Elevated left ventricular filling pressure (LVFP) is a powerful indicator of worsening clinical outcomes in heart failure with preserved ejection fraction (HFpEF); however, detection of elevated LVFP is often challenging. This study aimed to determine the association between the newly proposed echocardiographic LVFP parameter, visually assessed time difference between the mitral valve and tricuspid valve opening (VMT) score, and clinical outcomes of HFpEF. We retrospectively investigated 310 well-differentiated HFpEF patients in stable conditions. VMT was scored from 0 to 3 using two-dimensional echocardiographic images, and VMT ≥2 was regarded as a sign of elevated LVFP. The primary endpoint was a composite of cardiac death or heart failure hospitalization during the 2 years after the echocardiographic examination. In all patients, Kaplan–Meier curves showed that VMT ≥2 (n = 54) was associated with worse outcomes than the VMT ≤1 group (n = 256) (P < 0.001). Furthermore, VMT ≥2 was associated with worse outcomes when tested in 100 HFpEF patients with atrial fibrillation (AF) (P = 0.026). In the adjusted model, VMT ≥2 was independently associated with the primary outcome (hazard ratio 2.60, 95% confidence interval 1.46–4.61; P = 0.001). Additionally, VMT scoring provided an incremental prognostic value over clinically relevant variables and diastolic function grading (χ2 10.8–16.3, P = 0.035). In patients with HFpEF, the VMT score was independently and incrementally associated with adverse clinical outcomes. Moreover, it could also predict clinical outcomes in HFpEF patients with AF. Pathophysiology and prognostic impact of VMT scoring in HFpEF patients. Early-diastolic pressure crossover between the left atrial pressure and left ventricular pressure happens earlier with the increase in the LA v wave. In addition, reduced right ventricular (RV) relaxation owing to passive pulmonary hypertension delays early-diastolic pressure crossover between the right atrial pressure and RV pressure. Therefore, early mitral valve opening which precedes tricuspid valve opening pathophysiologically reflects the LAP elevation. HFpEF patients with higher VMT scores were characterized by elevated LAP and subsequent higher RVP, resulting in a higher prevalence of advanced right heart remodelling. As a result, VMT ≥2 was associated with adverse clinical outcomes in HFpEF patients. Notably, VMT ≥2 was also associated with worse outcomes when tested in atrial fibrillation patients. Orange dashed circles indicate the atrioventricular valve which opens earlier in early diastole. Orange vertical lines indicate the timing of pressure crossover between the atrium and ventricle which occurs earlier in early diastole. AF, atrial fibrillation; HF, heart failure; LA, left atrial; LAP, left atrial pressure; LV, left ventricular; LVP, left ventricular pressure; RA, right atrial; RAP, right atrial pressure; RV, right ventricular; RVP, RV pressure; VMT, visually assessed time difference between mitral and tricuspid valves opening.