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1win Series Dota 2 Punch · BO5
result vs prediction
1w Teamloss 1:3
series probability
84%16%
probability at match start · final 1:3
HULIGANIwin 3:1
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.

1w Team

Windranger
Windrangeroften banned
Munkushi~ · 27 games
56%
Batrider
Batrideroften banned
RESPECT · 25 games
48%
Enchantress
Enchantresssignature
RESPECT · 25 games
60%
Pangolier
Pangoliersignature
Chira JUNIOR · 25 games
64%
Beastmaster
Beastmastersignature
Cloud · 24 games
71%
Weaver
Weaveroften banned
swedenstrong · 22 games
59%
Marci
Marcisignature
swedenstrong · 20 games
75%
Monkey King
Monkey Kingsignature
Munkushi~ · 20 games
65%

HULIGANI

Enchantress
Enchantresssignature
Panto · 20 games
65%
Puck
Pucksignature
Mirage · 17 games
65%
Snapfire
Snapfire
OneJey · 17 games
53%
Batrider
Batrideroften banned
Hellscream · 15 games
53%
Morphling
Morphlingoften banned
v1olent- · 14 games
43%
Shadow Fiend
Shadow Fiendoften banned
v1olent- · 14 games
57%
Dark Willow
Dark Willow
OneJey · 13 games
54%
Storm Spirit
Storm Spiritsignature
Mirage · 13 games
69%
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.
Tusk
Tusk
489 picks · 649 bans
50%
Clockwerk
Clockwerk
455 picks · 523 bans
53%
Pangolier
Pangolier
386 picks · 568 bans
48%
Dark Willow
Dark Willow
378 picks · 189 bans
50%
Batrider
Batrider
353 picks · 392 bans
50%
Muerta
Muerta
335 picks · 256 bans
51%
Invoker
Invoker
328 picks · 907 bans
50%
Beastmaster
Beastmaster
321 picks · 664 bans
52%
Prediction components
Form (series winrate)63% vs 42%
Hero pool strength54% 1w Team
Head-to-head4 – 2
Model total84% 1w Team
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 missed14:34
1w Team 70%HULIGANI 30%
The model gave 70% on 1w Team — the game was taken by HULIGANI in 42:32.
Expected value against opponent's pick · 12 mo
Invoker
Invokerdualrazee
54% · 159 games40% · 67 games
Razorv1olent-
Razor
Medusa
MedusaMunkushi~
51% · 117 games54% · 168 games
TinyMirage
Tiny
Tidehunter
TidehunterCloud
42% · 84 games49% · 139 games
BeastmasterAlberkaaa
Beastmaster
Nyx Assassin
Nyx Assassinswedenstrong
50% · 107 games60% · 98 games
ChenMalady
Chen
Lich
LichRESPECT
55% · 64 games42% · 59 games
Linaqueezy
Lina
Game 2prediction correct50:21
1w Team 69%HULIGANI 31%
The model gave 69% on 1w Team — the game was taken by 1w Team in 59:19.
Expected value against opponent's pick · 12 mo
Morphling
MorphlingMunkushi~
44% · 252 games54% · 118 games
LinaMirage
Lina
Pangolier
Pangolierdualrazee
42% · 291 game56% · 199 games
Alchemistv1olent-
Alchemist
Dawnbreaker
DawnbreakerCloud
44% · 83 games55% · 72 games
TidehunterAlberkaaa
Tidehunter
Muerta
Muertaswedenstrong
48% · 109 games48% · 352 games
Batriderqueezy
Batrider
Ogre Magi
Ogre MagiRESPECT
56% · 61 game57% · 55 games
LichMalady
Lich
Game 3prediction missed18:29
1w Team 72%HULIGANI 28%
The model gave 72% on 1w Team — the game was taken by HULIGANI in 37:32.
Expected value against opponent's pick · 12 mo
Terrorblade
TerrorbladeMunkushi~
49% · 91 game53% · 181 game
Alchemistv1olent-
Alchemist
Queen of Pain
Queen of Paindualrazee
44% · 73 games46% · 153 games
Primal BeastAlberkaaa
Primal Beast
Dawnbreaker
DawnbreakerCloud
49% · 78 games56% · 128 games
InvokerMirage
Invoker
Lion
Lionswedenstrong
48% · 184 games57% · 60 games
Nyx Assassinqueezy
Nyx Assassin
Pugna
PugnaRESPECT
47% · 129 games49% · 33 games
Winter WyvernMalady
Winter Wyvern
Game 4prediction missed25:38
1w Team 72%HULIGANI 28%
The model gave 72% on 1w Team — the game was taken by HULIGANI in 51:25.
Expected value against opponent's pick · 12 mo
Ursa
UrsaMunkushi~
42% · 110 games56% · 80 games
SniperMirage
Sniper
Invoker
Invokerdualrazee
48% · 173 games56% · 172 games
Alchemistv1olent-
Alchemist
Visage
VisageCloud
41% · 96 games46% · 101 game
Linaqueezy
Lina
Tiny
Tinyswedenstrong
50% · 339 games51% · 234 games
MarsAlberkaaa
Mars
Pugna
PugnaRESPECT
50% · 141 game58% · 272 games
ClockwerkMalady
Clockwerk
Model check result
Model favorite1w Team · 84%
Series resultHULIGANI 1:3
Series predictionmissed
Accuracy by game1 of 4