Never hunted leopard, but from what I've read the industry seems to recommend 7mm Rem Mag through .300 Win Mag. Maybe up to the .375 on a one-gun safari.

Of far greater importance is the scope. Leopard are usually taken at last light, so high quality optics are far more crucial than calibre.