Lead acid and LiPo

I have noticed that there is large 8 pound lead acid batteries that output say 4 amps an hour but there is also .3 pound LiPo batteries that can do the same amps/hour at the same voltage.

what advantages does one have over the other?

Lead acid is simpler to charge and maintain.