ESL One Birmingham 2026 · BO2
result vs predictionseries probability
75%25%
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 · 40 games
Jakirosignature
Whitemon · 28 games
Shadow Shamansignature
Ari · 28 games
Banesignature
Whitemon · 26 games
Invokersignature
bzm · 26 games
Tinysignature
bzm · 25 games
Hoodwinksignature
Ari · 24 games
Timbersawsignature
33 · 24 games
PARIVISION
Jakirosignature
Dukalis · 22 games
Centaur Warrunnersignature
DM · 19 games
Monkey Kingoften banned
9Class · 19 games
Kezoften banned
Satanic · 17 games
Slardaroften banned
No[o]ne · 17 games
Chenoften banned
Dukalis · 16 games
Beastmastersignature
No[o]ne · 13 games
Void Spirit
No[o]ne · 13 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
641 picks · 815 bans
Tiny
561 picks · 581 bans
Tusk
461 picks · 401 bans
Warlock
453 picks · 301 bans
Shadow Demon
408 picks · 1051 bans
Ember Spirit
386 picks · 682 bans
Mars
381 picks · 608 bans
Shadow Fiend
368 picks · 971 bans
Prediction components
Form (series winrate)60% vs 46%
Hero pool strength56% Tundra Esports
Head-to-head3 – 3
Model total75% 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 correct41:30
Tundra Esports 64%PARIVISION 36%
The model gave 64% on Tundra Esports — the game was taken by Tundra Esports in 53:35.
Expected value against opponent's pick · 12 mo
LunaPure~
Queen of PainNo[o]ne
Brewmaster33
UrsaSatanic
Void Spiritbzm
MarsSSS
Treant ProtectorWhitemon
JakiroDukalis
Dark WillowAri
Shadow Demon9Class
Game 2prediction correct27:13
Tundra Esports 63%PARIVISION 37%
The model gave 63% on Tundra Esports — the game was taken by Tundra Esports in 29:02.
Expected value against opponent's pick · 12 mo
MuertaPure~
BeastmasterSatanic
Sand Kingbzm
HuskarNo[o]ne
Batrider33
Centaur WarrunnerSSS
WarlockWhitemon
DazzleDukalis
TuskAri
Shadow Shaman9Class
Model check result
Model favoriteTundra Esports · 75%
Series resultTundra Esports 2:0
Series predictioncorrect
Accuracy by game2 of 2