CDPlayoffs

Vivo Keyd Stars Academy vs Estral Esports - CD

Vivo Keyd Stars Academy Vivo Keyd Stars Academy2-2
VS
4-0Estral Esports Estral Esports
Sep 2, 20:00·Bo5

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Series Predictions
Vivo Keyd Stars Academy
Estral Esports
FastTree · free model
Vivo Keyd Stars Academy12.7% Estral Esports87.3%
Head-to-Head & Form
Vivo Keyd Stars Academy
Elo Rating 1477
Tournament Record 2-2 (5-7)
Overall Record 62W - 44L (58.5%)
Current Streak 1L
H2H Win Rate 26.4%
VS
Estral Esports
Elo Rating 1652
Tournament Record 4-0 (10-0)
Overall Record 44W - 14L (75.9%)
Current Streak 19W
H2H Win Rate 73.6%
Main Prediction Drivers
Impact = how much this feature shifts the model's win probability. The value below each name is how much better the favored team is on that feature.
1
Elo Rating
Estral Esports +263 Elo
Impact 36.8%
Estral Esports
2
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
Estral Esports +32% expected WR
Impact 18.8%
Estral Esports
3
Upset RateUpset RateHow often this team wins as the Elo underdog - captures clutch factor / ability to beat stronger teams.
Estral Esports +22.9%
Impact 11%
Estral Esports
4
Opponent Avg Elo
Vivo Keyd Stars Academy +0.077
Impact 9.9%
Vivo Keyd Stars Academy
5
Team StrengthTeam StrengthA combined team strength signal blending overall win rate, KDA, and gold per minute.
Estral Esports +1197
Impact 6.6%
Estral Esports
6
Head-to-Head History
Estral Esports +47.2% WR
Impact 4.9%
Estral Esports
7
Early GameEarly GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
Estral Esports +855
Impact 4.6%
Estral Esports
8
Vision ControlVision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
Vivo Keyd Stars Academy +684
Impact 2.7%
Vivo Keyd Stars Academy
9
History Depth
Vivo Keyd Stars Academy +0.033
Vivo Keyd Stars Academy leads this stat - but weighed with the rest of this matchup, it shifts the model toward Estral Esports.
Impact 2%
Counts for Estral Esports The model weighs every driver together rather than one at a time. A team can lead a single stat here and still see the full matchup point the other way - this row is being outweighed by the rest of the picture, not ignored.
10
Objective ControlObjective ControlA combined objective control signal blending dragons, heralds, and barons taken per game.
Estral Esports +527
Impact 1.8%
Estral Esports
Scouting Report
Vivo Keyd Stars Academy BLUE
Better vision control
Estral Esports RED
Higher rated overall
Stronger win record (76%)
Cleaner teamfighting (better KDA)
Better gold generation
Higher damage output