A system and method for generating synthetic clients is provided. A synthetic client program, executing on one or more clients of a storage system environment, is invoked by a user. The synthetic client program simulates a plurality of physical clients (synthetic clients), each of which performs one or more operations directed to a storage system. A user may monitor the storage system under load for testing and/or diagnostic purposes.