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Series Predictions
CFO AcademyTop Esports


FastTree
· free model
CFO Academy19.6%
Top Esports80.4%
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
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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
Upset RateUpset RateHow often this team wins as the Elo underdog - captures clutch factor / ability to beat stronger teams.
Top Esports +13.5%
Impact
59%
Top Esports
2
Vision ControlVision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
Top Esports +506
Impact
17.6%
Top Esports
3
Elo Rating
CFO Academy +181 Elo
Impact
8.5%
CFO Academy
4
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
CFO Academy +24% expected WR
Impact
4.1%
CFO Academy
5
Head-to-Head History
CFO Academy +0% WR
CFO Academy leads this stat - but weighed with the rest of this matchup, it shifts the model toward Top Esports.
Impact
3.9%
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.
6
Win Rate
Top Esports +7% WR
Top Esports leads this stat - but weighed with the rest of this matchup, it shifts the model toward CFO Academy.
Impact
1.8%
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.
7
Opponent Avg Elo
Top Esports +0.021
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.
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