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DreamLeague Season 22 · BO3
result vs prediction
Shopify Rebellionloss 0:2
series probability
26%74%
probability at match start · final 0:2
Team Spiritwin 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.

Shopify Rebellion

Lion
Lionsignature
Thiolicor · 17 games
65%
Centaur Warrunner
Centaur Warrunneroften banned
SabeRLight- · 16 games
50%
Pangolier
Pangoliersignature
Yopaj · 15 games
67%
Kunkka
Kunkkaoften banned
SabeRLight- · 14 games
50%
Mars
Marssignature
SabeRLight- · 13 games
62%
Sven
Sven
Arteezy · 12 games
50%
Vengeful Spirit
Vengeful Spirit
Cr1t- · 12 games
58%
Batrider
Batridersignature
Thiolicor · 11 games
64%

Team Spirit

Grimstroke
Grimstrokesignature
Miposhka · 18 games
78%
Kunkka
Kunkkasignature
Larl · 18 games
67%
Enchantress
Enchantresssignature
Miposhka · 14 games
79%
Puck
Pucksignature
Larl · 14 games
79%
Shadow Demon
Shadow Demonsignature
Mira · 14 games
64%
Lion
Lionsignature
Mira · 11 games
64%
Tiny
Tiny
Larl · 11 games
55%
Vengeful Spirit
Vengeful Spiritsignature
Miposhka · 11 games
91%
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.
Lion
Lion
372 picks · 338 bans
53%
Vengeful Spirit
Vengeful Spirit
334 picks · 318 bans
51%
Centaur Warrunner
Centaur Warrunner
321 picks · 472 bans
56%
Mars
Mars
293 picks · 397 bans
55%
Techies
Techies
279 picks · 195 bans
55%
Hoodwink
Hoodwink
275 picks · 148 bans
52%
Pangolier
Pangolier
269 picks · 403 bans
51%
Batrider
Batrider
265 picks · 465 bans
56%
Prediction components
Form (series winrate)63% vs 43%
Hero pool strength55% Team Spirit
Head-to-head0 – 4
Model total74% 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 correct11:20
Shopify Rebellion 37%Team Spirit 63%
The model gave 63% on Team Spirit — the game was taken by Team Spirit in 30:36.
Expected value against opponent's pick · 12 mo
Alchemist
AlchemistArteezy
49% · 164 games50% · 143 games
TerrorbladeYatoro
Terrorblade
Puck
PuckYopaj
58% · 174 games47% · 66 games
LeshracLarl
Leshrac
Timbersaw
TimbersawSabeRLight-
53% · 168 games52% · 171 game
Centaur WarrunnerCollapse
Centaur Warrunner
Hoodwink
HoodwinkThiolicor
46% · 103 games44% · 129 games
UndyingMiposhka
Undying
48% · 100 games
GrimstrokeMira
Grimstroke
Game 2prediction correct23:36
Shopify Rebellion 36%Team Spirit 64%
The model gave 64% on Team Spirit — the game was taken by Team Spirit in 43:58.
Expected value against opponent's pick · 12 mo
Terrorblade
TerrorbladeArteezy
47% · 150 games50% · 63 games
Phantom LancerYatoro
Phantom Lancer
Timbersaw
TimbersawYopaj
45% · 185 games53% · 188 games
PuckLarl
Puck
Centaur Warrunner
Centaur WarrunnerSabeRLight-
49% · 186 games58% · 162 games
MarsCollapse
Mars
Techies
TechiesThiolicor
47% · 248 games52% · 212 games
LionMiposhka
Lion
52% · 144 games
ClockwerkMira
Clockwerk
Model check result
Model favoriteTeam Spirit · 74%
Series resultTeam Spirit 0:2
Series predictioncorrect
Accuracy by game2 of 2