Dota 2 Champions League 2021 Season 2 · BO3
result vs predictionseries probability
59%41%
probability at match start · final 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.
Nemiga Gaming
Marssignature
Ainkrad · 20 games
Pangolieroften banned
Ainkrad · 12 games
Troll Warlordoften banned
Kiritych · 12 games
Oracleoften banned
Lodine · 11 games
Lion
Lodine · 10 games
Dark Willow
Hellscream · 9 games
Grimstrokesignature
Lodine · 8 games
Ursaoften banned
tatakae · 7 games
Fantastic Five
Dark Willowsignature
Muka · 11 games
Void Spiritoften banned
Askold · 10 games
Ancient Apparitionsignature
633 · 8 games
Puckoften banned
Askold · 8 games
Grimstroke
633 · 7 games
Underlordoften banned
SuperNova · 6 games
Earth Spirit
Muka · 4 games
Linaoften banned
Muka · 4 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
459 picks · 181 bans
Snapfire
362 picks · 201 bans
Mars
348 picks · 556 bans
Puck
329 picks · 825 bans
Ancient Apparition
318 picks · 478 bans
Nyx Assassin
308 picks · 611 bans
Tiny
305 picks · 243 bans
Enchantress
287 picks · 363 bans
Prediction components
Form (series winrate)59% vs 62%
Hero pool strength50% Nemiga Gaming
Head-to-head3 – 2
Model total59% Nemiga 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 correct49:27
Nemiga Gaming 56%Fantastic Five 44%
The model gave 56% on Nemiga Gaming — the game was taken by Nemiga Gaming in 46:19.
Expected value against opponent's pick · 12 mo
SvenKiritych
LinaAskold
InvokerAinkrad
AxeActor
Keeper of the LightLodine
MiranaMuka
HoodwinkHeaven
Dazzle633
PangolierTheChosenOne
Game 2prediction correct38:59
Nemiga Gaming 57%Fantastic Five 43%
The model gave 57% on Nemiga Gaming — the game was taken by Nemiga Gaming in 51:48.
Expected value against opponent's pick · 12 mo
BristlebackKiritych
BroodmotherActor
AxeTheChosenOne
InvokerAskold
DoomAinkrad
Earth SpiritMuka
Ancient ApparitionLodine
Winter Wyvern633
MiranaHeaven
Model check result
Model favoriteNemiga Gaming · 59%
Series resultNemiga Gaming 2:0
Series predictioncorrect
Accuracy by game2 of 2