In our analysis we show that a proportion of mCRPC patients harbor defects in CDK12, these are often alterations involving both alleles, likely present from the time of diagnosis. A majority of these CDK12 altered cancers has high CD3 infiltration compared to controls. We envision that these CDK12 aberrant ‘hot’ tumors could represent a subset of mCRPC likely to respond to immune-checkpoint inhibition.