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Series Predictions
Top EsportsCFO Academy


FastTree
· free model
Top Esports70.8%
CFO Academy29.2%
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Head-to-Head & Form
Top EsportsElo Rating
1795
Tournament Record
–
Overall Record
194W - 135L (59%)
Current Streak
2W
H2H Win Rate
---
VS
CFO AcademyElo Rating
1564
Tournament Record
–
Overall Record
49W - 52L (48.5%)
Current Streak
6L
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
Early GameEarly GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
CFO Academy +51
Impact
29.2%
CFO Academy
2
Elo Rating
Top Esports +198 Elo
Impact
20.9%
Top Esports
3
Elo CompositeElo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
Top Esports +104
Impact
12.6%
Top Esports
4
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
Top Esports +25.8% expected WR
Impact
12.1%
Top Esports
5
Upset RateUpset RateHow often this team wins as the Elo underdog - captures clutch factor / ability to beat stronger teams.
Top Esports +15.6%
Impact
8.2%
Top Esports
6
Opponent Avg Elo
Top Esports +0.046
Impact
5.7%
Top Esports
7
Head-to-Head History
Top Esports +0% WR
Impact
3.9%
Top Esports
8
Vision ControlVision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
Top Esports +629
Impact
3.6%
Top Esports
9
Win Rate
Top Esports +10.5% WR
Impact
1%
Top Esports
Scouting Report
Top Esports
BLUE
Higher rated overall
Stronger win record (59%)
Better vision control
CFO Academy
RED
Well-rounded profile
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