ESL One Birmingham 2026 · BO2
result vs predictionseries probability
55%45%
probability at match start · final 1:1
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.
GamerLegion
Chenoften banned
Speeed · 19 games
Jakirooften banned
Speeed · 19 games
Shadow Demonoften banned
Bignum · 17 games
Warlock
Speeed · 17 games
Centaur Warrunneroften banned
Fayde · 16 games
Clockwerk
Bignum · 14 games
Beastmasteroften banned
RCY · 13 games
Viperoften banned
YamSun · 13 games
Yakult Brothers
Storm Spiritoften banned
Emo · 29 games
Jakirooften banned
天命 · 26 games
Disruptorsignature
Poloson · 25 games
Puckoften banned
Emo · 24 games
Batrideroften banned
BoBoKa · 22 games
Leshrac
Moon · 21 game
Dragon Knightoften banned
flyfly · 18 games
Marsoften banned
zeal · 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
649 picks · 821 bans
Tiny
566 picks · 587 bans
Tusk
466 picks · 403 bans
Warlock
460 picks · 306 bans
Shadow Demon
412 picks · 1061 bans
Ember Spirit
386 picks · 692 bans
Mars
381 picks · 618 bans
Shadow Fiend
375 picks · 980 bans
Prediction components
Form (series winrate)44% vs 36%
Hero pool strength53% GamerLegion
Head-to-head1 – 1
Model total55% GamerLegion
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 missed12:26
GamerLegion 53%Yakult Brothers 47%
The model gave 53% on GamerLegion — the game was taken by Yakult Brothers in 42:56.
Expected value against opponent's pick · 12 mo
KezRCY
MuertaGhost
OmniknightShad
PuckMoon
BatriderFayde
TidehunterYang
ChenSpeeed
Jakiro天命
Shadow ShamanBignum
LionBoBoKa
Game 2prediction correct32:19
GamerLegion 51%Yakult Brothers 49%
The model gave 51% on GamerLegion — the game was taken by GamerLegion in 36:54.
Expected value against opponent's pick · 12 mo
TinkerRCY
Templar AssassinGhost
WindrangerShad
DoomYang
Centaur WarrunnerFayde
ViperMoon
WarlockSpeeed
Jakiro天命
TuskBignum
LionBoBoKa
Model check result
Model favoriteGamerLegion · 55%
Accuracy by game1 of 2