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Series Predictions
TOP ESPORTSLGD GAMING


FastTree
· free model
TOP ESPORTS62.9%
LGD GAMING37.1%
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Head-to-Head & Form
Top EsportsElo Rating
1677
Tournament Record
1-0
(3-1)
Overall Record
190W - 133L (58.8%)
Current Streak
3W
H2H Win Rate
51.4%
VS
LGD GamingElo Rating
1602
Tournament Record
–
Overall Record
76W - 89L (46.1%)
Current Streak
2W
H2H Win Rate
48.6%
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.
Top Esports +14
Top Esports leads this stat - but weighed with the rest of this matchup, it shifts the model toward LGD Gaming.
Impact
27.5%
Counts for LGD 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.
2
Win Rate
Top Esports +12.8% WR
Impact
15.7%
Top Esports
3
Early GameEarly GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
LGD Gaming +0
Impact
8%
LGD Gaming
4
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
Top Esports +3.5% expected WR
Impact
6.9%
Top Esports
5
Elo Rating
Top Esports +24 Elo
Impact
6.8%
Top Esports
6
Vision ControlVision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
Top Esports +78
Impact
6.2%
Top Esports
7
Team StrengthTeam StrengthA combined team strength signal blending overall win rate, KDA, and gold per minute.
Top Esports +114
Impact
6.1%
Top Esports
8
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.
Top Esports +0.347
Impact
4.9%
Top Esports
9
Combat PowerCombat PowerA combined combat signal blending damage to champions, damage per minute, and teamfight power.
Top Esports +425
Impact
4.5%
Top Esports
10
Opponent Avg Elo
Top Esports +0.347
Impact
3.9%
Top Esports
Scouting Report
Top Esports
BLUE
Higher rated overall
Stronger win record (59%)
Higher damage output
Higher first blood rate
LGD Gaming
RED
Cleaner teamfighting (better KDA)