Dota 2 Champions League 2021 Season 4 · BO3
result vs predictionseries probability
29%71%
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.
Nemiga Gaming
Marsoften banned
TheChosenOne · 27 games
Shadow Demonoften banned
Heaven · 27 games
Pangolieroften banned
Ainkrad · 21 game
Abaddonoften banned
Lodine · 19 games
Dark Willow
Heaven · 19 games
Tinyoften banned
Ainkrad · 19 games
Hoodwink
Heaven · 18 games
Linasignature
Heaven · 15 games
Winstrike Team
Linaoften banned
re1bl · 14 games
Abaddonoften banned
Panto · 13 games
Lion
yamich · 13 games
Marssignature
chshrct · 13 games
Phoenix
yamich · 12 games
Axeoften banned
chshrct · 11 games
Sand Kingsignature
mellojul · 11 games
Clockwerkoften banned
Panto · 10 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
344 picks · 177 bans
Hoodwink
286 picks · 103 bans
Mars
272 picks · 415 bans
Lina
267 picks · 535 bans
Pangolier
264 picks · 366 bans
Luna
238 picks · 337 bans
Shadow Demon
235 picks · 245 bans
Nyx Assassin
216 picks · 462 bans
Prediction components
Form (series winrate)45% vs 52%
Hero pool strength52% Nemiga Gaming
Head-to-head1 – 0
Model total71% 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 missed28:26
Nemiga Gaming 39%Winstrike Team 61%
The model gave 61% on Winstrike Team — the game was taken by Nemiga Gaming in 40:44.
Expected value against opponent's pick · 12 mo
TinkerAinkrad
Lunadyrachyo
LifestealerKiritych
Tinymellojul
DawnbreakerTheChosenOne
Earthshakerchshrct
WeaverHeaven
Windrangeryamich
DisruptorLodine
HoodwinkPanto
Game 2prediction missed28:5
Nemiga Gaming 39%Winstrike Team 61%
The model gave 61% on Winstrike Team — the game was taken by Nemiga Gaming in 24:08.
Expected value against opponent's pick · 12 mo
LifestealerKiritych
Puckmellojul
BatriderAinkrad
Faceless Voiddyrachyo
MarsTheChosenOne
Tidehunterchshrct
Shadow DemonHeaven
Monkey Kingyamich
LionLodine
HoodwinkPanto
Model check result
Model favoriteWinstrike Team · 71%
Series resultNemiga Gaming 2:0
Series predictionmissed
Accuracy by game0 of 2