Sep 22, 07:00·Bo1
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Series Predictions
CTBC Flying Oyster Academykt Challengers
FastTree
· free model
CTBC Flying Oyster Academy30.9%
kt Challengers69.1%
Head-to-Head & Form
CFO AcademyElo Rating
1701
Tournament Record
–
Overall Record
49W - 46L (51.6%)
Current Streak
1W
H2H Win Rate
---
VS
KT Rolster ChallengersElo Rating
1487
Tournament Record
–
Overall Record
140W - 79L (63.9%)
Current Streak
3L
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.
CFO Academy +22
CFO Academy leads this stat - but weighed with the rest of this matchup, it shifts the model toward KT Rolster Challengers.
Impact
27%
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.
2
Win Rate
KT Rolster Challengers +12.3% WR
Impact
20.2%
KT Rolster Challengers
3
Elo Rating
CFO Academy +321 Elo
Impact
12.2%
CFO Academy
4
Upset RateUpset RateHow often this team wins as the Elo underdog - captures clutch factor / ability to beat stronger teams.
KT Rolster Challengers +13.9%
Impact
10.3%
KT Rolster Challengers
5
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
CFO Academy +36.4% expected WR
Impact
8.7%
CFO Academy
6
Objective ControlObjective ControlA combined objective control signal blending dragons, heralds, and barons taken per game.
KT Rolster Challengers +304
Impact
5.5%
KT Rolster Challengers
7
Early GameEarly GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
CFO Academy +443
CFO Academy leads this stat - but weighed with the rest of this matchup, it shifts the model toward KT Rolster Challengers.
Impact
3.4%
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.
8
Schedule StrengthSchedule StrengthThe average Elo of opponents this team has faced. A 60% win rate against strong opponents is more impressive than against weak ones.
CFO Academy +0.682
Impact
3.4%
CFO Academy
9
Win Streak
CFO Academy +4 games
Impact
2.3%
CFO Academy
10
Vision ControlVision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
KT Rolster Challengers +261
Impact
2.1%
KT Rolster Challengers
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