A new and distinct cultivar of Calibrachoa plant named ‘Duecalindapu’, characterized by its compact, semi-upright and outwardly spreading to trailing and decumbent plant habit; freely branching habit; early and freely flowering habit; large velvety dark purple-colored flowers; and good garden performance.