A comprehensive review is given in this article on magnetic and magnetostrictive properties of nanogranular Co-Fe based alloys, with a particular emphasis on high frequency applications. Structural and physical properties are firstly described, followed by magnetic and magnetostrictive properties. Materials of both thin film and bulk forms are considered. A detailed description on high frequency characteristics of Co-Fe based soft magnetic thin films is then presented.