Dota 2 Champions League 2021 Season 4 · BO3
result vs predictionseries probability
59%41%
probability at match start · final 2:0
The prediction was locked in using data as of the match start: hero winrates, form and head-to-head were computed only from games before it began. This is how the model's honest accuracy is verified.
Teams' go-to heroes · 6 months
Who plays what and how often they win. "Signature" — from 6 games with a 60%+ winrate: such a pick statistically raises the win chance.
Winstrike Team
Abaddonoften banned
Panto · 13 games
Linaoften banned
re1bl · 13 games
Marssignature
chshrct · 13 games
Lion
yamich · 12 games
Phoenix
yamich · 12 games
Axeoften banned
chshrct · 11 games
Clockwerkoften banned
Panto · 10 games
Nyx Assassinoften banned
yamich · 10 games
Brame
Linaoften banned
CTOMAHEH1 · 14 games
Shadow Demon
CTOMAHEH1 · 10 games
Centaur Warrunneroften banned
SkyLark · 9 games
Templar Assassinoften banned
W1sh- · 9 games
Axeoften banned
SkyLark · 8 games
Keeper of the Lightsignature
SsaSpartan · 8 games
Puckoften banned
W1sh- · 8 games
Elder Titan
SkyLark · 7 games
Patch meta · 3 months
The most picked heroes of the pro scene and their winrate. Picking a meta hero adds points to the team in the model.
Lion
366 picks · 177 bans
Hoodwink
338 picks · 121 bans
Lina
269 picks · 494 bans
Luna
251 picks · 342 bans
Nyx Assassin
250 picks · 523 bans
Mars
249 picks · 420 bans
Pangolier
244 picks · 319 bans
Terrorblade
234 picks · 489 bans
Prediction components
Form (series winrate)37% vs 33%
Hero pool strength56% Brame
Head-to-head0 – 0
Model total59% Winstrike Team
Prediction by game vs result
Probabilities were locked in using statistics as of the match start: the draft was assessed by hero comfort, counter-picks and late-game potential. We compare against the actual result.
Game 1prediction correct30:12
Winstrike Team 55%Brame 45%
The model gave 55% on Winstrike Team — the game was taken by Winstrike Team in 45:32.
Expected value against opponent's pick · 12 mo
Gyrocopterdyrachyo
BloodseekerNefrit
Beastmasterchshrct
ZeusW1sh-
Sand Kingmellojul
Night StalkerSkyLark
Weaveryamich
RubickCTOMAHEH1
Ogre MagiPanto
Vengeful SpiritSsaSpartan
Game 2prediction correct44:31
Winstrike Team 57%Brame 43%
The model gave 57% on Winstrike Team — the game was taken by Winstrike Team in 50:36.
Expected value against opponent's pick · 12 mo
Alchemistdyrachyo
Nature's ProphetSkyLark
Sand Kingmellojul
LunaNefrit
Tidehunterchshrct
WindrangerW1sh-
Weaveryamich
DawnbreakerSsaSpartan
BanePanto
Earth SpiritCTOMAHEH1
Model check result
Model favoriteWinstrike Team · 59%
Series resultWinstrike Team 2:0
Series predictioncorrect
Accuracy by game2 of 2