NVIDIA reports that its GB300 NVL72 platform leads the first published AgentPerf results from Artificial Analysis, a benchmark designed for agentic AI infrastructure. The benchmark uses DeepSeek V4 Pro and coding-agent-style workloads with long sequences, simulated tool delays, and concurrency targets. NVIDIA attributes the gains to rack-scale Blackwell design, CUDA optimizations, and TensorRT LLM, claiming up to 20x more agents per megawatt than HGX H200.
A r/LocalLLaMA post points to NVIDIA Marketplace showing the RTX PRO 6000 Blackwell Workstation Edition priced at $13,250. The post asks when this official-page price appeared, without adding benchmarks or broader pricing evidence. For local LLM users, the figure matters because workstation GPU pricing directly affects the economics of self-hosted inference, experimentation, and small-team AI hardware planning.