ESL One Berlin Major 2023 · BO3
result vs predictionseries probability
59%41%
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.
Evil Geniuses
Death Prophetsignature
Chris Luck · 26 games
Clockwerksignature
Panda · 23 games
Leshracsignature
Chris Luck · 23 games
Rubick
Matthew · 22 games
Primal Beastsignature
Wisper · 21 game
Rikisignature
Matthew · 20 games
Timbersawsignature
Wisper · 18 games
Monkey Kingoften banned
Chris Luck · 17 games
Talon Esports
Tusk
Q · 29 games
Tinysignature
Q · 25 games
Nature's Prophetsignature
Jabz · 24 games
Elder Titansignature
Oli · 18 games
Rubick
Q · 17 games
Pucksignature
Mikoto · 16 games
Templar Assassinsignature
Mikoto · 16 games
Monkey Kingsignature
23savage · 15 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
927 picks · 684 bans
Disruptor
579 picks · 440 bans
Tiny
562 picks · 430 bans
Nature's Prophet
515 picks · 821 bans
Snapfire
470 picks · 341 bans
Beastmaster
468 picks · 1106 bans
Tusk
468 picks · 339 bans
Ember Spirit
459 picks · 1041 bans
Prediction components
Form (series winrate)46% vs 51%
Hero pool strength52% Talon Esports
Head-to-head0 – 0
Model total59% Evil Geniuses
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 correct32:37
Evil Geniuses 54%Talon Esports 46%
The model gave 54% on Evil Geniuses — the game was taken by Evil Geniuses in 55:21.
Expected value against opponent's pick · 12 mo
Faceless VoidPakazs
Terrorblade23savage
UnderlordChris Luck
Void SpiritMikoto
BatriderWisper
MagnusJabz
RubickMatthew
Keeper of the LightQ
LichPanda
PugnaOli
Game 2prediction correct34:5
Evil Geniuses 56%Talon Esports 44%
The model gave 56% on Evil Geniuses — the game was taken by Evil Geniuses in 25:47.
Expected value against opponent's pick · 12 mo
Storm SpiritChris Luck
Anti-Mage23savage
SlarkPakazs
BeastmasterJabz
SnapfireWisper
Dragon KnightMikoto
Bounty HunterMatthew
Keeper of the LightQ
PugnaPanda
Crystal MaidenOli
Model check result
Model favoriteEvil Geniuses · 59%
Series resultEvil Geniuses 2:0
Series predictioncorrect
Accuracy by game2 of 2