Sep 5, 06:00·Bo5
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Series Predictions
TOP ESPORTSShenzhen NINJAS IN PYJAMAS


FastTree
· free model
Uncertain
TOP ESPORTS53.1%
Shenzhen NINJAS IN PYJAMAS46.9%
Head-to-Head & Form
Top EsportsElo Rating
1621
Tournament Record
0-2
(4-6)
Overall Record
187W - 132L (58.6%)
Current Streak
1L
H2H Win Rate
59.4%
VS
Ninjas in PyjamasElo Rating
1715
Tournament Record
2-1
(8-3)
Overall Record
108W - 96L (52.9%)
Current Streak
1L
H2H Win Rate
40.6%
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 Composite
Elo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
Ninjas in Pyjamas +49
Impact
13.9%
Ninjas in Pyjamas
2
Win Rate
Top Esports +5.7% WR
Impact
12.6%
Top Esports
3
Team Strength
Team StrengthA combined team strength signal blending overall win rate, KDA, and gold per minute.
Ninjas in Pyjamas +409
Ninjas in Pyjamas leads this stat - but weighed with the rest of this matchup, it shifts the model toward Top Esports.
Impact
11.9%
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.
4
H2HWin Rate Weighted
Top Esports +18.8% WR
Top Esports leads this stat - but weighed with the rest of this matchup, it shifts the model toward Ninjas in Pyjamas.
Impact
11%
Counts for Ninjas in Pyjamas
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.
5
Head-to-Head History
Top Esports +18.8% WR
Top Esports leads this stat - but weighed with the rest of this matchup, it shifts the model toward Ninjas in Pyjamas.
Impact
11%
Counts for Ninjas in Pyjamas
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.
6
Early Game
Early GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
Ninjas in Pyjamas +90
Ninjas in Pyjamas leads this stat - but weighed with the rest of this matchup, it shifts the model toward Top Esports.
Impact
10.3%
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.
7
Expected Win Rate
Expected Win RateThe model's expected win probability based on Elo difference alone.
Ninjas in Pyjamas +13.2% expected WR
Impact
8.3%
Ninjas in Pyjamas
8
Combat Power
Combat PowerA combined combat signal blending damage to champions, damage per minute, and teamfight power.
Top Esports +218
Impact
7.5%
Top Esports
9
Upset Rate
Upset RateHow often this team wins as the Elo underdog - captures clutch factor / ability to beat stronger teams.
Top Esports +12.1%
Top Esports leads this stat - but weighed with the rest of this matchup, it shifts the model toward Ninjas in Pyjamas.
Impact
5.8%
Counts for Ninjas in Pyjamas
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 Control
Vision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
Ninjas in Pyjamas +205
Ninjas in Pyjamas leads this stat - but weighed with the rest of this matchup, it shifts the model toward Top Esports.
Impact
3.8%
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.
Scouting Report
Top Esports
BLUE
Stronger win record (59%)
Ninjas in Pyjamas
RED
Higher rated overall
Cleaner teamfighting (better KDA)
Stronger early game (gold lead at 15)