The goal of any cancer treatment is to improve the duration and/or quality of patient survival. In recent years, only approximately 50% of the anticancer drugs approved by the Food and Drug Administration (FDA) and the European Medicines Agency (EMA) have been shown to improve overall survival (OS) and/or a validated measure of quality of life (QoL). Most contemporary randomized clinical trials evaluating anticancer drugs use progression-free survival (PFS) as the primary end point.1 Both the FDA and EMA accept a significant improvement in PFS for the registration of drugs for most types of cancer, although PFS is rarely a surrogate for OS. Designating PFS instead of OS as the primary end point may provide results more quickly: tumors progress before patients die, so “events” occur earlier, but the reduction in study time is usually modest.2 For many new drugs that have been shown to improve PFS, subsequent analysis has demonstrated no improvement in OS or QoL, but these drugs are rarely withdrawn from the market.