ESL One Birmingham 2026 · BO2
result vs predictionseries probability
70%30%
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 · 43 games
Marsoften banned
BOOM · 42 games
Pugnasignature
Seleri · 42 games
Dragon Knightsignature
Crystallis · 40 games
GamerLegion
Chenoften banned
Speeed · 19 games
Jakirooften banned
Speeed · 19 games
Warlock
Speeed · 17 games
Centaur Warrunneroften banned
Fayde · 16 games
Shadow Demonoften banned
Bignum · 16 games
Clockwerk
Bignum · 13 games
Viperoften banned
YamSun · 13 games
Storm Spiritsignature
RCY · 12 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
641 picks · 815 bans
Tiny
561 picks · 581 bans
Tusk
461 picks · 401 bans
Warlock
453 picks · 301 bans
Shadow Demon
408 picks · 1051 bans
Ember Spirit
386 picks · 682 bans
Mars
381 picks · 608 bans
Shadow Fiend
368 picks · 971 bans
Prediction components
Form (series winrate)37% vs 46%
Hero pool strength54% MOUZ
Head-to-head1 – 2
Model total70% 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 correct34:16
MOUZ 61%GamerLegion 39%
The model gave 61% on MOUZ — the game was taken by MOUZ in 1:02:38.
Expected value against opponent's pick · 12 mo
PuckMidOne
Templar AssassinShad
MarciCrystallis
LargoFayde
TidehunterBOOM
BeastmasterRCY
EnchantressSeleri
DazzleSpeeed
Shadow Shamanyamich
ClockwerkBignum
Game 2prediction correct32:21
MOUZ 62%GamerLegion 38%
The model gave 62% on MOUZ — the game was taken by MOUZ in 46:24.
Expected value against opponent's pick · 12 mo
Dragon KnightCrystallis
BeastmasterShad
BatriderBOOM
PuckRCY
Nyx AssassinMidOne
DoomFayde
PugnaSeleri
TinyBignum
Faceless Voidyamich
Shadow DemonSpeeed
Model check result
Model favoriteMOUZ · 70%
Series resultMOUZ 2:0
Series predictioncorrect
Accuracy by game2 of 2