ESL One Berlin Major 2023 · BO2
result vs predictionseries probability
53%47%
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 · 26 games
Leshracsignature
Chris Luck · 23 games
Clockwerksignature
Panda · 21 game
Primal Beastsignature
Wisper · 21 game
Rikisignature
Matthew · 20 games
Timbersawsignature
Wisper · 18 games
Rubick
Matthew · 17 games
Silencersignature
Panda · 17 games
BETBOOM TEAM
Death Prophetsignature
Nightfall · 19 games
Rubicksignature
Save- · 16 games
Clockwerksignature
TORONTOTOKYO · 13 games
Leshracsignature
gpK~ · 13 games
Miranasignature
TORONTOTOKYO · 12 games
Tiny
Save- · 12 games
Pugnasignature
Save- · 11 games
Beastmasteroften banned
Nightfall · 9 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 · 708 bans
Tiny
628 picks · 464 bans
Disruptor
575 picks · 422 bans
Nature's Prophet
566 picks · 915 bans
Tusk
524 picks · 401 bans
Snapfire
520 picks · 368 bans
Death Prophet
513 picks · 1208 bans
Ember Spirit
499 picks · 1092 bans
Prediction components
Form (series winrate)45% vs 40%
Hero pool strength52% Evil Geniuses
Head-to-head1 – 1
Model total53% 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 missed9:35
Evil Geniuses 53%BETBOOM TEAM 47%
The model gave 53% on Evil Geniuses — the game was taken by BETBOOM TEAM in 30:30.
Expected value against opponent's pick · 12 mo
Chaos KnightPakazs
AlchemistNightfall
Dark SeerWisper
KunkkagpK~
TinyChris Luck
SnapfireResolut1on
TuskMatthew
PudgeSave-
EnchantressPanda
Crystal MaidenTORONTOTOKYO
Game 2prediction correct26:5
Evil Geniuses 50%BETBOOM TEAM 50%
The model gave 50% on Evil Geniuses — the game was taken by Evil Geniuses in 25:11.
Expected value against opponent's pick · 12 mo
Troll WarlordPakazs
UrsaNightfall
BrewmasterWisper
Dark SeerResolut1on
UnderlordChris Luck
Ember SpiritgpK~
Crystal MaidenPanda
Bounty HunterSave-
RubickMatthew
JakiroTORONTOTOKYO
Model check result
Model favoriteEvil Geniuses · 53%
Accuracy by game1 of 2