How to best assess the significance, worth, and meaning of trial results remains an unsolved problem. Kaplan-Meier plots remain a valuable tool for assessing treatment efficacy in clinical trials, especially regarding time-to-event outcomes; however, they should be used in conjunction with other assessments for a comprehensive evaluation of treatment risks and benefits.