Series Predictions
Maryville University
Conviction
FastTreeBest in NACLBest for confidence
81.1%
18.9%
LightGBM
Premium
PCA Sweep
Premium
FastTree
Best in NACLBest for confidence
Series Prediction Accuracy for NACL
40%
2/5!
Below 65% accuracy in NACL (sample of 5). This model has been less reliable than usual in this league — weight its call accordingly.
Accuracy for confidence level
Accuracy for confidence levelHow accurate this model has been across ALL leagues when it predicts with this level of confidence. Thresholds: 55%+, 60%+, 70%+, 80%+. This is not league-specific.
82%
121/147
Market · Series prelive
Maryville University
1.40
·
Conviction
2.75
Maryville University
Conviction
Market Odds
1.40
2.75
FastTree
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LightGBM
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PCA Sweep
Premium
Consensus
ConsensusConsensus = unweighted average of FastTree, LightGBM, and PCA Sweep (each already calibrated and weighted).
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Head-to-Head & Form
Maryville University
Elo Rating
1540
Tournament Record
0-2
(3-5)
Overall Record
19W - 10L (65.5%)
Current Streak
2L
H2H Win Rate
49.0%
VS
Conviction
Elo Rating
1594
Tournament Record
3-0
(7-2)
Overall Record
52W - 35L (59.8%)
Current Streak
4W
H2H Win Rate
51.0%
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
Early Game
Early GameA combined early-game signal blending gold, CS, and XP differentials at the 15-minute mark.
+997
Impact
46.4%
Maryville University
2
Elo Composite
Elo CompositeA combined Elo signal that blends raw Elo, expected win rate, and the interaction between them.
+42
Impact
15.8%
Conviction
3
Elo Rating
+81 Elo
Impact
8.2%
Conviction
4
Expected Win Rate
Expected Win RateThe model's expected win probability based on Elo difference alone.
+11.4% expected WR
Impact
7.7%
Conviction
5
Vision Control
Vision ControlA combined vision signal blending vision score, vision wards per minute, and vision efficiency.
+237
Impact
5%
Maryville University
6
Combat Power
Combat PowerA combined combat signal blending damage to champions, damage per minute, and teamfight power.
+90
Impact
3.7%
Maryville University
7
Head-to-Head History
+2% WR
Impact
3.6%
Conviction
8
Win Streak
+6 games
Impact
3.2%
Conviction
9
Objective Control
Objective ControlA combined objective control signal blending dragons, heralds, and barons taken per game.
+124
Impact
3%
Maryville University
10
Win Rate
+5.7% WR
Impact
1.7%
Maryville University
Scouting Report
Maryville University
BLUE
Stronger win record (66%)
Better gold generation
Better vision control
Stronger early game (gold lead at 15)
Stronger first tower pressure
Conviction
RED
Higher rated overall