Models
June 13, 2026

NVIDIA Blackwell leads industry’s first agentic AI infrastructure benchmark

NVIDIA Blackwell Ultra NVL72 topped the first AgentPerf benchmark, demonstrating up to 20x higher agent efficiency per megawatt than Hopper and setting a new standard for agentic AI infrastructure.

NVIDIA announced that its Blackwell Ultra NVL72 platform achieved leading results in AgentPerf, the industry’s first benchmark designed specifically for agentic AI workloads. Developed by Artificial Analysis, AgentPerf measures how efficiently AI infrastructure supports large-scale autonomous agents using the metric "agents per megawatt."

In the initial benchmark results, Blackwell delivered up to 20 times more agents per megawatt compared to NVIDIA Hopper systems, highlighting a significant leap in performance and energy efficiency.

The benchmark provides enterprises, developers, and infrastructure providers with a standardized framework for evaluating AI systems built for the emerging era of agentic AI applications.

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Nvidia

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