English(EN) The Cost of Self-Hosting Open-Source LLMs: GPUs, Staffing, and Operations

2026年自托管大语言模型年成本将达15万至200万美元以上

作者 PulseAugur 编辑部 · [1 个来源] · 2026-11-06 14:13

预计到2026年，自托管开源大语言模型的年成本将在15万至200万美元之间。除了GPU硬件之外，显著的开销还包括专业工程人员的成本，这可能等于甚至超过硬件支出。从专业云服务提供商那里租用GPU通常比购买更具成本效益，除非能实现近乎恒定的利用率，并且价格因提供商而异，而非芯片本身。 AI

影响自托管大语言模型需要对硬件和专业工程人才进行大量投资，影响了组织的部署策略。

排序理由文章分析了自托管开源大语言模型的成本和运营考量，而非宣布新版本或重大行业事件。

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dev.to — LLM tag TIER_1 English(EN) · Eric Thompson · 2026-11-06 14:13

The Cost of Self-Hosting Open-Source LLMs: GPUs, Staffing, and Operations

<p>Self-hosting an open-source LLM in production costs roughly $150,000 to $2 million or more per year in 2026. GPUs are only part of the bill: for most companies, the engineers who run the stack cost as much as or more than the hardware. Self-hosting usually beats paying for an …