WSCI

EDward Gaming vs T1 Esports Academy - WSCI

EDward Gaming EDward Gaming
VS
T1 Esports Academy T1 Esports Academy
Sep 20, 06:00·Bo3

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Series Predictions
EDward Gaming
T1 Esports Academy
FastTree · free model
EDward Gaming14.4% T1 Esports Academy85.6%
Head-to-Head & Form
EDward Gaming
Elo Rating 1447
Tournament Record –
Overall Record 63W - 83L (43.2%)
Current Streak 4L
H2H Win Rate ---
VS
T1 Esports Academy
Elo Rating 1722
Tournament Record –
Overall Record 159W - 98L (61.9%)
Current Streak 2W
H2H Win Rate ---
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 Esports Academy +385 Elo
Impact 40.6%
T1 Esports Academy
2
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
T1 Esports Academy +40.2% expected WR
Impact 18.4%
T1 Esports Academy
3
Upset RateUpset RateHow often this team wins as the Elo underdog - captures clutch factor / ability to beat stronger teams.
T1 Esports Academy +31.1%
Impact 9.9%
T1 Esports Academy
4
Opponent Avg Elo
EDward Gaming +0.317
Impact 7.6%
EDward Gaming
5
Elo CompositeElo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
T1 Esports Academy +75
Impact 4.7%
T1 Esports Academy
6
Team StrengthTeam StrengthA combined team strength signal blending overall win rate, KDA, and gold per minute.
T1 Esports Academy +1156
Impact 4.4%
T1 Esports Academy
7
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.
EDward Gaming +0.317
Impact 4.3%
EDward Gaming
8
Head-to-Head History
EDward Gaming +0% WR
EDward Gaming leads this stat - but weighed with the rest of this matchup, it shifts the model toward T1 Esports Academy.
Impact 3.8%
Counts for T1 Esports Academy 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
Early GameEarly GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
T1 Esports Academy +465
T1 Esports Academy leads this stat - but weighed with the rest of this matchup, it shifts the model toward EDward Gaming.
Impact 1.5%
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.
10
Vision ControlVision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
EDward Gaming +264
EDward Gaming leads this stat - but weighed with the rest of this matchup, it shifts the model toward T1 Esports Academy.
Impact 1.4%
Counts for T1 Esports Academy 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
EDward Gaming BLUE
Higher first blood rate
T1 Esports Academy RED
Higher rated overall
Stronger win record (62%)
Cleaner teamfighting (better KDA)
Better gold generation
Higher damage output