ESL One Birmingham 2024 · BO2
result vs predictionseries probability
60%40%
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.
Team Falcons
Marssignature
ATF · 41 game
Crystal Maidensignature
Sneyking · 37 games
Dragon Knightsignature
Malr1ne · 31 game
Pangoliersignature
Malr1ne · 31 game
Hoodwinksignature
Cr1t- · 26 games
Shadow Demonsignature
Cr1t- · 26 games
Doomsignature
ATF · 25 games
Pucksignature
Malr1ne · 24 games
Team Liquid
Lunasignature
miCKe · 26 games
Rubick
Boxi · 24 games
Vengeful Spiritsignature
iNSaNiA · 24 games
Brewmasteroften banned
33 · 19 games
Pangolieroften banned
Nisha · 19 games
Doomsignature
33 · 18 games
Templar Assassinsignature
miCKe · 18 games
Batridersignature
Boxi · 16 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
469 picks · 203 bans
Batrider
450 picks · 828 bans
Centaur Warrunner
444 picks · 663 bans
Tiny
444 picks · 594 bans
Rubick
414 picks · 178 bans
Pangolier
390 picks · 712 bans
Mars
386 picks · 620 bans
Techies
379 picks · 293 bans
Prediction components
Form (series winrate)63% vs 44%
Hero pool strength58% Team Falcons
Head-to-head2 – 2
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 correct35:18
Team Falcons 56%Team Liquid 44%
The model gave 56% on Team Falcons — the game was taken by Team Falcons in 36:10.
Expected value against opponent's pick · 12 mo
GyrocopterSkiter
PuckNisha
LinaMalr1ne
SvenmiCKe
MarsATF
Kunkka33
Shadow DemonCr1t-
TuskBoxi
EnchantressSneyking
DisruptoriNSaNiA
Game 2prediction missed28:40
Team Falcons 58%Team Liquid 42%
The model gave 58% on Team Falcons — the game was taken by Team Liquid in 40:27.
Expected value against opponent's pick · 12 mo
Wraith KingSkiter
LunamiCKe
LinaMalr1ne
ZeusNisha
KunkkaATF
Doom33
MiranaCr1t-
EnchantressiNSaNiA
Shadow DemonSneyking
DisruptorBoxi
Model check result
Model favoriteTeam Falcons · 60%
Accuracy by game1 of 2