Patients who achieve improved left ventricular ejection fraction (LVEF >35%) with cardiac resynchronization therapy (CRT) are at a lower risk of ventricular arrhythmia (VA). Little is known about the significance of the B-type natriuretic peptide (BNP) level for the risk of VA. This study investigated the risk factors for VA in CRT and the risk stratification of VA with BNP in CRT with improved LVEF. This study evaluated 352 CRT patients from 2012 to 2020. Patients were categorized into 2 groups: improved LVEF (impEF; LVEF >35%), and low LVEF (lowEF; LVEF ≤35%). The serum BNP levels 6 months after CRT device implantation were measured. The primary endpoint was defined as VA requiring treatment with anti-tachycardia pacing or shock or persisting for ≥30 s. Overall, 102 patients had improved LVEF. The impEF group had a significantly lower VA risk than the lowEF group. Patients with low BNP had a lower VA risk than those with high BNP; however, no significant difference was observed between patients with high BNP and those in the lowEF group. Univariate analysis revealed that high BNP was a predictor of VA in the impEF group. The VA risk is reduced with improved LVEF after CRT but not with high BNP levels. The post-BNP level after CRT implantation is a useful marker for predicting VA in patients with improved LVEF.