?
GAMERS GALAXY: Invitational Series Dubai 2022 · BO1
result vs prediction
Team Spiritloss 0:1
series probability
64%36%
probability at match start · final 0:1
Tundra Esportswin 1:0
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 Spirit

Bane
Banesignature
Miposhka · 29 games
83%
Ember Spirit
Ember Spiritsignature
TORONTOTOKYO · 17 games
76%
Mars
Marssignature
Collapse · 17 games
65%
Tidehunter
Tidehuntersignature
Collapse · 14 games
71%
Weaver
Weaversignature
Mira · 13 games
77%
Lion
Lionsignature
Mira · 12 games
67%
Snapfire
Snapfiresignature
Mira · 12 games
67%
Io
Iosignature
Mira · 11 games
64%

Tundra Esports

Bane
Banesignature
Fata · 16 games
75%
Wraith King
Wraith Kingsignature
Skiter · 13 games
77%
Gyrocopter
Gyrocopter
Fata · 11 games
55%
Queen of Pain
Queen of Painsignature
Nine · 11 games
82%
Doom
Doomsignature
33 · 10 games
60%
Spirit Breaker
Spirit Breakersignature
Sneyking · 9 games
67%
Weaver
Weaversignature
Sneyking · 9 games
67%
Dark Seer
Dark Seersignature
33 · 8 games
88%
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.
Bane
Bane
543 picks · 363 bans
58%
Queen of Pain
Queen of Pain
472 picks · 574 bans
52%
Mars
Mars
439 picks · 589 bans
53%
Weaver
Weaver
417 picks · 734 bans
53%
Kunkka
Kunkka
350 picks · 538 bans
53%
Spirit Breaker
Spirit Breaker
343 picks · 574 bans
53%
Snapfire
Snapfire
334 picks · 170 bans
46%
Wraith King
Wraith King
281 picks · 354 bans
55%
Prediction components
Form (series winrate)79% vs 62%
Hero pool strength54% Team Spirit
Head-to-head3 – 2
Model total64% 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 missed21:34
Team Spirit 64%Tundra Esports 36%
The model gave 64% on Team Spirit — the game was taken by Tundra Esports in 40:59.
Expected value against opponent's pick · 12 mo
Ember Spirit
Ember SpiritYatoro
53% · 147 games39% · 36 games
Chaos KnightSkiter
Chaos Knight
Queen of Pain
Queen of PainTORONTOTOKYO
51% · 136 games55% · 231 game
InvokerNine
Invoker
Centaur Warrunner
Centaur WarrunnerCollapse
47% · 85 games45% · 109 games
Sand King33
Sand King
Rubick
RubickRodjER
61% · 116 games42% · 136 games
HoodwinkSaksa
Hoodwink
Bane
BaneMiposhka
58% · 185 games46% · 157 games
Shadow DemonSneyking
Shadow Demon
Model check result
Model favoriteTeam Spirit · 64%
Series resultTundra Esports 0:1
Series predictionmissed
Accuracy by game0 of 1