As a data scientist who built predictive models for NBA outcomes, I’ve seen this 56.4% vs. 43.6% win probability ratio before—and it’s misleading. ESPN’s model ignores key variables: pace, rim pressure, and defensive rotation. This isn’t randomness; it’s systemic bias disguised as objectivity. Let me show you what the algorithm left out.