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Series Predictions
NONGSHIM RED FORCEDplus KIA


FastTree
· free model
NONGSHIM RED FORCE29.9%
Dplus KIA70.1%
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Head-to-Head & Form
Nongshim RedForceElo Rating
1585
Tournament Record
–
Overall Record
99W - 142L (41.1%)
Current Streak
3L
H2H Win Rate
37.4%
VS
Dplus KIAElo Rating
1788
Tournament Record
–
Overall Record
178W - 142L (55.6%)
Current Streak
3L
H2H Win Rate
62.6%
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
Dplus KIA +202 Elo
Impact
24%
Dplus KIA
2
Early GameEarly GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
Dplus KIA +62
Dplus KIA leads this stat - but weighed with the rest of this matchup, it shifts the model toward Nongshim RedForce.
Impact
22.6%
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 +26.2% expected WR
Impact
11.7%
Dplus KIA
4
Head-to-Head History
Dplus KIA +25.2% WR
Impact
6%
Dplus KIA
5
Elo CompositeElo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
Dplus KIA +64
Impact
5.6%
Dplus KIA
6
Combat PowerCombat PowerA combined combat signal blending damage to champions, damage per minute, and teamfight power.
Nongshim RedForce +150
Impact
5.6%
Nongshim RedForce
7
Upset RateUpset RateHow often this team wins as the Elo underdog - captures clutch factor / ability to beat stronger teams.
Dplus KIA +8.7%
Impact
5%
Dplus KIA
8
Opponent Avg Elo
Dplus KIA +0.032
Impact
4.9%
Dplus KIA
9
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.
Dplus KIA +0.032
Impact
4.6%
Dplus KIA
10
Win Rate
Dplus KIA +14.5% WR
Impact
3.7%
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 vision control
Better dragon control