Unverified60% confidenceTradeoffExact time
Token consumption from concurrent multi-Agent calls accumulates linearly; if 5 sub-Agents are launched simultaneously, the actual consumption can reach 5 times that of a single Agent.
2
Sources
60%
Confidence
Long-term
Relevance
7/18/2026
First Seen
Sources
Related Claims
UnverifiedUltra 模式四个 Agent 同时运行会使 Token 用量扩大至约四倍78% similarUnverified多 Agent 编排通过给每个子 Agent 独立上下文窗口和支持并发执行来突破单一模型瓶颈，但会成倍放大 Token 消耗并增加系统复杂度75% similarUnverifiedAnthropic measured on its own research system that agents consume about 4 times the tokens of chat mode, and multi-agent systems about 15 times.73% similarUnverifiedIn the agent scenario, the cost accounting metric shifts from "how much per thousand tokens" to "how much per successful task", because an agent task may consume tens of thousands of tokens and trigger multiple API calls.72% similarUnverifiedAn agent that runs continuously and frequently calls large language models faces cost-control challenges in terms of token and compute overhead.70% similar
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