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Series Predictions
CFO AcademyBilibili Gaming


FastTree
· free model
CFO Academy27.8%
Bilibili Gaming72.2%
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Head-to-Head & Form
CFO AcademyElo Rating
1564
Tournament Record
–
Overall Record
49W - 52L (48.5%)
Current Streak
6L
H2H Win Rate
---
VS
Bilibili GamingElo Rating
1849
Tournament Record
–
Overall Record
236W - 121L (66.1%)
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
Early GameEarly GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
Bilibili Gaming +158
Bilibili Gaming leads this stat - but weighed with the rest of this matchup, it shifts the model toward CFO Academy.
Impact
27.3%
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.
2
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
Bilibili Gaming +31% expected WR
Impact
20.7%
Bilibili Gaming
3
Elo Rating
Bilibili Gaming +252 Elo
Impact
19.8%
Bilibili Gaming
4
Upset RateUpset RateHow often this team wins as the Elo underdog - captures clutch factor / ability to beat stronger teams.
Bilibili Gaming +19.3%
Impact
8.4%
Bilibili Gaming
5
Elo CompositeElo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
Bilibili Gaming +67
Impact
5.6%
Bilibili Gaming
6
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 Bilibili Gaming.
Impact
4.7%
Counts for Bilibili Gaming
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
Vision ControlVision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
Bilibili Gaming +657
Impact
2.9%
Bilibili Gaming
8
Team StrengthTeam StrengthA combined team strength signal blending overall win rate, KDA, and gold per minute.
Bilibili Gaming +590
Impact
2.3%
Bilibili Gaming
9
Win Rate
Bilibili Gaming +17.6% WR
Impact
2.2%
Bilibili Gaming
10
Opponent Avg Elo
Bilibili Gaming +0.1
Impact
1.8%
Bilibili Gaming
Scouting Report
CFO Academy
BLUE
Well-rounded profile
Bilibili Gaming
RED
Higher rated overall
Stronger win record (66%)
Cleaner teamfighting (better KDA)
Better gold generation
Better vision control