As a Midwest-bred data analyst with a stats PhD and a love for NBA tactical nuance, I’ve spent years turning cold numbers into heated insights. This piece isn’t about flashy stats or gut calls—it’s about the quiet logic beneath roster moves. When a team signs a player, it’s rarely about talent alone. It’s about probability landscapes, defensive alignment, and the unseen cost of expectation. Here’s what the numbers really see.