Cavaet I am a performance architect ...

What was the system resource utilization on the System Under Test. What did the CPU, network and memory look like for both systems.

The problem with using latency is it is a second-order metric, which can cause variability in the analysis, such as were their operations running on the server and load driver executing the test that might cause an issue.