How many toxic materials does an average AEV battery system include, and in what quantities?

I've been curious about the tradeoffs between AEV and modern combustion engines.  Since electricity requires something else generating energy, the pollution generating components just get relocated, for now, most likely.  So I'm wondering if the batteries in AEVs are more or less or equally as toxic as other vehicles.