^^ Actually, thats very accurate. You will get the best performance by running the lowest octane that your engine and tune can tolerate without detonating. You can actually lose power by using a higher octane fuel, which is simply more "stable", meaning that it is harder to get to combust, which can cause you a little (probably not noticable) power.
Jeff