Winline Dota 2 Champions League Season 7 · BO3
result vs predictionseries probability
20%80%
probability at match start · final 0:2
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.
B8 Esports
Void Spirit
Dendi · 26 games
Shadow Demonsignature
[T]SA · 25 games
Linasignature
[T]SA · 24 games
Monkey Kingoften banned
Watson · 22 games
Queen of Painoften banned
Dendi · 18 games
Lunaoften banned
Watson · 17 games
Bane
Sammyboy · 16 games
Weaveroften banned
Lagoona · 15 games
Nemiga Gaming
Shadow Demon
Heaven · 30 games
Marsoften banned
TheChosenOne · 28 games
Kunkkaoften banned
Kiritych · 21 game
Monkey Kingoften banned
Heaven · 21 game
Hoodwink
Heaven · 20 games
Nyx Assassinsignature
Lodine · 20 games
Abaddon
Lodine · 19 games
Dark Willow
Heaven · 19 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
504 picks · 358 bans
Mars
450 picks · 657 bans
Weaver
390 picks · 840 bans
Queen of Pain
388 picks · 486 bans
Snapfire
373 picks · 193 bans
Kunkka
300 picks · 511 bans
Spirit Breaker
291 picks · 459 bans
Ember Spirit
263 picks · 355 bans
Prediction components
Form (series winrate)10% vs 50%
Hero pool strength52% Nemiga Gaming
Head-to-head1 – 4
Model total80% 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
B8 Esports 33%Nemiga Gaming 67%
The model gave 67% on Nemiga Gaming — the game was taken by Nemiga Gaming in 35:52.
Expected value against opponent's pick · 12 mo
Queen of PainDendi
Anti-MageKiritych
Medusav1olent-
PuckAinkrad
Spirit BreakerpJonn
MarsTheChosenOne
MiranaLagoona
Dark WillowHeaven
53% · 209 games
BaneVANSKOR
Game 2prediction correct21:40
B8 Esports 35%Nemiga Gaming 65%
The model gave 65% on Nemiga Gaming — the game was taken by Nemiga Gaming in 39:20.
Expected value against opponent's pick · 12 mo
Terrorbladev1olent-
BloodseekerKiritych
EnigmapJonn
Death ProphetAinkrad
Void SpiritDendi
MarsTheChosenOne
Spirit BreakerLagoona
Dark WillowHeaven
48% · 129 games
Shadow DemonVANSKOR
Model check result
Model favoriteNemiga Gaming · 80%
Series resultNemiga Gaming 0:2
Series predictioncorrect
Accuracy by game2 of 2