Those AA's appear to be "Heavy Duty" batteries so they would have 1/2 the AH of an Alkaline AA.
You can buy Alkaline AA batteries at Fry's for 40/$10 or 20 NiMH for $20, both would provide more run time/money vs. a $6 lantern battery and the NIMH batteries will last for years.