If you're testing a single-threaded benchmark, then the test statistics aren't going to be meaningfully different in interpretation, especially if you're only asking the question "is A or B faster?" What's more important is that you capture enough runs to characterize the distribution well; if you have that, you'll get meaningful results no matter which statistic you're actually measuring.