The EXERTION study of 12,743 individuals demonstrates that exercise systolic blood pressure relative to aerobic fitness (SBP/METPeak) is a powerful predictor of cardiovascular events, whereas exercise BP alone provides no prognostic value. This finding challenges current screening practices and suggests a more nuanced approach to identifying hypertension-related cardiovascular risk.