ESL One Birmingham 2024 · BO2
result vs predictionseries probability
15%85%
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.
Heroic
Gyrocopter
KJ · 26 games
Vengeful Spiritsignature
KJ · 19 games
Pangoliersignature
4nalog · 18 games
Tinyoften banned
Scofield · 15 games
Faceless Voidsignature
K1 · 14 games
Lion
Scofield · 13 games
Nature's Prophetoften banned
KJ · 13 games
Grimstrokesignature
KJ · 12 games
Xtreme Gaming
Centaur Warrunnersignature
Xxs · 20 games
Phoenixsignature
Dy · 18 games
Marssignature
Xxs · 17 games
Primal Beastoften banned
Xxs · 16 games
Shadow Demonsignature
XinQ · 15 games
Crystal Maidensignature
Dy · 14 games
Miranasignature
XinQ · 12 games
Batridersignature
Dy · 11 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
467 picks · 203 bans
Batrider
447 picks · 831 bans
Centaur Warrunner
443 picks · 668 bans
Tiny
438 picks · 594 bans
Rubick
412 picks · 177 bans
Pangolier
392 picks · 705 bans
Mars
385 picks · 622 bans
Techies
382 picks · 296 bans
Prediction components
Form (series winrate)47% vs 51%
Hero pool strength58% Xtreme Gaming
Head-to-head0 – 0
Model total85% Xtreme Gaming
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 missed32:28
Heroic 27%Xtreme Gaming 73%
The model gave 73% on Xtreme Gaming — the game was taken by Heroic in 55:58.
Expected value against opponent's pick · 12 mo
LifestealerK1
Faceless VoidAme
Primal Beast4nalog
SniperXm
Night StalkerDavai
BrewmasterXxs
EnchantressKJ
BatriderXinQ
Dark WillowScofield
ChenDy
Game 2prediction missed30:11
Heroic 28%Xtreme Gaming 72%
The model gave 72% on Xtreme Gaming — the game was taken by Heroic in 28:22.
Expected value against opponent's pick · 12 mo
Phantom LancerK1
SniperXm
Keeper of the Light4nalog
SvenAme
Primal BeastDavai
MarsXxs
GyrocopterKJ
TuskXinQ
RubickScofield
BatriderDy
Model check result
Model favoriteXtreme Gaming · 85%
Series resultHeroic 2:0
Series predictionmissed
Accuracy by game0 of 2