ESL One Berlin Major 2023 · BO2
result vs predictionseries probability
23%77%
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.
LGD Gaming
Phoenixsignature
pLAnet · 15 games
Disruptorsignature
pLAnet · 14 games
Ember Spiritoften banned
NothingToSay · 13 games
Pangoliersignature
NothingToSay · 12 games
Tusk
pLAnet · 11 games
Beastmastersignature
zeal · 10 games
Ursasignature
shiro · 10 games
Rubick
pLAnet · 9 games
Gaimin Gladiators
Rubicksignature
tOfu · 38 games
Nature's Prophetsignature
Ace · 28 games
Disruptorsignature
tOfu · 24 games
Leshracsignature
Quinn · 24 games
Pangoliersignature
Quinn · 24 games
Undyingsignature
Seleri · 24 games
Iosignature
Seleri · 21 game
Treant Protectorsignature
Seleri · 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
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)56% vs 62%
Hero pool strength53% Gaimin Gladiators
Head-to-head0 – 1
Model total77% 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 correct1:27
LGD Gaming 33%Gaimin Gladiators 67%
The model gave 67% on Gaimin Gladiators — the game was taken by Gaimin Gladiators in 21:08.
Expected value against opponent's pick · 12 mo
Bristlebackshiro
LeshracQuinn
Storm SpiritNothingToSay
ViperAce
Dark Seerzeal
Lone Druiddyrachyo
Ioy`
ClockwerktOfu
Nyx AssassinpLAnet
DisruptorSeleri
Game 2prediction correct13:27
LGD Gaming 38%Gaimin Gladiators 62%
The model gave 62% on Gaimin Gladiators — the game was taken by Gaimin Gladiators in 31:49.
Expected value against opponent's pick · 12 mo
Shadow Fiendshiro
DoomAce
KunkkaNothingToSay
Muertadyrachyo
Pangolierzeal
Void SpiritQuinn
MiranapLAnet
GrimstroketOfu
Clockwerky`
RubickSeleri
Model check result
Model favoriteGaimin Gladiators · 77%
Series resultGaimin Gladiators 0:2
Series predictioncorrect
Accuracy by game2 of 2