ESL One Birmingham 2026 · BO2
result vs predictionseries probability
40%60%
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.
paiN Gaming
Clockwerksignature
Scofield · 8 games
Jakirooften banned
Elmisho · 8 games
Shadow Shaman
Scofield · 8 games
Luna
Wits · 7 games
Ringmaster
Elmisho · 7 games
Shadow Demonoften banned
Elmisho · 7 games
Queen of Painoften banned
DarkMago · 6 games
Razoroften banned
DarkMago · 6 games
Team Falcons
Jakirosignature
Sneyking · 32 games
Chensignature
Sneyking · 30 games
Ringmastersignature
Cr1t- · 30 games
Marsoften banned
ATF · 29 games
Dragon Knightsignature
Skiter · 28 games
Pangoliersignature
Malr1ne · 28 games
Sand Kingsignature
Malr1ne · 20 games
Shadow Demonsignature
Cr1t- · 20 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
684 picks · 840 bans
Tiny
591 picks · 610 bans
Tusk
490 picks · 422 bans
Warlock
485 picks · 336 bans
Shadow Demon
423 picks · 1104 bans
Shadow Fiend
404 picks · 1025 bans
Ember Spirit
399 picks · 697 bans
Mars
391 picks · 625 bans
Prediction components
Form (series winrate)35% vs 50%
Hero pool strength60% Team Falcons
Head-to-head0 – 0
Model total60% Team Falcons
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 missed34:12
paiN Gaming 43%Team Falcons 57%
The model gave 57% on Team Falcons — the game was taken by paiN Gaming in 41:06.
Expected value against opponent's pick · 12 mo
BeastmasterWits
Void SpiritMalr1ne
Queen of PainDarkMago
AbaddonSkiter
UndyingFrank
MarsATF
BatriderElmisho
Shadow DemonCr1t-
Nyx AssassinScofield
MiranaSneyking
Game 2prediction correct13:37
paiN Gaming 42%Team Falcons 58%
The model gave 58% on Team Falcons — the game was taken by Team Falcons in 36:23.
Expected value against opponent's pick · 12 mo
Ember SpiritDarkMago
UrsaSkiter
Shadow FiendWits
Void SpiritATF
BristlebackFrank
Sand KingMalr1ne
TinyScofield
JakiroSneyking
Skywrath MageElmisho
Shadow ShamanCr1t-
Model check result
Model favoriteTeam Falcons · 60%
Accuracy by game1 of 2