Winline Dota 2 Champions League Season 9 · BO3
result vs predictionseries probability
61%39%
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.
Team Empire
Bane
Kaori · 25 games
Marsoften banned
Ghostik · 25 games
Kunkkaoften banned
lightless · 15 games
Grimstroke
[T]SA · 14 games
Disruptor
Kaori · 13 games
Weaveroften banned
Kaori · 13 games
Queen of Painoften banned
Dodren · 12 games
Terrorbladeoften banned
lightless · 12 games
Nemiga Gaming
Kunkkaoften banned
Kiritych · 31 game
Marsoften banned
TheChosenOne · 26 games
Banesignature
VANSKOR · 20 games
Death Prophetoften banned
Ainkrad · 20 games
Shadow Demonoften banned
Heaven · 20 games
Dark Willow
Heaven · 19 games
Rubick
Heaven · 19 games
Nyx Assassinsignature
VANSKOR · 18 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.
Bane
441 picks · 261 bans
Mars
399 picks · 547 bans
Death Prophet
316 picks · 617 bans
Tiny
312 picks · 365 bans
Weaver
305 picks · 388 bans
Ember Spirit
280 picks · 402 bans
Queen of Pain
276 picks · 449 bans
Templar Assassin
265 picks · 549 bans
Prediction components
Form (series winrate)60% vs 46%
Hero pool strength59% Nemiga Gaming
Head-to-head6 – 1
Model total61% Team Empire
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 correct29:19
Team Empire 56%Nemiga Gaming 44%
The model gave 56% on Team Empire — the game was taken by Team Empire in 36:05.
Expected value against opponent's pick · 12 mo
MorphlingCooman
UrsaKiritych
Ember SpiritDodren
Chaos KnightTheChosenOne
TimbersawDkFogas
Keeper of the LightHeaven
Grimstroke633
LichVANSKOR
Clockwerk[T]SA
Game 2prediction correct40:19
Team Empire 56%Nemiga Gaming 44%
The model gave 56% on Team Empire — the game was taken by Team Empire in 47:53.
Expected value against opponent's pick · 12 mo
Naga SirenCooman
TerrorbladeKiritych
PangolierDodren
MarsTheChosenOne
Night StalkerDkFogas
Shadow DemonHeaven
Death Prophet633
BaneVANSKOR
Clockwerk[T]SA
Model check result
Model favoriteTeam Empire · 61%
Series resultTeam Empire 2:0
Series predictioncorrect
Accuracy by game2 of 2