ESL One Birmingham 2026 · BO2
result vs predictionseries probability
95%5%
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.
Aurora Gaming
Jakirooften banned
Kaori · 54 games
Hoodwinksignature
Mira · 48 games
Marssignature
Ws · 47 games
Warlocksignature
Kaori · 43 games
Phoenixsignature
Kaori · 42 games
Pucksignature
Mikoto · 37 games
Shadow Demonsignature
Mira · 34 games
Ursasignature
Nightfall · 33 games
paiN Gaming
Clockwerksignature
Scofield · 8 games
Jakirooften banned
Elmisho · 8 games
Luna
Wits · 8 games
Shadow Demonoften banned
Elmisho · 8 games
Shadow Shaman
Scofield · 8 games
Nyx Assassin
Scofield · 7 games
Queen of Painoften banned
DarkMago · 7 games
Ringmaster
Elmisho · 7 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
686 picks · 849 bans
Tiny
593 picks · 611 bans
Tusk
492 picks · 427 bans
Warlock
490 picks · 335 bans
Shadow Demon
423 picks · 1113 bans
Shadow Fiend
404 picks · 1033 bans
Ember Spirit
402 picks · 701 bans
Mars
390 picks · 631 bans
Prediction components
Form (series winrate)76% vs 32%
Hero pool strength62% Aurora Gaming
Head-to-head1 – 0
Model total95% Aurora 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 correct24:17
Aurora Gaming 82%paiN Gaming 18%
The model gave 82% on Aurora Gaming — the game was taken by Aurora Gaming in 49:45.
Expected value against opponent's pick · 12 mo
DoomNightfall
BeastmasterWits
Queen of PainMikoto
RazorDarkMago
BrewmasterWs
Centaur WarrunnerFrank
WarlockKaori
Shadow DemonElmisho
HoodwinkMira
Nyx AssassinScofield
Game 2prediction correct36:6
Aurora Gaming 82%paiN Gaming 18%
The model gave 82% on Aurora Gaming — the game was taken by Aurora Gaming in 30:14.
Expected value against opponent's pick · 12 mo
AlchemistNightfall
Queen of PainDarkMago
Ember SpiritMikoto
BristlebackWits
DawnbreakerWs
BeastmasterFrank
TuskMira
WarlockElmisho
BatriderKaori
Spirit BreakerScofield
Model check result
Model favoriteAurora Gaming · 95%
Series resultAurora Gaming 2:0
Series predictioncorrect
Accuracy by game2 of 2