Mean Time to Failure (MTTF) is a metric that estimates the average time a system or non-repairable component operates before experiencing a failure. Unlike MTBF, which accounts for repairable components, MTTF applies to items that cannot be repaired and must be replaced. It is used to predict product lifespan and reliability, helping organizations plan for replacements and minimize disruptions.