ESL One Fall 2021. Закрытая квалификация · BO3
result vs predictionseries probability
46%54%
probability at match start · final 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.
Team Empire
Enchantresssignature
VANSKOR · 16 games
Invokersignature
kiyotaka · 15 games
Hoodwinksignature
sayuw · 11 games
Timbersawoften banned
Petushara · 11 games
Linasignature
kiyotaka · 8 games
Lunasignature
Smiling Knight · 7 games
Shadow Shaman
sayuw · 7 games
Tusk
sayuw · 7 games
Nemiga Gaming
Marsoften banned
TheChosenOne · 22 games
Shadow Demonoften banned
Heaven · 17 games
Hoodwink
Heaven · 14 games
Pangoliersignature
Ainkrad · 14 games
Abaddonoften banned
Lodine · 12 games
Lion
Lodine · 12 games
Dark Willow
Heaven · 11 games
Troll Warlordsignature
Kiritych · 10 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
429 picks · 175 bans
Nyx Assassin
312 picks · 621 bans
Ancient Apparition
309 picks · 477 bans
Puck
304 picks · 692 bans
Hoodwink
295 picks · 121 bans
Mars
287 picks · 517 bans
Lina
262 picks · 345 bans
Dragon Knight
261 picks · 329 bans
Prediction components
Form (series winrate)75% vs 63%
Hero pool strength55% Team Empire
Head-to-head1 – 0
Model total54% Nemiga Gaming
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 missed29:7
Team Empire 48%Nemiga Gaming 52%
The model gave 52% on Nemiga Gaming — the game was taken by Team Empire in 27:20.
Expected value against opponent's pick · 12 mo
Faceless Voiddyrachyo
LunaKiritych
Puckkiyotaka
DoomTheChosenOne
Dark SeerShachlo
Void SpiritAinkrad
Clockwerksayuw
Shadow DemonHeaven
HoodwinkVANSKOR
Nyx AssassinLodine
Game 2prediction missed33:7
Team Empire 48%Nemiga Gaming 52%
The model gave 52% on Nemiga Gaming — the game was taken by Team Empire in 29:42.
Expected value against opponent's pick · 12 mo
Templar Assassinkiyotaka
TerrorbladeKiritych
Chaos Knightdyrachyo
AxeTheChosenOne
BrewmasterShachlo
InvokerAinkrad
Keeper of the Lightsayuw
EnchantressHeaven
HoodwinkVANSKOR
ClockwerkLodine
Model check result
Model favoriteNemiga Gaming · 54%
Series resultTeam Empire 2:0
Series predictionmissed
Accuracy by game0 of 2