ESL One Berlin Major 2023 · BO1
result vs predictionseries probability
36%64%
probability at match start · final 1:0
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.
Team Aster
Enchantresssignature
BoBoKa · 22 games
Tinysignature
BoBoKa · 21 game
Beastmastersignature
Xxs · 18 games
Rubick
Fantasy · 18 games
Disruptor
Fantasy · 17 games
Ember Spiritsignature
Xwy · 17 games
Storm Spiritsignature
Xwy · 16 games
Nature's Prophetoften banned
Xxs · 14 games
Evil Geniuses
Death Prophetsignature
Chris Luck · 26 games
Clockwerksignature
Panda · 23 games
Leshracsignature
Chris Luck · 23 games
Primal Beastsignature
Wisper · 21 game
Rubick
Matthew · 21 game
Rikisignature
Matthew · 20 games
Timbersawsignature
Wisper · 18 games
Silencersignature
Panda · 17 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
1009 picks · 716 bans
Tiny
620 picks · 456 bans
Disruptor
587 picks · 444 bans
Nature's Prophet
553 picks · 890 bans
Tusk
515 picks · 387 bans
Snapfire
511 picks · 359 bans
Ember Spirit
504 picks · 1097 bans
Death Prophet
502 picks · 1193 bans
Prediction components
Form (series winrate)33% vs 44%
Hero pool strength56% Evil Geniuses
Head-to-head1 – 3
Model total64% 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 missed37:31
Team Aster 42%Evil Geniuses 58%
The model gave 58% on Evil Geniuses — the game was taken by Team Aster in 45:40.
Expected value against opponent's pick · 12 mo
AlchemistMonet
BatriderChris Luck
Shadow FiendSumaiL
BloodseekerPakazs
MarsXxs
Keeper of the LightWisper
PugnaBoBoKa
Monkey KingMatthew
DisruptorFantasy
Crystal MaidenPanda
Model check result
Model favoriteEvil Geniuses · 64%
Series resultTeam Aster 1:0
Series predictionmissed
Accuracy by game0 of 1