ESL One Birmingham 2026 · BO2
result vs predictionseries probability
93%7%
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 · 29 games
Tusksignature
rue · 29 games
Hoodwinksignature
rue · 25 games
Marsoften banned
Collapse · 23 games
Ringmastersignature
rue · 23 games
Slardarsignature
Collapse · 21 game
Centaur Warrunnersignature
Collapse · 18 games
Pucksignature
Larl · 18 games
paiN Gaming
Clockwerk
Scofield · 7 games
Jakirooften banned
Elmisho · 6 games
Razoroften banned
DarkMago · 6 games
Shadow Demonoften banned
Scofield · 6 games
Underlordoften banned
Frank · 5 games
Queen of Painoften banned
DarkMago · 4 games
Ringmaster
Elmisho · 4 games
Shadow Fiendoften banned
Wits · 4 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
650 picks · 819 bans
Tiny
565 picks · 588 bans
Tusk
466 picks · 404 bans
Warlock
459 picks · 307 bans
Shadow Demon
413 picks · 1062 bans
Ember Spirit
387 picks · 691 bans
Mars
380 picks · 616 bans
Shadow Fiend
377 picks · 981 bans
Prediction components
Form (series winrate)46% vs 44%
Hero pool strength58% Team Spirit
Head-to-head0 – 0
Model total93% 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 correct30:20
Team Spirit 79%paiN Gaming 21%
The model gave 79% on Team Spirit — the game was taken by Team Spirit in 57:20.
Expected value against opponent's pick · 12 mo
WindrangerYatoro
Queen of PainDarkMago
ViperLarl
Shadow FiendWits
MarsCollapse
TidehunterFrank
JakiroPanto
TinyScofield
Hoodwinkrue
RingmasterElmisho
Game 2prediction correct41:16
Team Spirit 79%paiN Gaming 21%
The model gave 79% on Team Spirit — the game was taken by Team Spirit in 29:55.
Expected value against opponent's pick · 12 mo
UrsaYatoro
LunaWits
BeastmasterLarl
TidehunterFrank
BatriderCollapse
ViperDarkMago
Shadow Shamanrue
TuskScofield
HoodwinkPanto
JakiroElmisho
Model check result
Model favoriteTeam Spirit · 93%
Series resultTeam Spirit 2:0
Series predictioncorrect
Accuracy by game2 of 2