One reason to use a smaller battery or one of a different chemistry is so you could take it in the office or place of employment and charge it at your desk unless you can plug in outside.
With my 30 amp regulated setup I see a 9 mpg improvement. Its only good for 150 miles with the 70 amp capacity battery I have.