Verified65% confidenceDecision RuleExact time
Selecting the model tier based on task type—not every task requires the strongest reasoning—can significantly optimize cost efficiency.
3
Sources
65%
Confidence
Long-term
Relevance
9/8/2026
First Seen
Sources
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Related Claims
Unverified不是所有任务都需要调用大模型，很多场景下确定性的传统程序才是更优解79% similarUnverifiedUsing small models for skill distillation and large models for actual execution may be a more optimal cost-performance combination78% similarUnverifiedOnly when a certain type of task is sufficiently high-frequency, stable, and cost-sensitive does migrating it from a general-purpose model to a specially trained model potentially realize significant cost benefits.78% similarUnverified少样本示例的质量和代表性比数量更关键，与目标任务分布高度吻合的示例能显著提升性能77% similarUnverified对于执行类任务应使用低成本模型，对于规划类任务应使用顶级模型，即成本分层的决策规则76% similar
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