,868.3308117711568,84628.3337696504,0.18019637658194906,0.16666666666666666,12,1389,0.8333333333333334,2026-06-17T12:10:12.660440+00:00,2026-07-03T03:13:35.343929Z
-11,ARIMA,53425.30622335115,58.14426035882681,0.33667732589685545,0.3807894310455077,-2.9217420267408047,7.011876013042708,0.3223114817178972,864.1077784829043,66129.70025407005,0.16816995544181748,0.16666666666666666,12,1389,0.8333333333333334,2026-06-17T12:10:12.135642+00:00,2026-07-03T03:13:35.343929Z
-12,Seasonal-Naive,70667.14685883364,78.60204567017907,0.4503128648119583,0.49877245883906324,0.0,6.690734093525163,0.35193008620944377,739.2145502238403,80845.89576149607,0.20640420036013904,0.15384615384615385,13,1396,0.8461538461538461,2026-06-17T12:10:12.963911+00:00,2026-07-03T03:13:35.343929Z
+1,Toto-2.0-1B,33376.16027570575,37.52496860148568,0.17098606347483905,0.27614859302434364,25.252719030866114,3.77923649900394,0.6903218763117202,1161.295415595127,55767.842349308055,0.22451355769339768,0.08333333333333333,12,1644,0.8333333333333334,2026-06-16T12:07:16.543073+00:00,2026-07-03T03:22:25.323476Z
+2,Chronos-2,32292.864460932455,36.15800765037748,0.1842775507989877,0.28881814144823714,22.90033077640167,4.1277005662653075,0.6356559715331708,1154.6299887197652,60422.49373620563,0.2589754275383425,0.08333333333333333,12,1647,0.8333333333333334,2026-06-16T12:06:40.343188+00:00,2026-07-03T03:22:25.323476Z
+3,TiRex,32329.228858674705,36.9858949380707,0.1956101761172126,0.2823069677213543,22.759980408350103,4.28914923853412,0.6323677220336077,1140.433375339131,54913.98545725663,0.33690856129872376,0.08333333333333333,12,1629,0.8333333333333334,2026-06-16T12:07:33.925127+00:00,2026-07-03T03:22:25.323476Z
+4,TimesFM-2.5,31142.451009289707,36.408625432561735,0.1505109776222026,0.3395321909310508,25.554156808308857,4.227171824938008,0.6111519290754319,1080.3775970164988,51543.81609456102,0.2509893738648807,0.08333333333333333,12,1655,0.8333333333333334,2026-06-16T12:06:55.147862+00:00,2026-07-03T03:22:25.323476Z
+5,Moirai-1.1-Large,385031.7026976656,77.65185421411037,0.32083289070163723,0.30073722378061185,2.2850364603802107,5.7123497585026195,0.47225329535671595,1073.3781945429096,2944895.6782749346,0.23036430713259626,0.25,12,1612,0.8333333333333334,2026-06-16T12:07:48.486125+00:00,2026-07-03T03:22:25.323476Z
+6,Sundial (Base 128M),100099.32798649953,102.5675176825366,0.40165356725507273,0.16171932238975573,17.507011213525313,5.65596241319867,0.5257480978063275,1043.0648656884525,51438.80179739856,-0.12596958322410493,0.3076923076923077,13,464,0.8461538461538461,2026-07-01T08:20:13.790420Z,2026-07-03T03:22:25.323476Z
+7,Timer-S1,37783.32979096405,40.840574425454804,0.16713979000843934,0.2710832568111464,25.69101287957764,4.480296516140916,0.6186208785868905,1033.0349427274311,56641.59795685221,0.2891598086612932,0.16666666666666666,12,1589,0.8333333333333334,2026-06-16T12:08:03.698792+00:00,2026-07-03T03:22:25.323476Z
+8,TabPFN-TS,14899.523759352018,49.715887695136566,0.3441591441523688,0.2205352281523423,22.671425586864277,6.166666666666667,0.5,957.0955274681176,,,0.0,13,13,0.8461538461538461,2026-07-01T13:07:24.792624Z,2026-07-01T13:07:24.792624Z
+9,Moving-Average,64071.10972159035,60.441281691843066,0.39537681738445907,0.3736391183107791,2.5561865546752425,6.724525348780708,0.34667239404729905,885.0332400281537,80614.29173842391,0.18469440976454576,0.16666666666666666,12,1390,0.8333333333333334,2026-06-17T12:10:12.847893+00:00,2026-07-03T03:22:25.323476Z
+10,ETS,50470.735783021526,53.2824152229577,0.40876234811510337,0.5216786205522064,-10.225096536224378,7.312993819951871,0.2929074420166329,868.3333156455617,84535.11115016148,0.17994805656321147,0.16666666666666666,12,1390,0.8333333333333334,2026-06-17T12:10:12.660440+00:00,2026-07-03T03:22:25.323476Z
+11,ARIMA,53420.73904146512,58.17959928092887,0.3366780862343747,0.3807528469547105,-2.909538665074361,7.011439143285714,0.32239854533757534,864.1089478400544,66043.78854307921,0.1680301042575422,0.16666666666666666,12,1390,0.8333333333333334,2026-06-17T12:10:12.135642+00:00,2026-07-03T03:22:25.323476Z
+12,Seasonal-Naive,71103.38048964148,78.80550346730585,0.45031586953475816,0.4987460968011556,0.0,6.69122564319959,0.3519018478946282,739.2145893887961,81274.33006095105,0.20648153799926472,0.15384615384615385,13,1397,0.8461538461538461,2026-06-17T12:10:12.963911+00:00,2026-07-03T03:22:25.323476Z

results/aggregates/live_rank_up_to_now.csv

@@ -1,13 +1,13 @@
 Rank,model,AverageRank,WinRate,Elo,dataset_pair_matches,shared_releases,pairwise_matches
-1,Toto-2.0-1B,3.7794387249029966,0.6902653542572836,1161.2954675897865,123,1643,13848
-2,Chronos-2,4.127539527983803,0.6356401430640732,1154.6301706541838,123,1644,13811
-3,TiRex,4.289068297918971,0.6323396073592735,1140.4335529638709,123,1628,13797
-4,TimesFM-2.5,4.226756308393086,0.6111711297345788,1080.377865700049,123,1650,13848
-5,Moirai-1.1-Large,5.713021644330755,0.4721388320970066,1073.3775313509893,123,1611,13718
-6,Sundial (Base 128M),5.654025881464537,0.5259376371829806,1043.0657402326815,123,452,4523
-7,Timer-S1,4.479427558264354,0.6187476058964078,1033.036080835502,123,1588,13632
-8,TabPFN-TS,6.166666666666667,0.5,957.0971048609572,33,3,33
-9,Moving-Average,6.723646767815698,0.34673795754638614,885.0333453340777,123,1389,12543
-10,ETS,7.3138607244761795,0.29278016493466874,868.3308117711568,123,1389,12543
-11,ARIMA,7.011876013042708,0.3223114817178972,864.1077784829043,123,1389,12543
-12,Seasonal-Naive,6.690734093525163,0.35193008620944377,739.2145502238403,123,1389,12543
+1,Toto-2.0-1B,3.77923649900394,0.6903218763117202,1161.295415595127,123,1644,13858
+2,Chronos-2,4.1277005662653075,0.6356559715331708,1154.6299887197652,123,1645,13821
+3,TiRex,4.28914923853412,0.6323677220336077,1140.433375339131,123,1629,13807
+4,TimesFM-2.5,4.227171824938008,0.6111519290754319,1080.3775970164988,123,1651,13858
+5,Moirai-1.1-Large,5.7123497585026195,0.47225329535671595,1073.3781945429096,123,1612,13728
+6,Sundial (Base 128M),5.65596241319867,0.5257480978063275,1043.0648656884525,123,453,4533
+7,Timer-S1,4.480296516140916,0.6186208785868905,1033.0349427274311,123,1589,13642
+8,TabPFN-TS,6.166666666666667,0.5,957.0955274681176,33,3,33
+9,Moving-Average,6.724525348780708,0.34667239404729905,885.0332400281537,123,1390,12553
+10,ETS,7.312993819951871,0.2929074420166329,868.3333156455617,123,1390,12553
+11,ARIMA,7.011439143285714,0.32239854533757534,864.1089478400544,123,1390,12553
+12,Seasonal-Naive,6.69122564319959,0.3519018478946282,739.2145893887961,123,1390,12553

