If my girlfriend and I have 2 kids, one of which is mine, and I was going to claim both of them on my taxes...?

Would it be better for me to still claim them both or would we get more back by claiming them separately on each of our returns? Also, would I be eligible for the EIC by claiming my girlfriend's child, who is not biologically mine? I live in North Carolina.