Current simulation object models are optimized to support practice, not training. Training requires support for human performance measurement and feedback. This, in turn, requires that simulation object models give first class status to data concerning human performance. We define Performance Measurement Objects (PMO), which represent actors, behavioral data, and measurement methods. PMOs support the real-time requirements of intelligent agents, human observer/instructors, and distributed performance assessment processors.