This is always a debate at my house because I like them on and my husband likes to take them off. I like to leave the tails on if the shrimp recipe is for an appetizer. That way you have a little handle to hold them by. I also think leaving the tails on makes the entire dish look better. Of course, you cannot eat shrimp tails, they must be discarded.