Dota 2 Champions League 2021 Season 3 · BO3
result vs predictionseries probability
66%34%
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.
Nemiga Gaming
Marsoften banned
TheChosenOne · 23 games
Shadow Demonoften banned
Heaven · 22 games
Pangoliersignature
Ainkrad · 17 games
Abaddonoften banned
Lodine · 16 games
Hoodwink
Heaven · 16 games
Lion
Lodine · 14 games
Linasignature
Ainkrad · 13 games
Tinysignature
Ainkrad · 13 games
B8 Esports
Faceless Voidsignature
Yuma · 10 games
Nyx Assassinoften banned
[T]SA · 10 games
Shadow Demonsignature
[T]SA · 10 games
Magnusoften banned
Limitless · 9 games
Timbersawoften banned
Davai · 9 games
Phantom Lancersignature
Watson · 8 games
Centaur Warrunnersignature
Limitless · 7 games
Linaoften banned
[T]SA · 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
383 picks · 167 bans
Hoodwink
353 picks · 127 bans
Dragon Knight
259 picks · 346 bans
Nyx Assassin
257 picks · 519 bans
Lina
250 picks · 410 bans
Winter Wyvern
247 picks · 242 bans
Luna
246 picks · 332 bans
Puck
235 picks · 541 bans
Prediction components
Form (series winrate)59% vs 50%
Hero pool strength52% B8 Esports
Head-to-head1 – 0
Model total66% Nemiga Gaming
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 missed6:34
Nemiga Gaming 59%B8 Esports 41%
The model gave 59% on Nemiga Gaming — the game was taken by B8 Esports in 37:10.
Expected value against opponent's pick · 12 mo
Phantom AssassinKiritych
ClinkzWatson
PangolierAinkrad
Storm SpiritDendi
Monkey KingTheChosenOne
Night StalkerLimitless
PhoenixHeaven
Shadow Demon[T]SA
Nyx AssassinLodine
Game 2prediction correct25:18
Nemiga Gaming 58%B8 Esports 42%
The model gave 58% on Nemiga Gaming — the game was taken by Nemiga Gaming in 36:10.
Expected value against opponent's pick · 12 mo
MedusaKiritych
Arc WardenWatson
BatriderAinkrad
TidehunterLimitless
PangolierTheChosenOne
Void SpiritDendi
Shadow DemonHeaven
Keeper of the Light[T]SA
Nyx AssassinLodine
Game 3prediction correct49:32
Nemiga Gaming 58%B8 Esports 42%
The model gave 58% on Nemiga Gaming — the game was taken by Nemiga Gaming in 46:40.
Expected value against opponent's pick · 12 mo
PangolierAinkrad
ClinkzWatson
SlarkKiritych
MarsLimitless
LinaHeaven
ViperDendi
Vengeful SpiritTheChosenOne
Shadow Demon[T]SA
JakiroLodine
Model check result
Model favoriteNemiga Gaming · 66%
Series resultNemiga Gaming 2:1
Series predictioncorrect
Accuracy by game2 of 3