You may as well analyse the skewness and kurtosis of the interval PnL by using third and 4th moments of $Y_t$ respectively. Presumably you can conclude that for two series with similar expectation and variance, you'll choose the a person with optimistic skew or decreased kurtosis, but perhaps not depending on the self-assurance of the industry look