A new and distinct cultivar of Penstemon plant named ‘Barpenpeppur’, characterized by its upright and relatively compact plant habit vigorous growth habit freely branching habit early and freely flowering habit long flowering period dark red purple-colored flowers with light pink-colored centers and good garden performance.