1.5 V is confirmed by a HP employee here:
https://www.reddit.com/r/HPReverb/co...52q/batteries/

I've seen it confirmed at other places as well.

There are 1.5 V NiZn rechargeables out there, but they are described as unreliable, and they require that you buy (yet...