results/aggregates/live_release_metrics.csv

@@ -272,6 +272,7 @@ binance_btcusdt_1h_close/1h/short|source:2026-07-03T02:48:44.873790Z|h:24,2026-0
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T02:55:57.938430Z|h:24,2026-07-03T02:55:57.938430Z,2026-07-03T02:59:41.360522+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,ARIMA,966838.3890904927,983.2794054034147,0.025353742133874712,0.02343114126142712,53.40660111345914,True
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:05:02.028686Z|h:24,2026-07-03T03:05:02.028686Z,2026-07-03T03:08:59.473410+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,ARIMA,612339.8347053152,782.5214595813428,0.015594869518769731,0.013884308474131687,66.51784118911303,True
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:13:35.343929Z|h:24,2026-07-03T03:13:35.343929Z,2026-07-03T03:17:56.302483+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,ARIMA,608418.9418488368,780.0121421162858,0.015547442452537296,0.013836716498198627,66.67918105877189,True
+binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:22:25.323476Z|h:24,2026-07-03T03:22:25.323476Z,2026-07-03T03:25:20.250694+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,ARIMA,617105.3330348639,785.5605215607923,0.015646575378321908,0.013936313078111773,66.32470998598018,True
 binance_btcusdt_1h_close/1h/short|window:03c799d1e84862203538,2026-06-22T01:22:02.369176+00:00,2026-06-22T01:22:02.369176+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,ARIMA,0.3169074533967339,0.5629453378408369,0.0085352021500282,0.4356122103113208,2.4821416702079793,True
 binance_btcusdt_1h_close/1h/short|window:04d92c60ece42d8a5afb,2026-06-22T07:33:30.776110+00:00,2026-06-22T07:33:30.776110+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,ARIMA,0.3737040337380361,0.6113133678712057,0.012305158444961,0.7985186914109059,-15.142472841866445,True
 binance_btcusdt_1h_close/1h/short|window:0740b84fb5a867feca5c,2026-06-22T08:13:22.917126+00:00,2026-06-22T08:13:22.917126+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,ARIMA,0.2732656714019672,0.5227481911991348,0.0117912606294595,0.7610992079601563,-2.641083194827792,True
@@ -1650,6 +1651,7 @@ binance_btcusdt_1h_close/1h/short|source:2026-07-03T02:48:44.873790Z|h:24,2026-0
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T02:55:57.938430Z|h:24,2026-07-03T02:55:57.938430Z,2026-07-03T02:56:24.733419+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Chronos-2,1830416.5394992828,1352.9288745160563,0.01983684197794973,0.01685983398289124,26.98321480806049,True
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:05:02.028686Z|h:24,2026-07-03T03:05:02.028686Z,2026-07-03T03:05:27.265725+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Chronos-2,1022660.925898234,1011.2669904126378,0.015261227846105873,0.011930739223195616,49.72204711870971,True
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:13:35.343929Z|h:24,2026-07-03T03:13:35.343929Z,2026-07-03T03:14:06.850775+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Chronos-2,1016928.1314214071,1008.4285455209045,0.015213785970539288,0.011904502746288218,49.90987756679705,True
+binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:22:25.323476Z|h:24,2026-07-03T03:22:25.323476Z,2026-07-03T03:22:50.638280+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Chronos-2,1029406.5781275431,1014.5967564148542,0.01531294985106641,0.011959407834902734,49.505908241023455,True
 binance_btcusdt_1h_close/1h/short|window:01879e0ba67816eb9c43,2026-06-17T06:52:59.517094+00:00,2026-06-17T06:52:59.517094+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Chronos-2,0.1813123535575668,0.4258078833905812,0.0083663181977859,0.2410261424253861,,True
 binance_btcusdt_1h_close/1h/short|window:03c799d1e84862203538,2026-06-22T01:19:41.412209+00:00,2026-06-22T01:19:41.412209+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Chronos-2,0.3026024844282185,0.5500931597722504,0.0063219336945878,0.2735899804256079,4.788475382706393,True
 binance_btcusdt_1h_close/1h/short|window:04d92c60ece42d8a5afb,2026-06-22T07:29:55.777922+00:00,2026-06-22T07:29:55.777922+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Chronos-2,0.1135532687832525,0.3369766591075004,0.0030837061496461,0.2504677210622425,41.612619480802856,True
@@ -3307,6 +3309,7 @@ binance_btcusdt_1h_close/1h/short|source:2026-07-03T02:48:44.873790Z|h:24,2026-0
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T02:55:57.938430Z|h:24,2026-07-03T02:55:57.938430Z,2026-07-03T02:59:41.532828+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,ETS,973510.1085699446,986.6661586220258,0.015167413537133682,0.01348537015616379,53.16038032122154,True
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:05:02.028686Z|h:24,2026-07-03T03:05:02.028686Z,2026-07-03T03:08:59.625736+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,ETS,216039.98400619664,464.80101549609014,0.007112759037649632,0.005563505287164805,86.75173663272122,True
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:13:35.343929Z|h:24,2026-07-03T03:13:35.343929Z,2026-07-03T03:17:56.404893+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,ETS,215519.3029843771,464.24056585393,0.007064655259006451,0.005547686434601223,86.77383909653375,True
+binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:22:25.323476Z|h:24,2026-07-03T03:22:25.323476Z,2026-07-03T03:25:20.306679+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,ETS,217089.5285285425,465.92867321999245,0.007165202661513347,0.0055937563441210945,86.7020918339075,True
 binance_btcusdt_1h_close/1h/short|window:03c799d1e84862203538,2026-06-22T01:22:02.463619+00:00,2026-06-22T01:22:02.463619+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,ETS,0.0407717866337577,0.201920248201506,0.0022009716898305,0.0960955086908494,78.1859319232306,True
 binance_btcusdt_1h_close/1h/short|window:04d92c60ece42d8a5afb,2026-06-22T07:33:31.014985+00:00,2026-06-22T07:33:31.014985+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,ETS,0.0864408961350167,0.2940083266423194,0.0025388064632111,0.1380528538051167,52.223162771726436,True
 binance_btcusdt_1h_close/1h/short|window:0740b84fb5a867feca5c,2026-06-22T08:13:23.012177+00:00,2026-06-22T08:13:23.012177+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,ETS,0.1569766000828541,0.3962027259911952,0.0040922131316173,0.2100823941511999,24.56300165808982,True
@@ -4683,6 +4686,7 @@ binance_btcusdt_1h_close/1h/short|source:2026-07-03T02:48:44.873790Z|h:24,2026-0
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T02:55:57.938430Z|h:24,2026-07-03T02:55:57.938430Z,2026-07-03T02:58:21.162778+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Moirai-1.1-Large,808718.2498073578,899.2876346349692,0.013664393940142364,0.011367505926097012,59.48293919838713,True
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:05:02.028686Z|h:24,2026-07-03T03:05:02.028686Z,2026-07-03T03:07:46.910403+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Moirai-1.1-Large,252089.33392206827,502.08498675231095,0.007949573252365796,0.008128127104992097,84.71007929880619,True
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:13:35.343929Z|h:24,2026-07-03T03:13:35.343929Z,2026-07-03T03:16:21.791951+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Moirai-1.1-Large,260026.845079422,509.9282744459479,0.008200265235281725,0.008153199381785905,84.25745854327702,True
+binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:22:25.323476Z|h:24,2026-07-03T03:22:25.323476Z,2026-07-03T03:24:24.419957+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Moirai-1.1-Large,280278.05665779114,529.4129358617819,0.008537562995479168,0.008331517785091815,83.15741054688439,True
 binance_btcusdt_1h_close/1h/short|window:01879e0ba67816eb9c43,2026-06-17T06:55:52.923423+00:00,2026-06-17T06:55:52.923423+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Moirai-1.1-Large,0.4381369625632698,0.6619191510775843,0.0122809197835173,0.3062045609808345,,True
 binance_btcusdt_1h_close/1h/short|window:03c799d1e84862203538,2026-06-22T01:21:38.406071+00:00,2026-06-22T01:21:38.406071+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Moirai-1.1-Large,0.3065049334316586,0.5536288769849876,0.0051562118826857,0.2613208096822324,4.149065055029456,True
 binance_btcusdt_1h_close/1h/short|window:04d92c60ece42d8a5afb,2026-06-22T07:32:48.220080+00:00,2026-06-22T07:32:48.220080+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Moirai-1.1-Large,0.1143422068302237,0.3381452451687348,0.0034218690302553,0.2704204796842313,41.32596797676891,True
@@ -6307,6 +6311,7 @@ binance_btcusdt_1h_close/1h/short|source:2026-07-03T02:48:44.873790Z|h:24,2026-0
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T02:55:57.938430Z|h:24,2026-07-03T02:55:57.938430Z,2026-07-03T02:59:41.596036+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Moving-Average,3131543.421454065,1769.6167442285532,0.02842010030260995,0.02656706955047812,0.8191382411320838,True
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:05:02.028686Z|h:24,2026-07-03T03:05:02.028686Z,2026-07-03T03:08:59.709120+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Moving-Average,2896610.223042277,1701.9430727971712,0.027328309132757606,0.02538521763077084,2.5035119715082903,True
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:13:35.343929Z|h:24,2026-07-03T03:13:35.343929Z,2026-07-03T03:17:56.474209+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Moving-Average,2886673.8230832997,1699.0214310253123,0.027281454969735802,0.025338180650491357,2.6439836352288517,True
+binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:22:25.323476Z|h:24,2026-07-03T03:22:25.323476Z,2026-07-03T03:25:20.323828+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Moving-Average,2907949.825459087,1705.2711882451679,0.02737939040269675,0.025436614536864993,2.3502556398985464,True
 binance_btcusdt_1h_close/1h/short|window:03c799d1e84862203538,2026-06-22T01:22:02.488519+00:00,2026-06-22T01:22:02.488519+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Moving-Average,0.1489742184098265,0.3859717844737184,0.0048771123255213,0.2210326747420907,38.18680422959462,True
 binance_btcusdt_1h_close/1h/short|window:04d92c60ece42d8a5afb,2026-06-22T07:33:31.068326+00:00,2026-06-22T07:33:31.068326+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Moving-Average,0.1029916725943077,0.3209231568371278,0.003220088745007,0.1530588119969513,45.56516023795812,True
 binance_btcusdt_1h_close/1h/short|window:0740b84fb5a867feca5c,2026-06-22T08:13:23.059241+00:00,2026-06-22T08:13:23.059241+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Moving-Average,0.1001716084949669,0.3164989865623062,0.0030892525816164,0.1543325711714026,44.25222081261605,True
@@ -7696,6 +7701,7 @@ binance_btcusdt_1h_close/1h/short|source:2026-07-03T02:48:44.873790Z|h:24,2026-0
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T02:55:57.938430Z|h:24,2026-07-03T02:55:57.938430Z,2026-07-03T02:59:41.645920+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Seasonal-Naive,3183270.4769522347,1784.172210564954,0.02768739226689842,0.021367275861947383,0.0,True
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:05:02.028686Z|h:24,2026-07-03T03:05:02.028686Z,2026-07-03T03:08:59.766324+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Seasonal-Naive,3045368.3684240975,1745.0983835944887,0.02666823095456349,0.020591343438876527,0.0,True
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:13:35.343929Z|h:24,2026-07-03T03:13:35.343929Z,2026-07-03T03:17:56.522280+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Seasonal-Naive,3043465.742750168,1744.5531642085798,0.026620280754693627,0.020579158585065746,0.0,True
+binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:22:25.323476Z|h:24,2026-07-03T03:22:25.323476Z,2026-07-03T03:25:20.340313+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Seasonal-Naive,3047928.1842886605,1745.831659779562,0.02672050714402499,0.02060783482332944,0.0,True
 binance_btcusdt_1h_close/1h/short|window:03c799d1e84862203538,2026-06-22T01:22:02.507250+00:00,2026-06-22T01:22:02.507250+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Seasonal-Naive,0.3330400717529599,0.5770962413263147,0.0074647926873788,0.3493354391815629,0.0,True
 binance_btcusdt_1h_close/1h/short|window:04d92c60ece42d8a5afb,2026-06-22T07:33:31.096521+00:00,2026-06-22T07:33:31.096521+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Seasonal-Naive,0.2754118389969035,0.5247969502549568,0.0054985069346336,0.3525814888009477,0.0,True
 binance_btcusdt_1h_close/1h/short|window:0740b84fb5a867feca5c,2026-06-22T08:13:23.090823+00:00,2026-06-22T08:13:23.090823+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Seasonal-Naive,0.2592027377306001,0.5091195711525929,0.0051633669136927,0.3473196849970218,0.0,True
@@ -8934,6 +8940,7 @@ binance_btcusdt_1h_close/1h/short|source:2026-07-03T02:48:44.873790Z|h:24,2026-0
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T02:55:57.938430Z|h:24,2026-07-03T02:55:57.938430Z,2026-07-03T02:59:26.735258+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Sundial (Base 128M),2277351.664056778,1509.0896805878629,0.022203427088204577,0.021242890833955832,16.590029295234505,True
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:05:02.028686Z|h:24,2026-07-03T03:05:02.028686Z,2026-07-03T03:08:46.382689+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Sundial (Base 128M),2032894.9361483257,1425.7962463649305,0.02096545940814257,0.019401403255695934,19.937395356482398,True
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:13:35.343929Z|h:24,2026-07-03T03:13:35.343929Z,2026-07-03T03:17:42.004783+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Sundial (Base 128M),2164744.3839060464,1471.307032507507,0.021276560053805977,0.02005955983784473,16.87184920490679,True
+binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:22:25.323476Z|h:24,2026-07-03T03:22:25.323476Z,2026-07-03T03:25:19.392503+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Sundial (Base 128M),1993599.817024231,1411.9489427823623,0.020764668124891944,0.019337583630551006,20.9128733786635,True
 data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short|source:2026-07-01T08:20:13.790420Z|h:12,2026-07-01T08:20:13.790420Z,2026-07-01T08:26:17.387560+00:00,data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,Finance,1mo,12,Sundial (Base 128M),26942.28249014914,164.14104450182208,2.360591014522408,0.7305382024738188,,True
 data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short|source:2026-07-01T08:20:13.790420Z|h:36,2026-07-01T08:20:13.790420Z,2026-07-01T08:26:23.015354+00:00,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Sundial (Base 128M),4.654285094258401e-15,6.8222321085246e-08,,,0.0,False
 data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short|source:2026-07-01T08:51:02.752670Z|h:36,2026-07-01T08:51:02.752670Z,2026-07-01T08:56:00.935480+00:00,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,Sundial (Base 128M),2.988122630401574e-15,5.466372316629717e-08,,,0.0,False
@@ -9557,6 +9564,7 @@ binance_btcusdt_1h_close/1h/short|source:2026-07-03T02:48:44.873790Z|h:24,2026-0
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T02:55:57.938430Z|h:24,2026-07-03T02:55:57.938430Z,2026-07-03T02:57:49.052351+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TiRex,1799978.7436402638,1341.6328646989323,0.019726243466982055,0.016452786879198506,27.758831077437065,True
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:05:02.028686Z|h:24,2026-07-03T03:05:02.028686Z,2026-07-03T03:07:07.247878+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TiRex,948333.5715357462,973.824199502018,0.014857698487122659,0.012803807704157804,52.50854541512021,True
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:13:35.343929Z|h:24,2026-07-03T03:13:35.343929Z,2026-07-03T03:15:37.504929+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TiRex,942504.2508138021,970.826581225402,0.014810269422123656,0.012777613358633729,52.70891389871793,True
+binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:22:25.323476Z|h:24,2026-07-03T03:22:25.323476Z,2026-07-03T03:23:54.605653+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TiRex,955184.7133890787,977.335517306661,0.014909406525766897,0.0128324301836972,52.27790283190892,True
 binance_btcusdt_1h_close/1h/short|window:01879e0ba67816eb9c43,2026-06-17T06:54:34.213561+00:00,2026-06-17T06:54:34.213561+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TiRex,0.160538580492642,0.4006726600264136,0.0077998502585261,0.2146609791701683,,True
 binance_btcusdt_1h_close/1h/short|window:03c799d1e84862203538,2026-06-22T01:20:54.533078+00:00,2026-06-22T01:20:54.533078+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TiRex,0.3253257633711659,0.5703733543663886,0.006509406779106,0.2858020737091157,1.1717358298733047,True
 binance_btcusdt_1h_close/1h/short|window:04d92c60ece42d8a5afb,2026-06-22T07:31:44.064640+00:00,2026-06-22T07:31:44.064640+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TiRex,0.2663201865137117,0.5160621924862465,0.005269364684183,0.2671874556573511,1.678256417390571,True
@@ -11183,6 +11191,7 @@ binance_btcusdt_1h_close/1h/short|source:2026-07-03T02:48:44.873790Z|h:24,2026-0
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T02:55:57.938430Z|h:24,2026-07-03T02:55:57.938430Z,2026-07-03T02:58:54.448235+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Timer-S1,2497040.566403707,1580.2026978852134,0.02364354634697327,0.021458501893023754,12.080850948315348,True
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:05:02.028686Z|h:24,2026-07-03T03:05:02.028686Z,2026-07-03T03:08:13.686725+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Timer-S1,2203042.0762844086,1484.2648268703292,0.022063345607079177,0.01932839702067159,16.04916957264518,True
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:13:35.343929Z|h:24,2026-07-03T03:13:35.343929Z,2026-07-03T03:17:04.113491+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Timer-S1,2193476.524178187,1481.03900157227,0.02201641239939431,0.019281067758358812,16.230639469518703,True
+binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:22:25.323476Z|h:24,2026-07-03T03:22:25.323476Z,2026-07-03T03:24:52.709099+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Timer-S1,2213976.3941020966,1487.9436797480262,0.022114513052963216,0.019380113963819348,15.84885810380109,True
 binance_btcusdt_1h_close/1h/short|window:01879e0ba67816eb9c43,2026-06-17T06:58:35.029666+00:00,2026-06-17T06:58:35.029666+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Timer-S1,0.0565088861879648,0.237715977982055,0.0047191124135397,0.1699283194647917,,True
 binance_btcusdt_1h_close/1h/short|window:03c799d1e84862203538,2026-06-22T01:21:57.655072+00:00,2026-06-22T01:21:57.655072+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Timer-S1,0.094376840947432,0.3072081394550477,0.003290280361809,0.1643725886038777,55.83850889232936,True
 binance_btcusdt_1h_close/1h/short|window:04d92c60ece42d8a5afb,2026-06-22T07:33:19.087735+00:00,2026-06-22T07:33:19.087735+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Timer-S1,0.1390943968371703,0.3729536121787405,0.0036446519853812,0.2070857689137401,32.88670480081774,True
@@ -12772,6 +12781,7 @@ binance_btcusdt_1h_close/1h/short|source:2026-07-03T02:48:44.873790Z|h:24,2026-0
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T02:55:57.938430Z|h:24,2026-07-03T02:55:57.938430Z,2026-07-03T02:56:57.417367+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TimesFM-2.5,2021594.1839796703,1421.8277617136578,0.02340478985443133,0.01934201280249206,22.319048979163508,True
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:05:02.028686Z|h:24,2026-07-03T03:05:02.028686Z,2026-07-03T03:06:00.414283+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TimesFM-2.5,1238496.2338428497,1112.8774567951539,0.01898769923755026,0.014722868527951651,42.178553767200825,True
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:13:35.343929Z|h:24,2026-07-03T03:13:35.343929Z,2026-07-03T03:14:35.594810+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TimesFM-2.5,1231681.910867691,1109.8116555829151,0.018940564938312213,0.014675317018139903,42.379444610509495,True
+binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:22:25.323476Z|h:24,2026-07-03T03:22:25.323476Z,2026-07-03T03:23:11.628267+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TimesFM-2.5,1246423.8447666168,1116.4335379979486,0.01903908591714264,0.01477482882315884,41.95055103385086,True
 binance_btcusdt_1h_close/1h/short|window:01879e0ba67816eb9c43,2026-06-17T06:53:42.689625+00:00,2026-06-17T06:53:42.689625+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TimesFM-2.5,0.1316480282298061,0.3628333339562478,0.0115041829002529,0.2379950762051307,,True
 binance_btcusdt_1h_close/1h/short|window:03c799d1e84862203538,2026-06-22T01:20:14.323519+00:00,2026-06-22T01:20:14.323519+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TimesFM-2.5,0.1876052556822667,0.4331342236331213,0.0035212021999806,0.2825173319955255,27.933567902573127,True
 binance_btcusdt_1h_close/1h/short|window:04d92c60ece42d8a5afb,2026-06-22T07:30:36.018310+00:00,2026-06-22T07:30:36.018310+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,TimesFM-2.5,0.1876660841999844,0.4332044369578691,0.0029553106220395,0.282650315619165,18.948377886633143,True
@@ -14427,6 +14437,7 @@ binance_btcusdt_1h_close/1h/short|source:2026-07-03T02:48:44.873790Z|h:24,2026-0
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T02:55:57.938430Z|h:24,2026-07-03T02:55:57.938430Z,2026-07-03T02:57:29.706793+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Toto-2.0-1B,1272623.1894620259,1128.1060187154512,0.016628782894552527,0.013362909244800089,42.87910418265752,True
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:05:02.028686Z|h:24,2026-07-03T03:05:02.028686Z,2026-07-03T03:06:44.165641+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Toto-2.0-1B,553184.1198069254,743.7634837815887,0.011541121877019963,0.010273562129927284,69.25518682214027,True
 binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:13:35.343929Z|h:24,2026-07-03T03:13:35.343929Z,2026-07-03T03:15:17.460955+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Toto-2.0-1B,548879.9414952596,740.8643205710879,0.011493490401371978,0.01024724568316086,69.44169688889214,True
+binance_btcusdt_1h_close/1h/short|source:2026-07-03T03:22:25.323476Z|h:24,2026-07-03T03:22:25.323476Z,2026-07-03T03:23:45.871295+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Toto-2.0-1B,558368.4952875773,747.2405872860342,0.011593050587475034,0.010302318305408925,69.03369051970571,True
 binance_btcusdt_1h_close/1h/short|window:01879e0ba67816eb9c43,2026-06-17T06:54:06.418915+00:00,2026-06-17T06:54:06.418915+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Toto-2.0-1B,0.2538744236056837,0.5038595276519873,0.0096861404413673,0.2595518987896321,,True
 binance_btcusdt_1h_close/1h/short|window:03c799d1e84862203538,2026-06-22T01:20:46.561689+00:00,2026-06-22T01:20:46.561689+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Toto-2.0-1B,0.1086373133447541,0.3296017496081508,0.0033714615341156,0.2404084905840144,50.80693872487049,True
 binance_btcusdt_1h_close/1h/short|window:04d92c60ece42d8a5afb,2026-06-22T07:31:22.722969+00:00,2026-06-22T07:31:22.722969+00:00,binance_btcusdt_1h_close/1h/short,Finance,1h,24,Toto-2.0-1B,0.1424910624386554,0.3774798834887171,0.0034849946383276,0.2479472775316385,31.80661730312123,True

