A new and distinct cultivar of Lobelia plant named ‘Sunlobe Toresubu’, characterized by its outwardly spreading plant habit vigorous growth habit freely branching habit dense and bushy plant form freely flowering habit relatively large lavender to pale blue-colored flowers and good garden performance.