Highlights•Analysis of recovery from cardiopulmonary exercise testing reveals pathophysiology.•Recovery of respiratory gases from peak exercise is hindered in heart failure.•Recovery from peak exercise in heart failure is negatively correlated with peak VO2but not baseline LVEF.