Winline Dota 2 Champions League Season 10 · BO3
result vs predictionseries probability
56%44%
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.
Hydra
Banesignature
Zayac · 31 game
Beastmastersignature
Blizzy · 30 games
Ember Spiritoften banned
Askold · 28 games
Invokersignature
Askold · 25 games
Kunkkaoften banned
Blizzy · 25 games
Weaveroften banned
Muka · 24 games
Monkey Kingsignature
Muka · 20 games
Chensignature
Zayac · 19 games
Brame
Nature's Prophetsignature
SkyLark · 18 games
Spirit Breakersignature
CTOMAHEH1 · 17 games
Wraith Kingoften banned
Nefrit · 17 games
Weaveroften banned
CTOMAHEH1 · 15 games
Beastmasteroften banned
SkyLark · 14 games
Invokeroften banned
W1sh- · 14 games
Marsoften banned
SkyLark · 14 games
Kunkkaoften banned
W1sh- · 13 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
433 picks · 272 bans
Mars
422 picks · 561 bans
Tiny
378 picks · 439 bans
Death Prophet
344 picks · 715 bans
Ember Spirit
314 picks · 461 bans
Sand King
313 picks · 430 bans
Pangolier
274 picks · 416 bans
Storm Spirit
271 picks · 412 bans
Prediction components
Form (series winrate)57% vs 42%
Hero pool strength57% Hydra
Head-to-head2 – 0
Model total56% 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 correct40:27
Hydra 53%Brame 47%
The model gave 53% on Hydra — the game was taken by Hydra in 50:03.
Expected value against opponent's pick · 12 mo
MedusaKami
Drow RangerFocus
Queen of PainAskold
Sand KingdEsire
TidehunterBlizzy
VisageSkyLark
Shadow ShamanZayac
RubickThuG
HoodwinkMuka
UndyingSsaSpartan
Game 2prediction correct35:18
Hydra 56%Brame 44%
The model gave 56% on Hydra — the game was taken by Hydra in 35:53.
Expected value against opponent's pick · 12 mo
Nature's ProphetKami
Phantom AssassinFocus
Storm SpiritAskold
Dragon KnightThuG
KunkkaBlizzy
BatriderSkyLark
Shadow ShamanZayac
ChenSsaSpartan
MiranaMuka
HoodwinkdEsire
Model check result
Model favoriteHydra · 56%
Series resultHydra 2:0
Series predictioncorrect
Accuracy by game2 of 2