Unverified50% confidenceBenchmarkExact time
According to Anthropic's research data, a multi-agent pipeline may consume 15 times the tokens of a typical single-model conversation.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/5/2026
First Seen
Valid until: 1/3/2027
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Related Claims
UnverifiedIn orchestrator scenarios, the number of model calls can be 3 to 10 times that of a single-turn conversation.72% similarVerified智能体单次任务可能触发数十次模型调用，单次任务成本可以是普通对话的数十倍72% 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.70% similarVerifiedIn 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.68% similarVerifiedFor a complex Agent task involving a 10-step plan, the actual token consumption may be 20 to 50 times that of a single conversation.68% similar
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