As someone who has played competitive chess for many years, I am impressed with just how robust and reliable the elo rating system has proven to be.
A 100 point difference between two players suggests that the stronger player will score 66% ((1#wins + 0.5#draws + 0*#losses)/#totalgames) and a 200 point difference will predict the stronger player will score 75%.