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Series Predictions
Nongshim RedForceT1


FastTree
· free model
Nongshim RedForce57.3%
T142.7%
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Head-to-Head & Form
Nongshim RedForceElo Rating
1585
Tournament Record
5-2
(6-5)
Overall Record
99W - 142L (41.1%)
Current Streak
3L
H2H Win Rate
39.7%
VS
T1Elo Rating
1807
Tournament Record
5-3
(8-7)
Overall Record
221W - 137L (61.7%)
Current Streak
3W
H2H Win Rate
60.3%
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
Early GameEarly GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
Nongshim RedForce +5
Impact
41.3%
Nongshim RedForce
2
Team StrengthTeam StrengthA combined team strength signal blending overall win rate, KDA, and gold per minute.
T1 +288
T1 leads this stat - but weighed with the rest of this matchup, it shifts the model toward Nongshim RedForce.
Impact
15.9%
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
Elo Rating
T1 +222 Elo
Impact
15.1%
T1
4
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
T1 +28.2% expected WR
Impact
9.3%
T1
5
Upset RateUpset RateHow often this team wins as the Elo underdog - captures clutch factor / ability to beat stronger teams.
T1 +20.6%
Impact
5.1%
T1
6
Elo CompositeElo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
T1 +57
Impact
3.3%
T1
7
Head-to-Head History
T1 +20.6% WR
Impact
2.8%
T1
8
Opponent Avg Elo
T1 +0.239
Impact
2.2%
T1
9
Vision ControlVision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
T1 +432
Impact
1.8%
T1
Scouting Report
Nongshim RedForce
BLUE
Well-rounded profile
T1
RED
Higher rated overall
Stronger win record (62%)
Cleaner teamfighting (better KDA)
Better dragon control