ESL One Bangkok 2024. Закрытые квалификации · BO3
result vs predictionseries probability
46%54%
probability at match start · final 0:2
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.
Gaimin Gladiators
Underlordsignature
Ace · 23 games
Broodmothersignature
Ace · 20 games
Chensignature
Seleri · 18 games
Enchantressoften banned
Seleri · 16 games
Invokersignature
Quinn · 15 games
Shadow Demonoften banned
Seleri · 15 games
Chaos Knightsignature
dyrachyo · 14 games
Sniperoften banned
tOfu · 14 games
Team Liquid
Beastmasteroften banned
33 · 26 games
Pangolieroften banned
Nisha · 25 games
Tinysignature
Nisha · 25 games
Razorsignature
miCKe · 21 game
Clockwerkoften banned
iNSaNiA · 20 games
Enchantressoften banned
iNSaNiA · 19 games
Morphlingsignature
miCKe · 19 games
Hoodwink
Boxi · 18 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.
Tusk
445 picks · 591 bans
Clockwerk
383 picks · 404 bans
Pangolier
331 picks · 468 bans
Luna
328 picks · 397 bans
Enchantress
308 picks · 592 bans
Dark Willow
292 picks · 158 bans
Dragon Knight
284 picks · 336 bans
Sand King
267 picks · 785 bans
Prediction components
Form (series winrate)40% vs 49%
Hero pool strength50% Team Liquid
Head-to-head4 – 8
Model total54% Team Liquid
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 correct7:32
Gaimin Gladiators 47%Team Liquid 53%
The model gave 53% on Team Liquid — the game was taken by Team Liquid in 31:34.
Expected value against opponent's pick · 12 mo
Dragon KnightWatson
MagnusmiCKe
Sand KingQuinn
TerrorbladeSabeRLight-
Primal BeastAce
Earth SpiritNisha
EnchantressSeleri
LichiNSaNiA
Dark WillowtOfu
Bounty HunterBoxi
Game 2prediction correct20:34
Gaimin Gladiators 45%Team Liquid 55%
The model gave 55% on Team Liquid — the game was taken by Team Liquid in 38:54.
Expected value against opponent's pick · 12 mo
Dragon KnightWatson
Nature's ProphetmiCKe
TerrorbladeAce
Queen of PainNisha
PhoenixQuinn
Primal BeastSabeRLight-
Shadow DemonSeleri
Dark WillowBoxi
TusktOfu
Elder TitaniNSaNiA
Model check result
Model favoriteTeam Liquid · 54%
Series resultTeam Liquid 0:2
Series predictioncorrect
Accuracy by game2 of 2