A new and distinct cultivar of Calibrachoa plant named ‘Sunbel 0579’, characterized by its compact and mounding plant habit; vigorous growth habit; freely branching and flowering plant habit; early and long flowering period; numerous single purple violet-colored flowers with darker purple coloration towards the throat; and good garden performance.