Data indicates that with current AMD software, Nvidia's performance lead is significant. Even if AMD hardware were provided at no cost, while still accounting for expenses such as datacenter hosting and power, Nvidia would continue to deliver a lower cost per token.
This comparison is based on GLM 5.3 SGLang benchmarks and focuses on operational costs under real-world usage conditions.
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