I did one extract with pumpkin where I through it in the boil. It was not very good. Most of the good ones I've had have been AG with the pumpkin in the mash, or funny enough, no pumpkin at all. Just the right blend of crystal malts and pumpkin spice (I think Southern Tier's Pumpking does it...