Developing and commercialized chemical energy storage technologies (batteries) for grid and other large capacity applications are reviewed, characterized in detail, and compared to non-chemical storage options. Grid applications, especially for integrating renewable electricity sources (e.g., wind and solar PV), as well as others are also explained, modeled, and analyzed including for their economics.