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If the current discharge is high and depending on the chemistry of the battery you're talking about a 3AH battery will last more than 1.5 times as long as a 2AH battery. It really depends on the battery chemistry you're using, how much current you're drawing, how long you need it to last, and what the cost per AH of the batteries are to determine if it's worth it or not.