For me, a swept back bar with some rollback works well. The bar basically slopes down and back and out as you go out to the end. True flat bars will kill my hands very quickly.

Or get drops, especially flared ones.

How does your position on the new bike differ from your old bike? (I'm assuming the old one was comfortable)