The good trolling motor battery 
is that which enhance its power to the maximum capacity.
Now the question arises in mind what would be the capacity means?
The capacity is that how your battery hold the Valurnable shocks, leakage, and what is the maintenance of battery in year.
The best trolling motor battery is that which these three matrices
1.Ampere power
2.capacity
3.maintaince