CDWeek 3
paiN Gaming Academy vs Vivo Keyd Stars Academy - CD
Aug 3, 22:00·Bo1
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Series Predictions
paiN Gaming AcademyVivo Keyd Stars Academy


FastTree
· free model
paiN Gaming Academy34.2%
Vivo Keyd Stars Academy65.8%
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Head-to-Head & Form
paiN Gaming AcademyElo Rating
1362
Tournament Record
0-2
(1-5)
Overall Record
24W - 21L (53.3%)
Current Streak
2L
H2H Win Rate
52.8%
VS
Vivo Keyd Stars AcademyElo Rating
1477
Tournament Record
2-2
(5-7)
Overall Record
62W - 44L (58.5%)
Current Streak
1L
H2H Win Rate
47.2%
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
Vivo Keyd Stars Academy +173 Elo
Impact
19.7%
Vivo Keyd Stars Academy
2
Early GameEarly GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
Vivo Keyd Stars Academy +217
Vivo Keyd Stars Academy leads this stat - but weighed with the rest of this matchup, it shifts the model toward paiN Gaming Academy.
Impact
13.1%
Counts for paiN Gaming 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.
3
Upset RateUpset RateHow often this team wins as the Elo underdog - captures clutch factor / ability to beat stronger teams.
Vivo Keyd Stars Academy +0.9%
Vivo Keyd Stars Academy leads this stat - but weighed with the rest of this matchup, it shifts the model toward paiN Gaming Academy.
Impact
11.4%
Counts for paiN Gaming 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.
4
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.
Vivo Keyd Stars Academy +0.17
Impact
10.2%
Vivo Keyd Stars Academy
5
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
Vivo Keyd Stars Academy +23% expected WR
Impact
10%
Vivo Keyd Stars Academy
6
Vision ControlVision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
Vivo Keyd Stars Academy +240
Impact
8.4%
Vivo Keyd Stars Academy
7
Head-to-Head History
paiN Gaming Academy +5.6% WR
paiN Gaming Academy leads this stat - but weighed with the rest of this matchup, it shifts the model toward Vivo Keyd Stars Academy.
Impact
8%
Counts for Vivo Keyd Stars 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.
8
Win Rate
Vivo Keyd Stars Academy +5.2% WR
Vivo Keyd Stars Academy leads this stat - but weighed with the rest of this matchup, it shifts the model toward paiN Gaming Academy.
Impact
5.7%
Counts for paiN Gaming 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
Elo CompositeElo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
Vivo Keyd Stars Academy +70
Impact
4.8%
Vivo Keyd Stars Academy
10
Team StrengthTeam StrengthA combined team strength signal blending overall win rate, KDA, and gold per minute.
Vivo Keyd Stars Academy +40
Vivo Keyd Stars Academy leads this stat - but weighed with the rest of this matchup, it shifts the model toward paiN Gaming Academy.
Impact
3.2%
Counts for paiN Gaming 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
paiN Gaming Academy
BLUE
Well-rounded profile
Vivo Keyd Stars Academy
RED
Higher rated overall
Stronger win record (58%)
Higher first blood rate
Stronger first tower pressure