A new and distinct cultivar of Calibrachoa plant named ‘Sunbelriki’, characterized by its compact and spreading plant habit; vigorous growth habit; freely branching and flowering plant habit; long flowering period; medium-sized bright yellow-colored flowers; and good garden performance.