Unverified50% confidenceTradeoffExact time
Ultra模式的多代理架构会产生token乘数效应，整体token消耗可能是单代理模式的数倍乃至数十倍
1
Sources
50%
Confidence
Long-term
Relevance
7/16/2026
First Seen
Sources
Related Claims
Unverified多智能体系统随着调用链路加长，错误累积效应和Token消耗会成倍增加68% similarUnverified在多轮迭代模式下每一轮执行都会重新传入累积的上下文，导致token消耗呈近似二次方增长68% similarUnverified在Agent场景下由于存在多轮工具调用和状态传递，Token消耗会随迭代次数线性甚至非线性增长65% similarUnverifiedClaude Code的代理架构意味着每次任务执行可能触发多轮模型调用，Token消耗呈指数级增长而非线性增长64% similarUnverifiedUltra模式是一种用Token换速度的策略，通过多Agent并行更快完成复杂任务，代价是Token消耗大幅增加64% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/527092API
curl https://kongchang.com/api/v1/knowledge/claims/527092MCP
get_claim(id=527092)