Cardiac magnetic resonance (CMR) was recently reported to predict mean pulmonary capillary wedge pressure (PCWP). However, there is a paucity of data on its accuracy for estimation of PCWP in patients with normal left ventricular (LV) ejection fraction (EF). We sought to examine its accuracy against the invasive gold standard and to compare it with the accuracy of comprehensive echocardiography. Stable patients with EF of ≥50% who underwent right heart catheterization, CMR, and echocardiographic imaging within 1week were included. Pulmonary capillary wedge pressure was estimated by CMR using a previously validated equation where PCWP is estimated based on the left atrial maximum volume and LV mass. Echocardiographic estimation of PCWP was based on 2016 American Society of Echocardiography/European Association of Cardiovascular Imaging guidelines, taking into account the presence of myocardial disease. The mean age of the 79 patients was 55±15years, and 58.2% were female. There were 33 patients with PCWP >15mm Hg by right heart catheterization. Cardiac magnetic resonance prediction of PCWP had an area under the curve (AUC)=0.72. In comparison, echocardiographic prediction of PCWP showed a higher accuracy (AUC=0.87 vs AUC=0.72; P=.008). In patients with normal LV EF, CMR estimation of mean PCWP based on LV mass and left atrial volume has modest accuracy for detecting patients with mean PCWP >15mm Hg. Comprehensive echocardiography predicts elevated PCWP with higher accuracy in comparison with CMR.