Comment by WorkLifeBalance

Stop trying to re-invent statistics. Use a box and whisker plot of latency. You quickly get to see the mean, the quartiles, and all the outliers and you get it in a format which is familiar and easy to understand. You can even plot box and whisker plots next to each other for quick meaningful comparisons between different things.