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Series Predictions
Top EsportsCFO Academy


FastTree
· free model
Top Esports75.3%
CFO Academy24.7%
Head-to-Head & Form
Top EsportsElo Rating
1621
Tournament Record
–
Overall Record
187W - 132L (58.6%)
Current Streak
1L
H2H Win Rate
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VS
CFO AcademyElo Rating
1701
Tournament Record
–
Overall Record
49W - 46L (51.6%)
Current Streak
1W
H2H Win Rate
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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
Objective ControlObjective ControlA combined objective control signal blending dragons, heralds, and barons taken per game.
Top Esports +24
Impact
29.8%
Top Esports
2
Vision ControlVision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
Top Esports +490
Impact
23.8%
Top Esports
3
Recent Win RateRecent 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
14.3%
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.
4
Elo Rating
CFO Academy +181 Elo
Impact
8.1%
CFO Academy
5
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.
Top Esports +0.021
Impact
7%
Top Esports
6
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
CFO Academy +24% expected WR
Impact
6.8%
CFO Academy
7
Early GameEarly GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
CFO Academy +402
Impact
6.4%
CFO Academy
8
Elo CompositeElo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
CFO Academy +91
Impact
1.5%
CFO Academy
Scouting Report
Top Esports
BLUE
Stronger win record (59%)
Better vision control
CFO Academy
RED
Higher rated overall
Cleaner teamfighting (better KDA)
Stronger early game (gold lead at 15)