The prognostic impact of vascular biomarkers and supine blood pressure (BP) is not well understood. The multicenter, prospective Coupling study determined the prognostic impact of vascular biomarkers and supine BP in outpatients aged ≥30 years with ≥1 cardiovascular risk factor. Occurrence of major cardiovascular events during follow-up was recorded. The primary outcome was time to onset of a major cardiovascular event. Office and supine BP, the cardio-ankle vascular index (CAVI), and the ankle-brachial index (ABI) were determined annually. Of the 5109 participants in the Coupling study, 4716 were analyzed (51.9% male, mean age 68.5 ± 11.4 years); participants mostly had hypertension treated based on seated office/home BP according to relevant guidelines. During a median follow-up of 5.0 years (interquartile range 3.6-5.2), 231 major cardiovascular events occurred. After adjustment for age, sitting office systolic BP, and other covariates, a 1-unit increase in CAVI (hazard ratio [HR] 1.12, 95% confidence interval [CI] 1.01-1.24) and a 0.1-unit decrease in ABI (HR 1.41, 95% CI 1.18-1.68) were significantly associated with cardiovascular event risk; risk was greatest when CAVI was ≥8.0 and ABI was ≤1.10. Uncontrolled supine hypertension (≥140/90 mmHg) was also significantly associated with adjusted cardiovascular event risk (HR 1.36, 95% CI 1.02-1.81); seated office BP control was not significantly associated with cardiovascular event risk. Increased arterial stiffness, mildly lower ABI, and supine hypertension are risk factors for cardiovascular events during standard clinical practice. Supine evaluation of BP and vascular biomarkers has highlighted a blind spot in current hypertension management (Clinical trial registration: University Hospital Medical Information Network Clinical Trials Registry, UMIN000018474).