A new and distinct cultivar of Osteospermum plant named 'Balserpurp' characterized by its single inflorescence form with dark purple-colored ray florets, violet-blue-colored disc florets, dark green-colored foliage, freely branching character, and compact, upright, and mounded growth habit.