1. A medical system comprising: an implantable medical device that that delivers a therapy to a patient, monitors a signal that varies as a function of patient activity, periodically determines an activity level of the patient based on the signal, and associates each of the determined activity levels with a current therapy parameter set; and an external programming device including a display that receives information identifying a plurality of therapy parameter sets and associated activity levels from the implantable medical device via telemetry, determines a value of an activity metric for each of a plurality of therapy parameter sets based on activity levels associated with the therapy parameter sets, and presents a list of the plurality of therapy parameter sets and activity metric values associated with the therapy parameter sets via the display.