You Don't know Jack about Application Performance

You don't need to do a full-scale benchmark any time you have a performance or capacity planning problem. A simple measurement will provide the bottleneck point of your system: This example program will get significantly slower after eight requests per second per CPU. That's often enough to tell you the most important thing: if you're going to fail.