ESL One Kuala Lumpur 2023 · BO2
result vs predictionseries probability
32%68%
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.
G2 Invictus Gaming
No games played over 6 months.
Tundra Esports
Doomoften banned
33 · 18 games
Pangoliersignature
Nine · 18 games
Techies
Sneyking · 16 games
Shadow Demon
Sneyking · 14 games
Batrideroften banned
Sneyking · 13 games
Bloodseekeroften banned
Skiter · 13 games
Dark Seeroften banned
33 · 13 games
Enchantress
Aui_2000 · 13 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.
Grimstroke
264 picks · 385 bans
Dark Willow
227 picks · 111 bans
Muerta
219 picks · 316 bans
Treant Protector
215 picks · 458 bans
Phoenix
211 picks · 296 bans
Kunkka
191 picks · 488 bans
Tusk
190 picks · 147 bans
Nature's Prophet
186 picks · 392 bans
Prediction components
Form (series winrate)50% vs 47%
Hero pool strength52% G2 Invictus Gaming
Head-to-head0 – 0
Model total68% Tundra Esports
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 correct13:41
G2 Invictus Gaming 32%Tundra Esports 68%
The model gave 68% on Tundra Esports — the game was taken by Tundra Esports in 44:48.
Game 2prediction correct11:38
G2 Invictus Gaming 32%Tundra Esports 68%
The model gave 68% on Tundra Esports — the game was taken by Tundra Esports in 30:41.
Model check result
Model favoriteTundra Esports · 68%
Series resultTundra Esports 0:2
Series predictioncorrect
Accuracy by game2 of 2