A new and distinct cultivar of Petunia plant named ‘Dopetsubust’, characterized by its mounding to hanging plant habit; moderately vigorous growth habit; freely branching habit; early and freely flowering habit; large light purple and red purple bi-colored flowers; and good garden performance.