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Series Predictions
TOP ESPORTSLGD GAMING


FastTree
· free model
TOP ESPORTS84.3%
LGD GAMING15.7%
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Head-to-Head & Form
Top EsportsElo Rating
1739
Tournament Record
1-0
(3-1)
Overall Record
192W - 134L (58.9%)
Current Streak
2W
H2H Win Rate
51.4%
VS
LGD GamingElo Rating
1565
Tournament Record
–
Overall Record
77W - 92L (45.6%)
Current Streak
3L
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 Rating
Top Esports +140 Elo
Impact
14.9%
Top Esports
2
Elo CompositeElo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
Top Esports +80
Top Esports leads this stat - but weighed with the rest of this matchup, it shifts the model toward LGD Gaming.
Impact
12.3%
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.
3
Win Rate
Top Esports +13.3% WR
Impact
11.2%
Top Esports
4
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
Top Esports +19.2% expected WR
Impact
9.5%
Top Esports
5
Head-to-Head History
Top Esports +2.8% WR
Impact
7.8%
Top Esports
6
Vision ControlVision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
Top Esports +116
Impact
7.5%
Top Esports
7
Team StrengthTeam StrengthA combined team strength signal blending overall win rate, KDA, and gold per minute.
Top Esports +80
Impact
6.8%
Top Esports
8
Opponent Avg Elo
Top Esports +0.345
Impact
6.4%
Top Esports
9
Early GameEarly GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
LGD Gaming +14
LGD Gaming leads this stat - but weighed with the rest of this matchup, it shifts the model toward Top Esports.
Impact
5.1%
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.
10
Upset RateUpset RateHow often this team wins as the Elo underdog - captures clutch factor / ability to beat stronger teams.
Top Esports +16.9%
Impact
4.2%
Top Esports
Scouting Report
Top Esports
BLUE
Higher rated overall
Stronger win record (59%)
Higher damage output
LGD Gaming
RED
Cleaner teamfighting (better KDA)