ESL One Berlin Major 2023 · BO3
result vs predictionseries probability
72%28%
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.
Gaimin Gladiators
Rubicksignature
tOfu · 44 games
Pangoliersignature
Quinn · 29 games
Nature's Prophetsignature
Ace · 28 games
Disruptorsignature
tOfu · 27 games
Leshracsignature
Quinn · 26 games
Undyingsignature
Seleri · 24 games
Doomsignature
Ace · 22 games
Iosignature
Seleri · 22 games
Team Spirit
Rubicksignature
Mira · 47 games
Snapfiresignature
Mira · 27 games
Tinysignature
Larl · 24 games
Enchantresssignature
Miposhka · 22 games
Undyingsignature
Miposhka · 21 game
Beastmastersignature
Collapse · 19 games
Centaur Warrunnersignature
Collapse · 18 games
Tusksignature
Larl · 18 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.
Rubick
989 picks · 706 bans
Tiny
604 picks · 450 bans
Disruptor
584 picks · 441 bans
Nature's Prophet
546 picks · 876 bans
Tusk
508 picks · 374 bans
Snapfire
498 picks · 355 bans
Ember Spirit
496 picks · 1084 bans
Death Prophet
494 picks · 1177 bans
Prediction components
Form (series winrate)62% vs 49%
Hero pool strength53% Gaimin Gladiators
Head-to-head3 – 2
Model total72% 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 correct23:7
Gaimin Gladiators 63%Team Spirit 37%
The model gave 63% on Gaimin Gladiators — the game was taken by Gaimin Gladiators in 30:48.
Expected value against opponent's pick · 12 mo
Medusadyrachyo
SvenYatoro
PangolierQuinn
Dark SeerCollapse
UnderlordAce
Storm SpiritLarl
Skywrath MagetOfu
AlchemistMira
Crystal MaidenSeleri
Keeper of the LightMiposhka
Game 2prediction correct25:22
Gaimin Gladiators 60%Team Spirit 40%
The model gave 60% on Gaimin Gladiators — the game was taken by Gaimin Gladiators in 46:02.
Expected value against opponent's pick · 12 mo
Medusadyrachyo
Monkey KingYatoro
Ogre MagiAce
AxeCollapse
Void SpiritQuinn
Storm SpiritLarl
Keeper of the LighttOfu
EnchantressMiposhka
SilencerSeleri
Skywrath MageMira
Model check result
Model favoriteGaimin Gladiators · 72%
Series resultGaimin Gladiators 2:0
Series predictioncorrect
Accuracy by game2 of 2