The invention discloses a stable pressure control system for a handheld polisher, comprising an oil tank, a hydraulic oil pump, a relief valve, a hydraulic cylinder, a pressure measurer, a central processing unit, a pressure switch, a manual switch, a power positive pole, a power negative pole, a first motor and a second motor; the oil tank is connected with the hydraulic oil pump which is connected with the relief valve, the relief valve is connected respectively with the hydraulic cylinder, the pressure measurer and thee pressure switch, and the hydraulic cylinder is connected to the oil tank; the power positive pole is connected to the manual switch, the manual switch is connected respectively to the pressure switch and the central processing unit, the pressure switch is connected to the first motor, the first motor is connected to the power negative pole, the central processing unit is connected to the pressure measurer, the central processing unit is connected to the second motor, the second motor is connected to the power negative pole, and the power output end of the second motor is connected to the hydraulic oil pump. The stable pressure control system provides automatic pressure control and has stable pressure, can provide reliable polishing quality for a polisher and has low technical skill requirements on workers.