results/aggregates/live_results_by_dataset.csv

@@ -1,5 +1,5 @@
 model,dataset,domain,frequency,prediction_lengths,MSE,RMSE,MAPE,CRPS,RTG,Stability,Improvement,Improvement_pvalue,n_releases,MAPE_coverage,first_release,last_release
-ARIMA,binance_btcusdt_1h_close/1h/short,Finance,1h,24,638096.1009829758,623.142835579731,0.012734482679558541,0.15405338083138986,10.23805976700516,787681.0425086288,0.6145717387420813,6.246978297075131e-72,382,1.0,2026-06-17T12:10:12.135642+00:00,2026-07-03T03:13:35.343929Z
+ARIMA,binance_btcusdt_1h_close/1h/short,Finance,1h,24,638041.2948003435,623.5669026449557,0.012742086054751136,0.15368753992341785,10.384500107002484,786650.1019767388,0.6128935245307779,9.856599630686474e-72,383,1.0,2026-06-17T12:10:12.135642+00:00,2026-07-03T03:22:25.323476Z
 ARIMA,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,3.6181364466285024e-05,0.003389917995197246,,,-46.78818157185452,7.056786627530392e-05,0.025241256961571267,0.7413552885441035,92,0.0,2026-06-29T07:34:52.372126Z,2026-07-03T03:05:02.028686Z
 ARIMA,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,9.578202015526527e-15,9.786828912128039e-08,,,0.0,0.0,0.0,1.0,137,0.0,2026-06-29T07:34:52.372126Z,2026-07-03T03:13:35.343929Z
 ARIMA,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,18.01141919185989,3.969142665960787,0.12771530026004982,0.23899822388472075,-64.83004219118956,10.575522853262298,-0.14630761997152988,0.19234772105814313,44,1.0,2026-06-18T05:03:29.867986+00:00,2026-07-03T02:35:51.611523Z
@@ -11,7 +11,7 @@ ARIMA,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,6.9623692
 ARIMA,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,10.962642204862705,2.932819226244539,0.5898789175203627,0.35560750057260193,18.73199805497344,8.413486346674224,0.4856808883693746,5.500768315101017e-08,59,1.0,2026-06-17T12:10:12.513260+00:00,2026-07-03T02:35:51.611523Z
 ARIMA,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,1279.311102567651,25.663670633078837,0.012867894565702667,0.15831242571060108,-4.329403714695942,3238.3214884130675,0.2723071687784034,1.1005691325584043e-05,120,1.0,2026-06-17T12:26:17.165483+00:00,2026-07-03T03:05:02.028686Z
 ARIMA,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,2;7,1180.3149315930734,23.008458593998338,0.1938224225386649,0.3280648161673207,49.8821374380932,1479.0116524310665,0.5238095238095238,0.1361111111111111,7,1.0,2026-06-17T12:10:12.582752+00:00,2026-07-02T11:01:40.000947Z
-Chronos-2,binance_btcusdt_1h_close/1h/short,Finance,1h,24,384894.47202536796,392.03813215976,0.009310150692137392,0.1433340829183569,33.20862574823145,721563.6325723451,0.6721734334563658,1.096965317518205e-108,486,1.0,2026-06-16T12:06:40.343188+00:00,2026-07-03T03:13:35.343929Z
+Chronos-2,binance_btcusdt_1h_close/1h/short,Finance,1h,24,386217.9055081239,393.3164866243495,0.009322476768439095,0.14306431972516706,33.25315384247405,721412.3232031973,0.6725395256082001,5.040470719097435e-109,487,1.0,2026-06-16T12:06:40.343188+00:00,2026-07-03T03:22:25.323476Z
 Chronos-2,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,3.9643405868724485e-07,0.00027403088135504676,,,-47.126977195873316,1.0653955518493054e-06,0.03711337798682017,0.631368636229575,90,0.0,2026-06-29T07:34:52.372126Z,2026-07-03T03:05:02.028686Z
 Chronos-2,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,1.729686274365332e-18,1.3151753777977037e-09,,,0.0,1.933211369013626e-34,0.0,1.0,133,0.0,2026-06-29T07:34:52.372126Z,2026-07-03T03:13:35.343929Z
 Chronos-2,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,2.6376432160494945,1.4511356722913764,0.04896847059824677,0.07962605368868012,18.14347196598,1.993170759139505,-0.01992926591458116,0.8570865772107193,45,1.0,2026-06-17T05:11:12.972050+00:00,2026-07-03T02:35:51.611523Z
@@ -23,7 +23,7 @@ Chronos-2,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,1.170
 Chronos-2,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,9.044277093363496,2.48855519701522,0.5863561429687779,0.37433938094616614,23.710868531128757,9.339718883723373,0.5221052631578948,2.4981898633214602e-11,76,1.0,2026-06-16T13:12:36.348072+00:00,2026-07-03T02:35:51.611523Z
 Chronos-2,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,927.3761111077906,16.994862244952742,0.008254258653742082,0.19148169248713753,23.693257794922904,2901.6799416941412,0.249155665285551,1.8988451261160948e-05,135,1.0,2026-06-16T12:40:50.960167+00:00,2026-07-03T03:05:02.028686Z
 Chronos-2,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,2;7,97.34953388996685,6.557044894923921,0.06344735943916392,0.1427561685379016,92.8677309025419,134.1969041725242,0.7142857142857143,0.03015873015873016,7,1.0,2026-06-17T09:43:59.015450+00:00,2026-07-02T11:01:40.000947Z
-ETS,binance_btcusdt_1h_close/1h/short,Finance,1h,24,602447.5804442771,555.766670584941,0.010489382255347582,0.13239022918974516,31.552139664008514,1002004.662096989,0.7015294554149318,3.742124008236717e-93,382,1.0,2026-06-17T12:10:12.660440+00:00,2026-07-03T03:13:35.343929Z
+ETS,binance_btcusdt_1h_close/1h/short,Finance,1h,24,601441.4236507635,555.5321066231527,0.010480702935259241,0.13205916790294198,31.696134317193632,1000885.9906631219,0.698549615190081,1.2810217392166615e-92,383,1.0,2026-06-17T12:10:12.660440+00:00,2026-07-03T03:22:25.323476Z
 ETS,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,3.855718388025049e-05,0.0031786109686152276,,,-46.79085869922069,7.974634477818307e-05,0.044657608470472246,0.5592534424908782,92,0.0,2026-06-29T07:34:52.372126Z,2026-07-03T03:05:02.028686Z
 ETS,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,9.578202015526527e-15,9.786828912128039e-08,,,0.0,0.0,0.0,1.0,137,0.0,2026-06-29T07:34:52.372126Z,2026-07-03T03:13:35.343929Z
 ETS,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,46.46463747437794,6.412812373669147,0.2237707239322764,0.38208108937413526,-84.0442147773115,26.664272258119944,-0.12308418823001721,0.27275755298491966,44,1.0,2026-06-18T05:03:30.268230+00:00,2026-07-03T02:35:51.611523Z
@@ -35,7 +35,7 @@ ETS,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,69.28218241
 ETS,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,10.635937727488471,2.896528924281968,0.6046204409935629,0.36924435310240195,20.158147286752968,7.938611552146151,0.4880187025131501,4.748708799500574e-08,59,1.0,2026-06-17T12:10:12.797899+00:00,2026-07-03T02:35:51.611523Z
 ETS,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,1160.6053962155263,22.41565309181022,0.01026335049738526,0.15071506206160004,8.229729205547999,2874.8899624966384,0.26977800002813956,1.327182985125962e-05,120,1.0,2026-06-17T12:26:17.324923+00:00,2026-07-03T03:05:02.028686Z
 ETS,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,2;7,1365.0612722655562,24.098638394988747,0.207773594688997,0.38032333077493174,45.03410483533793,2026.1424879764963,0.5238095238095238,0.1361111111111111,7,1.0,2026-06-17T12:10:12.836543+00:00,2026-07-02T11:01:40.000947Z
-Moirai-1.1-Large,binance_btcusdt_1h_close/1h/short,Finance,1h,24,422733.8686478231,430.04079282871464,0.01081145869804054,0.1687376986183649,19.820737724889142,712310.330526403,0.6067153792623521,7.973603158912888e-88,480,1.0,2026-06-16T12:07:48.486125+00:00,2026-07-03T03:13:35.343929Z
+Moirai-1.1-Large,binance_btcusdt_1h_close/1h/short,Finance,1h,24,422437.7027185299,430.2473877206753,0.010806731264147482,0.1684042138349277,19.994262855908307,711597.5993153558,0.6053014553014554,1.3249065648853174e-87,481,1.0,2026-06-16T12:07:48.486125+00:00,2026-07-03T03:22:25.323476Z
 Moirai-1.1-Large,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,4125898.886404852,373.1174459853825,,,-99.96869793601469,34063379.03950849,-0.3825331971399388,1.1042471067849308e-07,89,0.0,2026-06-29T07:34:52.372126Z,2026-07-03T03:05:02.028686Z
 Moirai-1.1-Large,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,63951.07256673791,61.72393322959096,,,-100.0,532327.7168906349,0.02524955960070464,0.668817552003767,131,0.0,2026-06-29T07:34:52.372126Z,2026-07-03T03:13:35.343929Z
 Moirai-1.1-Large,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,1.7794743036231593,1.2019064017496983,0.043102541798647975,0.0726622479905764,31.078857656978926,1.411364693980375,0.004228329809725159,0.9677287487628757,44,1.0,2026-06-17T05:16:48.534000+00:00,2026-07-03T02:35:51.611523Z
@@ -47,7 +47,7 @@ Moirai-1.1-Large,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,2
 Moirai-1.1-Large,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,10.416173321885893,2.764145155423185,0.6063118476690557,0.38065025707731437,13.53116823028197,9.555411130925357,0.5080745341614907,4.95665625805138e-10,70,1.0,2026-06-16T13:15:41.040444+00:00,2026-07-03T02:35:51.611523Z
 Moirai-1.1-Large,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,7653.905865205462,40.52146001434544,0.010866508003914019,0.23964430016521912,-8.528953495985338,30600.284263207363,0.4263270115587476,2.7293688723312714e-13,134,1.0,2026-06-16T12:43:22.358427+00:00,2026-07-03T03:05:02.028686Z
 Moirai-1.1-Large,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,2;7,191.44885119857958,9.062351337696985,0.05533980204433791,0.12918452328660904,91.0225532576881,275.7440030189848,0.9047619047619049,0.002777777777777778,7,1.0,2026-06-17T09:46:01.162798+00:00,2026-07-02T11:01:40.000947Z
-Moving-Average,binance_btcusdt_1h_close/1h/short,Finance,1h,24,760222.0356311148,652.9924149995848,0.012559857818940737,0.13975054049903632,18.904207271142347,956108.984442489,0.6568138406782922,6.83321013899656e-82,382,1.0,2026-06-17T12:10:12.847893+00:00,2026-07-03T03:13:35.343929Z
+Moving-Average,binance_btcusdt_1h_close/1h/short,Finance,1h,24,765829.6799909791,655.7398791594948,0.01259855111550407,0.13945207071845625,18.86098546531665,961142.5677895522,0.6578950965784042,2.2855380969004608e-82,383,1.0,2026-06-17T12:10:12.847893+00:00,2026-07-03T03:22:25.323476Z
 Moving-Average,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,5.491113360253407e-05,0.003457522144940053,,,-47.03864387120987,0.00019659184063014392,0.044657608470472246,0.5592534424908782,92,0.0,2026-06-29T07:34:52.372126Z,2026-07-03T03:05:02.028686Z
 Moving-Average,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,9.578202015526527e-15,9.786828912128039e-08,,,0.0,0.0,0.0,1.0,137,0.0,2026-06-29T07:34:52.372126Z,2026-07-03T03:13:35.343929Z
 Moving-Average,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,8.189252804575643,2.6776486094706615,0.09618369929379916,0.14458939315771768,-41.81668315101519,4.646154012005168,-0.14398527679737863,0.1995018113266478,44,1.0,2026-06-18T05:03:30.400278+00:00,2026-07-03T02:35:51.611523Z
@@ -59,7 +59,7 @@ Moving-Average,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,
 Moving-Average,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,11.321845245163082,2.967452112996326,0.6513347361049898,0.36546259679158194,18.72344314597639,8.784700726780773,0.472822910578609,1.2201901393604912e-07,59,1.0,2026-06-17T12:10:12.921461+00:00,2026-07-03T02:35:51.611523Z
 Moving-Average,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,1615.5169235805336,24.63821672173749,0.011637357478022999,0.1795076619783363,9.263905303055905,4299.289137876933,0.2312784312741238,0.0001884641261817427,120,1.0,2026-06-17T12:26:17.359102+00:00,2026-07-03T03:05:02.028686Z
 Moving-Average,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,2;7,983.7553293653343,21.11536945508266,0.206471189408788,0.37604182005743236,48.28446220099294,1227.1537528895785,0.5238095238095238,0.1361111111111111,7,1.0,2026-06-17T12:10:12.956394+00:00,2026-07-02T11:01:40.000947Z
-Seasonal-Naive,binance_btcusdt_1h_close/1h/short,Finance,1h,24,875920.9364964324,732.8152878851894,0.014061609988408157,0.13167110052805223,0.0,960484.0107540361,0.7123304613101373,5.524431704684639e-96,382,1.0,2026-06-17T12:10:12.963911+00:00,2026-07-03T03:13:35.343929Z
