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ESL One Kuala Lumpur 2023. Открытые квалификации · BO3
result vs prediction
B8 Esportsloss 0:2
series probability
34%66%
probability at match start · final 0:2
D2 Hustlerswin 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.

B8 Esports

Rubick
Rubick
CTOMAHEH1 · 11 games
45%
Techies
Techiesoften banned
Lodine · 9 games
33%
Beastmaster
Beastmasteroften banned
Funn1k · 8 games
38%
Batrider
Batrideroften banned
CTOMAHEH1 · 7 games
43%
Ember Spirit
Ember Spiritoften banned
Dendi · 7 games
29%
Skywrath Mage
Skywrath Magesignature
CTOMAHEH1 · 7 games
86%
Windranger
Windranger
StoneBank · 7 games
29%
Bloodseeker
Bloodseekeroften banned
StoneBank · 5 games
40%

D2 Hustlers

No games played over 6 months.
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.
Vengeful Spirit
Vengeful Spirit
218 picks · 272 bans
52%
Grimstroke
Grimstroke
185 picks · 204 bans
53%
Dark Willow
Dark Willow
184 picks · 79 bans
51%
Pangolier
Pangolier
183 picks · 392 bans
53%
Earthshaker
Earthshaker
169 picks · 169 bans
59%
Sven
Sven
169 picks · 248 bans
57%
Earth Spirit
Earth Spirit
155 picks · 250 bans
45%
Phoenix
Phoenix
155 picks · 213 bans
49%
Prediction components
Form (series winrate)62% vs 60%
Hero pool strength51% D2 Hustlers
Head-to-head0 – 0
Model total66% D2 Hustlers
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 correct10:23
B8 Esports 44%D2 Hustlers 56%
The model gave 56% on D2 Hustlers — the game was taken by D2 Hustlers in 38:11.
Expected value against opponent's pick · 12 mo
Faceless Void
Faceless VoidFocus
61% · 64 games48% · 74 games
Naga SirenShad
Naga Siren
Kunkka
KunkkaStoneBank
48% · 74 games61% · 21 game
Lone DruidDavai
Lone Druid
Queen of Pain
Queen of PainDendi
49% · 59 games47% · 65 games
InvokerStojkov
Invoker
Grimstroke
GrimstrokeCTOMAHEH1
48% · 93 games55% · 100 games
Nature's Prophet9Class
Nature's Prophet
Pugna
PugnaMary_y
48% · 64 games43% · 94 games
PhoenixStoic
Phoenix
Game 2prediction correct38:13
B8 Esports 34%D2 Hustlers 66%
The model gave 66% on D2 Hustlers — the game was taken by D2 Hustlers in 31:15.
Model check result
Model favoriteD2 Hustlers · 66%
Series resultD2 Hustlers 0:2
Series predictioncorrect
Accuracy by game2 of 2