ESL One Birmingham 2026 · BO2
result vs predictionseries probability
13%87%
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.
Yakult Brothers
Storm Spiritoften banned
Emo · 29 games
Jakirooften banned
天命 · 28 games
Disruptorsignature
Poloson · 25 games
Puckoften banned
Emo · 25 games
Batrideroften banned
BoBoKa · 22 games
Leshrac
Moon · 21 game
Dragon Knightoften banned
flyfly · 18 games
Marsoften banned
zeal · 17 games
MOUZ
Tusksignature
yamich · 75 games
Snapfire
Seleri · 53 games
Pudge
yamich · 48 games
Leshracsignature
MidOne · 45 games
Tidehuntersignature
BOOM · 44 games
Pugnasignature
Seleri · 43 games
Dragon Knightsignature
Crystallis · 42 games
Marsoften banned
BOOM · 42 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.
Jakiro
662 picks · 821 bans
Tiny
572 picks · 591 bans
Tusk
471 picks · 409 bans
Warlock
468 picks · 314 bans
Shadow Demon
414 picks · 1073 bans
Ember Spirit
389 picks · 694 bans
Mars
382 picks · 622 bans
Shadow Fiend
382 picks · 992 bans
Prediction components
Form (series winrate)35% vs 40%
Hero pool strength58% MOUZ
Head-to-head0 – 4
Model total87% MOUZ
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 missed24:14
Yakult Brothers 27%MOUZ 73%
The model gave 73% on MOUZ — the game was taken by Yakult Brothers in 37:50.
Expected value against opponent's pick · 12 mo
Shadow FiendGhost
BeastmasterCrystallis
Void SpiritMoon
PuckMidOne
Centaur WarrunnerYang
BrewmasterBOOM
TinyBoBoKa
EnchantressSeleri
Phoenix天命
Shadow Shamanyamich
Game 2prediction missed38:22
Yakult Brothers 27%MOUZ 73%
The model gave 73% on MOUZ — the game was taken by Yakult Brothers in 42:26.
Expected value against opponent's pick · 12 mo
MuertaGhost
MarciCrystallis
Monkey KingMoon
TimbersawBOOM
Centaur WarrunnerYang
Ember SpiritMidOne
TinyBoBoKa
WarlockSeleri
Treant Protector天命
Faceless Voidyamich
Model check result
Model favoriteMOUZ · 87%
Series resultYakult Brothers 2:0
Series predictionmissed
Accuracy by game0 of 2