Just off the tee there is a solid 50 yard difference between men and women. Add in that the women play shorter holes and it is a noticeable difference.
If there wasnt a noticeable difference there would only be one tour. Now, in saying that, ladies on the lpga tour are frickin good and would kick the crap outta most regular joe golfers.