Author will share his experience in creation of flexible performance testing framework that can be used when, for various reasons standard tools, such as JMeter, LoadRunner, LoadComplete, LoadUI NG Pro, etc., do not fit. Following aspects will be covered: application-under-test modelling, readable test scenarios, extensible metrics and resource monitors, reliable results storage and customer-friendly reporting.