ESL One Birmingham 2024 · BO2
result vs predictionseries probability
30%70%
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.
Heroic
Gyrocopter
KJ · 30 games
Pangoliersignature
4nalog · 20 games
Vengeful Spiritsignature
Scofield · 19 games
Faceless Voidsignature
K1 · 15 games
Tinyoften banned
Scofield · 15 games
Nature's Prophetoften banned
KJ · 14 games
Enchantresssignature
KJ · 13 games
Grimstrokesignature
KJ · 13 games
Gaimin Gladiators
Crystal Maidensignature
Seleri · 25 games
Pangoliersignature
Quinn · 20 games
Alchemistsignature
dyrachyo · 19 games
Gyrocopter
tOfu · 18 games
Batridersignature
tOfu · 17 games
Magnusoften banned
Ace · 16 games
Undyingoften banned
Seleri · 13 games
Vengeful Spiritoften banned
Seleri · 13 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
473 picks · 205 bans
Batrider
453 picks · 831 bans
Tiny
453 picks · 595 bans
Centaur Warrunner
445 picks · 663 bans
Rubick
419 picks · 179 bans
Pangolier
396 picks · 726 bans
Mars
391 picks · 620 bans
Techies
382 picks · 295 bans
Prediction components
Form (series winrate)46% vs 33%
Hero pool strength51% Gaimin Gladiators
Head-to-head0 – 1
Model total70% Gaimin Gladiators
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 correct16:41
Heroic 39%Gaimin Gladiators 61%
The model gave 61% on Gaimin Gladiators — the game was taken by Gaimin Gladiators in 39:14.
Expected value against opponent's pick · 12 mo
LifestealerK1
BristlebackAce
Dragon Knight4nalog
Chaos Knightdyrachyo
Centaur WarrunnerDavai
SniperQuinn
GyrocopterKJ
BatridertOfu
RubickScofield
EnchantressSeleri
Game 2prediction correct13:36
Heroic 40%Gaimin Gladiators 60%
The model gave 60% on Gaimin Gladiators — the game was taken by Gaimin Gladiators in 25:34.
Expected value against opponent's pick · 12 mo
WindrangerK1
Lunadyrachyo
Earth Spirit4nalog
SniperQuinn
DoomDavai
Centaur WarrunnerAce
Dark WillowScofield
ChenSeleri
DisruptorKJ
TusktOfu
Model check result
Model favoriteGaimin Gladiators · 70%
Series resultGaimin Gladiators 0:2
Series predictioncorrect
Accuracy by game2 of 2