PGL Wallachia Season 4 · BO3
result vs predictionseries probability
35%65%
probability at match start · final 1:2
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.
Team Falcons
Bristlebackoften banned
ATF · 53 games
Pangolieroften banned
Malr1ne · 42 games
Dragon Knightsignature
Skiter · 39 games
Crystal Maiden
Sneyking · 33 games
Muertasignature
Cr1t- · 33 games
Enchantresssignature
Sneyking · 30 games
Hoodwink
Cr1t- · 26 games
Alchemistsignature
Skiter · 25 games
Tundra Esports
Beastmastersignature
33 · 44 games
Doomsignature
33 · 42 games
Bristlebackoften banned
33 · 32 games
Tusksignature
Saksa · 32 games
Dragon Knightsignature
bzm · 31 game
Phoenixsignature
Whitemon · 31 game
Invokersignature
bzm · 29 games
Storm Spiritsignature
Lorenof · 29 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
473 picks · 707 bans
Phantom Assassin
383 picks · 755 bans
Jakiro
371 picks · 379 bans
Muerta
353 picks · 209 bans
Dragon Knight
342 picks · 626 bans
Bristleback
341 picks · 658 bans
Beastmaster
316 picks · 578 bans
Pangolier
315 picks · 418 bans
Prediction components
Form (series winrate)53% vs 67%
Hero pool strength56% Tundra Esports
Head-to-head10 – 8
Model total65% Tundra Esports
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 missed45:24
Team Falcons 41%Tundra Esports 59%
The model gave 59% on Tundra Esports — the game was taken by Team Falcons in 1:12:57.
Expected value against opponent's pick · 12 mo
BristlebackATF
Ember Spiritbzm
PangolierMalr1ne
MorphlingCrystallis
TinySkiter
Brewmaster33
MuertaCr1t-
JakiroSaksa
SilencerSneyking
RingmasterWhitemon
Game 2prediction correct11:29
Team Falcons 40%Tundra Esports 60%
The model gave 60% on Tundra Esports — the game was taken by Tundra Esports in 36:35.
Expected value against opponent's pick · 12 mo
TerrorbladeSkiter
BloodseekerCrystallis
PangolierATF
Beastmasterbzm
TimbersawMalr1ne
Doom33
RingmasterCr1t-
MiranaWhitemon
TuskSneyking
MuertaSaksa
Game 3prediction correct7:34
Team Falcons 40%Tundra Esports 60%
The model gave 60% on Tundra Esports — the game was taken by Tundra Esports in 27:31.
Expected value against opponent's pick · 12 mo
TinySkiter
TerrorbladeCrystallis
KunkkaATF
Sand King33
RazorMalr1ne
Pangolierbzm
JakiroCr1t-
Keeper of the LightSaksa
SilencerSneyking
RingmasterWhitemon
Model check result
Model favoriteTundra Esports · 65%
Series resultTundra Esports 1:2
Series predictioncorrect
Accuracy by game2 of 3