Performance measurements should be taken in your production environment, not (just) in an artificial load test environment. There is nothing wrong with executing load tests before going to production if they deliver value to you. However, the real performance is done in the production environment. And it should be measured there and compared with previous measurements.

This holds also for usage statistics, patterns, and many, many other performance indicators. They can all be automatically gathered using production metrics.