There is good research on magnetic energy storage -- it certainly will be cheaper than batteries, but I'm not sure about the energy density (kWh/kg). Lots of work being done in this area by, e.g. ABB.
Or the energy density in kWh/m^3 also. As far as I know you need pretty big superconductor loops, and some serious structural framework to keep the loop in place.