ESL One Birmingham 2024 · BO2
result vs predictionseries probability
7%93%
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.
Talon Esports
Morphlingsignature
Akashi · 23 games
Dragon Knightsignature
CHYuan · 19 games
Marssignature
Ws · 18 games
Batridersignature
Jhocam · 15 games
Leshracsignature
CHYuan · 13 games
Crystal Maidensignature
Ponyo · 12 games
Timbersawsignature
Ws · 12 games
Elder Titansignature
Ponyo · 11 games
Team Falcons
Marssignature
ATF · 42 games
Crystal Maidensignature
Sneyking · 37 games
Dragon Knightsignature
Malr1ne · 31 game
Pangoliersignature
Malr1ne · 31 game
Shadow Demonsignature
Cr1t- · 28 games
Hoodwinksignature
Cr1t- · 26 games
Doomsignature
ATF · 25 games
Pucksignature
Malr1ne · 24 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.
Crystal Maiden
472 picks · 204 bans
Batrider
451 picks · 832 bans
Tiny
450 picks · 593 bans
Centaur Warrunner
445 picks · 663 bans
Rubick
419 picks · 178 bans
Pangolier
393 picks · 723 bans
Mars
390 picks · 619 bans
Techies
381 picks · 293 bans
Prediction components
Form (series winrate)59% vs 61%
Hero pool strength57% Team Falcons
Head-to-head0 – 0
Model total93% 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 correct12:39
Talon Esports 21%Team Falcons 79%
The model gave 79% on Team Falcons — the game was taken by Team Falcons in 33:36.
Expected value against opponent's pick · 12 mo
TimbersawWs
ViperATF
RazorCHYuan
Dragon KnightSkiter
Faceless VoidAkashi
PangolierMalr1ne
Dark WillowJhocam
MiranaSneyking
Crystal MaidenPonyo
HoodwinkCr1t-
Game 2prediction correct27:42
Talon Esports 19%Team Falcons 81%
The model gave 81% on Team Falcons — the game was taken by Team Falcons in 40:15.
Expected value against opponent's pick · 12 mo
Naga SirenAkashi
WeaverSkiter
ZeusCHYuan
Dragon KnightMalr1ne
RazorWs
DoomATF
TinyJhocam
HoodwinkCr1t-
EnchantressPonyo
Shadow DemonSneyking
Model check result
Model favoriteTeam Falcons · 93%
Series resultTeam Falcons 0:2
Series predictioncorrect
Accuracy by game2 of 2