Cannon has three sub-peaks with heights of 3,693, 3,700, and 3,769 feet (1,125, 1,127 and 1,148 m), collectively known as The Cannon Balls. Geologically, it is an exfoliating granite dome. Part of the Kinsman Range, the mountain is located within Franconia Notch State Park.