A new and distinct cultivar of Petunia plant named `Sunsurfgigabu`, characterized by its outwardly spreading, mounded and decumbent plant habit; vigorous and freely branching growth habit; freely flowering habit; large purple violet-colored flowers; long flowering period; and good garden performance.