ESL One Malaysia 2022 · BO2
result vs predictionseries probability
60%40%
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.
Nigma Galaxy
Tinysignature
KuroKy · 13 games
Keeper of the Lightoften banned
GH · 12 games
Tusk
GH · 12 games
Death Prophetoften banned
MinD_ContRoL · 11 games
Monkey Kingsignature
Miracle- · 11 games
Dark Seeroften banned
MinD_ContRoL · 9 games
Iosignature
GH · 9 games
Weaveroften banned
KuroKy · 9 games
Team Liquid
Tiny
miCKe · 21 game
Keeper of the Lightoften banned
iNSaNiA · 15 games
Marcioften banned
Boxi · 14 games
Dawnbreakeroften banned
zai · 13 games
Lone Druidoften banned
MATUMBAMAN · 13 games
Razorsignature
zai · 13 games
Grimstrokeoften banned
iNSaNiA · 12 games
Bristlebacksignature
MATUMBAMAN · 11 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.
Tiny
726 picks · 548 bans
Puck
515 picks · 1029 bans
Dawnbreaker
450 picks · 574 bans
Marci
428 picks · 761 bans
Snapfire
367 picks · 194 bans
Winter Wyvern
355 picks · 384 bans
Zeus
318 picks · 363 bans
Razor
313 picks · 617 bans
Prediction components
Form (series winrate)59% vs 35%
Hero pool strength53% Nigma Galaxy
Head-to-head1 – 2
Model total60% Nigma Galaxy
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 missed13:44
Nigma Galaxy 59%Team Liquid 41%
The model gave 59% on Nigma Galaxy — the game was taken by Team Liquid in 36:38.
Expected value against opponent's pick · 12 mo
BristlebackDreamocel
TinymiCKe
PuckSumaiL
Death Prophetzai
VisageMinD_ContRoL
Night StalkerMATUMBAMAN
SnapfireKuroKy
Keeper of the LightiNSaNiA
TuskGH
Skywrath MageBoxi
Game 2prediction correct38:29
Nigma Galaxy 58%Team Liquid 42%
The model gave 58% on Nigma Galaxy — the game was taken by Nigma Galaxy in 41:53.
Expected value against opponent's pick · 12 mo
Faceless VoidDreamocel
UrsaMATUMBAMAN
Keeper of the LightSumaiL
Timbersawzai
AxeMinD_ContRoL
BatridermiCKe
Winter WyvernGH
TinyBoxi
ChenKuroKy
DazzleiNSaNiA
Model check result
Model favoriteNigma Galaxy · 60%
Accuracy by game1 of 2