DreamLeague Season 21 · BO2
result vs predictionseries probability
30%70%
probability at match start · final 1:1
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
Beastmastersignature
SabeRLight- · 23 games
Doomsignature
SabeRLight- · 23 games
Storm Spiritsignature
Abed · 22 games
Undyingsignature
Fly · 22 games
Enchantresssignature
Fly · 21 game
Rubick
Cr1t- · 21 game
Miranasignature
Cr1t- · 20 games
Ember Spiritsignature
Abed · 17 games
Team Liquid
Rubicksignature
Boxi · 33 games
Ember Spiritsignature
Nisha · 25 games
Iosignature
Boxi · 24 games
Monkey Kingsignature
miCKe · 24 games
Storm Spiritsignature
Nisha · 24 games
Disruptorsignature
iNSaNiA · 22 games
Enchantresssignature
iNSaNiA · 22 games
Pangoliersignature
Nisha · 22 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
373 picks · 181 bans
Ember Spirit
285 picks · 406 bans
Undying
241 picks · 416 bans
Storm Spirit
230 picks · 374 bans
Batrider
229 picks · 353 bans
Pangolier
222 picks · 447 bans
Morphling
220 picks · 407 bans
Techies
219 picks · 175 bans
Prediction components
Form (series winrate)23% vs 50%
Hero pool strength56% Team Liquid
Head-to-head0 – 3
Model total70% Team Liquid
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 correct15:22
Shopify Rebellion 41%Team Liquid 59%
The model gave 59% on Team Liquid — the game was taken by Team Liquid in 39:22.
Expected value against opponent's pick · 12 mo
SvenArteezy
Phantom AssassinmiCKe
BeastmasterSabeRLight-
Brewmasterzai
TimbersawAbed
KunkkaNisha
Shadow DemonFly
JakiroiNSaNiA
HoodwinkCr1t-
Nature's ProphetBoxi
Game 2prediction missed36:17
Shopify Rebellion 40%Team Liquid 60%
The model gave 60% on Team Liquid — the game was taken by Shopify Rebellion in 27:19.
Expected value against opponent's pick · 12 mo
SvenArteezy
GyrocoptermiCKe
Earth SpiritAbed
Lone DruidNisha
DawnbreakerSabeRLight-
Legion Commanderzai
TuskCr1t-
WarlockiNSaNiA
Shadow DemonFly
Dark WillowBoxi
Model check result
Model favoriteTeam Liquid · 70%
Accuracy by game1 of 2