Shrimp cooked in the shells are more intensely flavorful. Leaving the shells on provides a buffer against overcooking, a misfortune many shrimp suffer. Shrimp, even these jumbos, continue to cook once removed from the grill. It's always best to cook them just until opaque and let the delicate shellfish finish cooking off the heat.