I simply feel that if you did get better sound from simply upgrading the power cord to your cd player, then you must have a problem with your old power cord, ie. too small, for the power requirements of the cd player.
Were all the power cords of the same gauge? grounded? You must really try to give more information or yes, you will have doubters flaming you.