European Pro League Season 21 · BO3
result vs predictionseries probability
40%60%
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.
Dragon Esports
Pangolieroften banned
dualrazee · 29 games
Beastmasteroften banned
Infernal · 22 games
Morphlingoften banned
lil pleb · 22 games
Tuskoften banned
Mary_y · 21 game
Gyrocopteroften banned
paw · 17 games
Invokeroften banned
dualrazee · 16 games
Medusaoften banned
lil pleb · 16 games
Phoenix
Mary_y · 15 games
Passion UA
Hoodwink
Fernans · 30 games
Tuskoften banned
flacko · 26 games
Batrideroften banned
Fernans · 22 games
Morphlingoften banned
yowaai · 21 game
Timbersawsignature
Batyuk · 21 game
Pangolieroften banned
niche · 19 games
Ember Spiritoften banned
niche · 17 games
Enchantressoften banned
flacko · 16 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.
Tusk
511 picks · 686 bans
Clockwerk
430 picks · 491 bans
Pangolier
371 picks · 536 bans
Luna
356 picks · 457 bans
Dark Willow
354 picks · 183 bans
Dragon Knight
330 picks · 495 bans
Enchantress
327 picks · 635 bans
Batrider
320 picks · 328 bans
Prediction components
Form (series winrate)60% vs 55%
Hero pool strength50% Passion UA
Head-to-head1 – 0
Model total60% Passion UA
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 missed42:30
Dragon Esports 46%Passion UA 54%
The model gave 54% on Passion UA — the game was taken by Dragon Esports in 42:09.
Expected value against opponent's pick · 12 mo
Drow Rangerlil pleb
DoomBatyuk
Earth SpiritPanda
Clinkzyowaai
BeastmasterInfernal
Sand Kingniche
Phoenixxsvampire
SnapfireFernans
Elder TitanMary_y
Tuskflacko
Game 2prediction correct27:26
Dragon Esports 44%Passion UA 56%
The model gave 56% on Passion UA — the game was taken by Passion UA in 45:08.
Expected value against opponent's pick · 12 mo
Alchemistlil pleb
Void Spiritniche
InvokerPanda
TerrorbladeBatyuk
TidehunterInfernal
Ursayowaai
Dark Willowxsvampire
MarciFernans
PhoenixMary_y
Shadow Demonflacko
Game 3prediction correct31:33
Dragon Esports 45%Passion UA 55%
The model gave 55% on Passion UA — the game was taken by Passion UA in 59:55.
Expected value against opponent's pick · 12 mo
Spectrelil pleb
Linaniche
Death ProphetInfernal
Drow Rangeryowaai
MorphlingPanda
BrewmasterBatyuk
Nyx Assassinxsvampire
BatriderFernans
PugnaMary_y
Elder Titanflacko
Model check result
Model favoritePassion UA · 60%
Series resultPassion UA 1:2
Series predictioncorrect
Accuracy by game2 of 3