Dota 2 Champions League 2021 Season 4 · BO3
result vs predictionseries probability
47%53%
probability at match start · final 2:1
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.
B8 Esports
Shadow Demonsignature
[T]SA · 24 games
Linasignature
[T]SA · 21 game
Void Spiritoften banned
Dendi · 20 games
Monkey Kingoften banned
Watson · 17 games
Magnusoften banned
Limitless · 13 games
Faceless Voidsignature
Yuma · 12 games
Nyx Assassinoften banned
[T]SA · 12 games
Gyrocopteroften banned
Watson · 10 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
Puckoften banned
mellojul · 11 games
Sand Kingsignature
mellojul · 11 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
331 picks · 177 bans
Hoodwink
283 picks · 100 bans
Mars
271 picks · 413 bans
Lina
269 picks · 534 bans
Pangolier
264 picks · 366 bans
Luna
238 picks · 336 bans
Shadow Demon
237 picks · 247 bans
Abaddon
215 picks · 239 bans
Prediction components
Form (series winrate)52% vs 50%
Hero pool strength55% B8 Esports
Head-to-head1 – 2
Model total53% 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 missed28:21
B8 Esports 48%Winstrike Team 52%
The model gave 52% on Winstrike Team — the game was taken by B8 Esports in 38:19.
Expected value against opponent's pick · 12 mo
VenomancerLimitless
Svendyrachyo
Templar AssassinDendi
Invokermellojul
TinyWatson
Weaveryamich
Lina[T]SA
Marschshrct
56% · 40 games
BanePanto
Game 2prediction correct28:37
B8 Esports 47%Winstrike Team 53%
The model gave 53% on Winstrike Team — the game was taken by Winstrike Team in 44:56.
Expected value against opponent's pick · 12 mo
SniperWatson
Medusadyrachyo
TinyDendi
Underlordchshrct
AxeLimitless
Ember Spiritmellojul
Lina[T]SA
Weaveryamich
48% · 11 games
Ogre MagiPanto
Game 3prediction missed31:17
B8 Esports 49%Winstrike Team 51%
The model gave 51% on Winstrike Team — the game was taken by B8 Esports in 35:43.
Expected value against opponent's pick · 12 mo
LinaDendi
Batridermellojul
Phantom LancerWatson
Tinydyrachyo
DazzleLimitless
Venomancerchshrct
Earthshaker[T]SA
DisruptorPanto
54% · 60 games
Monkey Kingyamich
Model check result
Model favoriteWinstrike Team · 53%
Series resultB8 Esports 2:1
Series predictionmissed
Accuracy by game1 of 3