?
ESL One Kuala Lumpur 2023. Закрытые квалификации · BO3
result vs prediction
nounswin 2:1
series probability
73%27%
probability at match start · final 2:1
Bammysoyloss 1:2
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.

nouns

Keeper of the Light
Keeper of the Lightsignature
Lelis · 16 games
63%
Techies
Techiessignature
Husky · 15 games
67%
Windranger
Windranger
Gunnar · 11 games
55%
Terrorblade
Terrorbladesignature
YamSun · 10 games
60%
Skywrath Mage
Skywrath Mage
Lelis · 9 games
44%
Clockwerk
Clockwerksignature
Lelis · 8 games
88%
Earth Spirit
Earth Spiritoften banned
Gunnar · 8 games
50%
Naga Siren
Naga Sirensignature
K1 · 8 games
63%

Bammysoy

Nature's Prophet
Nature's Prophetoften banned
BliNcc · 6 games
50%
Tusk
Tusk
Husky · 5 games
80%
Lina
Linaoften banned
Mo13ei · 4 games
25%
Muerta
Muertaoften banned
Sammyboy · 4 games
25%
Bristleback
Bristlebackoften banned
Moo · 3 games
33%
Centaur Warrunner
Centaur Warrunneroften banned
Husky · 3 games
67%
Phoenix
Phoenixoften banned
BliNcc · 3 games
100%
Templar Assassin
Templar Assassinoften banned
Arms · 3 games
67%
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.
Grimstroke
Grimstroke
243 picks · 294 bans
52%
Dark Willow
Dark Willow
242 picks · 111 bans
52%
Vengeful Spirit
Vengeful Spirit
234 picks · 263 bans
52%
Phoenix
Phoenix
209 picks · 275 bans
48%
Treant Protector
Treant Protector
208 picks · 445 bans
62%
Pangolier
Pangolier
204 picks · 423 bans
52%
Earth Spirit
Earth Spirit
184 picks · 281 bans
46%
Earthshaker
Earthshaker
181 picks · 176 bans
60%
Prediction components
Form (series winrate)50% vs 70%
Hero pool strength52% nouns
Head-to-head0 – 0
Model total73% nouns
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 correct34:12
nouns 60%Bammysoy 40%
The model gave 60% on nouns — the game was taken by nouns in 38:36.
Expected value against opponent's pick · 12 mo
Luna
LunaYuma
40% · 45 games43% · 40 games
Wraith KingSammyboy
Wraith King
Spirit Breaker
Spirit BreakerGunnar
50% · 123 games57% · 81 game
BrewmasterMoo
Brewmaster
Invoker
InvokerStormstormer
44% · 86 games53% · 233 games
TuskMo13ei
Tusk
Pugna
PugnaLelis
58% · 100 games50% · 152 games
Shadow DemonBliNcc
Shadow Demon
Treant Protector
Treant ProtectorFly
50% · 256 games48% · 104 games
GrimstrokeHusky
Grimstroke
Game 2prediction missed11:40
nouns 62%Bammysoy 38%
The model gave 62% on nouns — the game was taken by Bammysoy in 37:12.
Expected value against opponent's pick · 12 mo
Morphling
MorphlingYuma
52% · 150 games44% · 64 games
LunaSammyboy
Luna
Spirit Breaker
Spirit BreakerGunnar
50% · 102 games54% · 186 games
Primal BeastMoo
Primal Beast
Earth Spirit
Earth SpiritStormstormer
46% · 96 games55% · 47 games
ZeusMo13ei
Zeus
Pugna
PugnaLelis
56% · 88 games42% · 138 games
Dark WillowBliNcc
Dark Willow
Undying
UndyingFly
54% · 189 games48% · 190 games
Treant ProtectorHusky
Treant Protector
Game 3prediction correct26:26
nouns 63%Bammysoy 37%
The model gave 63% on nouns — the game was taken by nouns in 46:33.
Expected value against opponent's pick · 12 mo
Meepo
MeepoYuma
63% · 4 games50% · 52 games
AlchemistMo13ei
Alchemist
Puck
PuckStormstormer
56% · 118 games49% · 34 games
WeaverSammyboy
Weaver
Spirit Breaker
Spirit BreakerGunnar
53% · 112 games48% · 65 games
TidehunterMoo
Tidehunter
Chen
ChenFly
48% · 31 game43% · 105 games
Dark WillowBliNcc
Dark Willow
Grimstroke
GrimstrokeLelis
49% · 104 games50% · 113 games
TuskHusky
Tusk
Model check result
Model favoritenouns · 73%
Series resultnouns 2:1
Series predictioncorrect
Accuracy by game2 of 3