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Up to 30x More Work Per Watt: NVIDIA Vera Rubin NVL72 Sets a New Efficiency Standard for AI Agents

L4 · DeveloperTools & ProductsNVIDIA AI Blog· 8/24/2026

Critical infrastructure performance data for developers building and deploying production AI agent systems at scale.

AI Summary

NVIDIA's Vera Rubin NVL72 system delivers up to 30x higher throughput per megawatt than previous GB300 systems for workloads.

Excerpt

According to OpenRouter data, agentic AI workloads consume 15x more tokens than a simple chat request. Why?  Consider what happens when an AI agent researches a company for an investment decision. The agent queries financial databases, searches news and filings, invokes a sub-agent to run peer comparisons and model valuations, then synthesizes everything into a […]

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