The International 2023 · BO2
result vs predictionseries probability
67%33%
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.
Azure Ray
Batridersignature
天命 · 13 games
Storm Spiritoften banned
Somnus · 11 games
Pangoliersignature
Somnus · 10 games
Pugnasignature
天命 · 10 games
Doomsignature
Chalice · 9 games
Naga Sirensignature
lou · 9 games
Clockwerksignature
fy · 8 games
Silenceroften banned
天命 · 8 games
Thunder Awaken
Medusasignature
Smiling Knight · 8 games
Oraclesignature
Mjz · 8 games
Dark Seersignature
ILICH- · 7 games
Disruptorsignature
Mjz · 7 games
Doomoften banned
ILICH- · 7 games
Beastmastersignature
ILICH- · 6 games
Phoenixoften banned
Mjz · 5 games
Treant Protectoroften banned
Mjz · 5 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
259 picks · 133 bans
Pangolier
200 picks · 411 bans
Vengeful Spirit
198 picks · 263 bans
Sven
178 picks · 254 bans
Beastmaster
172 picks · 362 bans
Dark Seer
169 picks · 315 bans
Skywrath Mage
168 picks · 100 bans
Ember Spirit
167 picks · 227 bans
Prediction components
Form (series winrate)67% vs 50%
Hero pool strength52% Azure Ray
Head-to-head0 – 0
Model total67% Azure Ray
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 correct33:24
Azure Ray 59%Thunder Awaken 41%
The model gave 59% on Azure Ray — the game was taken by Azure Ray in 12:11.
Expected value against opponent's pick · 12 mo
Naga Sirenlou
BristlebackSmiling Knight
Centaur WarrunnerChalice
Spirit BreakerILICH-
Muertafy
Ancient ApparitionMjz
Earth SpiritSomnus
Batrider天命
Game 2prediction correct58:23
Azure Ray 61%Thunder Awaken 39%
The model gave 61% on Azure Ray — the game was taken by Azure Ray in 36:18.
Expected value against opponent's pick · 12 mo
Spectrelou
TerrorbladeSmiling Knight
Outworld DestroyerSomnus
KunkkaILICH-
SilencerChalice
Shadow DemonMjz
Doomfy
Treant Protector天命
Model check result
Model favoriteAzure Ray · 67%
Series resultAzure Ray 2:0
Series predictioncorrect
Accuracy by game2 of 2