Dota 2 Champions League 2021 Season 4 · BO3
result vs predictionseries probability
20%80%
probability at match start · final 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.
B8 Esports
Shadow Demonoften banned
[T]SA · 22 games
Void Spiritoften banned
Dendi · 20 games
Linasignature
[T]SA · 15 games
Monkey Kingoften banned
Watson · 15 games
Magnusoften banned
Limitless · 13 games
Faceless Voidsignature
Yuma · 12 games
Nyx Assassinoften banned
[T]SA · 12 games
Timbersawoften banned
Davai · 10 games
V-Gaming
Lionsignature
ArrOw · 34 games
Treant Protectorsignature
Malady · 22 games
Shadow Demonsignature
ArrOw · 21 game
Linasignature
hAze · 20 games
Puckoften banned
hAze · 17 games
Disruptorsignature
Malady · 16 games
Abaddonoften banned
Malady · 15 games
Axeoften banned
TA2000 · 13 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.
Lion
351 picks · 179 bans
Hoodwink
287 picks · 103 bans
Mars
270 picks · 415 bans
Lina
264 picks · 529 bans
Pangolier
262 picks · 363 bans
Luna
238 picks · 336 bans
Shadow Demon
231 picks · 241 bans
Nyx Assassin
219 picks · 471 bans
Prediction components
Form (series winrate)50% vs 73%
Hero pool strength57% V-Gaming
Head-to-head0 – 2
Model total80% V-Gaming
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 correct10:32
B8 Esports 33%V-Gaming 67%
The model gave 67% on V-Gaming — the game was taken by V-Gaming in 34:36.
Expected value against opponent's pick · 12 mo
MorphlingWatson
Anti-MageTA2000
Nature's ProphetLimitless
NecrophoshAze
Sand KingDendi
Venomancerlaise
Dark Willow[T]SA
Monkey KingArrOw
47% · 20 games
BaneMalady
Game 2prediction missed39:26
B8 Esports 32%V-Gaming 68%
The model gave 68% on V-Gaming — the game was taken by B8 Esports in 35:25.
Expected value against opponent's pick · 12 mo
LinaDendi
Shadow FiendhAze
JuggernautWatson
BloodseekerTA2000
PangolierLimitless
Venomancerlaise
Shadow Demon[T]SA
Monkey KingArrOw
52% · 46 games
Witch DoctorMalady
Game 3prediction missed21:9
B8 Esports 33%V-Gaming 67%
The model gave 67% on V-Gaming — the game was taken by B8 Esports in 24:18.
Expected value against opponent's pick · 12 mo
GyrocopterWatson
BloodseekerTA2000
LycanLimitless
Pangolierlaise
Storm SpiritDendi
TinyhAze
Shadow Demon[T]SA
Dark WillowArrOw
47% · 26 games
Witch DoctorMalady
Model check result
Model favoriteV-Gaming · 80%
Series resultB8 Esports 2:1
Series predictionmissed
Accuracy by game1 of 3