We've just added a little feature to make it easier to compare how you've performed against the other players on the site.
Open up their profile page and you should see a link in the menu bar called 'Head2Head'. If you click on this it will give you a list of all the finished games that you have played together.
Also on their profile page there should be an entry showing your win record (games won / lost) against the player.