A computer implemented method, data processing system, and computer usable code are provided for analytical generation of software thermal profiles. In order to generate a thermal profile, a set of instruction streams are analyzed for a program being executed by a set of processors to create analyzed information. A thermal index is generated based on the analyzed information.