Radiator leak at cap

I have a Summit cross flow radiator which is stamped as a Northern radiator. I have had this for several years. Since I bought this most of the caps I tried leaked right between the cap and rad neck. I did have a NAPA cap that seemed to work but not any more. What could be causing this problem? It didn't do it with the stock radiator until I put this one in.

Fred B