removed smog pump.. what size belt do i need?

I heard that the smog pump is there to pump air into the cats, Is this true???

Cause I don't have cats on my car anymore but I still have the smog pump, Should I remove it and if I do how hard of a job is it and will I gain anything doing it????

Donny