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Dota 2 Champions League 2021 Season 4 · BO3
result vs prediction
V-Gamingloss 1:2
series probability
70%30%
probability at match start · final 1:2
Bramewin 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.

V-Gaming

Lion
Lionsignature
ArrOw · 34 games
68%
Shadow Demon
Shadow Demonsignature
ArrOw · 22 games
73%
Treant Protector
Treant Protectorsignature
Malady · 22 games
82%
Lina
Linasignature
hAze · 21 game
62%
Disruptor
Disruptorsignature
Malady · 18 games
67%
Puck
Puckoften banned
hAze · 17 games
53%
Abaddon
Abaddonoften banned
Malady · 16 games
56%
Bloodseeker
Bloodseekersignature
laise · 14 games
64%

Brame

Lina
Linaoften banned
CTOMAHEH1 · 16 games
50%
Shadow Demon
Shadow Demonoften banned
CTOMAHEH1 · 11 games
55%
Axe
Axesignature
SkyLark · 10 games
60%
Centaur Warrunner
Centaur Warrunneroften banned
SkyLark · 9 games
56%
Lion
Lion
CTOMAHEH1 · 9 games
33%
Puck
Puckoften banned
W1sh- · 9 games
44%
Templar Assassin
Templar Assassinoften banned
W1sh- · 9 games
44%
Beastmaster
Beastmastersignature
SkyLark · 8 games
88%
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
Lion
337 picks · 178 bans
53%
Hoodwink
Hoodwink
285 picks · 101 bans
47%
Mars
Mars
271 picks · 414 bans
49%
Lina
Lina
270 picks · 532 bans
54%
Pangolier
Pangolier
266 picks · 366 bans
50%
Luna
Luna
238 picks · 336 bans
50%
Shadow Demon
Shadow Demon
238 picks · 245 bans
59%
Abaddon
Abaddon
215 picks · 241 bans
54%
Prediction components
Form (series winrate)70% vs 50%
Hero pool strength56% V-Gaming
Head-to-head0 – 0
Model total70% 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.
Model check result
Model favoriteV-Gaming · 70%
Series resultBrame 1:2
Series predictionmissed