Objective: To illustrate controversial issues associated with stopping randomized controlled trials (RCTs) early for apparent benefit. Study Design and Setting: The article presents our review of prior relevant work and our research group's reflections on early stopping. Results: Compelling evidence suggests that trials stopped early for benefit systematically overestimate treatment effects, sometimes by a large amount. Unresolved controversies in trials stopped early for benefit include ethical and statistical problems in the interpretation of results. Conclusions: The best strategy to minimize the problems associated with early stopping of RCTs for benefit is not to stop early. As an alternative, we suggest a threefold approach: a low P-value as the threshold for stopping at the time of interim analyses, not to look before a sufficiently large number of events has accrued and continuation of enrollment and follow-up for a further period. © 2008 Elsevier Inc. All rights reserved.