ESL One Kuala Lumpur 2023. Закрытые квалификации · BO3
result vs predictionseries probability
58%42%
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.
Virtus.pro
Pugnasignature
sayuw · 12 games
Skywrath Mage
sayuw · 12 games
Dark Willowsignature
sayuw · 11 games
Techiesoften banned
Fng · 11 games
Beastmasteroften banned
Noticed · 10 games
Ember Spiritoften banned
Squad1x · 10 games
Keeper of the Lightoften banned
sayuw · 10 games
Spirit Breakeroften banned
Noticed · 10 games
9Pandas
Doomsignature
MieRo · 33 games
Skywrath Mage
Antares · 32 games
Undyingsignature
Solo · 30 games
Alchemistsignature
RAMZES666 · 28 games
Beastmasteroften banned
MieRo · 26 games
Rubick
Antares · 24 games
Windranger
kiyotaka · 23 games
Enigmasignature
MieRo · 22 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.
Grimstroke
245 picks · 293 bans
Dark Willow
242 picks · 111 bans
Vengeful Spirit
234 picks · 263 bans
Phoenix
208 picks · 275 bans
Treant Protector
208 picks · 443 bans
Pangolier
204 picks · 422 bans
Earth Spirit
183 picks · 284 bans
Earthshaker
180 picks · 176 bans
Prediction components
Form (series winrate)53% vs 41%
Hero pool strength51% Virtus.pro
Head-to-head0 – 2
Model total58% Virtus.pro
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 missed26:34
Virtus.pro 56%9Pandas 44%
The model gave 56% on Virtus.pro — the game was taken by 9Pandas in 42:54.
Expected value against opponent's pick · 12 mo
TerrorbladeSmiling Knight
Linakiyotaka
EarthshakerSquad1x
MuertaV-Tune
PhoenixFng
Dragon KnightRAMZES666
BristlebackNoticed
BaneAfoninje
Dark Willowsayuw
TuskRodjER
Game 2prediction missed36:34
Virtus.pro 55%9Pandas 45%
The model gave 55% on Virtus.pro — the game was taken by 9Pandas in 48:10.
Expected value against opponent's pick · 12 mo
Troll WarlordSmiling Knight
Wraith KingV-Tune
Earth SpiritSquad1x
Dragon KnightRAMZES666
Centaur WarrunnerNoticed
Kunkkakiyotaka
Pugnasayuw
Shadow DemonAfoninje
TuskFng
WeaverRodjER
Model check result
Model favoriteVirtus.pro · 58%
Series result9Pandas 0:2
Series predictionmissed
Accuracy by game0 of 2