The invention relates to a punching device and particularly relates to a rapid punching device for producing sandals. The rapid punching device is high in punching speed. The rapid punching device comprises a slide rail, a slide block, a bracket, a swing rod, a support rod, a drill needle, a placement frame, a connecting seat, a big belt wheel, a rotary motor, a flat belt, a small belt wheel, a reel, a fixed pulley, a first spring, a bracing wire, a wedge-shaped block, a contact wheel, a lifting rod, a fixed block, a second spring and a guide plate, wherein the slide rail is arranged on the left side of the bracket. By driving the drill needle by virtue of the rotary motor, the sandals can be rapidly and uniformly punched; meanwhile, a pattern needle is arranged at the bottom end of the drill needle and can be driven by the drill needle to punch patterned holes in the sandals, so that the aesthetic sense of the sandals is improved, and the market can be rapidly captured.