+Seasonal-Naive,binance_btcusdt_1h_close/1h/short,Finance,1h,24,881591.9736969343,735.4602392478378,0.014094661939206112,0.13138111811106865,0.0,965625.222347496,0.7132585129796454,1.7698285777388438e-96,383,1.0,2026-06-17T12:10:12.963911+00:00,2026-07-03T03:22:25.323476Z
 Seasonal-Naive,data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,Finance,1mo,12,36436.1429036395,190.88253692687422,0.8264244641534466,0.9402466648974208,0.0,,,,1,1.0,2026-06-29T09:42:32.652885Z,2026-06-29T09:42:32.652885Z
 Seasonal-Naive,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,0.00012077295045921772,0.0011457527924963727,,,0.0,0.0011584134459516032,-0.09235375275636414,0.28318953973801886,92,0.0,2026-06-29T07:34:52.372126Z,2026-07-03T03:05:02.028686Z
 Seasonal-Naive,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,0.0,0.0,,,0.0,0.0,0.0,1.0,137,0.0,2026-06-29T07:34:52.372126Z,2026-07-03T03:13:35.343929Z
@@ -72,7 +72,7 @@ Seasonal-Naive,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,
 Seasonal-Naive,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,17.049612316969796,3.6317235755170483,0.6631769982865421,0.595793380916583,0.0,13.258831666200814,0.5317886620889003,1.9519926139337445e-09,60,1.0,2026-06-17T12:10:13.024713+00:00,2026-07-03T02:35:51.611523Z
 Seasonal-Naive,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,1909.784037657704,28.145435398007656,0.011839593989813843,0.15452383025137167,0.0,4738.748686031435,0.1829438004307874,0.0034226654049052518,120,1.0,2026-06-17T12:26:17.384303+00:00,2026-07-03T03:05:02.028686Z
 Seasonal-Naive,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,2;7,3919.2207784573843,45.08415468042706,0.3563694794592962,0.8299818160666028,0.0,4190.697528842885,0.4000661320993193,0.17023995462900499,8,1.0,2026-06-17T12:10:13.040774+00:00,2026-07-02T11:01:40.000947Z
-Sundial (Base 128M),binance_btcusdt_1h_close/1h/short,Finance,1h,24,1266146.9409114006,1091.7077153195487,0.016789133040762672,0.01504609665426947,26.81872371324589,614471.4522650775,0.42822273073989325,1.1616773814881687e-11,115,1.0,2026-07-01T08:20:13.790420Z,2026-07-03T03:13:35.343929Z
+Sundial (Base 128M),binance_btcusdt_1h_close/1h/short,Finance,1h,24,1272418.086395132,1094.468415556297,0.016823404894936198,0.015083092231651206,26.767811210361558,615511.0609545751,0.43118440779610195,6.773548757239338e-12,116,1.0,2026-07-01T08:20:13.790420Z,2026-07-03T03:22:25.323476Z
 Sundial (Base 128M),data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,Finance,1mo,12,26942.28249014914,164.14104450182208,2.360591014522408,0.7305382024738188,,,,,1,1.0,2026-07-01T08:20:13.790420Z,2026-07-01T08:20:13.790420Z
 Sundial (Base 128M),data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,7.510279983511485e-07,0.0005685866970962122,,,-60.97560975609756,1.7666600717230575e-06,0.23658536585365852,0.02933196568822758,41,0.0,2026-07-01T08:20:13.790420Z,2026-07-03T03:05:02.028686Z
 Sundial (Base 128M),data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,5.262553373091953e-16,2.199955252113676e-08,,,0.0,5.30808904372991e-16,0.0,1.0,58,0.0,2026-07-01T08:20:13.790420Z,2026-07-03T03:13:35.343929Z
@@ -98,7 +98,7 @@ TabPFN-TS,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.813
 TabPFN-TS,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,24.539460096471657,4.95373193627508,0.9345384759733598,0.41257727732423877,,,,,1,1.0,2026-07-01T13:07:24.792624Z,2026-07-01T13:07:24.792624Z
 TabPFN-TS,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,413.2056173359354,20.327459687229375,0.0034925158926689165,0.0034336295795115183,,,,,1,1.0,2026-07-01T13:07:24.792624Z,2026-07-01T13:07:24.792624Z
 TabPFN-TS,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,7,459.0989287677221,21.426593960957074,0.06551843551522653,0.060824312418524165,,,,,1,1.0,2026-07-01T13:07:24.792624Z,2026-07-01T13:07:24.792624Z
-TiRex,binance_btcusdt_1h_close/1h/short,Finance,1h,24,385671.29359013087,404.11512893123734,0.009686325196378145,0.15196337435536036,26.509678644846865,656128.8756488062,0.7001522851325224,2.8222731324878237e-117,484,1.0,2026-06-16T12:07:33.925127+00:00,2026-07-03T03:13:35.343929Z
+TiRex,binance_btcusdt_1h_close/1h/short,Finance,1h,24,386845.54806394316,405.2970266392279,0.009697094436232557,0.1516765064292332,26.579891789770738,655960.6556731412,0.7002300417483174,1.5310303258872025e-117,485,1.0,2026-06-16T12:07:33.925127+00:00,2026-07-03T03:22:25.323476Z
 TiRex,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,8.833296350935995e-08,0.00013478188762345344,,,-47.12652224168565,2.1585928730611253e-07,0.011015615116855084,0.8875536730176562,89,0.0,2026-06-29T07:34:52.372126Z,2026-07-03T03:05:02.028686Z
 TiRex,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,2.0440368407041843e-18,1.4296981641955703e-09,,,0.0,0.0,0.0,1.0,131,0.0,2026-06-29T07:34:52.372126Z,2026-07-03T03:13:35.343929Z
 TiRex,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,2.690177992485807,1.4857820966467117,0.04850742143750037,0.074922881558041,13.79779392535607,1.7905125030677491,0.6963657095096638,4.854438202322938e-10,44,1.0,2026-06-17T05:15:19.765080+00:00,2026-07-03T02:35:51.611523Z
@@ -110,7 +110,7 @@ TiRex,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,1.0107393
 TiRex,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,8.866636004281474,2.488089461129538,0.5938771051892088,0.3731621727278513,21.538118367705476,8.651555596750109,0.5228310502283104,6.011531620796288e-11,73,1.0,2026-06-16T13:14:44.379149+00:00,2026-07-03T02:35:51.611523Z
 TiRex,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,731.4391315439573,14.729661632492634,0.0072726514144261034,0.19071366787844618,27.28476360800545,2263.467498869521,0.2551407213021968,1.1912051481584899e-05,135,1.0,2026-06-16T12:42:39.570887+00:00,2026-07-03T03:05:02.028686Z
 TiRex,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,2;7,127.21965129840893,7.532079169838731,0.05628161235896661,0.1348787861976928,92.79024683063659,162.960282069556,1.0,0.0003968253968253968,7,1.0,2026-06-17T09:45:42.165364+00:00,2026-07-02T11:01:40.000947Z
-Timer-S1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,448141.9389595007,443.0013555080339,0.00992978656876044,0.13280630662061907,27.732777298223922,671018.5094808298,0.650500425427401,2.950745014588235e-100,478,1.0,2026-06-16T12:08:03.698792+00:00,2026-07-03T03:13:35.343929Z
+Timer-S1,binance_btcusdt_1h_close/1h/short,Finance,1h,24,451828.4409535354,445.1828634918335,0.009955224411107416,0.13256950872363202,27.700218615499473,675154.5108795358,0.651680191472821,8.035948778280087e-101,479,1.0,2026-06-16T12:08:03.698792+00:00,2026-07-03T03:22:25.323476Z
 Timer-S1,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,1.901536633412021e-05,0.0008450502364910881,,,-47.12876784537719,0.00017062396895752425,0.04376474113993776,0.574266061360097,89,0.0,2026-06-29T07:34:52.372126Z,2026-07-03T03:05:02.028686Z
 Timer-S1,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,1.1760797597599717e-16,1.0844721111028957e-08,,,0.0,0.0,0.0,1.0,131,0.0,2026-06-29T07:34:52.372126Z,2026-07-03T03:13:35.343929Z
 Timer-S1,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,1.4775965949171124,1.1449182254997856,0.039271358347028905,0.06682792384525968,27.628595051900437,0.8358584393597693,0.4742690048155518,2.247585322657929e-05,44,1.0,2026-06-17T05:17:34.201964+00:00,2026-07-03T02:35:51.611523Z
@@ -122,7 +122,7 @@ Timer-S1,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,1.1585
 Timer-S1,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,9.646016845653966,2.6419385220684597,0.6337712599690569,0.39685913046237387,16.925423941661666,9.043723777231738,0.539947322212467,7.470988159152125e-11,68,1.0,2026-06-16T13:16:37.448453+00:00,2026-07-03T02:35:51.611523Z
 Timer-S1,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,1090.523306140705,17.810360107760847,0.009189587078000536,0.20834173672195722,20.653528684468327,3693.912681670415,0.30852129610355733,2.0705610614895309e-07,130,1.0,2026-06-16T12:43:54.916074+00:00,2026-07-03T03:05:02.028686Z
 Timer-S1,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,2;7,215.46529203512617,10.579861537950228,0.0816237989927115,0.13736191271519524,88.39640709928898,236.20511274562008,0.7333333333333333,0.05555555555555555,6,1.0,2026-06-17T09:46:15.518954+00:00,2026-07-02T11:01:40.000947Z
-TimesFM-2.5,binance_btcusdt_1h_close/1h/short,Finance,1h,24,370764.5536443198,397.50767037362544,0.009256149984072102,0.1750067275340475,31.228063626521287,614460.9387396661,0.6510755040899452,1.6614609260563793e-102,488,1.0,2026-06-16T12:06:55.147862+00:00,2026-07-03T03:13:35.343929Z
+TimesFM-2.5,binance_btcusdt_1h_close/1h/short,Finance,1h,24,372555.2679410935,398.97786642193694,0.009276155988025211,0.17467905493954672,31.25728021346224,615106.9888426417,0.651915920748265,5.657456341099619e-103,489,1.0,2026-06-16T12:06:55.147862+00:00,2026-07-03T03:22:25.323476Z
 TimesFM-2.5,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,4.417533423700669e-08,4.995147698298584e-05,,,-40.229885057471265,3.5422367950657833e-07,0.1390417564163378,0.07764806905949258,90,0.0,2026-06-29T07:34:52.372126Z,2026-07-03T03:05:02.028686Z
 TimesFM-2.5,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,0.0,0.0,,,0.0,0.0,0.0,1.0,133,0.0,2026-06-29T07:34:52.372126Z,2026-07-03T03:13:35.343929Z
 TimesFM-2.5,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,2.6656742634121304,1.4686608291640202,0.054778510323778146,0.09470533691167855,10.261299633709687,2.316385591130291,0.004428725758795813,0.968078233939616,45,1.0,2026-06-17T05:12:05.733003+00:00,2026-07-03T02:35:51.611523Z
@@ -134,7 +134,7 @@ TimesFM-2.5,open_meteo_shanghai_hourly_temperature_2m/1h/short,Weather,1h,24,0.9
 TimesFM-2.5,usgs_earthquake_all_week_hourly_earthquake_count/1h/short,Hazards,1h,24,8.56515425356288,2.433832187576634,0.5109358843438109,0.5227091057682246,22.869535530506393,8.5561485418517,0.5201640464798359,2.1682037190670746e-11,77,1.0,2026-06-16T13:13:22.668298+00:00,2026-07-03T02:35:51.611523Z
 TimesFM-2.5,usgs_potomac_iv_usgs_00060/15min/short,Hydrology,15min,24,792.246476855931,14.853591227148915,0.007686030374728405,0.23597278223492502,27.625889741369857,2665.6082452989,0.2903639668078773,5.649552977331333e-07,136,1.0,2026-06-16T12:41:30.056174+00:00,2026-07-03T03:05:02.028686Z
 TimesFM-2.5,wikimedia_time_series_hourly_pageviews/1D/short,Web,1D,2;7,107.95101181513382,6.9625682483176545,0.0607086404115757,0.1907709756110462,92.39681780457543,140.04283581049745,0.5238095238095238,0.1361111111111111,7,1.0,2026-06-17T09:44:33.543452+00:00,2026-07-02T11:01:40.000947Z
-Toto-2.0-1B,binance_btcusdt_1h_close/1h/short,Finance,1h,24,399113.8179329885,412.35645638047214,0.009448513623262612,0.1396130429047327,31.27323251917822,666987.1052649842,0.645480105648803,3.5778855224193534e-100,485,1.0,2026-06-16T12:07:16.543073+00:00,2026-07-03T03:13:35.343929Z
+Toto-2.0-1B,binance_btcusdt_1h_close/1h/short,Finance,1h,24,399441.50245429424,413.0455183782202,0.00945292625076099,0.13934697145493985,31.37584245939704,666338.2942935866,0.6449196045988713,3.3151771260417506e-100,486,1.0,2026-06-16T12:07:16.543073+00:00,2026-07-03T03:22:25.323476Z
 Toto-2.0-1B,data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Climate,5min,36,5.299131284164298e-08,6.913518978662337e-05,,,-47.12717327153921,3.755165287576949e-07,0.04349223982830489,0.5739339588497385,90,0.0,2026-06-29T07:34:52.372126Z,2026-07-03T03:05:02.028686Z
 Toto-2.0-1B,data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Transportation,5min,12,9.285839740510159e-20,3.0472675859711035e-10,,,0.0,0.0,0.0,1.0,133,0.0,2026-06-29T07:34:52.372126Z,2026-07-03T03:13:35.343929Z
 Toto-2.0-1B,nasa_power_shanghai_hourly_T2M/1h/short,Weather,1h,24,2.50211700988663,1.4510014801588467,0.049354926618421904,0.08112915110097252,14.236665152995503,1.5195511126629426,-0.00664308863819372,0.9521333184974923,45,1.0,2026-06-17T05:14:00.045696+00:00,2026-07-03T02:35:51.611523Z

