io_uring is a tool for maximizing throughput not minimizing latency. So the correct measure is transactions per millisecond not milliseconds per transaction.

Little’s Law applies when the task monopolizes the time of the worker. When it is alternating between IO and compute, it can be off by a factor of two or more. And when it’s only considering IO, things get more muddled still.