A D-cell alkaline battery is "supposed" to be 17,000mAh, a AA of similar quality will be 2,100mAh. If you put 2 in parallel, that is 4,200mAh (with some assumptions).
So, you would really want 8 AA batteries in parallel to get close to what a D cell will do in terms of lifetime.
Duracell D-cells are about $1.50 each, AA's are $0.40 each.