Comparative oncology combines evolutionary biology, ecology, veterinary medicine and clinical oncology to better understand cancer, for example, by identifying the molecular and cellular mechanisms underlying the remarkable cancer resistance of some taxa. Therefore, this Perspective by Vincze et al. calls for the increased use of non-conventional model organisms in cancer research to advance cancer prevention and treatment strategies.