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Dota Pro Circuit 2021/2022 — ЮВА · BO3
result vs prediction
496 Gamingloss 1:2
series probability
18%82%
probability at match start · final 1:2
Ragdollwin 2:1
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.

496 Gaming

Winter Wyvern
Winter Wyvernoften banned
Bombi · 4 games
25%
Grimstroke
Grimstroke
Bombi · 3 games
33%
Nyx Assassin
Nyx Assassinoften banned
NARMAN · 3 games
67%
Clockwerk
Clockwerk
Bombi · 2 games
0%
Earth Spirit
Earth Spirit
NARMAN · 2 games
50%
Leshrac
Leshracoften banned
xsilearn · 2 games
0%
Mars
Marsoften banned
Red · 2 games
0%
Snapfire
Snapfire
Bombi · 2 games
0%

Ragdoll

Terrorblade
Terrorbladesignature
vtFαded · 6 games
67%
Queen of Pain
Queen of Painoften banned
Ahjit · 4 games
75%
Lion
Lion
Yif · 3 games
67%
Mars
Marsoften banned
Gy · 3 games
33%
Timbersaw
Timbersawoften banned
Gy · 3 games
100%
Bane
Bane
Azrael · 2 games
100%
Clockwerk
Clockwerk
Azrael · 2 games
100%
Death Prophet
Death Prophetoften banned
Gy · 2 games
100%
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.
Mars
Mars
363 picks · 534 bans
49%
Bane
Bane
326 picks · 247 bans
59%
Snapfire
Snapfire
322 picks · 196 bans
47%
Weaver
Weaver
309 picks · 683 bans
55%
Monkey King
Monkey King
262 picks · 751 bans
57%
Tidehunter
Tidehunter
246 picks · 398 bans
46%
Disruptor
Disruptor
235 picks · 150 bans
51%
Ember Spirit
Ember Spirit
230 picks · 323 bans
58%
Prediction components
Form (series winrate)29% vs 73%
Hero pool strength61% Ragdoll
Head-to-head0 – 0
Model total82% Ragdoll
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 missed27:15
496 Gaming 30%Ragdoll 70%
The model gave 70% on Ragdoll — the game was taken by 496 Gaming in 27:33.
Expected value against opponent's pick · 12 mo
Anti-Mage
Anti-MageGhost
46% · 39 games47% · 52 games
Drow RangervtFαded
Drow Ranger
Ember Spirit
Ember Spiritxsilearn
53% · 148 games56% · 137 games
Queen of PainAhjit
Queen of Pain
Mars
MarsRed
50% · 299 games47% · 94 games
Legion CommanderGy
Legion Commander
Grimstroke
GrimstrokeOhaiyo
46% · 168 games53% · 381 game
LionYif
Lion
Dark Willow
Dark WillowBombi
46% · 118 games53% · 108 games
UndyingAzrael
Undying
Game 2prediction correct7:34
496 Gaming 30%Ragdoll 70%
The model gave 70% on Ragdoll — the game was taken by Ragdoll in 23:26.
Expected value against opponent's pick · 12 mo
Phantom Assassin
Phantom AssassinGhost
44% · 93 games48% · 42 games
Drow RangervtFαded
Drow Ranger
Razor
Razorxsilearn
58% · 89 games50% · 125 games
KunkkaAhjit
Kunkka
Mars
MarsRed
43% · 302 games50% · 232 games
PangolierGy
Pangolier
Dark Willow
Dark WillowBombi
51% · 96 games52% · 142 games
WeaverYif
Weaver
Undying
UndyingOhaiyo
44% · 48 games60% · 87 games
Ogre MagiAzrael
Ogre Magi
Game 3prediction correct22:53
496 Gaming 30%Ragdoll 70%
The model gave 70% on Ragdoll — the game was taken by Ragdoll in 40:46.
Expected value against opponent's pick · 12 mo
Phantom Assassin
Phantom AssassinGhost
41% · 92 games60% · 124 games
Queen of PainAhjit
Queen of Pain
Puck
Puckxsilearn
54% · 174 games52% · 52 games
Drow RangervtFαded
Drow Ranger
Mars
MarsRed
43% · 299 games56% · 102 games
Ogre MagiAzrael
Ogre Magi
Dark Willow
Dark WillowBombi
45% · 91 game51% · 266 games
PangolierGy
Pangolier
Undying
UndyingOhaiyo
43% · 52 games52% · 164 games
WeaverYif
Weaver
Model check result
Model favoriteRagdoll · 82%
Series resultRagdoll 1:2
Series predictioncorrect
Accuracy by game2 of 3