model_name,win_rate,skill_score,median_training_time_s,median_inference_time_s,training_corpus_overlap,num_failures
TiRex,80.5,30.012261671412087,0.0,1.4030189444999999,0.01,0.0
TimesFM-2.5,79.92307692307693,30.343506289096023,0.0,117.557863139,0.08,0.0
Toto-1.0,69.92307692307692,28.213885409107164,0.0,90.676829282,0.08,0.0
Moirai-2.0,65.15384615384616,27.25905867510979,0.0,2.5351729785000003,0.28,0.0
Chronos-Bolt,64.84615384615384,26.51514785224567,0.0,0.9960156920000001,0.0,0.0
TabPFN-TS,61.96153846153846,27.649834806479856,0.0,305.466367349,0.0,2.0
Sundial-Base,56.730769230769226,24.746214191232585,0.0,35.620029862500004,0.01,0.0
Stat. Ensemble,51.038461538461554,15.654207763455553,0.0,690.615290623,0.0,11.0
AutoARIMA,39.03846153846154,11.239602667684679,0.0,186.7699845295,0.0,10.0
AutoTheta,37.07692307692307,10.9884701559679,0.0,9.267665384499999,0.0,0.0
AutoETS,34.88461538461539,2.258981670108584,0.0,17.004582018,0.0,3.0
Seasonal Naive,22.34615384615384,0.0,0.0,2.3247850175,0.0,0.0
Naive,20.576923076923077,-16.673948793089565,0.0,2.2371214229999996,0.0,0.0
Drift,16.000000000000004,-18.13920384837251,0.0,2.1929671395000003,0.0,0.0