AA-AgentPerf-Local is an open-source benchmarking tool that tests how quickly agentic AI models can run on local hardware like laptops and workstations. The tool replays real agent trajectories and has released initial results across NVIDIA, AMD, and Apple hardware, with plans to expand coverage of models, frameworks, and devices over time.