ESL One Birmingham 2026 · BO2
result vs predictionseries probability
88%12%
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.
Team Spirit
Jakirooften banned
Panto · 32 games
Hoodwinksignature
rue · 31 game
Tusksignature
rue · 30 games
Marssignature
Collapse · 25 games
Ringmastersignature
rue · 25 games
Slardarsignature
Collapse · 22 games
Centaur Warrunnersignature
Collapse · 19 games
Pucksignature
Larl · 18 games
Nigma Galaxy
Jakirooften banned
GH · 25 games
Hoodwink
OmaR · 24 games
Shadow Shaman
OmaR · 21 game
Dazzlesignature
GH · 20 games
Void Spirit
SumaiL · 20 games
Muerta
SumaiL · 18 games
Marsoften banned
No!ob · 17 games
Puckoften banned
SumaiL · 17 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)49% vs 44%
Hero pool strength61% Team Spirit
Head-to-head1 – 0
Model total88% Team Spirit
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 correct16:10
Team Spirit 76%Nigma Galaxy 24%
The model gave 76% on Team Spirit — the game was taken by Team Spirit in 35:13.
Expected value against opponent's pick · 12 mo
Templar AssassinYatoro
Terrorbladerincyq
Centaur WarrunnerCollapse
DoomDavai
Ember SpiritLarl
Void SpiritNo!ob
Shadow DemonPanto
DazzleGH
Lionrue
TuskOmaR
Game 2prediction correct42:27
Team Spirit 73%Nigma Galaxy 27%
The model gave 73% on Team Spirit — the game was taken by Team Spirit in 48:53.
Expected value against opponent's pick · 12 mo
Templar AssassinYatoro
Lifestealerrincyq
PangolierLarl
Dark SeerDavai
SlardarCollapse
DoomNo!ob
PhoenixPanto
HoodwinkOmaR
Lionrue
DazzleGH
Model check result
Model favoriteTeam Spirit · 88%
Series resultTeam Spirit 2:0
Series predictioncorrect
Accuracy by game2 of 2