📄 中文摘要
AI 代理在执行任务时会进行大量的 API 调用,许多看似复杂的任务实际上是便宜的操作。通过对一个典型的代理会话进行成本分析,发现执行简单任务的总费用约为 0.24 美元。如果一天执行 20 次,这将花费 4.80 美元,五人团队的日常开销将达到 24 美元,月支出为 720 美元。对于需要工具使用、多步骤推理和检索循环的代理,成本将更高。优化这些操作可以显著降低开支。
📄 English Summary
Your AI Agent Is Probably Costing 10x More Than It Should
AI agents incur numerous API calls, with many tasks appearing complex but being relatively inexpensive. A cost breakdown of a typical agent session reveals that a simple task costs approximately $0.24. If performed 20 times a day, this totals $4.80, leading to a daily expense of $24 for a team of five, amounting to $720 monthly. The costs escalate further for agents that require tool usage, multi-step reasoning, and retrieval loops. Optimizing these operations can significantly reduce expenses.
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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等