A computer-implemented method is provided for determining the performance of an application platform. The application platform includes one or more applications associated with a plurality of resources of a computer system. A plurality of synthetic resource consumers are disposed within the application platform. Each synthetic resource consumer is configured to consume at least one of the plurality of resources. A workload profile is provided to the plurality of synthetic resource consumers. The workload profile includes parameters specifying resource consumption by the plurality of synthetic resource consumers. Performance data is acquired based on the impact of the workload profile on the plurality of resources and the plurality of applications.