ESL One Birmingham 2026 · BO2
result vs predictionseries probability
37%63%
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.
Team Falcons
Jakirosignature
Sneyking · 30 games
Chensignature
Sneyking · 29 games
Ringmastersignature
Cr1t- · 29 games
Pangoliersignature
Malr1ne · 28 games
Dragon Knightsignature
Skiter · 27 games
Marsoften banned
ATF · 27 games
Shadow Demonsignature
Cr1t- · 20 games
Primal Beastsignature
Malr1ne · 19 games
Team Spirit
Jakirooften banned
Panto · 30 games
Tusksignature
rue · 30 games
Hoodwinksignature
rue · 28 games
Marsoften banned
Collapse · 24 games
Ringmastersignature
rue · 23 games
Slardarsignature
Collapse · 22 games
Centaur Warrunnersignature
Collapse · 18 games
Pucksignature
Larl · 18 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
670 picks · 830 bans
Tiny
582 picks · 598 bans
Warlock
477 picks · 325 bans
Tusk
475 picks · 417 bans
Shadow Demon
414 picks · 1091 bans
Ember Spirit
396 picks · 695 bans
Shadow Fiend
394 picks · 1003 bans
Mars
385 picks · 627 bans
Prediction components
Form (series winrate)48% vs 46%
Hero pool strength50% Team Falcons
Head-to-head8 – 5
Model total63% Team Spirit
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 missed30:15
Team Falcons 43%Team Spirit 57%
The model gave 57% on Team Spirit — the game was taken by Team Falcons in 47:36.
Expected value against opponent's pick · 12 mo
AbaddonSkiter
BeastmasterYatoro
RazorATF
PangolierCollapse
Void SpiritMalr1ne
Queen of PainLarl
TuskCr1t-
WarlockPanto
JakiroSneyking
Shadow Shamanrue
Game 2prediction missed39:13
Team Falcons 43%Team Spirit 57%
The model gave 57% on Team Spirit — the game was taken by Team Falcons in 35:27.
Expected value against opponent's pick · 12 mo
RazorATF
BeastmasterLarl
Dragon KnightSkiter
WindrangerYatoro
Sand KingMalr1ne
BatriderCollapse
JakiroSneyking
Shadow Shamanrue
Earth SpiritCr1t-
HoodwinkPanto
Model check result
Model favoriteTeam Spirit · 63%
Series resultTeam Falcons 2:0
Series predictionmissed
Accuracy by game0 of 2