The International 2023 · BO3
result vs predictionseries probability
24%76%
probability at match start · final 0:2
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.
9Pandas
Skywrath Magesignature
Antares · 44 games
Doomsignature
MieRo · 42 games
Alchemistsignature
RAMZES666 · 35 games
Undyingsignature
Solo · 31 game
Beastmasteroften banned
MieRo · 29 games
Storm Spiritsignature
kiyotaka · 28 games
Rubick
Antares · 26 games
Techies
Antares · 24 games
Gaimin Gladiators
Rubicksignature
tOfu · 35 games
Pangoliersignature
Quinn · 33 games
Terrorbladeoften banned
dyrachyo · 31 game
Enchantresssignature
Seleri · 30 games
Techiessignature
tOfu · 29 games
Undyingoften banned
Seleri · 27 games
Underlordsignature
Ace · 26 games
Beastmasteroften banned
Ace · 25 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.
Vengeful Spirit
214 picks · 270 bans
Rubick
207 picks · 102 bans
Pangolier
196 picks · 418 bans
Sven
185 picks · 262 bans
Skywrath Mage
171 picks · 97 bans
Earthshaker
167 picks · 170 bans
Grimstroke
160 picks · 151 bans
Beastmaster
159 picks · 342 bans
Prediction components
Form (series winrate)40% vs 53%
Hero pool strength52% Gaimin Gladiators
Head-to-head2 – 5
Model total76% 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 correct5:20
9Pandas 36%Gaimin Gladiators 64%
The model gave 64% on Gaimin Gladiators — the game was taken by Gaimin Gladiators in 19:39.
Expected value against opponent's pick · 12 mo
WeaverRAMZES666
BristlebackAce
Outworld Destroyerkiyotaka
Chaos Knightdyrachyo
Wraith KingMieRo
KunkkaQuinn
Skywrath MageAntares
ChenSeleri
Treant ProtectorSolo
MuertatOfu
Game 2prediction correct14:29
9Pandas 36%Gaimin Gladiators 64%
The model gave 64% on Gaimin Gladiators — the game was taken by Gaimin Gladiators in 32:37.
Expected value against opponent's pick · 12 mo
SvenRAMZES666
Terrorbladedyrachyo
Spirit Breakerkiyotaka
BristlebackAce
DoomMieRo
Primal BeastQuinn
GrimstrokeAntares
PhoenixSeleri
Treant ProtectorSolo
MuertatOfu
Model check result
Model favoriteGaimin Gladiators · 76%
Series resultGaimin Gladiators 0:2
Series predictioncorrect
Accuracy by game2 of 2