In view that many use 9Vdc alkaline batteries to power Bot Boards, here is a link that rates their capacities and provides some good insight as to which brand to look for when powering a robot:
powerstream.com/9V-Alkaline-tests.htm
One observation of interest is that none of the batteries remain at 9Vdc for even a short while.
Enjoy,
Migs