The invention relates to a processing device, particularly relates to a highly efficient processing device for sole groove in shoe making, The technical problem to-be-solved by present invention is to provide a highly efficient, high speed processing device for sole groove in shoe making. To solve the above technical problem, the present invention provides such a highly efficient processing device for sole groove in shoe making, including a first shaft block, a first bevel wheel, a first revolving shaft, a left shaft block, a nut, a screw rod, a right shaft block, a rotating motor, a support, a second revolving shaft, a second bevel wheel, an electric driven rod, a placement board, an electric sucker, a heating device, a first elastic component, a first fixed block, a first lifting rod, a first touch wheel and a round plate and more; the bottom part inside the support rod is installed from the left to the right in sequence with the first shaft block, the left shaft block, the right shaft block, and the rotating motor. The present invention achieves the effects of fast in processing speed, high in processing efficiency, simple in device operation, simple in device structure, low cost in device preparation.