A new and distinct cultivar of Petunia plant named 'Lanbor', characterized by its cascading plant habit; freely branching habit; freely and continuous flowering habit; numerous single flowers that are light purple in color with dark purple-colored centers; good garden performance; and resistance to Powdery Mildew.