The invention discloses a compression molding die with a lever eject-out mechanism so that the appearance quality can be guaranteed after products are formed. The compression molding die with the lever eject-out mechanism comprises a fixedly-arranged lower die; a forming groove is formed in the upper portion of the lower die; a die holder plate which can move up and down is located over the lower die; a vertical and downward mold core is installed in the middle of a die holder; the periphery of the mold core is sleeved with an annular slider which can move in the axial direction of the mold core; a plurality of ejecting pins are evenly distributed on the portions, in the circumferential direction of the slider, of the die holder; the ends of the ejecting pins abut against the outer surface of the slider; a die cavity is formed between the lower portion of the slider and the forming groove in the die closing process; a flange is arranged on the upper portion of the mold core; two upper ejecting rods which are symmetrical about the axial center of the mold core are arranged on the flange in a penetrating manner; the upper ends of the two upper ejecting rods are both fixed to a horizontal installing plate; the compression molding die with the lever eject-out mechanism further comprises a lever capable of rotating in a vertical plane, and the middle of the lever is hinged; and one end of the lever abuts against the upper plate face of the installing plate.