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BTS Pro Series Season 12: Америка · BO2
result vs prediction
Team DogChamploss 0:2
series probability
35%65%
probability at match start · final 0:2
Ravenswin 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.

Team DogChamp

Bane
Banesignature
Bloody Nine · 15 games
60%
Mars
Marsoften banned
lukiluki · 12 games
33%
Keeper of the Light
Keeper of the Lightoften banned
yarintheslayer · 11 games
55%
Tiny
Tinysignature
Ryoya · 10 games
70%
Winter Wyvern
Winter Wyvernoften banned
yarintheslayer · 8 games
50%
Death Prophet
Death Prophetoften banned
Fayde · 7 games
57%
Marci
Marcisignature
yarintheslayer · 7 games
71%
Medusa
Medusaoften banned
StoneBank · 7 games
57%

Ravens

Tiny
Tinysignature
d1smar · 11 games
64%
Visage
Visagesignature
Benjaz · 9 games
78%
Beastmaster
Beastmastersignature
Benjaz · 7 games
100%
Monkey King
Monkey Kingoften banned
DaaD- · 7 games
57%
Doom
Doomsignature
d1smar · 6 games
100%
Enchantress
Enchantresssignature
Cara · 6 games
100%
Invoker
Invokeroften banned
Ñengoflow KELOKE · 5 games
100%
Rubick
Rubick
d1smar · 5 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.
Tiny
Tiny
623 picks · 484 bans
53%
Marci
Marci
462 picks · 681 bans
53%
Dawnbreaker
Dawnbreaker
399 picks · 563 bans
44%
Puck
Puck
392 picks · 842 bans
54%
Winter Wyvern
Winter Wyvern
321 picks · 404 bans
55%
Death Prophet
Death Prophet
299 picks · 480 bans
51%
Zeus
Zeus
274 picks · 360 bans
44%
Dazzle
Dazzle
263 picks · 164 bans
53%
Prediction components
Form (series winrate)45% vs 53%
Hero pool strength59% Ravens
Head-to-head0 – 0
Model total65% Ravens
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 correct11:23
Team DogChamp 40%Ravens 60%
The model gave 60% on Ravens — the game was taken by Ravens in 30:13.
Expected value against opponent's pick · 12 mo
Monkey King
Monkey KingStoneBank
52% · 206 games54% · 187 games
LunaDaaD-
Luna
Invoker
InvokerRCY
48% · 159 games55% · 204 games
BeastmasterBenjaz
Beastmaster
Tidehunter
TidehunterITALIANO GANGSTA
44% · 169 games44% · 262 games
Void SpiritÑengoflow KELOKE
Void Spirit
Keeper of the Light
Keeper of the Lightyarintheslayer
46% · 107 games48% · 157 games
Skywrath Maged1smar
Skywrath Mage
Snapfire
SnapfireBloody Nine
46% · 292 games64% · 123 games
UndyingCara
Undying
Game 2prediction correct35:55
Team DogChamp 41%Ravens 59%
The model gave 59% on Ravens — the game was taken by Ravens in 47:43.
Expected value against opponent's pick · 12 mo
Ursa
UrsaStoneBank
50% · 63 games53% · 220 games
KunkkaDaaD-
Kunkka
Batrider
BatriderRCY
52% · 109 games44% · 29 games
SlarkÑengoflow KELOKE
Slark
Enigma
EnigmaITALIANO GANGSTA
53% · 96 games54% · 116 games
VisageBenjaz
Visage
Tiny
Tinyyarintheslayer
48% · 314 games46% · 275 games
Marcid1smar
Marci
Enchantress
EnchantressBloody Nine
45% · 137 games51% · 79 games
Crystal MaidenCara
Crystal Maiden
Model check result
Model favoriteRavens · 65%
Series resultRavens 0:2
Series predictioncorrect
Accuracy by game2 of 2