NVIDIA Vera Rubin NVL72 posts initial AA-AgentPerf results against GB300 NVL72

What happened

Artificial Analysis reports that NVIDIA's Vera Rubin NVL72 delivers up to ~5.7x GB300 NVL72's throughput per megawatt on DeepSeek V4 Pro in initial AA-AgentPerf results. Its advantage is largest at faster per-user speeds; peak-throughput gains range from 1.14x to 1.45x across the four tested models. NVIDIA submitted all Vera Rubin results using TensorRT-LLM and vLLM with NVIDIA Dynamo; the benchmark replays real agentic coding sessions and measures throughput per megawatt of measured GPU power alongside per-agent output speed.

The story so far

Artificial Analysis published initial AA-AgentPerf results showing NVIDIA’s Vera Rubin NVL72 delivering up to approximately 5.7 times GB300 NVL72’s throughput per megawatt on DeepSeek V4 Pro, with the largest advantages at faster per-agent output speeds. At peak throughput, gains ranged from 1.14 to 1.45 times across the four tested models. Artificial Analysis reported maximum throughput-per-megawatt advantages of approximately 5.4 times on DeepSeek V4.1 Flash, 3.0 times on GLM-5.2 and 2.8 times on Kimi K3. AA-AgentPerf replays real agentic coding sessions and measures throughput per megawatt of measured GPU power alongside per-agent output speed. NVIDIA submitted all Vera Rubin results using TensorRT-LLM and vLLM with NVIDIA Dynamo.

Keep reading

Trending now

1. 1Meta Releases Muse Spark Open With Mac and Cloud Support, Topping US Open-Weight Index
2. 2Google Launches Gemini 4 Argon Globally, Expands Paid Access as Benchmark Results Vary
3. 3OpenAI Updates GPT-6 Astra Pro in ChatGPT With Parallel Agents and Faster Responses
4. 4Meta’s New Business Terms Raise Dispute Over Website Crawling and AI Training Rights