A new and distinct cultivar of Impatiens plant named ‘Duemagbu’ characterized by its upright and outwardly spreading growth habit mounded plant habit freely branching habit relatively vigorous growth habit dark green-colored leaves freely and early flowering habit large red purple-colored flowers and good garden performance.