?
DreamLeague Season 28 · BO2
result vs prediction
Team Liquidwin 2:0
series probability
96%4%
probability at match start · final 2:0
Yakult Brothersloss 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.

Team Liquid

Tusk
Tusk
Boxi · 38 games
58%
Puck
Pucksignature
Nisha · 29 games
62%
Snapfire
Snapfire
Boxi · 28 games
46%
Kez
Kezoften banned
miCKe · 23 games
57%
Storm Spirit
Storm Spiritoften banned
Nisha · 22 games
45%
Batrider
Batridersignature
Boxi · 21 game
62%
Shadow Demon
Shadow Demonsignature
Boxi · 20 games
70%
Windranger
Windrangersignature
Boxi · 20 games
60%

Yakult Brothers

Storm Spirit
Storm Spiritoften banned
Emo · 30 games
53%
Disruptor
Disruptorsignature
Poloson · 28 games
71%
Puck
Puckoften banned
Emo · 26 games
50%
Jakiro
Jakirooften banned
天命 · 23 games
30%
Batrider
Batrideroften banned
BoBoKa · 20 games
35%
Dragon Knight
Dragon Knightoften banned
flyfly · 20 games
40%
Leshrac
Leshrac
Moon · 19 games
53%
Mars
Marsoften banned
zeal · 19 games
37%
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.
Jakiro
Jakiro
619 picks · 959 bans
51%
Tusk
Tusk
512 picks · 429 bans
48%
Centaur Warrunner
Centaur Warrunner
459 picks · 625 bans
56%
Shadow Demon
Shadow Demon
433 picks · 981 bans
55%
Tiny
Tiny
425 picks · 466 bans
47%
Dragon Knight
Dragon Knight
420 picks · 515 bans
48%
Warlock
Warlock
418 picks · 256 bans
47%
Ember Spirit
Ember Spirit
393 picks · 661 bans
59%
Prediction components
Form (series winrate)62% vs 34%
Hero pool strength57% Team Liquid
Head-to-head4 – 2
Model total96% 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 correct26:12
Team Liquid 85%Yakult Brothers 15%
The model gave 85% on Team Liquid — the game was taken by Team Liquid in 26:59.
Expected value against opponent's pick · 12 mo
Shadow Fiend
Shadow FiendmiCKe
52% · 152 games51% · 25 games
LinaMoon
Lina
Underlord
UnderlordAce
51% · 136 games48% · 182 games
Leshracflyfly
Leshrac
Slardar
SlardarNisha
49% · 190 games50% · 148 games
Dark SeerYang
Dark Seer
Shadow Demon
Shadow DemontOfu
56% · 214 games49% · 463 games
Jakiro天命
Jakiro
Marci
MarciBoxi
47% · 144 games44% · 18 games
Earth SpiritBoBoKa
Earth Spirit
Game 2prediction correct24:18
Team Liquid 84%Yakult Brothers 16%
The model gave 84% on Team Liquid — the game was taken by Team Liquid in 34:05.
Expected value against opponent's pick · 12 mo
Dragon Knight
Dragon KnightmiCKe
56% · 284 games39% · 44 games
LinaMoon
Lina
Huskar
HuskarNisha
57% · 76 games49% · 123 games
Morphlingflyfly
Morphling
Tidehunter
TidehunterAce
48% · 177 games51% · 358 games
Centaur WarrunnerYang
Centaur Warrunner
Spirit Breaker
Spirit BreakerBoxi
53% · 66 games50% · 188 games
Chen天命
Chen
Shadow Demon
Shadow DemontOfu
52% · 227 games42% · 117 games
ClockwerkBoBoKa
Clockwerk
Model check result
Model favoriteTeam Liquid · 96%
Series resultTeam Liquid 2:0
Series predictioncorrect
Accuracy by game2 of 2