DreamLeague Season 23 · BO2
result vs predictionseries probability
31%69%
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.
Shopify Rebellion
Pangoliersignature
Yopaj · 22 games
Marsoften banned
SabeRLight- · 20 games
Centaur Warrunnersignature
SabeRLight- · 19 games
Lionsignature
Thiolicor · 19 games
Batrideroften banned
Thiolicor · 14 games
Kunkkaoften banned
SabeRLight- · 13 games
Templar Assassinsignature
Yopaj · 12 games
Rubicksignature
Thiolicor · 11 games
Tundra Esports
Techiessignature
9Class · 43 games
Rubicksignature
9Class · 36 games
Centaur Warrunnersignature
Tobi · 28 games
Lunasignature
Pure~ · 26 games
Brewmastersignature
Tobi · 23 games
Morphlingoften banned
Pure~ · 22 games
Snipersignature
Topson · 21 game
Clockwerksignature
Whitemon · 20 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.
Crystal Maiden
481 picks · 215 bans
Tiny
437 picks · 636 bans
Batrider
415 picks · 733 bans
Centaur Warrunner
397 picks · 567 bans
Gyrocopter
396 picks · 352 bans
Rubick
394 picks · 164 bans
Pangolier
368 picks · 770 bans
Mars
334 picks · 557 bans
Prediction components
Form (series winrate)38% vs 47%
Hero pool strength56% Tundra Esports
Head-to-head1 – 2
Model total69% Tundra Esports
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 correct16:34
Shopify Rebellion 39%Tundra Esports 61%
The model gave 61% on Tundra Esports — the game was taken by Tundra Esports in 45:39.
Expected value against opponent's pick · 12 mo
Naga SirenArteezy
BristlebackPure~
Templar AssassinYopaj
SniperTopson
Centaur WarrunnerSabeRLight-
KunkkaRAMZES666
MiranaSkem
TechiesWhitemon
50% · 180 games
Shadow Demon9Class
Game 2prediction correct18:32
Shopify Rebellion 41%Tundra Esports 59%
The model gave 59% on Tundra Esports — the game was taken by Tundra Esports in 37:46.
Expected value against opponent's pick · 12 mo
GyrocopterArteezy
HuskarPure~
Primal BeastYopaj
Nature's ProphetTopson
KunkkaSabeRLight-
SlardarRAMZES666
BaneSkem
Muerta9Class
43% · 155 games
TechiesWhitemon
Model check result
Model favoriteTundra Esports · 69%
Series resultTundra Esports 0:2
Series predictioncorrect
Accuracy by game2 of 2