MLPerf Client is a benchmark developed collaboratively at MLCommons to evaluate the performance of large language models (LLMs) and other AI workloads on personal computers–from laptops and desktops to workstations. The LLM tests in MLPerf Client make use of several different language models capable of performing a range of tasks based on natural-language interactions, from chat to summarization, code analysis, and