As tissues age, mutant clones carrying driver mutations expand, yet the abundance of these variants in normal tissues suggests that fitness-based selection is often uncoupled from malignancy. Cheek et al. introduce a framework that disentangles clonal success from true carcinogenic potential, showing that fitness and fate are not synonymous.