Pumpkin Sherbet All the flavors you love about pumpkin pie, only frozen! It may be October, but we've been having some hot weather the past few days here in New York. I'm not quite ready to put my ice cream maker away just yet. I recently tried the pumpkin ice cream from Trader Joe's and it was so delightful I wanted to see if I could recreate it, without all the fat. This sherbet is creamy and perfectly spiced, made with milk, pumpkin puree, and spices.