A computer implemented method, data processing system, and computer usable code are provided the generation of software thermal profiles for applications executed on a set of processors in a simulated environment. Execution of a software program being run on a software simulator is detected and hardware operations for the software program being executed by the set of processors are analyzed to create analyzed information. Then, a thermal index is generated based on the analyzed information.