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NVIDIA Blackwell Leads on First Agentic AI Infrastructure Benchmark

20x more agents per megawatt. NVIDIA's Blackwell just reset the infrastructure baseline for agentic AI.

Illustration of independent geometric mechanisms passing paper tasks along branching amber tracks.
AI agents and the coordination of work.AI illustration by KeyNews
The KeyNews take

Why it matters

NVIDIA establishes performance dominance in emerging agentic AI infrastructure category via first industry benchmark, signaling a shift in how enterprises will evaluate compute for agent workloads vs. traditional LLM inference.

The key facts

5 to know
  1. AgentPerf: first industry agentic AI benchmark from Artificial Analysis

  2. NVIDIA Blackwell Ultra NVL72 leads benchmark results

  3. 20x more agents per megawatt vs. prior generation

  4. Benchmark enables comparison across developers, enterprises, infrastructure providers

  5. Agentic AI workloads emerging as distinct infrastructure category

Go to the source

NVIDIA Blogblogs.nvidia.com

Publisher excerpt: AgentPerf from Artificial Analysis, the industry’s first agentic AI benchmark, gives developers, enterprises and infrastructure providers a clear way to compare systems for agentic AI. In the first round of published results, the NVIDIA Blackwell Ultra NVL72 platform delivers leading performance…
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