Well, technically diversification limits losses and gains but it limits losses more than gains if that makes sense. 3 assets that have a maximum rate of return of 30%, 20%, and 10%, then an equally proportioned portfolio will yield 20% at maximum, whereas if you only invested in the 30% asset your maximum is 30%, but you are more vulnerable to the risk specific to that asset.