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NVIDIA Blackwell Leads First Agentic AI Benchmark from Artificial Analysis

By

Shruti Koparkar

10d ago· 5 min readenNews

Summary

Artificial Analysis launched AgentPerf, the industry's first benchmark for agentic AI workloads. The initial results show NVIDIA's Blackwell Ultra NVL72 (GB300 NVL72) platform delivering leading performance, running up to 20x more agents per megawatt compared to NVIDIA's previous Hopper architecture. The article highlights how agentic AI differs fundamentally from conversational AI — moving from single LLM call-response interactions (sprints) to multi-step, relay-like workflows that require sustained reasoning and tool use.

Source

bskyNVIDIA Blackwell Leads First Agentic AI Benchmark from Artificial Analysisblogs.nvidia.com

Key quotes

· 3 pulled
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.
The NVIDIA Blackwell Ultra NVL72 platform delivers leading performance across the agentic AI workloads tested, running 20x more agents per megawatt than NVIDIA Hopper.
Agentic AI is a fundamentally different workload than conversational AI. A single chat completion is a sprint: one large language model (LLM) call, one response. An agent functions more like a relay.
Snippet from the RSS feed
New AgentPerf results from Artificial Analysis show how accelerated computing systems handle real-world agentic workloads, with NVIDIA GB300 NVL72 running up to 20x more agents per megawatt than NVIDIA Hopper.

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