Your sanded/turned version does look better.
Just a thought… Did you consider routing a narrow groove around the base’s perimeter (say, about one-third of the way up from the bottom edge)? It won’t reduce the base’s actual thickness, but it may trick the eye and help reduce its apparent thickness.