results/aggregates/metadata.json

@@ -1,5 +1,5 @@
 {
-  "generated_at": "2026-07-03T03:17:56.809571+00:00",
+  "generated_at": "2026-07-03T03:25:20.588541+00:00",
   "baseline_model": "Seasonal-Naive",
   "normalization": "Per-config metric / Seasonal-Naive metric",
   "metric_aggregation": "Geometric mean over dataset configurations",

results/aggregates/results_by_domain.csv

@@ -11,18 +11,18 @@ Climate,ARIMA,0.7396985019175883,0.8101848671173607,9,5,5,1.0
 Climate,Seasonal-Naive,1.0,1.0,10,5,5,1.0
 Climate,ETS,1.525204143343054,1.37965843034908,11,5,5,1.0
 Climate,Moving-Average,0.9374617836377072,0.9854593238650124,12,5,5,1.0
-Finance,ETS,0.07081377653018278,0.26957790386178165,1,1,2,0.5
-Finance,TabPFN-TS,0.21084254744531936,0.505887987449205,2,2,2,1.0
-Finance,Moirai-1.1-Large,0.08543774336833963,0.39618720795041046,3,1,2,0.5
-Finance,Toto-2.0-1B,0.18034700827592529,0.49794288920039853,4,1,2,0.5
-Finance,Chronos-2,0.334134903224664,0.5784737357982799,5,1,2,0.5
-Finance,Sundial (Base 128M),0.7252205407159442,0.8702568645401207,6,2,2,1.0
-Finance,TiRex,0.30968124187332774,0.6209006702492887,7,1,2,0.5
-Finance,ARIMA,0.19990990314188686,0.6723655119816175,8,1,2,0.5
+Finance,ETS,0.07122527677902223,0.2714383336277767,1,1,2,0.5
+Finance,TabPFN-TS,0.21068814466451657,0.5055358879979865,2,2,2,1.0
+Finance,Moirai-1.1-Large,0.09195690964851382,0.40428884725240444,3,1,2,0.5
+Finance,Toto-2.0-1B,0.1831960799358177,0.4999224029952924,4,1,2,0.5
+Finance,Chronos-2,0.337739774655416,0.5803330596072072,5,1,2,0.5
+Finance,Sundial (Base 128M),0.6954527390869247,0.8538576723505974,6,2,2,1.0
+Finance,TiRex,0.31338819540198726,0.6226966730716447,7,1,2,0.5
+Finance,ARIMA,0.20246715005159707,0.6762628484548456,8,1,2,0.5
 Finance,Seasonal-Naive,1.0,1.0,9,2,2,1.0
-Finance,TimesFM-2.5,0.40469714955776237,0.7131155026323467,10,1,2,0.5
-Finance,Timer-S1,0.7207166794642791,0.9369220650425947,11,1,2,0.5
-Finance,Moving-Average,0.9484824430699239,1.2312544531766825,12,1,2,0.5
+Finance,TimesFM-2.5,0.4089413429068418,0.7169520209096756,10,1,2,0.5
+Finance,Timer-S1,0.7263873228754585,0.9404245584247288,11,1,2,0.5
+Finance,Moving-Average,0.954074259508105,1.2343176638852429,12,1,2,0.5
 Hazards,Moirai-1.1-Large,0.8274880018410181,0.6383187918467391,1,1,1,1.0
 Hazards,Toto-2.0-1B,0.8969000791506255,0.6728496038630679,2,1,1,1.0
 Hazards,TiRex,0.875987868474999,0.6756923924617413,3,1,1,1.0

results/aggregates/results_by_frequency.csv

@@ -35,17 +35,17 @@ frequency,model,MSE,CRPS,Rank,n_configs,n_group_configs,coverage
 1D,Moving-Average,0.30064742150340124,0.4103796597538768,10,1,1,1.0
 1D,ARIMA,0.3436852081455649,0.4144754563715893,11,1,1,1.0
 1D,Seasonal-Naive,1.0,1.0,12,1,1,1.0
-1h,Moirai-1.1-Large,0.26683077810014894,0.4460216781019531,1,6,6,1.0
-1h,Toto-2.0-1B,0.31104237708253685,0.4745407213169534,2,6,6,1.0
-1h,TiRex,0.33732824397178535,0.5121708250678664,3,6,6,1.0
-1h,TabPFN-TS,0.12001734649841168,0.3835265275383412,4,6,6,1.0
-1h,Chronos-2,0.45933191813724944,0.5395395576632918,5,6,6,1.0
-1h,Timer-S1,0.40984838284730757,0.5528066739548386,6,6,6,1.0
-1h,Sundial (Base 128M),0.40357970060187354,0.5743118699612826,7,6,6,1.0
-1h,ETS,0.8890093348243716,0.9373021272815655,8,6,6,1.0
-1h,TimesFM-2.5,0.34701876980793106,0.6205727849661804,9,6,6,1.0
-1h,ARIMA,0.5859318048177811,0.768940531493098,10,6,6,1.0
-1h,Moving-Average,0.9491137296377097,0.9819192117070951,11,6,6,1.0
+1h,Moirai-1.1-Large,0.2701210043182667,0.44752900314987376,1,6,6,1.0
+1h,Toto-2.0-1B,0.31185599793852903,0.4748546153159947,2,6,6,1.0
+1h,TiRex,0.3379978941419292,0.5124174435675386,3,6,6,1.0
+1h,TabPFN-TS,0.11998804258164011,0.3834375283760565,4,6,6,1.0
+1h,Chronos-2,0.4601541597759407,0.5398282016742225,5,6,6,1.0
+1h,Timer-S1,0.4103840813824231,0.5531505646558759,6,6,6,1.0
+1h,Sundial (Base 128M),0.39798052663245165,0.570681509862743,7,6,6,1.0
+1h,ETS,0.8898682659298017,0.9383771359608718,8,6,6,1.0
+1h,TimesFM-2.5,0.34762268638622923,0.6211279823865493,9,6,6,1.0
+1h,ARIMA,0.5871744044611836,0.7696815985593486,10,6,6,1.0
+1h,Moving-Average,0.950044036675928,0.9823259394701616,11,6,6,1.0
 1h,Seasonal-Naive,1.0,1.0,12,6,6,1.0
 1mo,Sundial (Base 128M),0.7394383802204804,0.7769644176866283,1,1,1,1.0
 1mo,TabPFN-TS,0.8352213750339312,0.8925810519947165,2,1,1,1.0

results/aggregates/results_by_prediction_length.csv

@@ -23,17 +23,17 @@ prediction_length,model,MSE,CRPS,Rank,n_configs,n_group_configs,coverage
 12,ETS,1.0,,10,1,2,0.5
 12,Moving-Average,1.0,,11,1,2,0.5
 12,Moirai-1.1-Large,1574106876335.6409,,12,1,2,0.5
-24,Toto-2.0-1B,2.9399007494020983,0.14862070658665458,1,7,7,1.0
-24,Moirai-1.1-Large,94.05658954033774,0.26372233838872705,2,7,7,1.0
-24,TiRex,4.12418227628186,0.18178251398233752,3,7,7,1.0
-24,Chronos-2,8.115614717513667,0.21930750284511963,4,7,7,1.0
-24,Timer-S1,7.643049373855595,0.22989847547030925,5,7,7,1.0
-24,TabPFN-TS,19.897766693520353,0.4238811057155689,6,7,7,1.0
-24,Sundial (Base 128M),30.69274571328085,0.40509231350747615,7,7,7,1.0
-24,TimesFM-2.5,4.205769475673373,0.2638712938324805,8,7,7,1.0
-24,ETS,47.14351798785175,0.6627116430780204,9,7,7,1.0
-24,Moving-Average,40.31968220789894,0.041204832371027456,10,7,7,1.0
-24,ARIMA,70.30773609601388,0.9006621935340658,11,7,7,1.0
+24,Toto-2.0-1B,2.946491081778792,0.14870496660402105,1,7,7,1.0
+24,Moirai-1.1-Large,95.04982308560032,0.2644860798431196,2,7,7,1.0
+24,TiRex,4.1311988452821,0.18185753815179415,3,7,7,1.0
+24,Chronos-2,8.128065366130524,0.21940806379495195,4,7,7,1.0
+24,Timer-S1,7.651611400603248,0.2300210547776989,5,7,7,1.0
+24,TabPFN-TS,19.89360234785667,0.4237967926309206,6,7,7,1.0
+24,Sundial (Base 128M),30.32738987257338,0.4028964484575716,7,7,7,1.0
+24,TimesFM-2.5,4.212042380630305,0.2640736294439411,8,7,7,1.0
+24,ETS,47.18255685854584,0.6633630833671167,9,7,7,1.0
+24,Moving-Average,40.353554763591475,0.04121946143622168,10,7,7,1.0
+24,ARIMA,70.43551958371168,0.9014061542719631,11,7,7,1.0
 24,Seasonal-Naive,1.0,1.0,12,7,7,1.0
 36,Seasonal-Naive,1.0,,1,1,1,1.0
 36,TabPFN-TS,1.0,,2,1,1,1.0

