Scans every player on both rosters of every game — season form, last-10 trend, history vs today's opponent, and rest — and ranks the best spots. Includes anyone in a confirmed starting lineup plus rotation regulars elsewhere.
Win probability per game, blending team strength (net rating), rest/back-to-back status, last-10 form, and home court. Not betting advice.
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.
Forward-looking: who's set up to produce over the next 5 games. Blends current heat (last-10 form), positive-regression signal, and schedule context — how weak the opposing defenses are and rest advantages.