A new and distinct cultivar of Petunia plant named ‘Duesunpursky’, characterized by its mounding to outwardly trailing plant habit; moderately vigorous growth habit; freely branching habit; early and freely flowering habit; medium to large-size flowers with purple-colored petals with greyed and dark purple-colored centers and venation; and good garden performance.