DreamLeague Season 21 · BO2
result vs predictionseries probability
39%61%
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.
Talon Esports
Silencer
Oli · 26 games
Rubick
Oli · 19 games
Morphlingoften banned
23savage · 17 games
Void Spirit
Mikoto · 17 games
Batridersignature
Q · 16 games
Storm Spiritoften banned
Mikoto · 16 games
Techiessignature
Q · 16 games
Windrangeroften banned
Mikoto · 16 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
286 picks · 408 bans
Undying
240 picks · 416 bans
Storm Spirit
231 picks · 374 bans
Batrider
229 picks · 357 bans
Pangolier
223 picks · 440 bans
Techies
221 picks · 177 bans
Morphling
220 picks · 411 bans
Prediction components
Form (series winrate)43% vs 51%
Hero pool strength59% Team Liquid
Head-to-head1 – 5
Model total61% 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 missed35:19
Talon Esports 44%Team Liquid 56%
The model gave 56% on Team Liquid — the game was taken by Talon Esports in 36:57.
Expected value against opponent's pick · 12 mo
BeastmasterJabz
Faceless VoidmiCKe
Razor23savage
InvokerNisha
Earth SpiritMikoto
Tidehunterzai
Nature's ProphetQ
JakiroiNSaNiA
Treant ProtectorOli
PhoenixBoxi
Game 2prediction correct16:45
Talon Esports 44%Team Liquid 56%
The model gave 56% on Team Liquid — the game was taken by Team Liquid in 47:38.
Expected value against opponent's pick · 12 mo
Terrorblade23savage
RazormiCKe
DoomJabz
Templar AssassinNisha
KunkkaMikoto
Earth Spiritzai
BatriderQ
Treant ProtectoriNSaNiA
PhoenixOli
OracleBoxi
Model check result
Model favoriteTeam Liquid · 61%
Accuracy by game1 of 2