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    SemiAnalysis says AMD’s DeepSeek v4.1 Flash image trails Nvidia on performance per dollar

    SemiAnalysis says AMD’s image works out of the box but was released two days after CUDA vLLM support—a gap it frames as evidence of Nvidia’s software advantage.

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    1 Source, 19d ago, first seen 19d ago

    TLDR

    In its September 12, 2026 assessment, SemiAnalysis said AMD’s DeepSeek v4.1 Flash image delivered “up to 14.8x worse” performance per dollar than Nvidia’s H200 and “up to 42x worse” than B200/B300. It said AMD’s release followed CUDA vLLM support by two days. The publisher credited Nvidia’s collaboration with its six-million-developer ecosystem for day-zero optimization, arguing that rapid model support is CUDA’s competitive advantage.

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    Combined views

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    1 Source

    @SemiAnalysis_POWER OF CUDA MOAT ALERT🚨: 2 days after CUDA vLLM supported DeepSeekv4.1 Flash, AMD finally publicly released its DeepSeek v4.1 Flash image. Functionally, it works out of the box, but performance-wise, it is currently up to 14.8x worse perf per dollar than H200 and up to 42x worse perf per dollar than B200/B300 currently. The 🚀 POWER OF THE CUDA MOAT 🚀 is that NVIDIA's collaboration with its massive 6 million-developer community ecosystem means that CUDA is optimized on day 0. As AMD Anush said, "Speed is the Moat," and day 0 model support shows CUDA is the speed.

    1 Source

    @SemiAnalysis_POWER OF CUDA MOAT ALERT🚨: 2 days after CUDA vLLM supported DeepSeekv4.1 Flash, AMD finally publicly released its DeepSeek v4.1 Flash image. Functionally, it works out of the box, but performance-wise, it is currently up to 14.8x worse perf per dollar than H200 and up to 42x worse perf per dollar than B200/B300 currently. The 🚀 POWER OF THE CUDA MOAT 🚀 is that NVIDIA's collaboration with its massive 6 million-developer community ecosystem means that CUDA is optimized on day 0. As AMD Anush said, "Speed is the Moat," and day 0 model support shows CUDA is the speed.