Will selecting higher AH Battery give more power?
AH or the Amp Hours is a unit of the battery's energy capacity. Think of it as a gas tank's size, the bigger the tank (AH) the more you can travel.
The AH value DOES NOT increase the watts or power or boost an eBike. More about this is explained in this article.