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Series Predictions
CFO AcademyTop Esports


FastTree
· free model
CFO Academy22.1%
Top Esports77.9%
Head-to-Head & Form
CFO AcademyElo Rating
1701
Tournament Record
–
Overall Record
49W - 46L (51.6%)
Current Streak
1W
H2H Win Rate
---
VS
Top EsportsElo Rating
1621
Tournament Record
–
Overall Record
187W - 132L (58.6%)
Current Streak
1L
H2H Win Rate
---
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
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.
CFO Academy +20% WR
CFO Academy leads this stat - but weighed with the rest of this matchup, it shifts the model toward Top Esports.
Impact
32%
Counts for Top Esports
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
Win Rate
Top Esports +7% WR
Impact
23.5%
Top Esports
3
Vision Control
Vision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
Top Esports +490
Impact
12.5%
Top Esports
4
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.
Top Esports +0.021
Impact
8.7%
Top Esports
5
Expected Win Rate
Expected Win RateThe model's expected win probability based on Elo difference alone.
CFO Academy +24% expected WR
Impact
7.1%
CFO Academy
6
Elo Rating
CFO Academy +181 Elo
Impact
5.4%
CFO Academy
7
Early Game
Early GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
CFO Academy +402
Impact
5.3%
CFO Academy
8
Objective Control
Objective ControlA combined objective control signal blending dragons, heralds, and barons taken per game.
Top Esports +24
Top Esports leads this stat - but weighed with the rest of this matchup, it shifts the model toward CFO Academy.
Impact
1.3%
Counts for CFO Academy
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.
9
Win Streak
CFO Academy +2 games
Impact
1.2%
CFO Academy
10
Combat Power
Combat PowerA combined combat signal blending damage to champions, damage per minute, and teamfight power.
Top Esports +225
Impact
1.1%
Top Esports
Scouting Report
CFO Academy
BLUE
Higher rated overall
Cleaner teamfighting (better KDA)
Stronger early game (gold lead at 15)
Top Esports
RED
Stronger win record (59%)
Better vision control