Sounds weird, but some cheap food for them (and we all know it will get expensive) is cut mullet or any other fish. We catch them with mullet all the time. I don't know if this would be the best food for them but its cheap and you can freeze it for special treats for them.
worms will work too and if you have a space for them, you can breed worms pretty easily.