Unverified50% confidenceTradeoffExact time
Complex agents require multiple rounds of model calls, and token consumption and response latency accumulate rapidly, making costs potentially unsustainable in high-frequency business scenarios.
1
Sources
50%
Confidence
Long-term
Relevance
10/5/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedMulti-agent systems require multiple rounds of LLM inference calls, which may face problems of excessive latency and high API call costs in high-frequency trading scenarios.79% similarUnverifiedLow latency directly affects the usability of agent-type systems, because the latency at each step in a multi-step reasoning chain is amplified and accumulated.79% similarUnverifiedEvery model invocation incurs a charge, and complex workflows may involve multiple rounds of calls, causing costs to accumulate rapidly at scale.78% similarUnverifiedHigher-capability models are typically accompanied by higher latency and call costs.77% similarUnverified多Agent系统的速度瓶颈主要来自Agent间通信开销、任务调度复杂性和API调用并发限制三个方面77% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/976354API
curl https://kongchang.com/api/v1/knowledge/claims/976354MCP
get_claim(id=976354)