Aug 13, 05:00·Bo3
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Series Predictions
kt ChallengersNS Challengers
FastTree
· free model
Uncertain
kt Challengers50.6%
NS Challengers49.4%
Head-to-Head & Form
KT ChallengersElo Rating
1462
Tournament Record
–
Overall Record
78W - 32L (70.9%)
Current Streak
2L
H2H Win Rate
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VS
Nongshim Esports AcademyElo Rating
1436
Tournament Record
–
Overall Record
58W - 41L (58.6%)
Current Streak
1W
H2H Win Rate
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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
Win Streak
Nongshim Esports Academy +3 games
Impact
48.4%
Nongshim Esports Academy
2
Win Rate
KT Challengers +12.3% WR
Impact
22.1%
KT Challengers
3
Expected Win Rate
Expected Win RateThe model's expected win probability based on Elo difference alone.
KT Challengers +5.6% expected WR
Impact
15.7%
KT Challengers
4
Elo Rating
KT Challengers +39 Elo
Impact
4.9%
KT Challengers
5
Elo Composite
Elo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
KT Challengers +23
Impact
3.9%
KT Challengers
6
Team Strength
Team StrengthA combined team strength signal blending overall win rate, KDA, and gold per minute.
KT Challengers +137
Impact
2.8%
KT Challengers
7
Objective Control
Objective ControlA combined objective control signal blending dragons, heralds, and barons taken per game.
Nongshim Esports Academy +44
Nongshim Esports Academy leads this stat - but weighed with the rest of this matchup, it shifts the model toward KT Challengers.
Impact
2.3%
Counts for KT 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.
Scouting Report
KT Challengers
BLUE
Higher rated overall
Stronger win record (71%)
Better dragon control
Nongshim Esports Academy
RED
Well-rounded profile