In addition to (nano)composite anodes comprising alloying-type active materials, other suitable types of high capacity (nano)composite anodes may comprise metal oxides (including silicon oxide, lithium oxide, etc.), metal nitrides, metal phosphides (including lithium phosphide), metal hydrides, and others.