Although mouse models have improved our understanding of cancer biology, their inbred nature does not accurately model the inherited variability in human populations that can influence cancer susceptibility and outcomes. This Opinion article discusses how inherited variability influences cancer phenotypes, how it can confound experiments and how it can be exploited to reveal new truths about cancer biology.