ESL One Birmingham 2026 · BO2
result vs predictionseries probability
97%3%
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.
Tundra Esports
Batridersignature
Ari · 43 games
Jakirosignature
Whitemon · 32 games
Shadow Shamansignature
Ari · 30 games
Invokersignature
bzm · 28 games
Banesignature
Whitemon · 26 games
Timbersawsignature
33 · 26 games
Tinysignature
bzm · 26 games
Axesignature
33 · 24 games
REKONIX
Disruptorsignature
Varizh · 21 game
Tinyoften banned
inYourdreaM · 14 games
Beastmasteroften banned
Fbz · 13 games
Ember Spiritsignature
inYourdreaM · 11 games
Marsoften banned
Fbz · 11 games
Tusksignature
dalul · 11 games
Windrangeroften banned
TraVins · 11 games
Gyrocoptersignature
TraVins · 10 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
688 picks · 847 bans
Tiny
594 picks · 612 bans
Tusk
492 picks · 425 bans
Warlock
489 picks · 337 bans
Shadow Demon
424 picks · 1111 bans
Shadow Fiend
404 picks · 1033 bans
Ember Spirit
400 picks · 701 bans
Mars
390 picks · 631 bans
Prediction components
Form (series winrate)59% vs 37%
Hero pool strength59% Tundra Esports
Head-to-head1 – 0
Model total97% Tundra Esports
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 correct33:6
Tundra Esports 86%REKONIX 14%
The model gave 86% on Tundra Esports — the game was taken by Tundra Esports in 29:23.
Expected value against opponent's pick · 12 mo
Beastmasterbzm
PangolierFbz
Dragon KnightPure~
LifestealerTraVins
Doom33
Primal BeastinYourdreaM
BatriderAri
Nature's Prophetdalul
PhoenixWhitemon
SilencerVarizh
Game 2prediction correct31:13
Tundra Esports 85%REKONIX 15%
The model gave 85% on Tundra Esports — the game was taken by Tundra Esports in 29:12.
Expected value against opponent's pick · 12 mo
Leshracbzm
UrsaTraVins
Bristleback33
BeastmasterFbz
Dragon KnightPure~
PangolierinYourdreaM
PhoenixWhitemon
Ringmasterdalul
TuskAri
LionVarizh
Model check result
Model favoriteTundra Esports · 97%
Series resultTundra Esports 2:0
Series predictioncorrect
Accuracy by game2 of 2