A new and distinct cultivar of Calibrachoa plant named `Sunbelkuriho`, characterized by its outwardly spreading, trailing and decumbent plant habit; vigorous growth habit; freely branching habit; freely flowering habit; long flowering period; white-colored flowers; and good weather tolerance.