results/aggregates/results_overall.csv

@@ -1,13 +1,13 @@
 overall,model,MSE,CRPS,Rank,n_configs,n_group_configs,coverage
-Overall,Toto-2.0-1B,1.2575895194889886,0.20428275293380468,1,12,13,0.9230769230769231
-Overall,Chronos-2,2.338491563447555,0.26561928883674507,2,12,13,0.9230769230769231
-Overall,TiRex,1.7889177660165518,0.24502472384435728,3,12,13,0.9230769230769231
-Overall,TabPFN-TS,4.57816778820734,0.5263124834101874,4,13,13,1.0
-Overall,Timer-S1,1.9086615137323704,0.25122238335078384,5,12,13,0.9230769230769231
-Overall,Moirai-1.1-Large,3582.107348535938,0.3494829566283038,6,12,13,0.9230769230769231
-Overall,TimesFM-2.5,1.7799293562085678,0.344083619866603,7,12,13,0.9230769230769231
-Overall,Sundial (Base 128M),4.810200199882689,0.43946167492657146,8,13,13,1.0
-Overall,ETS,8.621574830092047,0.6813972555463043,9,12,13,0.9230769230769231
-Overall,Moving-Average,7.369508226996564,0.0944387845384173,10,12,13,0.9230769230769231
+Overall,Toto-2.0-1B,1.2592332389484064,0.20436381824208846,1,12,13,0.9230769230769231
+Overall,Chronos-2,2.3405836730246103,0.2657045406569487,2,12,13,0.9230769230769231
+Overall,TiRex,1.7906925286807287,0.24509550703865696,3,12,13,0.9230769230769231
+Overall,TabPFN-TS,4.577651835605719,0.526245861718968,4,13,13,1.0
+Overall,Timer-S1,1.9099084788664122,0.2513161401377582,5,12,13,0.9230769230769231
+Overall,Moirai-1.1-Large,3604.1247362600952,0.35019112255148327,6,12,13,0.9230769230769231
+Overall,Sundial (Base 128M),4.779283261990597,0.43794425116500885,7,13,13,1.0
+Overall,TimesFM-2.5,1.7814774879983706,0.3442682881361138,8,12,13,0.9230769230769231
+Overall,ETS,8.625738763290052,0.6818660521106191,9,12,13,0.9230769230769231
+Overall,Moving-Average,7.3731190830861495,0.0944622534920647,10,12,13,0.9230769230769231
 Overall,Seasonal-Naive,1.0,1.0,11,13,13,1.0
-Overall,ARIMA,12.074062354628387,0.8946063253288106,12,12,13,0.9230769230769231
+Overall,ARIMA,12.086858450907199,0.8951235322094236,12,12,13,0.9230769230769231

results/arima/all_results.csv

@@ -1,5 +1,5 @@
 dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates,prediction_length
-binance_btcusdt_1h_close/1h/short,ARIMA,608418.9418488368,1093662.8845435826,956.357041312512,1.0782700616565586,0.015547442452537296,0.015692502755510825,23.069598150488314,780.0121421162858,0.0127236485655131,0.015600207022162244,0.013836716498198627,Finance,1,24
+binance_btcusdt_1h_close/1h/short,ARIMA,617105.3330348639,1106374.866609533,962.5490986041787,1.085251460558064,0.015646575378321908,0.01579331336513027,23.34885410654854,785.5605215607923,0.012812858980183982,0.015699625329204037,0.013936313078111773,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,ARIMA,1541135.6552051408,2418867.790696383,1404.9959218011925,2.0820340358355196,0.023509867939965828,0.023851626705894427,64.03653538702292,1241.4248487947793,0.020879994345237157,0.023631158125093858,0.02228618857464181,Finance,1,24
 data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,ARIMA,4.407835548068247e-15,1.12132504091072e-14,8.609260281087649e-08,nan,nan,2.0,nan,6.639153220154094e-08,inf,inf,inf,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,ARIMA,9.578202015526527e-15,9.143141084502762e-15,9.078851462715541e-08,nan,nan,2.0,nan,9.786828912128038e-08,inf,inf,inf,Transportation,1,12

results/arima/forecasts/binance_btcusdt_1h_close__1h__short.json

@@ -1,7 +1,7 @@
 {
   "dataset": "binance_btcusdt_1h_close/1h/short",
   "model": "ARIMA",
-  "evaluated_at": "2026-07-03T03:17:56.290630+00:00",
+  "evaluated_at": "2026-07-03T03:25:20.235437+00:00",
   "freq": "1h",
   "context_length": 96,
   "prediction_length": 24,
@@ -127,7 +127,7 @@
     61308.75,
     61588.0,
     61440.01171875,
-    61344.03125
+    61492.640625
   ],
   "p50": [
     60351.696973527214,

results/arima/online_meta.json

@@ -1,25 +1,13 @@
 {
     "model": "ARIMA",
     "api_model_id": "baseline/arima",
-    "evaluated_at": "2026-07-03T03:17:56.369652+00:00",
+    "evaluated_at": "2026-07-03T03:25:20.257244+00:00",
     "datasets": [
         {
             "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260702t030000z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
+            "data_fetched_at": "2026-07-03T03:22:25.323476Z",
             "context_length": 96,
             "prediction_length": 24
-        },
-        {
-            "dataset": "task_data_gov_sg_singapore_taxi_availability_singapore_taxi_fleet_available_taxi_count_20260702t173500z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-            "context_length": 120,
-            "prediction_length": 12
-        },
-        {
-            "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260702t210600z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-            "context_length": 240,
-            "prediction_length": 60
         }
     ],
     "failed_datasets": []

results/chronos_2/all_results.csv

@@ -1,5 +1,5 @@
 dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates,prediction_length
-binance_btcusdt_1h_close/1h/short,Chronos-2,1016928.1314214071,1016928.1314214071,935.060546875,1.0542587652701279,0.015213785970539288,0.015339442903817835,2.797421068847939,1008.4285455209045,0.016449603440566268,0.015252816133906161,0.011904502746288218,Finance,1,24
+binance_btcusdt_1h_close/1h/short,Chronos-2,1029406.5781275431,1029406.5781275431,941.2526041666666,1.0612401641716336,0.01531294985106641,0.015440253776193342,2.797421068847939,1014.5967564148542,0.01654854693546305,0.015352269559010845,0.011959407834902734,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Chronos-2,1047487.098203659,1047487.098203659,819.30322265625,1.2141082894057063,0.01366893271924998,0.013814714127786376,10.44496425626024,1023.4681715635612,0.017214098505861357,0.013780170964601867,0.011439704022350464,Finance,1,24
 data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Chronos-2,1.6284716271939715e-18,1.6284716271939715e-18,9.786685842996647e-10,nan,nan,2.0,nan,1.2761158361191085e-09,inf,inf,inf,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Chronos-2,1.7296862743653321e-18,1.7296862743653321e-18,1.0190191815362404e-09,nan,nan,2.0,nan,1.3151753777977035e-09,inf,inf,inf,Transportation,1,12

results/chronos_2/forecasts/binance_btcusdt_1h_close__1h__short.json

@@ -1,7 +1,7 @@
 {
   "dataset": "binance_btcusdt_1h_close/1h/short",
   "model": "Chronos-2",
-  "evaluated_at": "2026-07-03T03:14:04.723107+00:00",
+  "evaluated_at": "2026-07-03T03:22:47.428915+00:00",
   "freq": "1h",
   "context_length": 96,
   "prediction_length": 24,
@@ -127,7 +127,7 @@
     61308.75,
     61588.0,
     61440.01171875,
-    61344.03125
+    61492.640625
   ],
   "p50": [
     60891.29296875,

results/chronos_2/online_meta.json

@@ -1,25 +1,13 @@
 {
     "model": "Chronos-2",
     "api_model_id": "amazon/chronos-2",
-    "evaluated_at": "2026-07-03T03:14:14.211579+00:00",
+    "evaluated_at": "2026-07-03T03:22:50.657843+00:00",
     "datasets": [
         {
             "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260702t030000z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
+            "data_fetched_at": "2026-07-03T03:22:25.323476Z",
             "context_length": 96,
             "prediction_length": 24
-        },
-        {
-            "dataset": "task_data_gov_sg_singapore_taxi_availability_singapore_taxi_fleet_available_taxi_count_20260702t173500z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-            "context_length": 120,
-            "prediction_length": 12
-        },
-        {
-            "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260702t210600z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-            "context_length": 240,
-            "prediction_length": 60
         }
     ],
     "failed_datasets": []

results/ets/all_results.csv

@@ -1,5 +1,5 @@
 dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates,prediction_length
-binance_btcusdt_1h_close/1h/short,ETS,215519.3029843771,232692.8911855917,432.8255225368548,0.48800059257350153,0.007064655259006451,0.0070745227288619835,4.074150159471388,464.24056585393,0.007572745975151427,0.0070603001435360965,0.005547686434601223,Finance,1,24
+binance_btcusdt_1h_close/1h/short,ETS,217089.5285285425,234733.47676986034,439.0175798285215,0.49498199147500727,0.007165202661513347,0.007175340315290359,4.074150159471388,465.92867321999245,0.007599514258851406,0.007160581757581616,0.0055937563441210945,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,ETS,1556117.9881807761,1569433.9940070417,1003.0477607431425,1.4863954727772741,0.016733873296267597,0.016954216616983653,43.48353332776867,1247.444583210323,0.02098124253652188,0.01687063988823202,0.015785365847337016,Finance,1,24
 data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,ETS,4.407835548068247e-15,1.12132504091072e-14,8.609260281087649e-08,nan,nan,2.0,nan,6.639153220154094e-08,inf,inf,inf,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,ETS,9.578202015526527e-15,9.143141084502762e-15,9.078851462715541e-08,nan,nan,2.0,nan,9.786828912128038e-08,inf,inf,inf,Transportation,1,12

results/ets/forecasts/binance_btcusdt_1h_close__1h__short.json

@@ -1,7 +1,7 @@
 {
   "dataset": "binance_btcusdt_1h_close/1h/short",
   "model": "ETS",
-  "evaluated_at": "2026-07-03T03:17:56.398649+00:00",
+  "evaluated_at": "2026-07-03T03:25:20.299755+00:00",
   "freq": "1h",
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   "prediction_length": 24,
@@ -127,7 +127,7 @@
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results/ets/online_meta.json

@@ -1,25 +1,13 @@
 {
     "model": "ETS",
     "api_model_id": "baseline/ets",
-    "evaluated_at": "2026-07-03T03:17:56.459656+00:00",
+    "evaluated_at": "2026-07-03T03:25:20.312479+00:00",
     "datasets": [
         {
             "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260702t030000z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
+            "data_fetched_at": "2026-07-03T03:22:25.323476Z",
             "context_length": 96,
             "prediction_length": 24
-        },
-        {
-            "dataset": "task_data_gov_sg_singapore_taxi_availability_singapore_taxi_fleet_available_taxi_count_20260702t173500z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
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-            "prediction_length": 12
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-        {
-            "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260702t210600z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-            "context_length": 240,
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     "failed_datasets": []

results/eval_history.jsonl

@@ -3990,3 +3990,4 @@
 {"evaluated_at": "2026-07-03T03:17:57.321658+00:00", "dataset": "binance_btcusdt_1h_close", "prediction_length": 24}
 {"evaluated_at": "2026-07-03T03:17:57.321658+00:00", "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count", "prediction_length": 12}
 {"evaluated_at": "2026-07-03T03:17:57.321658+00:00", "dataset": "noaa_coops_sf_water_level_water_level", "prediction_length": 60}
+{"evaluated_at": "2026-07-03T03:25:21.100704+00:00", "dataset": "binance_btcusdt_1h_close", "prediction_length": 24}

results/evaluation_metrics.jsonl

@@ -16127,3 +16127,14 @@
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 {"release_id": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short|source:2026-07-03T03:13:35.343929Z|h:12", "release_time": "2026-07-03T03:13:35.343929Z", "evaluated_at": "2026-07-03T03:17:56.533224+00:00", "dataset": "data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short", "domain": "Transportation", "frequency": "5min", "prediction_length": 12, "model": "Seasonal-Naive", "MSE": 0.0, "RMSE": 0.0, "MAPE": NaN, "CRPS": NaN, "MAPE_eligible": false}
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results/moirai_1_1_large/all_results.csv

@@ -1,5 +1,5 @@
 dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates,prediction_length
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results/moirai_1_1_large/forecasts/binance_btcusdt_1h_close__1h__short.json

@@ -1,7 +1,7 @@
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+  "evaluated_at": "2026-07-03T03:24:21.460898+00:00",
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results/moirai_1_1_large/online_meta.json

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results/moving_average/all_results.csv

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 dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates,prediction_length
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 coingecko_bitcoin_7d_price_usd/1h/short,Moving-Average,763747.8792799147,770725.1833900927,703.1501790364564,1.0419835263158121,0.011737086968445143,0.011838641769502792,25.952716117386256,873.9267013199188,0.014698903924331055,0.01182654896620388,0.010766495151387482,Finance,1,24
 data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Moving-Average,4.407835548068247e-15,1.12132504091072e-14,8.609260281087649e-08,nan,nan,2.0,nan,6.639153220154094e-08,inf,inf,inf,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Moving-Average,9.578202015526527e-15,9.143141084502762e-15,9.078851462715541e-08,nan,nan,2.0,nan,9.786828912128038e-08,inf,inf,inf,Transportation,1,12

results/moving_average/forecasts/binance_btcusdt_1h_close__1h__short.json

@@ -1,7 +1,7 @@
 {
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+  "evaluated_at": "2026-07-03T03:25:20.320580+00:00",
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results/moving_average/online_meta.json

