A new and distinct cultivar of Calibrachoa plant named `Sunbelkusubu`, characterized by its upright, outwardly spreading and mounding to trailing plant habit; vigorous growth habit; freely branching and flowering plant habit; long flowering period; and pale lavender-colored flowers.