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Unverified50% confidenceSolutionExact time

模型分级调用策略将简单意图识别交给7B量级小模型、复杂推理上送GPT-4o，可将Token成本降低60%以上

1

Sources

50%

Confidence

Medium-term (~90 days)

Relevance

7/14/2026

First Seen

Valid until: 10/12/2026

Sources

企业级AI智能体实战：Hermes Agent开发指南

Related Claims

Unverified简单任务使用GPT-3.5级别模型成本约为旗舰模型的1/20，合理的LLM路由可将整体推理成本降低60%-80%82% similar Unverified通过梯度化模型调度策略，80%的简单任务由最便宜的模型处理，仅5%的复杂任务动用顶级模型，整体成本可降低60-70%75% similar Unverified动态路由到小模型的策略可将整体成本降低60%以上74% similar Unverified通过精简上下文、优化System Prompt设计、采用少样本示例等Prompt工程技巧，可将相同质量输出的Token消耗降低30%-60%73% similar Verified合理的模型路由策略可将整体推理成本降低40%至70%73% similar

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