ESL One Birmingham 2026 · BO2
result vs predictionseries probability
49%51%
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.
Virtus.pro
Jakirooften banned
Fly · 32 games
Snapfiresignature
Antares · 27 games
Marsoften banned
SabeRLight- · 26 games
Warlock
Fly · 25 games
Ember Spiritoften banned
Abed · 24 games
Pucksignature
Abed · 21 game
Chenoften banned
Fly · 18 games
Skywrath Mage
Antares · 18 games
paiN Gaming
Clockwerksignature
Scofield · 8 games
Jakirooften banned
Elmisho · 8 games
Ringmaster
Elmisho · 7 games
Shadow Shaman
Scofield · 7 games
Razoroften banned
DarkMago · 6 games
Shadow Demonoften banned
Scofield · 6 games
Shadow Fiendoften banned
Wits · 6 games
Tidehunteroften banned
Frank · 6 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
672 picks · 831 bans
Tiny
583 picks · 600 bans
Warlock
479 picks · 325 bans
Tusk
477 picks · 418 bans
Shadow Demon
414 picks · 1093 bans
Ember Spirit
398 picks · 696 bans
Shadow Fiend
394 picks · 1007 bans
Mars
385 picks · 628 bans
Prediction components
Form (series winrate)36% vs 37%
Hero pool strength52% Virtus.pro
Head-to-head0 – 0
Model total51% paiN Gaming
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 missed33:26
Virtus.pro 50%paiN Gaming 50%
The model gave 50% on paiN Gaming — the game was taken by Virtus.pro in 47:39.
Expected value against opponent's pick · 12 mo
Storm SpiritAbed
LunaWits
RazorTimado
Sand KingDarkMago
LargoSabeRLight-
Centaur WarrunnerFrank
Shadow ShamanHellscream
Shadow DemonElmisho
JakiroFly
Nyx AssassinScofield
Game 2prediction correct34:26
Virtus.pro 50%paiN Gaming 50%
The model gave 50% on Virtus.pro — the game was taken by Virtus.pro in 55:56.
Expected value against opponent's pick · 12 mo
InvokerAbed
LunaWits
MuertaTimado
Queen of PainDarkMago
Primal BeastSabeRLight-
EnigmaFrank
JakiroFly
WarlockElmisho
Shadow DemonHellscream
Shadow ShamanScofield
Model check result
Model favoritepaiN Gaming · 51%
Series resultVirtus.pro 2:0
Series predictionmissed
Accuracy by game1 of 2