The invention provides an intelligent high-speed nail making machine and relates to the field of nail making machines. The intelligent high-speed nail making machine comprises a rack, a straightening mechanism, a feeding mechanism, a cutting mechanism, a nail head forming device and a power driving device, and is characterized in that the straightening mechanism comprises a horizontal straightening component and a vertical straightening component, the horizontal straightening component comprises a horizontal roller frame horizontally fixed on a rack, a horizontal roller seat installed in the horizontal roller frame, and a horizontal straightening roller installed on the horizontal roller seat, and the vertical straightening component comprises a vertical roller frame vertically fixed on the rack, a vertical roller seat installed in the vertical roller frame and a vertical straightening roller installed on the vertical roller seat. The intelligent high-speed nail making machine adopts a rolling method, so that the noise is reduced, the service life of a die is prolonged due to the rolling use of a die ring, an electronic eye controller is used to reduce the occurrence rate of degraded products of the nail making machine, the equipment is automated owing to the design of an automatic controller, the continuous high-quality production of the nail making machine is guaranteed, the production efficiency is improved, the production cost is lowered, and better practical application value and social promotion value are obtained.