ESL One Fall 2021. Закрытая квалификация · BO3
result vs predictionseries probability
46%54%
probability at match start · final 2:1
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
Hoodwinksignature
sayuw · 16 games
Invokersignature
kiyotaka · 16 games
Timbersawoften banned
Petushara · 11 games
Linasignature
kiyotaka · 8 games
Lunasignature
Smiling Knight · 8 games
Shadow Shaman
sayuw · 7 games
Tusk
sayuw · 7 games
V-Gaming
Lionsignature
ArrOw · 19 games
Abaddonoften banned
Malady · 12 games
Linasignature
hAze · 12 games
Viperoften banned
hAze · 12 games
Dragon Knightoften banned
laise · 11 games
Puckoften banned
hAze · 11 games
Timbersawsignature
laise · 9 games
Marssignature
laise · 8 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
437 picks · 177 bans
Hoodwink
326 picks · 125 bans
Nyx Assassin
319 picks · 624 bans
Puck
311 picks · 688 bans
Ancient Apparition
307 picks · 475 bans
Mars
295 picks · 526 bans
Dragon Knight
270 picks · 342 bans
Lina
263 picks · 359 bans
Prediction components
Form (series winrate)78% vs 68%
Hero pool strength51% Team Empire
Head-to-head2 – 0
Model total54% V-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 correct19:9
Team Empire 50%V-Gaming 50%
The model gave 50% on Team Empire — the game was taken by Team Empire in 37:19.
Expected value against opponent's pick · 12 mo
Lunadyrachyo
AxeTA2000
TimbersawShachlo
PuckhAze
Invokerkiyotaka
Brewmasterlaise
Treant ProtectorVANSKOR
Shadow DemonArrOw
Hoodwinksayuw
AbaddonMalady
Game 2prediction correct9:22
Team Empire 48%V-Gaming 52%
The model gave 52% on V-Gaming — the game was taken by V-Gaming in 35:51.
Expected value against opponent's pick · 12 mo
Lunadyrachyo
InvokerhAze
Void Spiritkiyotaka
AxeTA2000
TidehunterShachlo
Timbersawlaise
Hoodwinksayuw
Treant ProtectorMalady
Ancient ApparitionVANSKOR
LionArrOw
Game 3prediction missed24:17
Team Empire 48%V-Gaming 52%
The model gave 52% on V-Gaming — the game was taken by Team Empire in 56:22.
Expected value against opponent's pick · 12 mo
Templar Assassinkiyotaka
TerrorbladeTA2000
Ursadyrachyo
Timbersawlaise
Keeper of the Lightsayuw
Death ProphethAze
BrewmasterShachlo
Treant ProtectorMalady
HoodwinkVANSKOR
Dark WillowArrOw
Model check result
Model favoriteV-Gaming · 54%
Series resultTeam Empire 2:1
Series predictionmissed
Accuracy by game2 of 3