ESL One Birmingham 2026 · BO2
result vs predictionseries probability
13%87%
probability at match start · final 0:2
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 · 20 games
Warlock
Speeed · 20 games
Jakirooften banned
Speeed · 19 games
Shadow Demonoften banned
Bignum · 18 games
Centaur Warrunneroften banned
Fayde · 17 games
Clockwerk
Bignum · 14 games
Batridersignature
Speeed · 13 games
Beastmasteroften banned
RCY · 13 games
Team Yandex
Jakirosignature
Malady · 43 games
Tusksignature
Malady · 39 games
Shadow Demonsignature
Saksa · 30 games
Templar Assassinsignature
Watson · 27 games
Slardaroften banned
Chira JUNIOR · 26 games
Beastmasteroften banned
Chira JUNIOR · 24 games
Tinyoften banned
Saksa · 24 games
Hoodwinksignature
Saksa · 23 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
678 picks · 836 bans
Tiny
585 picks · 606 bans
Tusk
482 picks · 419 bans
Warlock
481 picks · 328 bans
Shadow Demon
419 picks · 1096 bans
Ember Spirit
398 picks · 697 bans
Shadow Fiend
398 picks · 1014 bans
Mars
389 picks · 627 bans
Prediction components
Form (series winrate)44% vs 52%
Hero pool strength58% Team Yandex
Head-to-head1 – 0
Model total87% Team Yandex
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 correct17:35
GamerLegion 27%Team Yandex 73%
The model gave 73% on Team Yandex — the game was taken by Team Yandex in 31:34.
Expected value against opponent's pick · 12 mo
Shadow FiendShad
MarciWatson
PangolierRCY
InvokerChira JUNIOR
Centaur WarrunnerFayde
BatriderNoticed
WarlockSpeeed
PhoenixMalady
TinyBignum
Shadow ShamanSaksa
Game 2prediction correct8:32
GamerLegion 27%Team Yandex 73%
The model gave 73% on Team Yandex — the game was taken by Team Yandex in 32:13.
Expected value against opponent's pick · 12 mo
LunaShad
BeastmasterWatson
KezRCY
BristlebackNoticed
Centaur WarrunnerFayde
SlardarChira JUNIOR
WarlockSpeeed
PhoenixMalady
TuskBignum
Shadow DemonSaksa
Model check result
Model favoriteTeam Yandex · 87%
Series resultTeam Yandex 0:2
Series predictioncorrect
Accuracy by game2 of 2