I'm partial to the Albertson's on Orange Blossom Trail, if you're coming on the Green Way from the airport; easy on, easy off, and it's laid out very well and has a good selection. The prices seem reasonable to me, but I'm not sure if stuff up here is more expensive than elsewhere.
You just will need extra toll money b/c there's a toll at the exit (and maybe to get back on too?)