Much of Calf Crag is covered by Quaternary deposits although the summit knoll is an outcrop of the Lincomb Tarn Formation. This is composed of dacitic lapilli-tuff with andesite sills. The eastern crags at Pike of Carrs display the underlying Esk Pike Formation of volcaniclastic sandstone.