By measuring it. Usually performance tests are ramped up gradually, i.e. starting with a single virtual user, adding an additional user every 60 seconds or so, etc. until the target load has been achieved. With this kind of a setup, you can compare the response times during the first 60 seconds with other sections of the result graphs.