Polar Squad Esports vs Kits Esports - LRN
Jul 19, 02:00·Bo3
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Series Predictions
Polar Squad Esports
Kits Esports
FastTree
· free model
Polar Squad Esports15.8%
Kits Esports84.2%
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Head-to-Head & Form
Polar Squad Esports
Elo Rating
1168
Tournament Record
–
Overall Record
7W - 26L (21.2%)
Current Streak
15L
H2H Win Rate
37.0%
VS
Kits Esports
Elo Rating
1387
Tournament Record
1-2
(4-8)
Overall Record
11W - 16L (40.7%)
Current Streak
1L
H2H Win Rate
63.0%
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
Kits Esports +328 Elo
Impact
36.2%
Kits Esports
2
Expected Win RateExpected Win RateThe model's expected win probability based on Elo difference alone.
Kits Esports +36.8% expected WR
Impact
18.4%
Kits Esports
3
Upset RateUpset RateHow often this team wins as the Elo underdog - captures clutch factor / ability to beat stronger teams.
Kits Esports +26.4%
Impact
5.5%
Kits Esports
4
Team StrengthTeam StrengthA combined team strength signal blending overall win rate, KDA, and gold per minute.
Kits Esports +1371
Impact
5.2%
Kits Esports
5
Head-to-Head History
Kits Esports +26% WR
Impact
4.3%
Kits Esports
6
Early GameEarly GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
Kits Esports +1982
Impact
3.6%
Kits Esports
7
Opponent Avg Elo
Kits Esports +0.138
Impact
2.9%
Kits Esports
8
History Depth
Polar Squad Esports +0.1
Polar Squad Esports leads this stat - but weighed with the rest of this matchup, it shifts the model toward Kits Esports.
Impact
2.6%
Counts for Kits 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
Vision ControlVision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
Kits Esports +774
Impact
1.9%
Kits Esports
10
Elo CompositeElo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
Kits Esports +71
Impact
1.3%
Kits Esports
Scouting Report
Polar Squad Esports
BLUE
Well-rounded profile
Kits Esports
RED
Higher rated overall
Stronger win record (41%)
Cleaner teamfighting (better KDA)
Better gold generation
Higher damage output