PGL Wallachia Season 4 · BO3
result vs predictionseries probability
75%25%
probability at match start · final 2:0
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.
Team Liquid
Muertasignature
Boxi · 40 games
Tinysignature
Nisha · 35 games
Jakirosignature
iNSaNiA · 31 game
Primal Beastsignature
SabeRLight- · 30 games
Beastmasteroften banned
SabeRLight- · 26 games
Invokersignature
Nisha · 25 games
Monkey Kingoften banned
miCKe · 24 games
Storm Spiritoften banned
Nisha · 24 games
Nigma Galaxy
Phoenixoften banned
GH · 27 games
Batrideroften banned
OmaR · 22 games
Bristlebacksignature
No!ob · 22 games
Magnusoften banned
No!ob · 21 game
Tinysignature
OmaR · 21 game
Muerta
OmaR · 18 games
Tusk
OmaR · 18 games
Marsoften banned
No!ob · 17 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
480 picks · 708 bans
Phantom Assassin
385 picks · 750 bans
Muerta
358 picks · 214 bans
Jakiro
355 picks · 359 bans
Dragon Knight
342 picks · 657 bans
Bristleback
340 picks · 671 bans
Pangolier
321 picks · 428 bans
Phoenix
319 picks · 497 bans
Prediction components
Form (series winrate)46% vs 59%
Hero pool strength53% Team Liquid
Head-to-head3 – 1
Model total75% Team Liquid
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 correct36:16
Team Liquid 65%Nigma Galaxy 35%
The model gave 65% on Team Liquid — the game was taken by Team Liquid in 54:25.
Expected value against opponent's pick · 12 mo
BeastmasterNisha
MorphlingGhost
UrsamiCKe
TerrorbladeNo!ob
BrewmasterSabeRLight-
Dark SeerSumaiL
Elder TitaniNSaNiA
JakiroOmaR
RingmasterBoxi
TuskGH
Game 2prediction correct37:44
Team Liquid 63%Nigma Galaxy 37%
The model gave 63% on Team Liquid — the game was taken by Team Liquid in 45:04.
Expected value against opponent's pick · 12 mo
GyrocoptermiCKe
MarciGhost
Storm SpiritNisha
BristlebackNo!ob
Sand KingSabeRLight-
EarthshakerSumaiL
JakiroiNSaNiA
IoGH
Dark WillowBoxi
RingmasterOmaR
Model check result
Model favoriteTeam Liquid · 75%
Series resultTeam Liquid 2:0
Series predictioncorrect
Accuracy by game2 of 2