In performance testing, workload model design must consider concurrency and active user calculations. Concurrency refers to simultaneous processing, while active users are those generating requests at a given moment. Factors to consider include think time, arrival rate, workload distribution, capacity planning, and load test variations to gauge system limits and plan for scalability.