Winline Dota 2 Champions League Season 10 · BO3
result vs predictionseries probability
80%20%
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.
Hydra
Banesignature
Zayac · 31 game
Beastmastersignature
Blizzy · 30 games
Ember Spiritoften banned
Askold · 27 games
Kunkkaoften banned
Blizzy · 24 games
Weaveroften banned
Muka · 24 games
Invokersignature
Askold · 23 games
Monkey Kingsignature
Muka · 19 games
Chensignature
Zayac · 18 games
Nova
Dragon Knightoften banned
Bb3px · 8 games
Marsoften banned
Bb3px · 5 games
Snapfire
so bad · 5 games
Death Prophetoften banned
foryou · 4 games
Ember Spiritoften banned
foryou · 4 games
Phantom Lanceroften banned
paradise' · 4 games
Puckoften banned
foryou · 4 games
Storm Spiritoften banned
foryou · 4 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
430 picks · 272 bans
Mars
411 picks · 556 bans
Tiny
371 picks · 435 bans
Death Prophet
343 picks · 709 bans
Ember Spirit
310 picks · 456 bans
Sand King
310 picks · 415 bans
Pangolier
273 picks · 402 bans
Storm Spirit
261 picks · 405 bans
Prediction components
Form (series winrate)56% vs 33%
Hero pool strength63% Hydra
Head-to-head1 – 0
Model total80% Hydra
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 correct40:19
Hydra 67%Nova 33%
The model gave 67% on Hydra — the game was taken by Hydra in 40:16.
Expected value against opponent's pick · 12 mo
KunkkaKami
Wraith Kingparadise'
InvokerAskold
Storm Spiritforyou
Dragon KnightBlizzy
PangolierBb3px
HoodwinkMuka
Shadow ShamanZayac
Game 2prediction missed13:28
Hydra 68%Nova 32%
The model gave 68% on Hydra — the game was taken by Nova in 27:50.
Expected value against opponent's pick · 12 mo
Phantom AssassinKami
Phantom Lancerparadise'
InvokerAskold
Storm Spiritforyou
Sand KingBlizzy
MarsBb3px
Skywrath MageMuka
UndyingZayac
Game 3prediction correct44:22
Hydra 66%Nova 34%
The model gave 66% on Hydra — the game was taken by Hydra in 37:24.
Expected value against opponent's pick · 12 mo
TinyKami
Wraith Kingparadise'
Storm SpiritAskold
Ember Spiritforyou
Sand KingBlizzy
MarsBb3px
HoodwinkMuka
ChenZayac
Model check result
Model favoriteHydra · 80%
Series resultHydra 2:1
Series predictioncorrect
Accuracy by game2 of 3