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Series Predictions
SkillcampEsprit Shonen


FastTree
· free model
Skillcamp57.4%
Esprit Shonen42.6%
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Head-to-Head & Form
SkillcampElo Rating
1500
Tournament Record
2-2
(4-6)
Overall Record
38W - 65L (36.9%)
Current Streak
3L
H2H Win Rate
48.6%
VS
Esprit ShonenElo Rating
1340
Tournament Record
–
Overall Record
52W - 42L (55.3%)
Current Streak
11L
H2H Win Rate
51.4%
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 CompositeElo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
Skillcamp +64
Skillcamp leads this stat - but weighed with the rest of this matchup, it shifts the model toward Esprit Shonen.
Impact
36.6%
Counts for Esprit Shonen
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
Elo Rating
Skillcamp +241 Elo
Impact
13.1%
Skillcamp
3
Win Rate
Esprit Shonen +18.4% WR
Esprit Shonen leads this stat - but weighed with the rest of this matchup, it shifts the model toward Skillcamp.
Impact
8.6%
Counts for Skillcamp
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.
4
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
Skillcamp +30% expected WR
Impact
8.1%
Skillcamp
5
Recent Win RateRecent Win RateWin rate over the last 5 matches - the most direct measure of current form, faster-reacting than season-long stats.
Skillcamp +20% WR
Skillcamp leads this stat - but weighed with the rest of this matchup, it shifts the model toward Esprit Shonen.
Impact
6%
Counts for Esprit Shonen
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.
6
Vision ControlVision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
Skillcamp +436
Impact
4.5%
Skillcamp
7
Team StrengthTeam StrengthA combined team strength signal blending overall win rate, KDA, and gold per minute.
Skillcamp +648
Impact
4.4%
Skillcamp
8
Opponent Avg Elo
Skillcamp +0.141
Impact
4.4%
Skillcamp
9
Early GameEarly GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
Skillcamp +551
Impact
3.8%
Skillcamp
10
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.
Skillcamp +0.141
Impact
3.1%
Skillcamp
Scouting Report
Skillcamp
BLUE
Higher rated overall
Cleaner teamfighting (better KDA)
Better gold generation
Higher damage output
Better vision control
Esprit Shonen
RED
Stronger win record (55%)
Stronger first tower pressure
Better dragon control