Sep 22, 07:00·Bo1
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Series Predictions
CTBC Flying Oyster Academykt Challengers
FastTree
· free model
CTBC Flying Oyster Academy25.0%
kt Challengers75.0%
Head-to-Head & Form
CFO AcademyElo Rating
1656
Tournament Record
–
Overall Record
49W - 48L (50.5%)
Current Streak
2L
H2H Win Rate
---
VS
KT Rolster ChallengersElo Rating
1490
Tournament Record
–
Overall Record
141W - 80L (63.8%)
Current Streak
1L
H2H Win Rate
---
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
Team StrengthTeam StrengthA combined team strength signal blending overall win rate, KDA, and gold per minute.
KT Rolster Challengers +81
Impact
28.4%
KT Rolster Challengers
2
Elo CompositeElo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
CFO Academy +76
CFO Academy leads this stat - but weighed with the rest of this matchup, it shifts the model toward KT Rolster Challengers.
Impact
10.6%
Counts for KT Rolster Challengers
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.
3
Early GameEarly GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
CFO Academy +381
CFO Academy leads this stat - but weighed with the rest of this matchup, it shifts the model toward KT Rolster Challengers.
Impact
10.1%
Counts for KT Rolster Challengers
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.
4
Upset RateUpset RateHow often this team wins as the Elo underdog - captures clutch factor / ability to beat stronger teams.
KT Rolster Challengers +12.8%
Impact
8.7%
KT Rolster Challengers
5
Elo Rating
CFO Academy +248 Elo
Impact
8.5%
CFO Academy
6
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
CFO Academy +30.7% expected WR
Impact
8.3%
CFO Academy
7
Objective ControlObjective ControlA combined objective control signal blending dragons, heralds, and barons taken per game.
KT Rolster Challengers +312
Impact
8.2%
KT Rolster Challengers
8
Win Streak
KT Rolster Challengers +1 games
Impact
4.2%
KT Rolster Challengers
9
Head-to-Head History
CFO Academy +0% WR
CFO Academy leads this stat - but weighed with the rest of this matchup, it shifts the model toward KT Rolster Challengers.
Impact
4%
Counts for KT Rolster Challengers
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
Win Rate
KT Rolster Challengers +13.3% WR
KT Rolster Challengers leads this stat - but weighed with the rest of this matchup, it shifts the model toward CFO Academy.
Impact
2.4%
Counts for CFO Academy
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.
Scouting Report
CFO Academy
BLUE
Higher rated overall
Cleaner teamfighting (better KDA)
Stronger early game (gold lead at 15)
KT Rolster Challengers
RED
Stronger win record (64%)
Higher first blood rate
Better dragon control