 The Harkness system was reasonably fair, but in some circumstances gave rise to ratings which many observers considered inaccurate.On behalf of the USCF, Elo devised a new system with a more sound statistical basis.Elo's system replaced earlier systems of competitive rewards with a system based on statistical estimation.