Esports World Cup

T1 vs GAM Esports - Esports World Cup

T1 T13-3
VS
1-2GAM Esports GAM Esports
Jul 15, 10:10·Bo1

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Series Predictions
T1
GAM Esports
FastTree · free model
T188.9% GAM Esports11.1%
Head-to-Head & Form
T1
Elo Rating 1733
Tournament Record 3-3 (6-5)
Overall Record 217W - 136L (61.5%)
Current Streak 1L
H2H Win Rate 67.3%
VS
GAM Esports
Elo Rating 1417
Tournament Record 1-2 (2-4)
Overall Record 97W - 100L (49.2%)
Current Streak 9L
H2H Win Rate 32.7%
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
T1 +357 Elo
Impact 27.7%
T1
2
Elo CompositeElo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
T1 +167
Impact 16%
T1
3
Upset RateUpset RateHow often this team wins as the Elo underdog - captures clutch factor / ability to beat stronger teams.
T1 +14%
Impact 13.3%
T1
4
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
T1 +38.6% expected WR
Impact 10.6%
T1
5
Head-to-Head History
T1 +34.7% WR
Impact 9.1%
T1
6
Early GameEarly GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
T1 +192
T1 leads this stat - but weighed with the rest of this matchup, it shifts the model toward GAM Esports.
Impact 7.4%
Counts for GAM 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.
7
Opponent Avg Elo
T1 +0.375
Impact 4.7%
T1
8
Team StrengthTeam StrengthA combined team strength signal blending overall win rate, KDA, and gold per minute.
T1 +161
T1 leads this stat - but weighed with the rest of this matchup, it shifts the model toward GAM Esports.
Impact 2.8%
Counts for GAM 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.
9
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.
T1 +0.375
Impact 2.6%
T1
10
Vision ControlVision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
GAM Esports +68
GAM Esports leads this stat - but weighed with the rest of this matchup, it shifts the model toward T1.
Impact 2.3%
Counts for T1 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.
Scouting Report
T1 BLUE
Higher rated overall
Stronger win record (61%)
Stronger early game (gold lead at 15)
Better dragon control
GAM Esports RED
Well-rounded profile