How-to

SambaNova 拆解智能体成本:烧钱的是输出 token 不是请求次数

Why we picked it

SambaNova 讲了个很多人算错的钱:智能体烧钱看输出 token,不是请求数,串行调用还会把延迟和成本一起放大。

SambaNova 在与 Evan Kirstel 的对话中拆解了智能体预算的真实构成:推高成本的不是请求次数,而是每个任务的输出 token 数量。串行调用会让延迟和成本同时叠加,任务耗时越长账单越高。SN50 因此围绕解码(decode)阶段设计,靠提升输出生成速度来压低综合成本。

Original · SambaNova

The request count isn’t what breaks agent budgets. It’s output tokens per task, times how fast you can generate them. Serial calls mean latency and cost compound together, which is why SN50 is built around decode. @v_mohan_ walks through the math with @EvanKirstel in their conversation. Check it out! ⬇️