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European Pro League Season 40 · BO3
result vs prediction
Yellow Submarinewin 2:0
series probability
91%9%
probability at match start · final 2:0
uralanloss 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.

Yellow Submarine

Ringmaster
Ringmaster
Xakoda · 27 games
59%
Lich
Lichsignature
Xakoda · 26 games
65%
Clockwerk
Clockwerksignature
not me · 16 games
69%
Pangolier
Pangolier
Rain · 16 games
56%
Hoodwink
Hoodwinksignature
not me · 15 games
60%
Tiny
Tinysignature
Shigetsu · 15 games
60%
Batrider
Batrideroften banned
not me · 14 games
50%
Kez
Kezoften banned
Shigetsu · 11 games
45%

uralan

No games played over 6 months.
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.
Hoodwink
Hoodwink
461 picks · 280 bans
51%
Ember Spirit
Ember Spirit
309 picks · 456 bans
57%
Mirana
Mirana
302 picks · 122 bans
53%
Dark Willow
Dark Willow
297 picks · 127 bans
49%
Clockwerk
Clockwerk
286 picks · 262 bans
51%
Centaur Warrunner
Centaur Warrunner
277 picks · 290 bans
54%
Earth Spirit
Earth Spirit
276 picks · 407 bans
53%
Bane
Bane
273 picks · 393 bans
50%
Prediction components
Form (series winrate)50% vs 50%
Hero pool strength55% Yellow Submarine
Head-to-head0 – 0
Model total91% Yellow Submarine
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 correct28:30
Yellow Submarine 78%uralan 22%
The model gave 78% on Yellow Submarine — the game was taken by Yellow Submarine in 54:16.
Expected value against opponent's pick · 12 mo
Lone Druid
Lone DruidShigetsu
53% · 45 games42% · 100 games
Svencutie
Sven
Dark Seer
Dark Seermangekyou
51% · 102 games51% · 111 games
Earth SpiritPanda
Earth Spirit
Puck
PuckRain
46% · 157 games58% · 79 games
EnigmaMiyaoo
Enigma
Ringmaster
RingmasterXakoda
55% · 138 games40% · 173 games
Dark Willowwaveformn
Dark Willow
Nyx Assassin
Nyx Assassinprblms
55% · 43 games59% · 22 games
Oraclemonodrama
Oracle
Game 2prediction correct44:30
Yellow Submarine 77%uralan 23%
The model gave 77% on Yellow Submarine — the game was taken by Yellow Submarine in 43:56.
Expected value against opponent's pick · 12 mo
Timbersaw
Timbersawmangekyou
56% · 203 games50% · 150 games
DawnbreakerMiyaoo
Dawnbreaker
Tiny
TinyShigetsu
47% · 438 games58% · 289 games
Kezcutie
Kez
Ember Spirit
Ember SpiritRain
52% · 409 games48% · 9 games
Outworld DestroyerPanda
Outworld Destroyer
Lich
LichXakoda
43% · 113 games50% · 656 games
Hoodwinkwaveformn
Hoodwink
Dark Willow
Dark Willowprblms
41% · 252 games51% · 311 games
Ringmastermonodrama
Ringmaster
Model check result
Model favoriteYellow Submarine · 91%
Series resultYellow Submarine 2:0
Series predictioncorrect
Accuracy by game2 of 2