ESL One Malaysia 2022 · BO3
result vs predictionseries probability
27%73%
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.
Nigma Galaxy
Keeper of the Lightoften banned
SumaiL · 14 games
Tusk
GH · 14 games
Tinysignature
KuroKy · 13 games
Death Prophetoften banned
MinD_ContRoL · 11 games
Monkey Kingsignature
Miracle- · 11 games
Iosignature
GH · 10 games
Dark Seeroften banned
MinD_ContRoL · 9 games
Weaveroften banned
KuroKy · 9 games
Thunder Awaken
Snapfiresignature
Matthew · 30 games
Tinysignature
DarkMago · 27 games
Ogre Magisignature
Panda · 23 games
Marssignature
DarkMago · 22 games
Abaddonsignature
Panda · 19 games
Weaversignature
Sacred · 18 games
Kunkkasignature
DarkMago · 15 games
Monkey Kingsignature
Pakazs · 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.
Tiny
738 picks · 571 bans
Puck
526 picks · 1061 bans
Dawnbreaker
465 picks · 610 bans
Marci
432 picks · 773 bans
Snapfire
367 picks · 195 bans
Winter Wyvern
366 picks · 404 bans
Zeus
324 picks · 372 bans
Razor
322 picks · 629 bans
Prediction components
Form (series winrate)50% vs 47%
Hero pool strength57% Thunder Awaken
Head-to-head0 – 0
Model total73% Thunder Awaken
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 correct9:36
Nigma Galaxy 36%Thunder Awaken 64%
The model gave 64% on Thunder Awaken — the game was taken by Thunder Awaken in 36:33.
Expected value against opponent's pick · 12 mo
MorphlingDreamocel
Monkey KingPakazs
PangolierSumaiL
MarsDarkMago
DawnbreakerMinD_ContRoL
TimbersawSacred
RubickGH
SnapfireMatthew
EnchantressKuroKy
Winter WyvernPanda
Game 2prediction correct18:35
Nigma Galaxy 39%Thunder Awaken 61%
The model gave 61% on Thunder Awaken — the game was taken by Thunder Awaken in 40:55.
Expected value against opponent's pick · 12 mo
Faceless VoidDreamocel
SvenPakazs
Queen of PainSumaiL
TimbersawSacred
NecrophosMinD_ContRoL
Ember SpiritDarkMago
RubickKuroKy
HoodwinkMatthew
Elder TitanGH
Winter WyvernPanda
Model check result
Model favoriteThunder Awaken · 73%
Series resultThunder Awaken 0:2
Series predictioncorrect
Accuracy by game2 of 2