Exactly the same as today.

Ungodly amount of money was spent on battery research since 1945, at least $100-150B since 2000 alone. Every combination of anode, cathode and electrolyte was tried, tested and evaluated. We got silver-zinc, Ni-Cd, NiMH and finally Li-Ion batteries as the result.