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 {
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results/online_status.json

@@ -1,8 +1,8 @@
 {
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-    "finished_at": "2026-07-03T03:17:57.318399+00:00",
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+    "started_at": "2026-07-03T03:22:28.294144+00:00",
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     "ts_bench_root": "/Users/bytedance/TSFM_Bench/space/vendor/ts_bench",
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         "Chronos-2": {
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-            "evaluated_at": "2026-07-03T03:14:14.211579+00:00",
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@@ -36,25 +24,13 @@
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             "api_model_id": "google/timesfm-2.5-200m-pytorch",
-            "evaluated_at": "2026-07-03T03:14:48.822643+00:00",
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-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
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@@ -62,25 +38,13 @@
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-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
+                    "data_fetched_at": "2026-07-03T03:22:25.323476Z",
                     "context_length": 96,
                     "prediction_length": 24
-                },
-                {
-                    "dataset": "task_data_gov_sg_singapore_taxi_availability_singapore_taxi_fleet_available_taxi_count_20260702t173500z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-                    "context_length": 120,
-                    "prediction_length": 12
-                },
-                {
-                    "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260702t210600z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-                    "context_length": 240,
-                    "prediction_length": 60
                 }
             ],
             "failed_datasets": []
@@ -88,25 +52,13 @@
         "TiRex": {
             "model": "TiRex",
             "api_model_id": "NX-AI/TiRex-1.1-gifteval",
-            "evaluated_at": "2026-07-03T03:15:50.490055+00:00",
+            "evaluated_at": "2026-07-03T03:23:54.620335+00:00",
             "datasets": [
                 {
                     "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260702t030000z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
+                    "data_fetched_at": "2026-07-03T03:22:25.323476Z",
                     "context_length": 96,
                     "prediction_length": 24
-                },
-                {
-                    "dataset": "task_data_gov_sg_singapore_taxi_availability_singapore_taxi_fleet_available_taxi_count_20260702t173500z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-                    "context_length": 120,
-                    "prediction_length": 12
-                },
-                {
-                    "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260702t210600z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-                    "context_length": 240,
-                    "prediction_length": 60
                 }
             ],
             "failed_datasets": []
@@ -114,25 +66,13 @@
         "Moirai-1.1-Large": {
             "model": "Moirai-1.1-Large",
             "api_model_id": "Salesforce/moirai-1.1-R-large",
-            "evaluated_at": "2026-07-03T03:16:34.358535+00:00",
+            "evaluated_at": "2026-07-03T03:24:24.432533+00:00",
             "datasets": [
                 {
                     "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260702t030000z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
+                    "data_fetched_at": "2026-07-03T03:22:25.323476Z",
                     "context_length": 96,
                     "prediction_length": 24
-                },
-                {
-                    "dataset": "task_data_gov_sg_singapore_taxi_availability_singapore_taxi_fleet_available_taxi_count_20260702t173500z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-                    "context_length": 120,
-                    "prediction_length": 12
-                },
-                {
-                    "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260702t210600z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-                    "context_length": 240,
-                    "prediction_length": 60
                 }
             ],
             "failed_datasets": []
@@ -140,25 +80,13 @@
         "Timer-S1": {
             "model": "Timer-S1",
             "api_model_id": "bytedance-research/Timer-S1",
-            "evaluated_at": "2026-07-03T03:17:13.890210+00:00",
+            "evaluated_at": "2026-07-03T03:24:52.732480+00:00",
             "datasets": [
                 {
                     "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260702t030000z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
+                    "data_fetched_at": "2026-07-03T03:22:25.323476Z",
                     "context_length": 96,
                     "prediction_length": 24
-                },
-                {
-                    "dataset": "task_data_gov_sg_singapore_taxi_availability_singapore_taxi_fleet_available_taxi_count_20260702t173500z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-                    "context_length": 120,
-                    "prediction_length": 12
-                },
-                {
-                    "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260702t210600z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-                    "context_length": 240,
-                    "prediction_length": 60
                 }
             ],
             "failed_datasets": []
@@ -166,25 +94,13 @@
         "Sundial (Base 128M)": {
             "model": "Sundial (Base 128M)",
             "api_model_id": "thuml/sundial-base-128m",
-            "evaluated_at": "2026-07-03T03:17:55.933088+00:00",
+            "evaluated_at": "2026-07-03T03:25:19.407261+00:00",
             "datasets": [
                 {
                     "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260702t030000z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
+                    "data_fetched_at": "2026-07-03T03:22:25.323476Z",
                     "context_length": 96,
                     "prediction_length": 24
-                },
-                {
-                    "dataset": "task_data_gov_sg_singapore_taxi_availability_singapore_taxi_fleet_available_taxi_count_20260702t173500z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-                    "context_length": 120,
-                    "prediction_length": 12
-                },
-                {
-                    "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260702t210600z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-                    "context_length": 240,
-                    "prediction_length": 60
                 }
             ],
             "failed_datasets": []
@@ -192,25 +108,13 @@
         "ARIMA": {
             "model": "ARIMA",
             "api_model_id": "baseline/arima",
-            "evaluated_at": "2026-07-03T03:17:56.369652+00:00",
+            "evaluated_at": "2026-07-03T03:25:20.257244+00:00",
             "datasets": [
                 {
                     "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260702t030000z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
+                    "data_fetched_at": "2026-07-03T03:22:25.323476Z",
                     "context_length": 96,
                     "prediction_length": 24
-                },
-                {
-                    "dataset": "task_data_gov_sg_singapore_taxi_availability_singapore_taxi_fleet_available_taxi_count_20260702t173500z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-                    "context_length": 120,
-                    "prediction_length": 12
-                },
-                {
-                    "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260702t210600z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-                    "context_length": 240,
-                    "prediction_length": 60
                 }
             ],
             "failed_datasets": []
@@ -218,25 +122,13 @@
         "ETS": {
             "model": "ETS",
             "api_model_id": "baseline/ets",
-            "evaluated_at": "2026-07-03T03:17:56.459656+00:00",
+            "evaluated_at": "2026-07-03T03:25:20.312479+00:00",
             "datasets": [
                 {
                     "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260702t030000z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
+                    "data_fetched_at": "2026-07-03T03:22:25.323476Z",
                     "context_length": 96,
                     "prediction_length": 24
-                },
-                {
-                    "dataset": "task_data_gov_sg_singapore_taxi_availability_singapore_taxi_fleet_available_taxi_count_20260702t173500z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-                    "context_length": 120,
-                    "prediction_length": 12
-                },
-                {
-                    "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260702t210600z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-                    "context_length": 240,
-                    "prediction_length": 60
                 }
             ],
             "failed_datasets": []
@@ -244,25 +136,13 @@
         "Moving-Average": {
             "model": "Moving-Average",
             "api_model_id": "baseline/moving-average",
-            "evaluated_at": "2026-07-03T03:17:56.514677+00:00",
+            "evaluated_at": "2026-07-03T03:25:20.332709+00:00",
             "datasets": [
                 {
                     "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260702t030000z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
+                    "data_fetched_at": "2026-07-03T03:22:25.323476Z",
                     "context_length": 96,
                     "prediction_length": 24
-                },
-                {
-                    "dataset": "task_data_gov_sg_singapore_taxi_availability_singapore_taxi_fleet_available_taxi_count_20260702t173500z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-                    "context_length": 120,
-                    "prediction_length": 12
-                },
-                {
-                    "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260702t210600z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-                    "context_length": 240,
-                    "prediction_length": 60
                 }
             ],
             "failed_datasets": []
@@ -270,25 +150,13 @@
         "Seasonal-Naive": {
             "model": "Seasonal-Naive",
             "api_model_id": "baseline/seasonal-naive",
-            "evaluated_at": "2026-07-03T03:17:56.572431+00:00",
+            "evaluated_at": "2026-07-03T03:25:20.345683+00:00",
             "datasets": [
                 {
                     "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260702t030000z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
+                    "data_fetched_at": "2026-07-03T03:22:25.323476Z",
                     "context_length": 96,
                     "prediction_length": 24
-                },
-                {
-                    "dataset": "task_data_gov_sg_singapore_taxi_availability_singapore_taxi_fleet_available_taxi_count_20260702t173500z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-                    "context_length": 120,
-                    "prediction_length": 12
-                },
-                {
-                    "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260702t210600z",
-                    "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-                    "context_length": 240,
-                    "prediction_length": 60
                 }
             ],
             "failed_datasets": []
@@ -312,7 +180,5 @@
         "live_overall": "aggregates/live_overall_up_to_now.csv",
         "live_metadata": "aggregates/live_metadata.json"
     },
-    "push_status": "ok",
-    "pushed_at": "2026-07-03T03:18:05.969820+00:00",
-    "push_detail": "HF Hub API"
+    "push_status": "pending"
 }

results/seasonal_naive/all_results.csv

@@ -1,5 +1,5 @@
 dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates,prediction_length
-binance_btcusdt_1h_close/1h/short,Seasonal-Naive,3043465.742750168,3043465.742750168,1632.5584309895833,1.84067121796392,0.026620280754693627,0.02703132424668322,12.615154619839878,1744.5531642085798,0.028457353631726735,0.026630482548924455,0.020579158585065746,Finance,1,24
+binance_btcusdt_1h_close/1h/short,Seasonal-Naive,3047928.1842886605,3047928.1842886605,1638.75048828125,1.8476526168654257,0.02672050714402499,0.027132141142461652,12.615154619839878,1745.831659779562,0.028475329711645885,0.02672878579531621,0.02060783482332944,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Seasonal-Naive,1384823.3416538239,1384823.3416538239,1027.81396484375,1.5230959920284686,0.01719350624208572,0.017345573573671336,6.8090144931664085,1176.7851722612006,0.019792795162935146,0.01728719204769275,0.01291801157818565,Finance,1,24
 data_gov_sg_sgx_equities_turnover_monthly_turnover_value_million_sgd/1mo/short,Seasonal-Naive,36436.1429036395,36436.1429036395,152.79166432221731,1.6109556133900285,0.8264244641534466,1.5187046461435552,64.32233589831223,190.88253692687422,1.1751439790441005,0.9406423828344558,0.9402466648974208,Finance,1,12
 data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Seasonal-Naive,0.0,0.0,0.0,nan,nan,nan,nan,0.0,nan,nan,nan,Climate,1,36

results/seasonal_naive/forecasts/binance_btcusdt_1h_close__1h__short.json

@@ -1,7 +1,7 @@
 {
   "dataset": "binance_btcusdt_1h_close/1h/short",
   "model": "Seasonal-Naive",
-  "evaluated_at": "2026-07-03T03:17:56.520364+00:00",
+  "evaluated_at": "2026-07-03T03:25:20.338346+00:00",
   "freq": "1h",
   "context_length": 96,
   "prediction_length": 24,
@@ -127,7 +127,7 @@
     61308.75,
     61588.0,
     61440.01171875,
-    61344.03125
+    61492.640625
   ],
   "p50": [
     59339.98828125,

results/seasonal_naive/online_meta.json

@@ -1,25 +1,13 @@
 {
     "model": "Seasonal-Naive",
     "api_model_id": "baseline/seasonal-naive",
-    "evaluated_at": "2026-07-03T03:17:56.572431+00:00",
+    "evaluated_at": "2026-07-03T03:25:20.345683+00:00",
     "datasets": [
         {
             "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260702t030000z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
+            "data_fetched_at": "2026-07-03T03:22:25.323476Z",
             "context_length": 96,
             "prediction_length": 24
-        },
-        {
-            "dataset": "task_data_gov_sg_singapore_taxi_availability_singapore_taxi_fleet_available_taxi_count_20260702t173500z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-            "context_length": 120,
-            "prediction_length": 12
-        },
-        {
-            "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260702t210600z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-            "context_length": 240,
-            "prediction_length": 60
         }
     ],
     "failed_datasets": []

results/sundial_base_128m/all_results.csv

@@ -1,5 +1,5 @@
 dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates,prediction_length
-binance_btcusdt_1h_close/1h/short,Sundial (Base 128M),2164744.3839060464,2111304.507801056,1308.970703125,1.4758336685932412,0.021276560053805977,0.021557295013514183,44.382968131968084,1471.307032507507,0.024000131027194452,0.021352081986734172,0.02005955983784473,Finance,1,24
+binance_btcusdt_1h_close/1h/short,Sundial (Base 128M),1993599.817024231,1997880.6432933807,1277.5242513020833,1.4403785340762818,0.020764668124891944,0.02102934030679704,42.01692168950441,1411.9489427823623,0.023029546667067653,0.02083701716982475,0.019337583630551006,Finance,1,24
 bitbrains_fast_storage/5T/long,Sundial (Base 128M),3992984.656532448,4074699.162123445,402.3351208491215,1.0110702542831842,5.992031531062318,0.8165969330820964,18.612015056705424,1998.2453944729732,5.280765984355254,1.0632516038160884,0.8112800068833039,Web/CloudOps,2
 bitbrains_fast_storage/5T/medium,Sundial (Base 128M),2907838.320472667,2877131.708869361,312.31870573567153,1.107871728301013,5.429366768086938,0.8071652781288694,23.570398005670967,1705.238493722408,5.1809858111874965,0.94891054180505,0.7275862010337261,Web/CloudOps,2
 bitbrains_fast_storage/5T/short,Sundial (Base 128M),1667311.4097309958,1711803.8958942452,181.00176684311495,0.7400817080132996,2.7738987359024674,0.7436391409035517,15.030792252691077,1291.2441325059317,4.054187281222474,0.5683007903315925,0.4616509497480503,Web/CloudOps,2

results/sundial_base_128m/forecasts/binance_btcusdt_1h_close__1h__short.json

@@ -1,7 +1,7 @@
 {
   "dataset": "binance_btcusdt_1h_close/1h/short",
   "model": "Sundial (Base 128M)",
-  "evaluated_at": "2026-07-03T03:17:39.279198+00:00",
+  "evaluated_at": "2026-07-03T03:25:15.343284+00:00",
   "freq": "1h",
   "context_length": 96,
   "prediction_length": 24,
@@ -127,346 +127,346 @@
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results/sundial_base_128m/online_meta.json

