Search any player. See AI confidence scores for today's props — powered by 8 specialized agents.
Behind the Numbers
Eight specialized agents run simultaneously on every player prop. Each contributes a weighted signal that combines into a single confidence score — telling you the direction and how strongly the data supports it.
Injury Impact
Models direct and cascading roster effects when players are ruled out. Usage redistributes — this agent traces exactly who absorbs the minutes and volume.
Matchup Analysis
Defense vs Position (DvP) differentials measure how opponents have defended that position group. A favorable matchup amplifies statistical upside; a tough one suppresses it.
Pace & Environment
Combines home and away team pace ratings with the Vegas game total to project statistical environment. Fast-paced high-total games create fundamentally different volume floors.
No-Vig Market
Strips sportsbook margin from both sides to find true implied probability. Cross-book disagreement and juice direction reveal where sharp money has moved since open.
Usage & Tracking
Integrates advanced tracking data — touches, drives, paint touches, time of possession — alongside usage rate. Surfaces edges that box score averages miss entirely.
Minutes Trajectory
Detects role changes, starting lineup promotions, and blowout risk. Minutes are the multiplier on every stat — knowing 38 vs 26 changes the entire prop evaluation.
Hit Rate & Trends
Recency-weighted hit rate treats the last five games more heavily than the full-season sample. Hot and cold streaks are measured relative to each player's own baseline.
Ensemble Scoring
All agents contribute weighted scores via calibrated weighted average. Agents returning no signal are skipped entirely — a neutral reading never dilutes a strong directional signal.
Each score above 50 signals OVER; below 50 signals UNDER. The confidence percentage represents how strongly all agents agree on the direction — scaled so 50% is neutral and 100% is maximum conviction. Regression correction dampens overconfidence on small-sample statistics. Read the full methodology for complete agent weight tables by sport.
This page shows confidence scores. The PropEdge app shows the full agent-by-agent breakdown, the rationale behind each score, and AI-built parlay suggestions — all in real time before game time.
Common Questions