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NVIDIA Blackwell Sets New Standard in AI Inference with 15X ROI and $75 Million Revenue

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October 9, 2025

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Industries worldwide are scaling AI as never before, and NVIDIA leads the way with unmatched #inference performance at #AIfactory scale. The NVIDIA Blackwell platform is the standard for next-generation AI, as demonstrated by independent open source results from SemiAnalysis InferenceMAX:

DeepSeek-R1: One GB200 NVL72 system can generate $75M in token revenue in three years, delivering 15x ROI for AI factories.

gpt-oss-120B: Leveraging TensorRT-LLM, B200, and the NVLink Switch’s 1,800 GB/s bandwidth, NVIDIA achieves 60,000 tokens/sec per GPU and 1,000 tokens/sec real-time per user.

Llama 3.3 70B: For dense open models, NVIDIA Blackwell delivers 10,000 tokens/sec per GPU—a 4x performance boost compared to Hopper.

With 10× greater performance per watt compared to Hopper, organizations slash costs and achieve breakthrough energy efficiency.

Explore how NVIDIA’s full-stack innovation unlocks new levels of efficiency, scalability, and profitability—whether in healthcare, manufacturing, the public sector, or beyond.

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The NVIDIA BlackwellLeveraging TensorRT-LLM BNVLink SwitchsB ForNVIDIA BlackwellHopper With

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NVIDIA Blackwell Sets New Standard in AI Inference with 15X ROI and $75 Million Revenue · Nvidia · Sentinel