I doubt we have even scratched the surface of battery technology though.

Battery technology is governed by the laws of physics and chemistry. I'm not an expert in battery technology, but I trust those who are to know physics and chemistry. We are likely asymptotically approaching a known limit. Perhaps someone who is an expert can tell us where those are.