Dota 2 Champions League 2021 Season 4 · BO3
result vs predictionseries probability
77%23%
probability at match start · final 1:2
Qqwerty44win 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.
Nemiga Gaming
Marsoften banned
TheChosenOne · 27 games
Shadow Demonoften banned
Heaven · 26 games
Pangolieroften banned
Ainkrad · 21 game
Abaddonoften banned
Lodine · 19 games
Dark Willow
Heaven · 18 games
Hoodwink
Heaven · 17 games
Tinyoften banned
Ainkrad · 17 games
Linasignature
Heaven · 15 games
qwerty44
Invokeroften banned
USHUSHUSH · 10 games
Disruptor
Fezor · 6 games
Bane
Fezor · 5 games
Bloodseekeroften banned
Kom4rt · 4 games
Lunaoften banned
Kom4rt · 4 games
Phantom Lanceroften banned
Kom4rt · 4 games
Clinkzoften banned
Kom4rt · 3 games
Enchantressoften banned
Fezor · 3 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
286 picks · 103 bans
Mars
269 picks · 412 bans
Lina
262 picks · 527 bans
Pangolier
261 picks · 360 bans
Luna
237 picks · 335 bans
Shadow Demon
230 picks · 240 bans
Nyx Assassin
219 picks · 471 bans
Prediction components
Form (series winrate)48% vs 22%
Hero pool strength64% Nemiga Gaming
Head-to-head1 – 0
Model total77% 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 correct39:30
Nemiga Gaming 64%qwerty44 36%
The model gave 64% on Nemiga Gaming — the game was taken by Nemiga Gaming in 37:48.
Expected value against opponent's pick · 12 mo
SlarkKiritych
MedusaKom4rt
TidehunterTheChosenOne
Storm SpiritUSHUSHUSH
BatriderAinkrad
Treant ProtectorFezor
TinyHeaven
HoodwinkLodine
Game 2prediction missed26:44
Nemiga Gaming 68%qwerty44 32%
The model gave 68% on Nemiga Gaming — the game was taken by qwerty44 in 53:08.
Expected value against opponent's pick · 12 mo
SvenKiritych
LifestealerShigetsu
LeshracAinkrad
Storm SpiritUSHUSHUSH
SlardarTheChosenOne
DisruptorFezor
Dark WillowHeaven
OmniknightLodine
Game 3prediction missed22:54
Nemiga Gaming 69%qwerty44 31%
The model gave 69% on Nemiga Gaming — the game was taken by qwerty44 in 38:17.
Expected value against opponent's pick · 12 mo
TerrorbladeKiritych
SlarkShigetsu
BatriderAinkrad
LinaUSHUSHUSH
Vengeful SpiritTheChosenOne
DisruptorFezor
Shadow DemonHeaven
Treant ProtectorLodine
Model check result
Model favoriteNemiga Gaming · 77%
Series resultqwerty44 1:2
Series predictionmissed
Accuracy by game1 of 3