@@ -1,25 +1,13 @@
 {
     "model": "Sundial (Base 128M)",
     "api_model_id": "thuml/sundial-base-128m",
-    "evaluated_at": "2026-07-03T03:17:55.933088+00:00",
+    "evaluated_at": "2026-07-03T03:25:19.407261+00:00",
     "datasets": [
         {
             "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260702t030000z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
+            "data_fetched_at": "2026-07-03T03:22:25.323476Z",
             "context_length": 96,
             "prediction_length": 24
-        },
-        {
-            "dataset": "task_data_gov_sg_singapore_taxi_availability_singapore_taxi_fleet_available_taxi_count_20260702t173500z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-            "context_length": 120,
-            "prediction_length": 12
-        },
-        {
-            "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260702t210600z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-            "context_length": 240,
-            "prediction_length": 60
         }
     ],
     "failed_datasets": []

results/timer_s1/all_results.csv

@@ -1,5 +1,5 @@
 dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates,prediction_length
-binance_btcusdt_1h_close/1h/short,Timer-S1,2193476.524178187,2193476.524178187,1354.1378580729167,1.5267585730449322,0.02201641239939431,0.022306046809748195,28.8826220042766,1481.03900157227,0.024158880035760565,0.022088853858902916,0.019281067758358812,Finance,1,24
+binance_btcusdt_1h_close/1h/short,Timer-S1,2213976.3941020966,2213976.3941020966,1360.3299153645833,1.5337399719464375,0.022114513052963216,0.022406845766862703,29.161877960336835,1487.9436797480262,0.024269056318141524,0.02218761622269632,0.019380113963819348,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Timer-S1,567259.7815119425,567259.7815119425,630.3899739583334,0.9341617020127089,0.01053561875202081,0.010606214370632252,7.570174836323596,753.1665031797036,0.012667792450490854,0.010602767541122503,0.008639769292829622,Finance,1,24
 data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Timer-S1,8.874856741867843e-16,8.874856741867843e-16,2.050398961728206e-08,nan,nan,2.0,nan,2.9790697779454317e-08,inf,inf,inf,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Timer-S1,1.1760797597599717e-16,1.1760797597599717e-16,9.226596375810914e-09,nan,nan,2.0,nan,1.0844721111028959e-08,inf,inf,inf,Transportation,1,12

results/timer_s1/forecasts/binance_btcusdt_1h_close__1h__short.json

@@ -1,7 +1,7 @@
 {
   "dataset": "binance_btcusdt_1h_close/1h/short",
   "model": "Timer-S1",
-  "evaluated_at": "2026-07-03T03:17:01.045474+00:00",
+  "evaluated_at": "2026-07-03T03:24:50.597922+00:00",
   "freq": "1h",
   "context_length": 96,
   "prediction_length": 24,
@@ -127,7 +127,7 @@
     61308.75,
     61588.0,
     61440.01171875,
-    61344.03125
+    61492.640625
   ],
   "p50": [
     61038.0,

results/timer_s1/online_meta.json

@@ -1,25 +1,13 @@
 {
     "model": "Timer-S1",
     "api_model_id": "bytedance-research/Timer-S1",
-    "evaluated_at": "2026-07-03T03:17:13.890210+00:00",
+    "evaluated_at": "2026-07-03T03:24:52.732480+00:00",
     "datasets": [
         {
             "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260702t030000z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
+            "data_fetched_at": "2026-07-03T03:22:25.323476Z",
             "context_length": 96,
             "prediction_length": 24
-        },
-        {
-            "dataset": "task_data_gov_sg_singapore_taxi_availability_singapore_taxi_fleet_available_taxi_count_20260702t173500z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-            "context_length": 120,
-            "prediction_length": 12
-        },
-        {
-            "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260702t210600z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-            "context_length": 240,
-            "prediction_length": 60
         }
     ],
     "failed_datasets": []

results/timesfm_2_5/all_results.csv

@@ -1,5 +1,5 @@
 dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates,prediction_length
-binance_btcusdt_1h_close/1h/short,TimesFM-2.5,1231681.910867691,1651150.8314539592,1165.109375,1.3136334060903914,0.018940564938312213,0.019158807629046086,22.052325686308176,1109.8116555829151,0.018103376495185522,0.019005399310405294,0.014675317018139903,Finance,1,24
+binance_btcusdt_1h_close/1h/short,TimesFM-2.5,1246423.8447666168,1668479.5940373738,1171.3014322916667,1.3206148049918969,0.01903908591714264,0.019259612012542872,22.331581642368402,1116.4335379979486,0.01820955240303352,0.01910447338344158,0.01477482882315884,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,TimesFM-2.5,587981.2842750549,798190.9533653259,731.4443359375,1.0839120449464725,0.012211151877744015,0.01232053543272651,17.36189429037594,766.7993768092505,0.01289708891138466,0.012302439098957865,0.009368686649684545,Finance,1,24
 data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,TimesFM-2.5,0.0,0.0,0.0,nan,nan,nan,nan,0.0,nan,nan,nan,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,TimesFM-2.5,0.0,0.0,0.0,nan,nan,nan,nan,0.0,nan,nan,nan,Transportation,1,12

results/timesfm_2_5/forecasts/binance_btcusdt_1h_close__1h__short.json

@@ -1,7 +1,7 @@
 {
   "dataset": "binance_btcusdt_1h_close/1h/short",
   "model": "TimesFM-2.5",
-  "evaluated_at": "2026-07-03T03:14:33.437430+00:00",
+  "evaluated_at": "2026-07-03T03:23:09.123461+00:00",
   "freq": "1h",
   "context_length": 96,
   "prediction_length": 24,
@@ -127,7 +127,7 @@
     61308.75,
     61588.0,
     61440.01171875,
-    61344.03125
+    61492.640625
   ],
   "p50": [
     60667.93359375,

results/timesfm_2_5/online_meta.json

@@ -1,25 +1,13 @@
 {
     "model": "TimesFM-2.5",
     "api_model_id": "google/timesfm-2.5-200m-pytorch",
-    "evaluated_at": "2026-07-03T03:14:48.822643+00:00",
+    "evaluated_at": "2026-07-03T03:23:11.636335+00:00",
     "datasets": [
         {
             "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260702t030000z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
+            "data_fetched_at": "2026-07-03T03:22:25.323476Z",
             "context_length": 96,
             "prediction_length": 24
-        },
-        {
-            "dataset": "task_data_gov_sg_singapore_taxi_availability_singapore_taxi_fleet_available_taxi_count_20260702t173500z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-            "context_length": 120,
-            "prediction_length": 12
-        },
-        {
-            "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260702t210600z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-            "context_length": 240,
-            "prediction_length": 60
         }
     ],
     "failed_datasets": []

results/tirex/all_results.csv

@@ -1,5 +1,5 @@
 dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates,prediction_length
-binance_btcusdt_1h_close/1h/short,TiRex,942504.2508138021,942504.2508138021,910.0537109375,1.026064146144244,0.014810269422123656,0.014923819810586748,3.4344542667050733,970.826581225402,0.01583623583609426,0.014844901724598467,0.012777613358633729,Finance,1,24
+binance_btcusdt_1h_close/1h/short,TiRex,955184.7133890787,955184.7133890787,916.2457682291666,1.0330455450457494,0.014909406525766897,0.015024630455961072,3.4344542667050733,977.335517306661,0.0159407987238146,0.01494439638614419,0.0128324301836972,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,TiRex,1077557.2074457805,1077557.2074457805,832.3111979166666,1.2333845355564952,0.013885876614701522,0.014036580509867108,10.6337029240902,1038.0545300926058,0.0174594319901232,0.013998957023334434,0.011665160587687773,Finance,1,24
 data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,TiRex,5.906315718058047e-17,5.906315718058047e-17,4.2397065989136564e-09,nan,nan,2.0,nan,7.685255830522526e-09,inf,inf,inf,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,TiRex,2.0440368407041843e-18,2.0440368407041843e-18,1.2956792120692266e-09,nan,nan,2.0,nan,1.4296981641955705e-09,inf,inf,inf,Transportation,1,12

results/tirex/forecasts/binance_btcusdt_1h_close__1h__short.json

@@ -1,7 +1,7 @@
 {
   "dataset": "binance_btcusdt_1h_close/1h/short",
   "model": "TiRex",
-  "evaluated_at": "2026-07-03T03:15:34.577196+00:00",
+  "evaluated_at": "2026-07-03T03:23:52.671936+00:00",
   "freq": "1h",
   "context_length": 96,
   "prediction_length": 24,
@@ -127,7 +127,7 @@
     61308.75,
     61588.0,
     61440.01171875,
-    61344.03125
+    61492.640625
   ],
   "p50": [
     60938.953125,

results/tirex/online_meta.json

@@ -1,25 +1,13 @@
 {
     "model": "TiRex",
     "api_model_id": "NX-AI/TiRex-1.1-gifteval",
-    "evaluated_at": "2026-07-03T03:15:50.490055+00:00",
+    "evaluated_at": "2026-07-03T03:23:54.620335+00:00",
     "datasets": [
         {
             "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260702t030000z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
+            "data_fetched_at": "2026-07-03T03:22:25.323476Z",
             "context_length": 96,
             "prediction_length": 24
-        },
-        {
-            "dataset": "task_data_gov_sg_singapore_taxi_availability_singapore_taxi_fleet_available_taxi_count_20260702t173500z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-            "context_length": 120,
-            "prediction_length": 12
-        },
-        {
-            "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260702t210600z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-            "context_length": 240,
-            "prediction_length": 60
         }
     ],
     "failed_datasets": []

results/toto_2_0_1b/all_results.csv

@@ -1,5 +1,5 @@
 dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates,prediction_length
-binance_btcusdt_1h_close/1h/short,Toto-2.0-1B,548879.9414952596,548879.9414952596,705.427734375,0.7953531722784902,0.011493490401371978,0.011547143006233935,3.0114645125373953,740.8643205710879,0.012085064758221211,0.01150701905255152,0.01024724568316086,Finance,1,24
+binance_btcusdt_1h_close/1h/short,Toto-2.0-1B,558368.4952875773,558368.4952875773,711.6197916666666,0.802334571179996,0.011593050587475034,0.011647956803138867,3.0114645125373953,747.2405872860342,0.012187842955935621,0.011606851143712035,0.010302318305408925,Finance,1,24
 coingecko_bitcoin_7d_price_usd/1h/short,Toto-2.0-1B,839244.0979696909,839244.0979696909,743.0740559895834,1.1011458835647618,0.012402295116024184,0.012517357553043585,9.036073287409447,916.1026678105958,0.015408277466100578,0.012498043761745094,0.010429598571369002,Finance,1,24
 data_gov_sg_singapore_rainfall_5min_rainfall_5min_total/5min/short,Toto-2.0-1B,7.92033974581673e-22,7.92033974581673e-22,2.228279148683914e-11,nan,nan,2.0,nan,2.8143098169563228e-11,inf,inf,inf,Climate,1,36
 data_gov_sg_singapore_taxi_availability_available_taxi_count/5min/short,Toto-2.0-1B,9.285839740510159e-20,9.285839740510159e-20,2.8203846723362513e-10,nan,nan,2.0,nan,3.047267585971104e-10,inf,inf,inf,Transportation,1,12

results/toto_2_0_1b/forecasts/binance_btcusdt_1h_close__1h__short.json

@@ -1,7 +1,7 @@
 {
   "dataset": "binance_btcusdt_1h_close/1h/short",
   "model": "Toto-2.0-1B",
-  "evaluated_at": "2026-07-03T03:15:15.338536+00:00",
+  "evaluated_at": "2026-07-03T03:23:33.200527+00:00",
   "freq": "1h",
   "context_length": 96,
   "prediction_length": 24,
@@ -127,7 +127,7 @@
     61308.75,
     61588.0,
     61440.01171875,
-    61344.03125
+    61492.640625
   ],
   "p50": [
     60999.33203125,

results/toto_2_0_1b/online_meta.json

@@ -1,25 +1,13 @@
 {
     "model": "Toto-2.0-1B",
     "api_model_id": "Datadog/Toto-2.0-1B",
-    "evaluated_at": "2026-07-03T03:15:29.451697+00:00",
+    "evaluated_at": "2026-07-03T03:23:45.885625+00:00",
     "datasets": [
         {
             "dataset": "task_binance_btcusdt_1h_crypto_btcusdt_close_20260702t030000z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
+            "data_fetched_at": "2026-07-03T03:22:25.323476Z",
             "context_length": 96,
             "prediction_length": 24
-        },
-        {
-            "dataset": "task_data_gov_sg_singapore_taxi_availability_singapore_taxi_fleet_available_taxi_count_20260702t173500z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-            "context_length": 120,
-            "prediction_length": 12
-        },
-        {
-            "dataset": "task_noaa_coops_sf_water_level_coops_station_9414290_water_level_20260702t210600z",
-            "data_fetched_at": "2026-07-03T03:13:35.343929Z",
-            "context_length": 240,
-            "prediction_length": 60
         }
     ],
     "failed_datasets": []