Cancer models have helped solve many mysteries of cancer research, and are poised to bring our understanding to the next level as we dissect the relevance of cancer-associated alleles and heterocellular interactions. However, the ability of cancer models to correctly identify new therapeutic methods has been less fruitful, and a reconsideration of model designs and model applications should help develop more effective approaches for patients.