ESL One Birmingham 2026 · BO2
result vs predictionseries probability
48%52%
probability at match start · final 1:1
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.
PARIVISION
Jakirosignature
Dukalis · 24 games
Centaur Warrunnersignature
DM · 20 games
Monkey Kingoften banned
9Class · 19 games
Slardaroften banned
No[o]ne · 18 games
Kezoften banned
Satanic · 17 games
Chenoften banned
Dukalis · 16 games
Beastmasteroften banned
No[o]ne · 14 games
Void Spirit
No[o]ne · 13 games
BETBOOM TEAM
Jakirooften banned
Kataomi · 44 games
Hoodwinksignature
Save- · 35 games
Tusksignature
Kataomi · 33 games
Muerta
Save- · 27 games
Centaur Warrunneroften banned
MieRo · 25 games
Gyrocoptersignature
Kiritych · 23 games
Shadow Demonoften banned
Save- · 23 games
Beastmastersignature
gpK~ · 21 game
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
662 picks · 821 bans
Tiny
572 picks · 591 bans
Tusk
471 picks · 409 bans
Warlock
468 picks · 314 bans
Shadow Demon
414 picks · 1073 bans
Ember Spirit
389 picks · 694 bans
Mars
382 picks · 622 bans
Shadow Fiend
382 picks · 992 bans
Prediction components
Form (series winrate)43% vs 53%
Hero pool strength52% BETBOOM TEAM
Head-to-head7 – 4
Model total52% 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 correct24:41
PARIVISION 48%BETBOOM TEAM 52%
The model gave 52% on BETBOOM TEAM — the game was taken by BETBOOM TEAM in 58:48.
Expected value against opponent's pick · 12 mo
LunaSatanic
Faceless VoidKiritych
InvokerNo[o]ne
Shadow FiendgpK~
BatriderSSS
UnderlordMieRo
PhoenixDukalis
Dark WillowSave-
Tusk9Class
OracleKataomi
Game 2prediction missed26:21
PARIVISION 49%BETBOOM TEAM 51%
The model gave 51% on BETBOOM TEAM — the game was taken by PARIVISION in 49:54.
Expected value against opponent's pick · 12 mo
MorphlingSatanic
MuertaKiritych
BeastmasterNo[o]ne
NecrophosgpK~
TidehunterSSS
BrewmasterMieRo
DazzleDukalis
WarlockKataomi
Earth Spirit9Class
Shadow ShamanSave-
Model check result
Model favoriteBETBOOM TEAM · 52%
Accuracy by game1 of 2