DreamLeague Season 21 · BO2
result vs predictionseries probability
79%21%
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.
Gaimin Gladiators
Rubicksignature
tOfu · 46 games
Pangoliersignature
Quinn · 41 game
Enchantresssignature
Seleri · 38 games
Undyingsignature
Seleri · 38 games
Beastmasteroften banned
Ace · 36 games
Disruptorsignature
Seleri · 34 games
Terrorbladesignature
dyrachyo · 34 games
Ember Spiritsignature
Quinn · 31 game
PSG Quest
Rubick
OmaR · 38 games
Shadow Demonsignature
Kaori · 31 game
Techiessignature
OmaR · 25 games
Phoenixsignature
Kaori · 24 games
Silenceroften banned
Kaori · 24 games
Pangoliersignature
No!ob · 21 game
Templar Assassinoften banned
TA2000 · 19 games
Miranasignature
OmaR · 18 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
361 picks · 176 bans
Ember Spirit
273 picks · 382 bans
Storm Spirit
222 picks · 357 bans
Undying
222 picks · 397 bans
Batrider
220 picks · 319 bans
Pangolier
219 picks · 440 bans
Dark Seer
214 picks · 412 bans
Morphling
207 picks · 379 bans
Prediction components
Form (series winrate)57% vs 53%
Hero pool strength52% Gaimin Gladiators
Head-to-head3 – 1
Model total79% 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 correct21:10
Gaimin Gladiators 64%PSG Quest 36%
The model gave 64% on Gaimin Gladiators — the game was taken by Gaimin Gladiators in 32:40.
Expected value against opponent's pick · 12 mo
Gyrocopterdyrachyo
Naga SirenTA2000
Dark SeerAce
PuckNo!ob
Void SpiritQuinn
BeastmasterTobi
Shadow DemontOfu
Dark WillowOmaR
MarciSeleri
Ancient ApparitionKaori
Game 2prediction correct28:15
Gaimin Gladiators 65%PSG Quest 35%
The model gave 65% on Gaimin Gladiators — the game was taken by Gaimin Gladiators in 30:41.
Expected value against opponent's pick · 12 mo
Terrorbladedyrachyo
Phantom LancerTA2000
InvokerQuinn
BeastmasterTobi
Sand KingAce
Earth SpiritNo!ob
Vengeful SpiritSeleri
Shadow DemonKaori
DazzletOfu
RubickOmaR
Model check result
Model favoriteGaimin Gladiators · 79%
Series resultGaimin Gladiators 2:0
Series predictioncorrect
Accuracy by game2 of 2