A new and distinct cultivar of Petunia plant named ‘Duepetsurwhiorch’, characterized by its mounding to trailing plant habit; vigorous growth habit; freely branching habit; early and freely flowering habit; light red purple-colored flowers with purple-colored throats; and good garden performance.