A new cultivar of sweet cherry tree, ‘SPC342’, that is characterized by its very high fruit stem pull force, its large fruit with an attractive appearance, its flowers that are not self-fertile, its distinctive maroon spots on its leaves, and its good fruit storage capacity in MAP (modified atmosphere packaging).