Described herein are high capacity electrochemical cells including a first electrode comprising a metal oxide, such as acidified metal oxide (“AMO”) materials, and a second electrode comprising lithium metal, where the metal oxide is present in the first electrode at less than 80 weight percent. Methods of making electrodes comprising a metal oxide and methods of making electrochemical cells are also disclosed.