ESL One Berlin Major 2023 · BO2
result vs predictionseries probability
27%73%
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.
Execration
Visageoften banned
Tino- · 27 games
Marcisignature
Shanks · 23 games
Ember Spiritoften banned
Bob · 21 game
Tiny
Shanks · 20 games
Batrideroften banned
Bob · 16 games
Nature's Prophetoften banned
Tino- · 15 games
Beastmastersignature
Tino- · 10 games
Enigmaoften banned
Tino- · 10 games
Evil Geniuses
Death Prophetsignature
Chris Luck · 25 games
Leshracsignature
Chris Luck · 23 games
Clockwerksignature
Panda · 21 game
Primal Beastsignature
Wisper · 20 games
Rikisignature
Matthew · 20 games
Timbersawsignature
Wisper · 18 games
Rubick
Matthew · 16 games
Silencersignature
Panda · 16 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
996 picks · 696 bans
Tiny
640 picks · 466 bans
Nature's Prophet
578 picks · 930 bans
Disruptor
552 picks · 410 bans
Tusk
532 picks · 409 bans
Snapfire
527 picks · 370 bans
Death Prophet
518 picks · 1210 bans
Clockwerk
497 picks · 385 bans
Prediction components
Form (series winrate)33% vs 48%
Hero pool strength55% Evil Geniuses
Head-to-head0 – 0
Model total73% 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 correct9:31
Execration 36%Evil Geniuses 64%
The model gave 64% on Evil Geniuses — the game was taken by Evil Geniuses in 30:28.
Expected value against opponent's pick · 12 mo
DoomTino-
SlarkPakazs
Shadow FiendBob
Dark SeerWisper
KunkkaPalos
Monkey KingChris Luck
RubickShanks
EnchantressPanda
54% · 91 game
Nyx AssassinMatthew
Game 2prediction correct21:40
Execration 37%Evil Geniuses 63%
The model gave 63% on Evil Geniuses — the game was taken by Evil Geniuses in 37:14.
Expected value against opponent's pick · 12 mo
MuertaPalos
Faceless VoidPakazs
UnderlordTino-
Legion CommanderChris Luck
BatriderBob
SnapfireWisper
RubickShanks
Monkey KingMatthew
46% · 248 games
DisruptorPanda
Model check result
Model favoriteEvil Geniuses · 73%
Series resultEvil Geniuses 0:2
Series predictioncorrect
Accuracy by game2 of 2