Computer hardware is too expensive and time consuming to build during design, so computer architects build software simulation engines that model real hardware. Validation of these engines is paramount to their usability for design space exploration. We use standard nonlinear time-series analysis methods to compare program traces of a SPEC benchmark running on real hardware and various simulator configurations.