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The International 2022 · BO3
result vs prediction
Team Secretloss 1:2
series probability
54%46%
probability at match start · final 1:2
Tundra Esportswin 2:1
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 Secret

Chen
Chensignature
Puppey · 21 game
62%
Tusk
Tusksignature
Zayac · 19 games
79%
Razor
Razoroften banned
Crystallis · 18 games
44%
Marci
Marcisignature
Zayac · 17 games
71%
Monkey King
Monkey Kingsignature
Crystallis · 16 games
75%
Clockwerk
Clockwerksignature
Puppey · 15 games
60%
Dawnbreaker
Dawnbreakersignature
Crystallis · 15 games
67%
Nyx Assassin
Nyx Assassinsignature
Zayac · 14 games
93%

Tundra Esports

Doom
Doomsignature
33 · 28 games
64%
Chaos Knight
Chaos Knightsignature
Skiter · 24 games
71%
Visage
Visagesignature
33 · 21 game
81%
Tiny
Tinysignature
Saksa · 18 games
72%
Beastmaster
Beastmastersignature
33 · 17 games
71%
Pangolier
Pangoliersignature
Nine · 16 games
75%
Grimstroke
Grimstrokesignature
Sneyking · 13 games
85%
Snapfire
Snapfiresignature
Saksa · 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.
Tiny
Tiny
453 picks · 333 bans
51%
Marci
Marci
447 picks · 643 bans
54%
Undying
Undying
320 picks · 532 bans
55%
Death Prophet
Death Prophet
268 picks · 428 bans
47%
Enigma
Enigma
262 picks · 819 bans
58%
Pangolier
Pangolier
258 picks · 359 bans
54%
Puck
Puck
246 picks · 572 bans
54%
Snapfire
Snapfire
242 picks · 122 bans
49%
Prediction components
Form (series winrate)54% vs 41%
Hero pool strength53% Tundra Esports
Head-to-head2 – 5
Model total54% Team Secret
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 missed35:47
Team Secret 50%Tundra Esports 50%
The model gave 50% on Team Secret — the game was taken by Tundra Esports in 1:07:06.
Expected value against opponent's pick · 12 mo
Monkey King
Monkey KingCrystallis
41% · 222 games52% · 81 game
Outworld DestroyerNine
Outworld Destroyer
Ember Spirit
Ember SpiritNisha
48% · 253 games47% · 63 games
Broodmother33
Broodmother
Magnus
MagnusResolut1on
55% · 19 games50% · 355 games
TinySaksa
Tiny
Disruptor
DisruptorPuppey
52% · 108 games57% · 201 game
MiranaSneyking
Mirana
Tusk
TuskZayac
52% · 144 games52% · 46 games
Naga SirenSkiter
Naga Siren
Game 2prediction correct40:25
Team Secret 51%Tundra Esports 49%
The model gave 51% on Team Secret — the game was taken by Team Secret in 44:52.
Expected value against opponent's pick · 12 mo
Dawnbreaker
DawnbreakerResolut1on
46% · 133 games49% · 134 games
TerrorbladeSkiter
Terrorblade
Drow Ranger
Drow RangerCrystallis
49% · 41 game50% · 52 games
Primal BeastNine
Primal Beast
Pangolier
PangolierNisha
52% · 158 games49% · 102 games
Visage33
Visage
Silencer
SilencerPuppey
49% · 57 games50% · 173 games
ClockwerkSaksa
Clockwerk
Nyx Assassin
Nyx AssassinZayac
56% · 118 games50% · 46 games
Crystal MaidenSneyking
Crystal Maiden
Game 3prediction correct13:38
Team Secret 50%Tundra Esports 50%
The model gave 50% on Tundra Esports — the game was taken by Tundra Esports in 35:39.
Expected value against opponent's pick · 12 mo
Zeus
ZeusNisha
47% · 170 games52% · 67 games
Chaos KnightSkiter
Chaos Knight
Gyrocopter
GyrocopterCrystallis
43% · 93 games58% · 111 games
TuskNine
Tusk
Dawnbreaker
DawnbreakerResolut1on
45% · 261 game57% · 142 games
Enigma33
Enigma
Crystal Maiden
Crystal MaidenPuppey
49% · 81 game50% · 316 games
TinySaksa
Tiny
Earth Spirit
Earth SpiritZayac
50% · 108 games49% · 77 games
MiranaSneyking
Mirana
Model check result
Model favoriteTeam Secret · 54%
Series resultTundra Esports 1:2
Series predictionmissed
Accuracy by game2 of 3