When you're asked to meet a time limit, that's time domain, not rate, and so improvements will be reported in the time domain.
Time domain also works for Little's Law, which is the more prevalent measure these days anyway. If you double the throughput of a server you can halve the cluster size and retain the same level of service. Which isn't 200%, it's 50%.