ESL One Birmingham 2026 · BO2
result vs predictionseries probability
84%16%
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 · 51 game
Hoodwinksignature
Mira · 46 games
Marssignature
Ws · 45 games
Phoenixsignature
Kaori · 41 game
Warlocksignature
Kaori · 41 game
Pucksignature
Mikoto · 33 games
Shadow Demonsignature
Mira · 32 games
Ursaoften banned
Nightfall · 31 game
Nigma Galaxy
Jakirooften banned
GH · 25 games
Hoodwink
OmaR · 24 games
Dazzlesignature
GH · 19 games
Void Spirit
SumaiL · 18 games
Marsoften banned
No!ob · 17 games
Muerta
SumaiL · 17 games
Shadow Shaman
OmaR · 17 games
Dragon Knightoften banned
rincyq · 16 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
666 picks · 828 bans
Tiny
578 picks · 596 bans
Warlock
475 picks · 322 bans
Tusk
474 picks · 416 bans
Shadow Demon
413 picks · 1086 bans
Ember Spirit
395 picks · 693 bans
Shadow Fiend
390 picks · 1001 bans
Mars
383 picks · 625 bans
Prediction components
Form (series winrate)74% vs 50%
Hero pool strength61% Aurora Gaming
Head-to-head3 – 2
Model total84% 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 correct42:30
Aurora Gaming 71%Nigma Galaxy 29%
The model gave 71% on Aurora Gaming — the game was taken by Aurora Gaming in 49:59.
Expected value against opponent's pick · 12 mo
UrsaNightfall
Clinkzrincyq
Shadow FiendMikoto
Dark SeerDavai
MarsWs
Void SpiritNo!ob
JakiroKaori
PhoenixGH
Shadow ShamanMira
TuskOmaR
Game 2prediction correct46:11
Aurora Gaming 73%Nigma Galaxy 27%
The model gave 73% on Aurora Gaming — the game was taken by Aurora Gaming in 32:42.
Expected value against opponent's pick · 12 mo
RazorNightfall
Lunarincyq
BrewmasterWs
BeastmasterNo!ob
PuckMikoto
TidehunterDavai
PhoenixKaori
Nyx AssassinOmaR
Shadow ShamanMira
WarlockGH
Model check result
Model favoriteAurora Gaming · 84%
Series resultAurora Gaming 2:0
Series predictioncorrect
Accuracy by game2 of 2