Pre-k benefits generally fade out by the 3rd grade, particularly for non-at-risk children. If the goal is to increase kindergarten readiness, pre-k is already helping those children who may benefit from it. But if the goal is to improve graduation rates and academic achievement in the later grades, pre-k is not the solution for failing public schools.