ESL One Berlin Major 2023 · BO2
result vs predictionseries probability
10%90%
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 · 18 games
Nature's Prophetoften banned
Tino- · 15 games
Rubick
Shanks · 11 games
Beastmastersignature
Tino- · 10 games
Gaimin Gladiators
Rubicksignature
tOfu · 40 games
Nature's Prophetsignature
Ace · 28 games
Disruptorsignature
tOfu · 25 games
Leshracsignature
Quinn · 25 games
Pangoliersignature
Quinn · 25 games
Undyingsignature
Seleri · 24 games
Iosignature
Seleri · 21 game
Doomsignature
Ace · 19 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
1001 picks · 704 bans
Tiny
633 picks · 465 bans
Nature's Prophet
572 picks · 923 bans
Disruptor
566 picks · 418 bans
Tusk
528 picks · 406 bans
Snapfire
526 picks · 369 bans
Death Prophet
515 picks · 1215 bans
Clockwerk
499 picks · 384 bans
Prediction components
Form (series winrate)31% vs 61%
Hero pool strength60% Gaimin Gladiators
Head-to-head0 – 0
Model total90% 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 correct10:37
Execration 23%Gaimin Gladiators 77%
The model gave 77% on Gaimin Gladiators — the game was taken by Gaimin Gladiators in 21:44.
Expected value against opponent's pick · 12 mo
Dark SeerTino-
UnderlordAce
SlarkPalos
PangolierQuinn
BatriderBob
Lone Druiddyrachyo
Bounty HunterShanks
RubicktOfu
46% · 95 games
DisruptorSeleri
Game 2prediction correct15:45
Execration 23%Gaimin Gladiators 77%
The model gave 77% on Gaimin Gladiators — the game was taken by Gaimin Gladiators in 29:30.
Expected value against opponent's pick · 12 mo
Phantom LancerPalos
DoomAce
Centaur WarrunnerTino-
Magnusdyrachyo
Storm SpiritBob
Ember SpiritQuinn
RubickShanks
DisruptortOfu
44% · 148 games
SilencerSeleri
Model check result
Model favoriteGaimin Gladiators · 90%
Series resultGaimin Gladiators 0:2
Series predictioncorrect
Accuracy by game2 of 2