DreamLeague Season 21 · BO2
result vs predictionseries probability
86%14%
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.
Team Spirit
Rubick
Mira · 33 games
Storm Spiritoften banned
Larl · 27 games
Lichsignature
Miposhka · 26 games
Beastmastersignature
Collapse · 23 games
Ember Spiritsignature
Larl · 19 games
Batrideroften banned
Collapse · 18 games
Enchantresssignature
Miposhka · 18 games
Disruptorsignature
Miposhka · 17 games
Evil Geniuses
Snapfire
Matthew · 29 games
Primal Beastoften banned
Wisper · 26 games
Rubick
Matthew · 26 games
Monkey Kingoften banned
Pakazs · 25 games
Death Prophetsignature
Chris Luck · 22 games
Skywrath Mage
Panda · 22 games
Batrideroften banned
Chris Luck · 20 games
Doomoften banned
Wisper · 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.
Rubick
373 picks · 181 bans
Ember Spirit
286 picks · 408 bans
Undying
241 picks · 416 bans
Storm Spirit
229 picks · 375 bans
Batrider
228 picks · 357 bans
Pangolier
223 picks · 443 bans
Techies
221 picks · 176 bans
Morphling
219 picks · 411 bans
Prediction components
Form (series winrate)43% vs 22%
Hero pool strength54% Team Spirit
Head-to-head2 – 0
Model total86% Team Spirit
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 correct35:19
Team Spirit 71%Evil Geniuses 29%
The model gave 71% on Team Spirit — the game was taken by Team Spirit in 38:57.
Expected value against opponent's pick · 12 mo
BrewmasterCollapse
MorphlingPakazs
TerrorbladeYatoro
AxeWisper
KunkkaLarl
Legion CommanderChris Luck
WarlockMiposhka
Skywrath MageMatthew
LionMira
Vengeful SpiritPanda
Game 2prediction correct29:20
Team Spirit 72%Evil Geniuses 28%
The model gave 72% on Team Spirit — the game was taken by Team Spirit in 35:50.
Expected value against opponent's pick · 12 mo
Troll WarlordYatoro
BloodseekerPakazs
PangolierLarl
BatriderWisper
Legion CommanderCollapse
EarthshakerChris Luck
EnchantressMiposhka
GrimstrokeMatthew
Skywrath MageMira
WarlockPanda
Model check result
Model favoriteTeam Spirit · 86%
Series resultTeam Spirit 2:0
Series predictioncorrect
Accuracy by game2 of 2