ESL One Birmingham 2026 · BO1
result vs predictionseries probability
55%45%
probability at match start · final 0:1
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.
BETBOOM TEAM
Jakirosignature
Kataomi · 46 games
Hoodwinksignature
Save- · 36 games
Tusk
Kataomi · 34 games
Muerta
Save- · 28 games
Centaur Warrunneroften banned
MieRo · 25 games
Shadow Demonoften banned
Save- · 25 games
Beastmastersignature
gpK~ · 23 games
Gyrocoptersignature
Kiritych · 23 games
PARIVISION
Jakirosignature
Dukalis · 24 games
Centaur Warrunnersignature
DM · 20 games
Monkey Kingoften banned
9Class · 19 games
Beastmasteroften banned
No[o]ne · 18 games
Slardaroften banned
No[o]ne · 18 games
Chenoften banned
Dukalis · 17 games
Kezoften banned
Satanic · 17 games
Void Spiritsignature
No[o]ne · 15 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
683 picks · 853 bans
Tiny
591 picks · 610 bans
Tusk
497 picks · 429 bans
Warlock
492 picks · 337 bans
Shadow Demon
427 picks · 1118 bans
Ember Spirit
406 picks · 701 bans
Shadow Fiend
404 picks · 1032 bans
Mars
394 picks · 631 bans
Prediction components
Form (series winrate)51% vs 44%
Hero pool strength51% BETBOOM TEAM
Head-to-head4 – 7
Model total55% BETBOOM TEAM
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 missed14:20
BETBOOM TEAM 54%PARIVISION 46%
The model gave 54% on BETBOOM TEAM — the game was taken by PARIVISION in 51:18.
Expected value against opponent's pick · 12 mo
MedusaKiritych
LifestealerSatanic
BeastmastergpK~
PuckNo[o]ne
OmniknightMieRo
BristlebackSSS
Shadow DemonSave-
EnchantressDukalis
TuskKataomi
Rubick9Class
Model check result
Model favoriteBETBOOM TEAM · 55%
Series resultPARIVISION 0:1
Series predictionmissed
Accuracy by game0 of 1