ESL One Berlin Major 2023 · BO3
result vs predictionseries probability
54%46%
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
Disruptor
pLAnet · 18 games
Pangoliersignature
NothingToSay · 16 games
Phoenixsignature
pLAnet · 16 games
Beastmastersignature
zeal · 15 games
Ember Spiritoften banned
NothingToSay · 13 games
Miranasignature
pLAnet · 13 games
Storm Spiritsignature
NothingToSay · 12 games
Rubick
pLAnet · 11 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
970 picks · 700 bans
Tiny
591 picks · 442 bans
Disruptor
584 picks · 442 bans
Nature's Prophet
533 picks · 855 bans
Tusk
496 picks · 358 bans
Snapfire
493 picks · 348 bans
Ember Spirit
486 picks · 1069 bans
Death Prophet
482 picks · 1154 bans
Prediction components
Form (series winrate)47% vs 50%
Hero pool strength52% Talon Esports
Head-to-head1 – 0
Model total54% LGD Gaming
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 missed10:27
LGD Gaming 51%Talon Esports 49%
The model gave 51% on LGD Gaming — the game was taken by Talon Esports in 27:05.
Expected value against opponent's pick · 12 mo
Alchemistshiro
Terrorblade23savage
TinkerNothingToSay
MagnusJabz
Brewmasterzeal
Dragon KnightMikoto
Abaddony`
Keeper of the LightQ
Skywrath MagepLAnet
DisruptorOli
Game 2prediction correct30:50
LGD Gaming 50%Talon Esports 50%
The model gave 50% on Talon Esports — the game was taken by Talon Esports in 1:13:20.
Expected value against opponent's pick · 12 mo
TimbersawNothingToSay
Naga Siren23savage
Svenshiro
UnderlordMikoto
Keeper of the LightpLAnet
TechiesQ
Ogre Magiy`
VenomancerJabz
Magnuszeal
DisruptorOli
Model check result
Model favoriteLGD Gaming · 54%
Series resultTalon Esports 0:2
Series predictionmissed
Accuracy by game1 of 2