ESL One Birmingham 2026 · BO2
result vs predictionseries probability
82%18%
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.
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
Marsoften banned
BOOM · 42 games
Dragon Knightsignature
Crystallis · 41 game
REKONIX
Disruptorsignature
Varizh · 22 games
Beastmasteroften banned
Fbz · 12 games
Tinyoften banned
inYourdreaM · 12 games
Tusksignature
dalul · 11 games
Ember Spiritsignature
inYourdreaM · 10 games
Gyrocoptersignature
TraVins · 10 games
Marsoften banned
Fbz · 9 games
Queen of Painsignature
inYourdreaM · 9 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
645 picks · 819 bans
Tiny
564 picks · 585 bans
Tusk
465 picks · 402 bans
Warlock
459 picks · 303 bans
Shadow Demon
411 picks · 1056 bans
Ember Spirit
386 picks · 690 bans
Mars
380 picks · 615 bans
Shadow Fiend
372 picks · 977 bans
Prediction components
Form (series winrate)38% vs 43%
Hero pool strength51% MOUZ
Head-to-head0 – 1
Model total82% 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 correct27:11
MOUZ 70%REKONIX 30%
The model gave 70% on MOUZ — the game was taken by MOUZ in 34:13.
Expected value against opponent's pick · 12 mo
Shadow FiendMidOne
BeastmasterTraVins
BatriderBOOM
DoomFbz
Dragon KnightCrystallis
Primal BeastinYourdreaM
EnchantressSeleri
Shadow Demondalul
Faceless Voidyamich
DisruptorVarizh
Game 2prediction correct29:10
MOUZ 70%REKONIX 30%
The model gave 70% on MOUZ — the game was taken by MOUZ in 28:55.
Expected value against opponent's pick · 12 mo
PuckMidOne
BeastmasterinYourdreaM
BatriderBOOM
Centaur WarrunnerFbz
MarciCrystallis
WindrangerTraVins
EnchantressSeleri
Tinydalul
Faceless Voidyamich
PhoenixVarizh
Model check result
Model favoriteMOUZ · 82%
Series resultMOUZ 2:0
Series predictioncorrect
Accuracy by game2 of 2