ESL One Malaysia 2022 · BO2
result vs predictionseries probability
46%54%
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.
Talon Esports
Death Prophetoften banned
kpii · 14 games
Tiny
Xepher · 14 games
Bane
Hyde · 13 games
Marcioften banned
Q · 13 games
Void Spiritoften banned
Mikoto · 13 games
Brewmastersignature
kpii · 12 games
Ember Spiritoften banned
Mikoto · 11 games
Marssignature
kpii · 11 games
Thunder Awaken
Snapfiresignature
Sacred · 30 games
Tinysignature
DarkMago · 26 games
Ogre Magisignature
Panda · 23 games
Marssignature
DarkMago · 22 games
Abaddonsignature
Panda · 20 games
Weaversignature
Sacred · 18 games
Kunkkasignature
DarkMago · 15 games
Monkey Kingoften banned
Pakazs · 14 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
734 picks · 550 bans
Puck
518 picks · 1037 bans
Dawnbreaker
453 picks · 582 bans
Marci
429 picks · 770 bans
Snapfire
366 picks · 197 bans
Winter Wyvern
360 picks · 389 bans
Zeus
320 picks · 365 bans
Razor
315 picks · 622 bans
Prediction components
Form (series winrate)48% vs 50%
Hero pool strength59% Thunder Awaken
Head-to-head0 – 0
Model total54% 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 correct14:34
Talon Esports 48%Thunder Awaken 52%
The model gave 52% on Thunder Awaken — the game was taken by Thunder Awaken in 28:34.
Expected value against opponent's pick · 12 mo
Monkey King23savage
Templar AssassinPakazs
PudgeMikoto
TinyDarkMago
Centaur Warrunnerkpii
TidehunterSacred
EnchantressHyde
SnapfireMatthew
PhoenixQ
Ogre MagiPanda
Game 2prediction missed37:13
Talon Esports 49%Thunder Awaken 51%
The model gave 51% on Thunder Awaken — the game was taken by Talon Esports in 32:50.
Expected value against opponent's pick · 12 mo
Doom23savage
Wraith KingPakazs
PuckMikoto
BatriderDarkMago
Visagekpii
Centaur WarrunnerSacred
ClockwerkQ
Nyx AssassinMatthew
BaneHyde
Winter WyvernPanda
Model check result
Model favoriteThunder Awaken · 54%
Accuracy by game1 of 2