ESL One Berlin Major 2023 · BO2
result vs predictionseries probability
45%55%
probability at match start · final 1:1
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.
Evil Geniuses
Death Prophetsignature
Chris Luck · 25 games
Leshracsignature
Chris Luck · 22 games
Clockwerksignature
Panda · 21 game
Primal Beastsignature
Wisper · 20 games
Rikisignature
Matthew · 20 games
Timbersawsignature
Wisper · 18 games
Rubick
Matthew · 16 games
Silencersignature
Panda · 16 games
Gaimin Gladiators
Rubicksignature
tOfu · 36 games
Nature's Prophetsignature
Ace · 28 games
Disruptorsignature
tOfu · 24 games
Leshracsignature
Quinn · 24 games
Undyingsignature
Seleri · 24 games
Pangoliersignature
Quinn · 23 games
Iosignature
Seleri · 20 games
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
987 picks · 692 bans
Tiny
638 picks · 464 bans
Nature's Prophet
579 picks · 930 bans
Disruptor
549 picks · 408 bans
Tusk
531 picks · 410 bans
Snapfire
527 picks · 370 bans
Death Prophet
516 picks · 1211 bans
Clockwerk
498 picks · 385 bans
Prediction components
Form (series winrate)49% vs 63%
Hero pool strength52% Gaimin Gladiators
Head-to-head2 – 1
Model total55% 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 correct3:19
Evil Geniuses 44%Gaimin Gladiators 56%
The model gave 56% on Gaimin Gladiators — the game was taken by Gaimin Gladiators in 18:02.
Expected value against opponent's pick · 12 mo
PudgePakazs
PangolierQuinn
UnderlordWisper
BeastmasterAce
Void SpiritChris Luck
Muertadyrachyo
DisruptorMatthew
ChenSeleri
Crystal MaidenPanda
RubicktOfu
Game 2prediction missed34:4
Evil Geniuses 46%Gaimin Gladiators 54%
The model gave 54% on Gaimin Gladiators — the game was taken by Evil Geniuses in 22:08.
Expected value against opponent's pick · 12 mo
BloodseekerPakazs
DoomAce
Dark SeerWisper
Slarkdyrachyo
LeshracChris Luck
RikiQuinn
Nyx AssassinMatthew
RubicktOfu
DisruptorPanda
IoSeleri
Model check result
Model favoriteGaimin Gladiators · 55%
Accuracy by game1 of 2