Performance tuning an application is time consuming, and expensive. Useful tests often need dedicated hardware to run on. It's specialised and time consuming to prepare the ground work and write the various fixtures needed to run, and whose only perceived benefit is preventing a production issue that you don't even know will happen yet.
Stereotypical Scenarios and Outcomes
Here's some stereotypes I've encountered: