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How Does Blackwell Achieve 15x Lower Cost Per Token and 10x Higher Efficiency?

Metrics like tokens per watt, cost per million tokens and TPS/user matter as much as throughput. In fact, for power-limited AI factories, Blackwell delivers 10x throughput per megawatt for mixture-of-experts models compared with the previous generation, which translates into higher token revenue. The cost per token is crucial for evaluating AI model efficiency, directly impacting operational expenses. The NVIDIA Blackwell architecture lowered cost per million tokens by 15x versus the previous generation, leading to substantial savings and fostering wider AI deployment and innovation.

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