Unverified50% confidenceBenchmarkExact time
一个包含5个Agent、每Agent平均10轮推理、每轮2000 Token的任务单次执行约消耗10万Token，而等效确定性工作流可能只需一次几百Token的调用
1
Sources
50%
Confidence
Long-term
Relevance
7/14/2026
First Seen
Sources
AI Agent还是工作流？别让概念热度误导你的技术选型
Related Claims
UnverifiedIn multi-agent systems, each Agent call must carry the full context, and multi-turn reasoning continuously accumulates conversation history, meaning a seemingly simple multi-Agent task may consume tens of thousands or even hundreds of thousands of Tokens, whereas an equivalent workflow might only require a single call of a few hundred Tokens.79% similarVerifiedAn Agent's token consumption for a single task may be 5–10 times that of an ordinary conversation, due to the involvement of multiple rounds of large model calls.78% similarUnverifiedFor a complex Agent task involving a 10-step plan, the actual token consumption may be 20 to 50 times that of a single conversation.75% similarUnverifiedAn Agent handling a medium-scale code refactoring task may need to read 20–30 files, execute more than 10 tool calls, and accumulate a context exceeding 50,000 tokens.73% similarUnverified一个典型的四层智能体工作流（规划→执行→验证→总结）可能将单次任务的令牌成本放大8至15倍70% similar
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