ESL One Berlin Major 2023 · BO2
result vs predictionseries probability
42%58%
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.
LGD Gaming
Phoenixsignature
pLAnet · 15 games
Disruptorsignature
pLAnet · 14 games
Ember Spiritoften banned
NothingToSay · 13 games
Pangoliersignature
NothingToSay · 13 games
Tusk
pLAnet · 11 games
Beastmastersignature
zeal · 10 games
Ursasignature
shiro · 10 games
Miranasignature
pLAnet · 9 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
Snapfire
Matthew · 17 games
Rubick
Matthew · 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
1000 picks · 703 bans
Tiny
636 picks · 462 bans
Nature's Prophet
574 picks · 925 bans
Disruptor
562 picks · 415 bans
Tusk
530 picks · 407 bans
Snapfire
526 picks · 369 bans
Death Prophet
516 picks · 1215 bans
Clockwerk
499 picks · 385 bans
Prediction components
Form (series winrate)54% vs 48%
Hero pool strength51% Evil Geniuses
Head-to-head0 – 1
Model total58% 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 missed30:9
LGD Gaming 45%Evil Geniuses 55%
The model gave 55% on Evil Geniuses — the game was taken by LGD Gaming in 29:32.
Expected value against opponent's pick · 12 mo
Naga Sirenshiro
SvenPakazs
Beastmasterzeal
Death ProphetWisper
RikiNothingToSay
Primal BeastChris Luck
MiranapLAnet
DisruptorPanda
Ancient Apparitiony`
MarciMatthew
Game 2prediction missed30:16
LGD Gaming 47%Evil Geniuses 53%
The model gave 53% on Evil Geniuses — the game was taken by LGD Gaming in 36:23.
Expected value against opponent's pick · 12 mo
Terrorbladeshiro
LunaPakazs
AlchemistNothingToSay
MarsWisper
Brewmasterzeal
Legion CommanderChris Luck
Undyingy`
Skywrath MageMatthew
RubickpLAnet
DisruptorPanda
Model check result
Model favoriteEvil Geniuses · 58%
Series resultLGD Gaming 2:0
Series predictionmissed
Accuracy by game0 of 2