Winline Dota 2 Champions League Season 8 · BO3
result vs predictionseries probability
59%41%
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.
Team Empire
Bane
Kaori · 25 games
Marsoften banned
Ghostik · 19 games
Weaveroften banned
Kaori · 17 games
Kunkkaoften banned
lightless · 16 games
Disruptor
Kaori · 15 games
Queen of Painoften banned
Lorenof · 14 games
Void Spirit
Shisui · 13 games
Linaoften banned
Shisui · 12 games
cybercats
Faceless Voidoften banned
Shigetsu · 3 games
Broodmotheroften banned
USHUSHUSH · 2 games
Jakiro
Fezor · 2 games
Riki
Shigetsu · 2 games
Batrideroften banned
USHUSHUSH · 1 game
Disruptor
Fezor · 1 game
Grimstroke
Fezor · 1 game
Kunkkaoften banned
USHUSHUSH · 1 game
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
544 picks · 373 bans
Queen of Pain
477 picks · 567 bans
Mars
446 picks · 604 bans
Weaver
427 picks · 785 bans
Snapfire
362 picks · 170 bans
Spirit Breaker
343 picks · 571 bans
Kunkka
341 picks · 544 bans
Wraith King
284 picks · 342 bans
Prediction components
Form (series winrate)30% vs 67%
Hero pool strength61% cybercats
Head-to-head0 – 0
Model total59% 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 missed29:32
Team Empire 54%cybercats 46%
The model gave 54% on Team Empire — the game was taken by cybercats in 41:49.
Expected value against opponent's pick · 12 mo
KunkkaCooman
Troll WarlordShigetsu
MarsDkFogas
PugnaUSHUSHUSH
BatriderDodren
RubickFezor
GrimstrokeAntares
Jakiro[T]SA
Game 2prediction correct28:15
Team Empire 54%cybercats 46%
The model gave 54% on Team Empire — the game was taken by Team Empire in 28:08.
Expected value against opponent's pick · 12 mo
Templar AssassinCooman
TinyShigetsu
Queen of PainDodren
Storm SpiritUSHUSHUSH
BeastmasterDkFogas
GrimstrokeFezor
Death ProphetAntares
Winter Wyvern[T]SA
Game 3prediction correct29:12
Team Empire 52%cybercats 48%
The model gave 52% on Team Empire — the game was taken by Team Empire in 23:38.
Expected value against opponent's pick · 12 mo
TinyCooman
LeshracUSHUSHUSH
Storm SpiritDodren
UrsaShigetsu
Legion CommanderDkFogas
JakiroFezor
SnapfireAntares
Ogre Magi[T]SA
Model check result
Model favoriteTeam Empire · 59%
Series resultTeam Empire 2:1
Series predictioncorrect
Accuracy by game2 of 3