You may as well analyse the skewness and kurtosis from the period of time PnL by using 3rd and 4th moments of $Y_t$ respectively. Presumably you can conclude that for 2 series with similar expectation and variance, you might favor the just one with positive skew or reduced kurtosis, but perhaps not depending on the self-confidence of the marketplac