ESL One Birmingham 2026 · BO2
result vs predictionseries probability
34%66%
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
Dragon Knightsignature
Crystallis · 42 games
Marsoften banned
BOOM · 42 games
BETBOOM TEAM
Jakirooften banned
Kataomi · 44 games
Hoodwinksignature
Save- · 35 games
Tusksignature
Kataomi · 33 games
Muerta
Save- · 28 games
Centaur Warrunneroften banned
MieRo · 25 games
Gyrocoptersignature
Kiritych · 23 games
Shadow Demonoften banned
Save- · 23 games
Beastmastersignature
gpK~ · 21 game
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
665 picks · 826 bans
Tiny
578 picks · 593 bans
Tusk
472 picks · 415 bans
Warlock
471 picks · 320 bans
Shadow Demon
414 picks · 1082 bans
Ember Spirit
394 picks · 695 bans
Shadow Fiend
386 picks · 998 bans
Mars
383 picks · 625 bans
Prediction components
Form (series winrate)39% vs 51%
Hero pool strength52% MOUZ
Head-to-head2 – 1
Model total66% BETBOOM TEAM
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 missed32:16
MOUZ 40%BETBOOM TEAM 60%
The model gave 60% on BETBOOM TEAM — the game was taken by MOUZ in 33:14.
Expected value against opponent's pick · 12 mo
Dragon KnightCrystallis
UrsaKiritych
InvokerMidOne
DoomMieRo
BrewmasterBOOM
Ember SpiritgpK~
JakiroSeleri
Dark WillowSave-
Shadow Shamanyamich
WarlockKataomi
Game 2prediction missed37:27
MOUZ 42%BETBOOM TEAM 58%
The model gave 58% on BETBOOM TEAM — the game was taken by MOUZ in 45:47.
Expected value against opponent's pick · 12 mo
Ember SpiritMidOne
SvenKiritych
MarciCrystallis
BeastmastergpK~
BrewmasterBOOM
TidehunterMieRo
Shadow Shamanyamich
WarlockKataomi
JakiroSeleri
RingmasterSave-
Model check result
Model favoriteBETBOOM TEAM · 66%
Series resultMOUZ 2:0
Series predictionmissed
Accuracy by game0 of 2