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Series Predictions
ZYBEsprit Shonen


FastTree
· free model
ZYB44.8%
Esprit Shonen55.2%
Head-to-Head & Form
ZYB EsportElo Rating
1359
Tournament Record
–
Overall Record
11W - 24L (31.4%)
Current Streak
4L
H2H Win Rate
52.4%
VS
Esprit ShonenElo Rating
1340
Tournament Record
–
Overall Record
52W - 42L (55.3%)
Current Streak
11L
H2H Win Rate
47.6%
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
Win Rate
Esprit Shonen +23.9% WR
Impact
24.2%
Esprit Shonen
2
Recent Win Rate
Recent Win RateWin rate over the last 5 matches - the most direct measure of current form, faster-reacting than season-long stats.
ZYB Esport +20% WR
ZYB Esport leads this stat - but weighed with the rest of this matchup, it shifts the model toward Esprit Shonen.
Impact
15.8%
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.
3
Objective Control
Objective ControlA combined objective control signal blending dragons, heralds, and barons taken per game.
Esprit Shonen +163
Impact
13.4%
Esprit Shonen
4
Elo Composite
Elo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
ZYB Esport +8
Impact
6.5%
ZYB Esport
5
Team Strength
Team StrengthA combined team strength signal blending overall win rate, KDA, and gold per minute.
ZYB Esport +107
Impact
6.5%
ZYB Esport
6
Vision Control
Vision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
ZYB Esport +615
Impact
6.4%
ZYB Esport
7
Early Game
Early GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
ZYB Esport +238
Impact
5.9%
ZYB Esport
8
Expected Win Rate
Expected Win RateThe model's expected win probability based on Elo difference alone.
ZYB Esport +4.1% expected WR
Impact
4.8%
ZYB Esport
9
Schedule Strength
Schedule StrengthThe average Elo of opponents this team has faced. A 60% win rate against strong opponents is more impressive than against weak ones.
ZYB Esport +0.26
Impact
4.4%
ZYB Esport
10
Upset Rate
Upset RateHow often this team wins as the Elo underdog - captures clutch factor / ability to beat stronger teams.
ZYB Esport +1.7%
Impact
4.1%
ZYB Esport
Scouting Report
ZYB Esport
BLUE
Higher rated overall
Cleaner teamfighting (better KDA)
Better gold generation
Better vision control
Higher first blood rate
Esprit Shonen
RED
Stronger win record (55%)
Stronger first tower pressure
Better dragon control