Maybe the partial knee replacement itself is not what fails, but that the human parts of the knee that were healthy at the time of partial replacement eventually wear down to no longer being able to comfortably support heavy movement. That type of cartilage deterioration would be very individual and the timeline hard to predict, but could eventually predictably happen to many.