At Equal Inference Cost, Multi-Agent Structure Does Not Beat a Single Frozen Agent

David Dylan, Aoife Brennan, Cian Murphy +3

Multi-agent LLM pipelines, such as Planner-Executor-Critic teams, often report gains over single agents, but these gains usually come with higher inference cost because the team ma…