I use a standard chile powder.  The kind with the mixed spices
in it.  A straight chile powder would change the flavor too much, I think.  Sorry it took so long to see this.
I just love this sauce.  You have to mess around with it a little bit, or I do, but the basic recipe is a good one.  Not tomatoey, which I like.