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DreamLeague Season 20 · BO2
result vs prediction
Team Asterloss 1:1
series probability
48%52%
probability at match start · final 1:1
9Pandasloss 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.

Team Aster

Beastmaster
Beastmasteroften banned
Xxs · 22 games
59%
Disruptor
Disruptor
Fantasy · 22 games
50%
Enchantress
Enchantresssignature
BoBoKa · 22 games
68%
Storm Spirit
Storm Spiritsignature
Xwy · 21 game
71%
Tiny
Tinysignature
BoBoKa · 21 game
67%
Doom
Doomoften banned
Xxs · 20 games
55%
Ember Spirit
Ember Spiritsignature
Xwy · 19 games
63%
Rubick
Rubick
BoBoKa · 19 games
37%

9Pandas

Techies
Techiesoften banned
Antares · 47 games
60%
Rubick
Rubick
Antares · 38 games
47%
Skywrath Mage
Skywrath Magesignature
Antares · 24 games
63%
Doom
Doomsignature
MieRo · 22 games
68%
Nature's Prophet
Nature's Prophetoften banned
MieRo · 21 game
48%
Tiny
Tinysignature
kiyotaka · 21 game
67%
Disruptor
Disruptor
Solo · 20 games
55%
Enigma
Enigmasignature
MieRo · 20 games
60%
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
Rubick
754 picks · 634 bans
47%
Disruptor
Disruptor
603 picks · 534 bans
54%
Doom
Doom
532 picks · 1046 bans
55%
Beastmaster
Beastmaster
531 picks · 1315 bans
58%
Ember Spirit
Ember Spirit
461 picks · 1176 bans
49%
Pangolier
Pangolier
458 picks · 947 bans
55%
Techies
Techies
443 picks · 459 bans
56%
Mirana
Mirana
439 picks · 225 bans
58%
Prediction components
Form (series winrate)43% vs 48%
Hero pool strength51% Team Aster
Head-to-head0 – 0
Model total52% 9Pandas
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 missed18:8
Team Aster 50%9Pandas 50%
The model gave 50% on 9Pandas — the game was taken by Team Aster in 27:45.
Expected value against opponent's pick · 12 mo
Doom
DoomXxs
49% · 270 games53% · 213 games
Templar Assassinkiyotaka
Templar Assassin
Void Spirit
Void SpiritMonet
55% · 128 games45% · 216 games
TimbersawMieRo
Timbersaw
Snapfire
SnapfireSumaiL
46% · 307 games52% · 38 games
SlardarRAMZES666
Slardar
Keeper of the Light
Keeper of the LightBoBoKa
50% · 134 games47% · 342 games
EnchantressAntares
Enchantress
Mirana
MiranaFantasy
53% · 343 games52% · 373 games
DisruptorSolo
Disruptor
Game 2prediction missed12:31
Team Aster 50%9Pandas 50%
The model gave 50% on Team Aster — the game was taken by 9Pandas in 35:56.
Expected value against opponent's pick · 12 mo
Medusa
MedusaMonet
60% · 149 games48% · 122 games
WindrangerRAMZES666
Windranger
Ember Spirit
Ember SpiritSumaiL
45% · 486 games52% · 284 games
Pangolierkiyotaka
Pangolier
Magnus
MagnusXxs
43% · 226 games54% · 262 games
BeastmasterMieRo
Beastmaster
Venomancer
VenomancerFantasy
49% · 120 games46% · 254 games
BatriderAntares
Batrider
Pugna
PugnaBoBoKa
53% · 149 games50% · 208 games
SilencerSolo
Silencer
Model check result
Model favorite9Pandas · 52%
Accuracy by game0 of 2