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Series Predictions
BILIBILI GAMINGEDWARD GAMING


FastTree
· free model
BILIBILI GAMING87.2%
EDWARD GAMING12.8%
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Head-to-Head & Form
Bilibili GamingElo Rating
1849
Tournament Record
–
Overall Record
236W - 121L (66.1%)
Current Streak
1L
H2H Win Rate
72.7%
VS
EDward GamingElo Rating
1447
Tournament Record
–
Overall Record
63W - 83L (43.2%)
Current Streak
4L
H2H Win Rate
27.3%
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 +401 Elo
Impact
28.9%
Bilibili Gaming
2
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
Bilibili Gaming +41% expected WR
Impact
13.6%
Bilibili Gaming
3
Upset RateUpset RateHow often this team wins as the Elo underdog - captures clutch factor / ability to beat stronger teams.
Bilibili Gaming +27.9%
Impact
12.5%
Bilibili Gaming
4
Early GameEarly GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
Bilibili Gaming +285
Bilibili Gaming leads this stat - but weighed with the rest of this matchup, it shifts the model toward EDward Gaming.
Impact
11.8%
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.
5
Elo CompositeElo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
Bilibili Gaming +215
Impact
11.1%
Bilibili Gaming
6
Team StrengthTeam StrengthA combined team strength signal blending overall win rate, KDA, and gold per minute.
Bilibili Gaming +1227
Impact
6.2%
Bilibili Gaming
7
Opponent Avg Elo
Bilibili Gaming +0
Impact
5.1%
Bilibili Gaming
8
Head-to-Head History
Bilibili Gaming +45.5% WR
Impact
4.2%
Bilibili Gaming
9
Vision ControlVision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
EDward Gaming +121
EDward Gaming leads this stat - but weighed with the rest of this matchup, it shifts the model toward Bilibili Gaming.
Impact
1.7%
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.
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 +0.397
Impact
1.4%
Bilibili Gaming
Scouting Report
Bilibili Gaming
BLUE
Higher rated overall
Stronger win record (66%)
Cleaner teamfighting (better KDA)
Better gold generation
Higher damage output
EDward Gaming
RED
Well-rounded profile