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Series Predictions
BILIBILI GAMINGTOP ESPORTS


FastTree
· free model
BILIBILI GAMING70.0%
TOP ESPORTS30.0%
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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
54.4%
VS
Top EsportsElo Rating
1795
Tournament Record
1-0
(3-1)
Overall Record
194W - 135L (59%)
Current Streak
2W
H2H Win Rate
45.6%
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 CompositeElo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
Bilibili Gaming +9
Bilibili Gaming leads this stat - but weighed with the rest of this matchup, it shifts the model toward Top Esports.
Impact
25.4%
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.
2
Head-to-Head History
Bilibili Gaming +8.8% WR
Impact
16.2%
Bilibili Gaming
3
Win Rate
Bilibili Gaming +6.9% WR
Impact
13.3%
Bilibili Gaming
4
Elo Rating
Bilibili Gaming +16 Elo
Impact
10.1%
Bilibili Gaming
5
Vision ControlVision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
Top Esports +70
Top Esports leads this stat - but weighed with the rest of this matchup, it shifts the model toward Bilibili Gaming.
Impact
5.5%
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.
6
H2HWin Rate Weighted
Bilibili Gaming +8.8% WR
Impact
4.8%
Bilibili Gaming
7
Recent Win RateRecent Win RateWin rate over the last 5 matches - the most direct measure of current form, faster-reacting than season-long stats.
Top Esports +20% WR
Impact
4.2%
Top Esports
8
Team StrengthTeam StrengthA combined team strength signal blending overall win rate, KDA, and gold per minute.
Bilibili Gaming +475
Impact
4%
Bilibili Gaming
9
Early GameEarly GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
Bilibili Gaming +199
Impact
3.7%
Bilibili 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 +0.057
Impact
2.8%
Bilibili Gaming
Scouting Report
Bilibili Gaming
BLUE
Stronger win record (66%)
Cleaner teamfighting (better KDA)
Better gold generation
Stronger early game (gold lead at 15)
Stronger first tower pressure
Top Esports
RED
Well-rounded profile