Winline Dota 2 Champions League Season 8 · BO1
result vs predictionseries probability
31%69%
probability at match start · final 0:1
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.
YNT
Grimstroke
jesv · 5 games
Wraith Kingoften banned
DarkLord^ · 5 games
Marsoften banned
Dominic · 4 games
Pugnaoften banned
Malr1ne · 4 games
Skywrath Mage
jesv · 4 games
Bane
dSa · 3 games
Death Prophetoften banned
Dominic · 3 games
Lycanoften banned
Dominic · 3 games
Nemiga Gaming
Kunkkaoften banned
Kiritych · 29 games
Marsoften banned
TheChosenOne · 24 games
Dark Willow
Heaven · 20 games
Rubick
Heaven · 20 games
Shadow Demonoften banned
Heaven · 20 games
Death Prophetoften banned
Ainkrad · 19 games
Banesignature
VANSKOR · 17 games
Disruptor
VANSKOR · 17 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
439 picks · 264 bans
Queen of Pain
375 picks · 495 bans
Mars
360 picks · 506 bans
Weaver
348 picks · 482 bans
Kunkka
281 picks · 491 bans
Death Prophet
270 picks · 415 bans
Grimstroke
260 picks · 178 bans
Ember Spirit
251 picks · 298 bans
Prediction components
Form (series winrate)42% vs 53%
Hero pool strength53% Nemiga Gaming
Head-to-head1 – 1
Model total69% 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 correct14:30
YNT 38%Nemiga Gaming 62%
The model gave 62% on Nemiga Gaming — the game was taken by Nemiga Gaming in 33:17.
Expected value against opponent's pick · 12 mo
KunkkaDarkLord^
Queen of PainAinkrad
Death ProphetDominic
LifestealerKiritych
BatriderMalr1ne
Sand KingTheChosenOne
Shadow Shamanjesv
Shadow DemonHeaven
OracledSa
Crystal MaidenVANSKOR
Model check result
Model favoriteNemiga Gaming · 69%
Series resultNemiga Gaming 0:1
Series predictioncorrect
Accuracy by game1 of 1