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European Pro League Season 27 · BO3
result vs prediction
Yellow Submarinewin 2:1
series probability
67%33%
probability at match start · final 2:1
TNL DOTAloss 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.

Yellow Submarine

Tiny
Tinyoften banned
re1bl · 14 games
57%
Batrider
Batrideroften banned
mrls · 11 games
55%
Dark Willow
Dark Willowsignature
mrls · 8 games
63%
Muerta
Muertasignature
mrls · 8 games
63%
Timbersaw
Timbersawoften banned
ififall · 8 games
50%
Doom
Doomoften banned
ififall · 7 games
14%
Dawnbreaker
Dawnbreakeroften banned
ififall · 6 games
33%
Dragon Knight
Dragon Knightoften banned
nesfeer · 6 games
33%

TNL DOTA

Dark Willow
Dark Willowsignature
Fernans · 7 games
71%
Kunkka
Kunkkaoften banned
Norma · 7 games
43%
Shadow Fiend
Shadow Fiendoften banned
yowaai · 7 games
57%
Tusk
Tusk
Fernans · 6 games
17%
Dark Seer
Dark Seeroften banned
Norma · 4 games
100%
Naga Siren
Naga Sirenoften banned
flacko · 4 games
100%
Pangolier
Pangolieroften banned
Norma · 4 games
75%
Templar Assassin
Templar Assassinoften banned
yowaai · 4 games
25%
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
Tiny
540 picks · 607 bans
50%
Ringmaster
Ringmaster
486 picks · 244 bans
52%
Shadow Shaman
Shadow Shaman
434 picks · 475 bans
56%
Jakiro
Jakiro
430 picks · 376 bans
46%
Terrorblade
Terrorblade
406 picks · 849 bans
48%
Tusk
Tusk
389 picks · 364 bans
49%
Storm Spirit
Storm Spirit
381 picks · 553 bans
49%
Pangolier
Pangolier
365 picks · 532 bans
49%
Prediction components
Form (series winrate)63% vs 56%
Hero pool strength54% TNL DOTA
Head-to-head0 – 0
Model total67% 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 correct37:23
Yellow Submarine 61%TNL DOTA 39%
The model gave 61% on Yellow Submarine — the game was taken by Yellow Submarine in 44:07.
Expected value against opponent's pick · 12 mo
Muerta
Muertabottega
54% · 285 games45% · 248 games
Puckdualrazee
Puck
Doom
DoomInfernal
58% · 225 games45% · 189 games
DawnbreakerNorma
Dawnbreaker
Void Spirit
Void SpiritMirele
51% · 117 games47% · 159 games
Nature's Prophetyowaai
Nature's Prophet
Naga Siren
Naga SirenXakoda
60% · 114 games49% · 81 game
Undyingflacko
Undying
Shadow Shaman
Shadow Shamanmrls
47% · 181 game45% · 245 games
Dark WillowFernans
Dark Willow
Game 2prediction missed14:40
Yellow Submarine 59%TNL DOTA 41%
The model gave 59% on Yellow Submarine — the game was taken by TNL DOTA in 29:51.
Expected value against opponent's pick · 12 mo
Lina
Linabottega
41% · 121 game61% · 116 games
Templar Assassinyowaai
Templar Assassin
Void Spirit
Void SpiritMirele
47% · 85 games54% · 235 games
Storm Spiritdualrazee
Storm Spirit
Axe
AxeInfernal
45% · 73 games49% · 166 games
Centaur WarrunnerNorma
Centaur Warrunner
Nature's Prophet
Nature's ProphetXakoda
50% · 179 games55% · 185 games
Shadow ShamanFernans
Shadow Shaman
Tusk
Tuskmrls
48% · 337 games52% · 93 games
Undyingflacko
Undying
Game 3prediction correct33:39
Yellow Submarine 61%TNL DOTA 39%
The model gave 61% on Yellow Submarine — the game was taken by Yellow Submarine in 55:22.
Expected value against opponent's pick · 12 mo
Lina
Linabottega
46% · 132 games48% · 287 games
Terrorbladeyowaai
Terrorblade
Ember Spirit
Ember SpiritMirele
47% · 260 games55% · 55 games
Shadow Fienddualrazee
Shadow Fiend
Axe
AxeInfernal
51% · 72 games49% · 77 games
UndyingNorma
Undying
Shadow Shaman
Shadow Shamanmrls
52% · 207 games52% · 186 games
Dark WillowFernans
Dark Willow
Ringmaster
RingmasterXakoda
57% · 180 games46% · 246 games
Tuskflacko
Tusk
Model check result
Model favoriteYellow Submarine · 67%
Series resultYellow Submarine 2:1
Series predictioncorrect
Accuracy by game2 of 3