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Dota 2 Champions League 2021 Season 5 · BO3
result vs prediction
Khanloss 0:2
series probability
42%58%
probability at match start · final 0:2
NoMarciwin 2:0
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.

Khan

Tidehunter
Tidehunteroften banned
pJonn · 14 games
29%
Mars
Marsoften banned
chshrct · 13 games
54%
Batrider
Batrideroften banned
pJonn · 11 games
45%
Bane
Bane
antoha · 9 games
22%
Morphling
Morphlingoften banned
layme · 9 games
33%
Terrorblade
Terrorbladesignature
layme · 9 games
67%
Tiny
Tinysignature
Dodren · 9 games
67%
Ember Spirit
Ember Spiritsignature
Dodren · 8 games
63%

NoMarci

Mars
Marssignature
Noticed · 8 games
63%
Void Spirit
Void Spiritsignature
Dodren · 6 games
67%
Snapfire
Snapfire
forcemajor · 5 games
40%
Abaddon
Abaddonoften banned
SoNNeikO · 4 games
50%
Disruptor
Disruptor
SoNNeikO · 4 games
0%
Ember Spirit
Ember Spiritoften banned
Dodren · 4 games
50%
Tidehunter
Tidehunteroften banned
Noticed · 4 games
0%
Bane
Bane
SoNNeikO · 3 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
267 picks · 349 bans
48%
Tidehunter
Tidehunter
262 picks · 387 bans
47%
Monkey King
Monkey King
253 picks · 589 bans
61%
Lion
Lion
227 picks · 104 bans
52%
Void Spirit
Void Spirit
223 picks · 250 bans
48%
Bane
Bane
220 picks · 145 bans
60%
Pangolier
Pangolier
217 picks · 267 bans
50%
Lina
Lina
216 picks · 460 bans
55%
Prediction components
Form (series winrate)46% vs 50%
Hero pool strength52% NoMarci
Head-to-head0 – 0
Model total58% NoMarci
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 correct5:3
Khan 45%NoMarci 55%
The model gave 55% on NoMarci — the game was taken by NoMarci in 13:15.
Expected value against opponent's pick · 12 mo
Ember Spirit
Ember SpiritPikachu
48% · 189 games57% · 190 games
Wraith KingDaxak
Wraith King
Mars
MarsLastHero-
47% · 426 games56% · 113 games
MagnusNoticed
Magnus
Ursa
Ursalayme
45% · 151 game52% · 364 games
PuckDodren
Puck
Bane
BaneAoharide
55% · 84 games46% · 325 games
LionSoNNeikO
Lion
Grimstroke
Grimstrokegoddam
42% · 269 games54% · 127 games
Weaverforcemajor
Weaver
Game 2prediction correct
Khan 42%NoMarci 58%
The model gave 58% on NoMarci — the game was taken by NoMarci.
Model check result
Model favoriteNoMarci · 58%
Series resultNoMarci 0:2
Series predictioncorrect
Accuracy by game2 of 2