DreamLeague Season 21 · BO2
result vs predictionseries probability
74%26%
probability at match start · final 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.
Tundra Esports
Enchantressoften banned
Sneyking · 35 games
Doomoften banned
33 · 30 games
Pangoliersignature
Nine · 29 games
Snapfiresignature
Saksa · 26 games
Techiessignature
Sneyking · 26 games
Beastmastersignature
33 · 25 games
Miranasignature
Sneyking · 23 games
Dragon Knightsignature
Nine · 20 games
Shopify Rebellion
Beastmastersignature
SabeRLight- · 23 games
Doomsignature
SabeRLight- · 23 games
Undyingsignature
Fly · 22 games
Rubick
Cr1t- · 21 game
Storm Spiritsignature
Abed · 21 game
Enchantresssignature
Fly · 20 games
Miranasignature
Cr1t- · 20 games
Ember Spiritsignature
Abed · 17 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
376 picks · 185 bans
Ember Spirit
295 picks · 414 bans
Undying
248 picks · 424 bans
Batrider
232 picks · 366 bans
Storm Spirit
232 picks · 380 bans
Techies
229 picks · 181 bans
Morphling
224 picks · 420 bans
Pangolier
222 picks · 436 bans
Prediction components
Form (series winrate)33% vs 17%
Hero pool strength50% Tundra Esports
Head-to-head3 – 2
Model total74% Tundra Esports
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 missed21:46
Tundra Esports 65%Shopify Rebellion 35%
The model gave 65% on Tundra Esports — the game was taken by Shopify Rebellion in 50:06.
Expected value against opponent's pick · 12 mo
Naga SirenSkiter
AlchemistArteezy
KunkkaTopson
Earth SpiritAbed
Sand King33
DawnbreakerSabeRLight-
Nature's ProphetSneyking
GrimstrokeFly
Shadow DemonNine
HoodwinkCr1t-
Game 2prediction missed30:43
Tundra Esports 63%Shopify Rebellion 37%
The model gave 63% on Tundra Esports — the game was taken by Shopify Rebellion in 1:03:12.
Expected value against opponent's pick · 12 mo
SlarkSkiter
SvenArteezy
Omniknight33
Storm SpiritAbed
EarthshakerTopson
AxeSabeRLight-
RubickNine
GrimstrokeCr1t-
Shadow DemonSneyking
Ancient ApparitionFly
Model check result
Model favoriteTundra Esports · 74%
Series resultShopify Rebellion 0:2
Series predictionmissed
Accuracy by game0 of 2