Via
We can do better than percentile latencies | theburningmonk.com, this amazing animation:
Every one of those has the same mean and standard deviation in both X and Y!
Read the linked paper for details, but this is by far the best visual education I’ve ever seen for why you absolutely cannot trust summary statistics.