In patients with metastatic renal cell carcinoma, risk stratification according to the Memorial Sloan-Kettering Cancer Center or the International Metastatic Renal Cell Carcinoma Database Consortium classification systems is a crucial part of clinical assessment and essential for guiding management. New research has now demonstrated that disagreement in risk-group classification is common and prognostically relevant.