ESL One Birmingham 2024 · BO2
result vs predictionseries probability
61%39%
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 · 40 games
Crystal Maidensignature
Sneyking · 36 games
Pangoliersignature
Malr1ne · 31 game
Dragon Knightsignature
Malr1ne · 30 games
Doomsignature
ATF · 25 games
Shadow Demonsignature
Cr1t- · 25 games
Hoodwinksignature
Cr1t- · 24 games
Timbersawoften banned
ATF · 24 games
Shopify Rebellion
Lionsignature
Thiolicor · 19 games
Centaur Warrunnersignature
SabeRLight- · 17 games
Marsoften banned
SabeRLight- · 14 games
Pangoliersignature
Yopaj · 14 games
Batrideroften banned
Thiolicor · 12 games
Kunkkaoften banned
SabeRLight- · 11 games
Hoodwinksignature
Thiolicor · 10 games
Windrangersignature
Arteezy · 10 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
465 picks · 202 bans
Batrider
445 picks · 832 bans
Centaur Warrunner
443 picks · 666 bans
Tiny
435 picks · 591 bans
Rubick
410 picks · 176 bans
Pangolier
389 picks · 699 bans
Mars
384 picks · 621 bans
Techies
384 picks · 296 bans
Prediction components
Form (series winrate)65% vs 52%
Hero pool strength58% Team Falcons
Head-to-head1 – 0
Model total61% 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 correct24:9
Team Falcons 57%Shopify Rebellion 43%
The model gave 57% on Team Falcons — the game was taken by Team Falcons in 27:15.
Expected value against opponent's pick · 12 mo
LeshracSumaiL
Chaos KnightArteezy
Dragon KnightSkiter
ZeusYopaj
BrewmasterATF
KunkkaSabeRLight-
HoodwinkCr1t-
MiranaThiolicor
OracleSneyking
Game 2prediction missed10:36
Team Falcons 57%Shopify Rebellion 43%
The model gave 57% on Team Falcons — the game was taken by Shopify Rebellion in 32:24.
Expected value against opponent's pick · 12 mo
BrewmasterATF
Chaos KnightArteezy
LifestealerSkiter
ZeusYopaj
Outworld DestroyerSumaiL
KunkkaSabeRLight-
Crystal MaidenSneyking
MiranaThiolicor
Earth SpiritCr1t-
Model check result
Model favoriteTeam Falcons · 61%
Accuracy by game1 of 2