It is a shame that comment is not a blog post!

You will like the Strange Loop 2017 talk about this subject:

"Stop Rate Limiting! Capacity Management Done Right" by Jon Moore https://www.youtube.com/watch?v=m64SWl9bfvk

Concurrent capacity might not be the best metric.