A new and distinct cultivar of Petunia plant named `Sunsurfpaspimi`, characterized by its outwardly spreading and mounding plant habit; vigorous growth habit; freely branching and flowering plant habit; long flowering period; medium-sized pastel pink-colored flowers; and good garden performance.