Scans every player on both rosters of every game — season production, last-5 heat, minutes role, scoring efficiency, opponent defense, matchup pace, home/away, and rest — and ranks the best spots. Runs automatically when you open this tab. Click a player for the full breakdown.
Win probability per game, blending net-rating team strength (points scored minus allowed), last-10 form, and home court. Capped at 15–85% — hoops has fewer coin-flips than baseball, but variance is still real. Not betting advice.
Vegas lines (optional):
Forward-looking: who's set up to produce over the next 5 games. Blends current heat (last-5 form, efficiency), season baseline, and schedule context — how soft the upcoming defenses are, how fast the matchups play, home-heavy stretches, and game volume. Runs automatically when you open this tab.
Every Top Players scan logs that day's predictions in your browser. Come back the next day, hit Grade, and the model compares its scores against actual box scores. Once enough graded games accumulate, Refine weights re-tunes the scoring model based on which components actually predicted production. Win-odds picks are graded too.