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Series Predictions
BILIBILI GAMINGEDWARD GAMING


FastTree
· free model
BILIBILI GAMING89.8%
EDWARD GAMING10.2%
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Head-to-Head & Form
Bilibili GamingElo Rating
1811
Tournament Record
–
Overall Record
239W - 124L (65.8%)
Current Streak
2L
H2H Win Rate
72.1%
VS
EDward GamingElo Rating
1447
Tournament Record
–
Overall Record
63W - 83L (43.2%)
Current Streak
4L
H2H Win Rate
27.9%
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
Elo Rating
Bilibili Gaming +364 Elo
Impact
26.8%
Bilibili Gaming
2
Elo CompositeElo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
Bilibili Gaming +200
Impact
15.2%
Bilibili Gaming
3
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
Bilibili Gaming +39% expected WR
Impact
12.9%
Bilibili Gaming
4
Upset RateUpset RateHow often this team wins as the Elo underdog - captures clutch factor / ability to beat stronger teams.
Bilibili Gaming +27.9%
Impact
12%
Bilibili Gaming
5
Team StrengthTeam StrengthA combined team strength signal blending overall win rate, KDA, and gold per minute.
Bilibili Gaming +1221
Impact
7.3%
Bilibili Gaming
6
Head-to-Head History
Bilibili Gaming +44.3% WR
Impact
6.3%
Bilibili Gaming
7
Early GameEarly GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
Bilibili Gaming +301
Bilibili Gaming leads this stat - but weighed with the rest of this matchup, it shifts the model toward EDward Gaming.
Impact
5.4%
Counts for EDward 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.
8
Opponent Avg Elo
Bilibili Gaming +0.4
Impact
4.8%
Bilibili Gaming
9
Vision ControlVision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
EDward Gaming +162
Impact
4%
EDward Gaming
10
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.
Bilibili Gaming +0.4
Impact
1.5%
Bilibili Gaming
Scouting Report
Bilibili Gaming
BLUE
Higher rated overall
Stronger win record (66%)
Cleaner teamfighting (better KDA)
Better gold generation
Stronger early game (gold lead at 15)
EDward Gaming
RED
Well-rounded profile