ESL One Summer 2021 · BO3
result vs predictionseries probability
67%33%
probability at match start · final 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.
Nigma Galaxy
Phoenixoften banned
GH · 20 games
Dragon Knightoften banned
MinD_ContRoL · 18 games
Marssignature
MinD_ContRoL · 16 games
Puckoften banned
Miracle- · 16 games
Iooften banned
GH · 14 games
Lionsignature
KuroKy · 13 games
Dark Willowsignature
GH · 10 games
Invokersignature
Miracle- · 10 games
OG
Earth Spiritsignature
Saksa · 8 games
Pucksignature
Topson · 8 games
Alchemistoften banned
Ceb · 7 games
Nature's Prophetoften banned
Ceb · 7 games
Nyx Assassinoften banned
Saksa · 7 games
Clockwerksignature
Saksa · 6 games
Dark Seersignature
Ceb · 6 games
Elder Titan
n0tail · 6 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.
Lion
416 picks · 197 bans
Mars
389 picks · 582 bans
Puck
384 picks · 888 bans
Snapfire
368 picks · 205 bans
Grimstroke
352 picks · 329 bans
Tiny
314 picks · 232 bans
Centaur Warrunner
284 picks · 386 bans
Ancient Apparition
267 picks · 356 bans
Prediction components
Form (series winrate)44% vs 50%
Hero pool strength51% Nigma Galaxy
Head-to-head1 – 1
Model total67% Nigma Galaxy
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 correct32:23
Nigma Galaxy 61%OG 39%
The model gave 61% on Nigma Galaxy — the game was taken by Nigma Galaxy in 41:01.
Expected value against opponent's pick · 12 mo
Anti-MageiLTW
MedusaSumaiL
InvokerMiracle-
BrewmasterCeb
AxeMinD_ContRoL
Void SpiritTopson
WarlockKuroKy
Nyx AssassinSaksa
RubickGH
Ancient Apparitionn0tail
Game 2prediction missed8:36
Nigma Galaxy 64%OG 36%
The model gave 64% on Nigma Galaxy — the game was taken by OG in 30:22.
Expected value against opponent's pick · 12 mo
LunaiLTW
Drow RangerSumaiL
InvokerMiracle-
AxeCeb
TimbersawMinD_ContRoL
HoodwinkTopson
Elder TitanGH
MiranaSaksa
Shadow ShamanKuroKy
Oraclen0tail
Game 3prediction missed43:33
Nigma Galaxy 59%OG 41%
The model gave 59% on Nigma Galaxy — the game was taken by OG in 42:52.
Expected value against opponent's pick · 12 mo
Storm SpiritMiracle-
MedusaSumaiL
AxeiLTW
TimbersawCeb
Winter WyvernGH
HoodwinkTopson
Sand KingMinD_ContRoL
Shadow DemonSaksa
UndyingKuroKy
Marsn0tail
Model check result
Model favoriteNigma Galaxy · 67%
Series resultOG 1:2
Series predictionmissed
Accuracy by game1 of 3