•Avelumab plus axitinib significantly prolonged progression-free survival versus sunitinib in advanced renal cell carcinoma.•Although overall survival data were immature, results favored the combination over sunitinib across prespecified subgroups.•Adjusting for subsequent use of PD-1/PD-L1 inhibito...