The International 2023 · BO2
result vs predictionseries probability
26%74%
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.
LGD Gaming
Timbersawoften banned
niu · 23 games
Beastmasteroften banned
niu · 22 games
Techiessignature
pLAnet · 20 games
Keeper of the Lightoften banned
pLAnet · 19 games
Medusasignature
shiro · 19 games
Ember Spiritsignature
NothingToSay · 18 games
Primal Beastsignature
NothingToSay · 18 games
Elder Titansignature
y` · 17 games
Gaimin Gladiators
Rubicksignature
tOfu · 39 games
Pangoliersignature
Quinn · 33 games
Terrorbladesignature
dyrachyo · 33 games
Enchantresssignature
Seleri · 31 game
Undyingsignature
Seleri · 31 game
Beastmasteroften banned
Ace · 29 games
Techiessignature
tOfu · 29 games
Underlordsignature
Ace · 29 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.
Rubick
257 picks · 133 bans
Pangolier
189 picks · 384 bans
Vengeful Spirit
181 picks · 257 bans
Beastmaster
169 picks · 351 bans
Sven
169 picks · 247 bans
Dark Seer
168 picks · 303 bans
Ember Spirit
167 picks · 226 bans
Skywrath Mage
161 picks · 95 bans
Prediction components
Form (series winrate)31% vs 50%
Hero pool strength54% Gaimin Gladiators
Head-to-head1 – 4
Model total74% Gaimin Gladiators
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 missed20:6
LGD Gaming 33%Gaimin Gladiators 67%
The model gave 67% on Gaimin Gladiators — the game was taken by LGD Gaming in 38:44.
Expected value against opponent's pick · 12 mo
Weavershiro
PangolierQuinn
EarthshakerNothingToSay
Svendyrachyo
Centaur Warrunnerniu
BrewmasterAce
Cheny`
MuertatOfu
GrimstrokepLAnet
Treant ProtectorSeleri
Game 2prediction missed31:13
LGD Gaming 34%Gaimin Gladiators 66%
The model gave 66% on Gaimin Gladiators — the game was taken by LGD Gaming in 34:43.
Expected value against opponent's pick · 12 mo
Chaos Knightshiro
Templar AssassinQuinn
Bristlebackniu
Centaur WarrunnerAce
Primal BeastNothingToSay
Lifestealerdyrachyo
MuertapLAnet
Skywrath MagetOfu
Phoenixy`
Vengeful SpiritSeleri
Model check result
Model favoriteGaimin Gladiators · 74%
Series resultLGD Gaming 2:0
Series predictionmissed
Accuracy by game0 of 2