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ESL One Kuala Lumpur 2023. Закрытые квалификации · BO3
result vs prediction
Execrationloss 0:2
series probability
53%47%
probability at match start · final 0:2
Geek Famwin 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.

Execration

Beastmaster
Beastmastersignature
Tino- · 14 games
64%
Ember Spirit
Ember Spiritoften banned
Bob · 13 games
38%
Underlord
Underlordsignature
Tino- · 9 games
67%
Doom
Doomoften banned
Tino- · 8 games
38%
Pangolier
Pangolieroften banned
Bob · 7 games
43%
Templar Assassin
Templar Assassinoften banned
Bob · 7 games
57%
Terrorblade
Terrorbladesignature
Palos · 7 games
71%
Broodmother
Broodmotheroften banned
Tino- · 6 games
0%

Geek Fam

Dark Seer
Dark Seersignature
Force · 10 games
70%
Clockwerk
Clockwerk
NARMAN · 7 games
57%
Rubick
Rubicksignature
NARMAN · 7 games
86%
Axe
Axe
Force · 6 games
50%
Pugna
Pugnasignature
Skem · 6 games
83%
Sven
Svensignature
Ulnit · 6 games
67%
Vengeful Spirit
Vengeful Spiritsignature
NARMAN · 6 games
67%
Warlock
Warlock
Skem · 6 games
50%
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
219 picks · 272 bans
52%
Dark Willow
Dark Willow
188 picks · 79 bans
50%
Grimstroke
Grimstroke
187 picks · 209 bans
53%
Pangolier
Pangolier
183 picks · 392 bans
53%
Earthshaker
Earthshaker
169 picks · 170 bans
59%
Sven
Sven
169 picks · 248 bans
57%
Phoenix
Phoenix
159 picks · 216 bans
49%
Earth Spirit
Earth Spirit
158 picks · 251 bans
45%
Prediction components
Form (series winrate)60% vs 67%
Hero pool strength57% Geek Fam
Head-to-head2 – 3
Model total53% Execration
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 missed6:26
Execration 50%Geek Fam 50%
The model gave 50% on Execration — the game was taken by Geek Fam in 32:45.
Expected value against opponent's pick · 12 mo
Monkey King
Monkey KingPalos
57% · 140 games43% · 52 games
Chaos KnightNatsumi
Chaos Knight
Lina
LinaBob
65% · 110 games50% · 72 games
KunkkaMac
Kunkka
Magnus
MagnusTino-
48% · 73 games43% · 199 games
SnapfireSkem
Snapfire
Dark Willow
Dark WillowShanks
53% · 64 games50% · 186 games
ClockwerkJing
Clockwerk
Phoenix
Phoenixcml
40% · 122 games
Game 2prediction missed13:37
Execration 53%Geek Fam 47%
The model gave 53% on Execration — the game was taken by Geek Fam in 34:26.
Expected value against opponent's pick · 12 mo
Weaver
WeaverPalos
52% · 15 games46% · 28 games
Wraith KingNatsumi
Wraith King
Dawnbreaker
DawnbreakerTino-
45% · 43 games44% · 14 games
Lone DruidMac
Lone Druid
Puck
PuckBob
63% · 39 games43% · 78 games
Dark WillowJing
Dark Willow
Shadow Demon
Shadow DemonShanks
49% · 48 games57% · 32 games
Ancient ApparitionSkem
Ancient Apparition
Jakiro
Jakirocml
54% · 7 games
Model check result
Model favoriteExecration · 53%
Series resultGeek Fam 0:2
Series predictionmissed
Accuracy by game0 of 2