Unverified50% confidenceTradeoffExact time
The Plan-and-Execute architecture has high upfront planning costs, but the execution phase can be parallelized, making it more efficient for tasks with independent steps.
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9/17/2026
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UnverifiedThe advantage of the Plan-and-Execute architecture is that planning and execution can use models of different capability levels, with a high-capability model for planning and a lightweight model for execution to reduce costs78% similarUnverified在许多实际项目中，一个由几个确定性步骤组成的简单工作流往往比复杂的多智能体架构更容易调试、成本更低、速度更快、也更可靠74% similarUnverifiedIn actual development, 80%–90% of basic tasks can be completed by cost-effective models such as DeepSeek, and only high-difficulty tasks such as complex reasoning and multi-step planning require calling expensive top-tier models.71% similar
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