Immune checkpoint inhibitors are associated with durable and well-tolerated responses in metastatic urothelial carcinoma. Predicting which patients respond to therapy has been challenging; however, progress has been made using programmed cell death 1 ligand 1 as a biomarker and a second generation of biomarkers, which are being assessed.