Artificial Analysis open-sources AA-AgentPerf-Local for benchmarking local AI agents
AA-AgentPerf-Local: Benchmarking local AI agents on laptops and workstations
AISummary
Artificial Analysis has open-sourced AA-AgentPerf-Local, a tool that replays recorded agent trajectories to measure inference speed on laptops and workstations. Initial results cover NVIDIA DGX Spark, NVIDIA GeForce RTX 5090, AMD Ryzen AI Halo, and MacBook Pro M5 Pro, with the RTX 5090 fastest for models that fit its 32 GB. The source states the tool and leaderboard will expand to more hardware, frameworks, and models.
AIWhy it matters
The source gives per-system completion times and memory bandwidth figures, letting readers compare local hardware for running agentic workloads.
Source: Artificial Analysis Articles · artificialanalysis.ai