Implantable, malleable calcium phosphate compositions are provided. The compositions include calcium and phosphate reactants and a non-aqueous liquid carrier. Aspects of the invention also include methods of making and using the compositions, as well as kits that include the compositions. The compositions and methods find use in a variety of applications, including the repair of hard tissue defects, e.g., bone defects.