A system for compensation modeling includes an interface and a processor. The interface is to receive live transactional compensation data. The system processor is to determine a set of compensation assignment plans based at least in part on the live transactional compensation data, determine a compensation model based at least in part on the set of compensation assignment plans, and provide the compensation model.