A new and distinct cultivar of Calibrachoa plant named ‘Duecalvolsun’, characterized by its outwardly spreading to trailing and decumbent plant habit; vigorous growth habit; freely branching habit; early and freely flowering habit; large orange and yellow bi-colored flowers with red-colored venation; and good garden performance.