ESL One Birmingham 2026 · BO3
result vs predictionseries probability
66%34%
probability at match start · final 0:2
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 · 35 games
Chensignature
Sneyking · 30 games
Marsoften banned
ATF · 30 games
Ringmastersignature
Cr1t- · 30 games
Dragon Knightsignature
Skiter · 28 games
Pangoliersignature
Malr1ne · 28 games
Sand Kingsignature
Malr1ne · 22 games
Shadow Demonoften banned
Cr1t- · 21 game
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
679 picks · 856 bans
Tiny
580 picks · 597 bans
Tusk
499 picks · 430 bans
Warlock
484 picks · 337 bans
Shadow Demon
426 picks · 1125 bans
Ember Spirit
404 picks · 697 bans
Shadow Fiend
403 picks · 1030 bans
Mars
394 picks · 625 bans
Prediction components
Form (series winrate)49% vs 46%
Hero pool strength56% Team Falcons
Head-to-head4 – 4
Model total66% 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 missed6:30
Team Falcons 58%PARIVISION 42%
The model gave 58% on Team Falcons — the game was taken by PARIVISION in 34:40.
Expected value against opponent's pick · 12 mo
LunaSkiter
Naga SirenSatanic
ViperATF
LeshracNo[o]ne
Sand KingMalr1ne
TidehunterSSS
VenomancerSneyking
Io9Class
Earth SpiritCr1t-
Ancient ApparitionDukalis
Game 2prediction missed12:35
Team Falcons 60%PARIVISION 40%
The model gave 60% on Team Falcons — the game was taken by PARIVISION in 31:44.
Expected value against opponent's pick · 12 mo
ClinkzSkiter
BroodmotherSatanic
Death ProphetMalr1ne
LeshracNo[o]ne
Void SpiritATF
UnderlordSSS
PhoenixSneyking
Rubick9Class
TuskCr1t-
VenomancerDukalis
Model check result
Model favoriteTeam Falcons · 66%
Series resultPARIVISION 0:2
Series predictionmissed
Accuracy by game0 of 2