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Series Predictions
NONGSHIM RED FORCEDplus KIA


FastTree
· free model
NONGSHIM RED FORCE22.9%
Dplus KIA77.1%
Head-to-Head & Form
Nongshim RedForceElo Rating
1585
Tournament Record
–
Overall Record
99W - 142L (41.1%)
Current Streak
3L
H2H Win Rate
36.6%
VS
Dplus KIAElo Rating
1759
Tournament Record
–
Overall Record
174W - 139L (55.6%)
Current Streak
2L
H2H Win Rate
63.4%
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
Dplus KIA +174 Elo
Impact
33.9%
Dplus KIA
2
Early GameEarly GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
Dplus KIA +179
Dplus KIA leads this stat - but weighed with the rest of this matchup, it shifts the model toward Nongshim RedForce.
Impact
14.7%
Counts for Nongshim RedForce
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
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
Dplus KIA +23.1% expected WR
Impact
12.6%
Dplus KIA
4
Opponent Avg Elo
Dplus KIA +0.021
Impact
8.5%
Dplus KIA
5
Elo CompositeElo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
Dplus KIA +57
Impact
7.2%
Dplus KIA
6
Win Streak
Dplus KIA +1 games
Dplus KIA leads this stat - but weighed with the rest of this matchup, it shifts the model toward Nongshim RedForce.
Impact
4.8%
Counts for Nongshim RedForce
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.
7
Team StrengthTeam StrengthA combined team strength signal blending overall win rate, KDA, and gold per minute.
Dplus KIA +219
Impact
4%
Dplus KIA
8
Vision ControlVision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
Dplus KIA +503
Impact
2.9%
Dplus KIA
9
Recent Win RateRecent Win RateWin rate over the last 5 matches - the most direct measure of current form, faster-reacting than season-long stats.
Nongshim RedForce +0% WR
Nongshim RedForce leads this stat - but weighed with the rest of this matchup, it shifts the model toward Dplus KIA.
Impact
2.4%
Counts for Dplus KIA
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
Dplus KIA +14.5% WR
Impact
2.4%
Dplus KIA
Scouting Report
Nongshim RedForce
BLUE
Higher damage output
Dplus KIA
RED
Higher rated overall
Stronger win record (56%)
Cleaner teamfighting (better KDA)
Better dragon control