Do More Agents Help? Evaluating Accuracy and Cost in LLM Multi-Agent Workflows.

arXiv:2606.05670v2 Announce Type: replace Abstract: Choosing whether to replace a single-agent controller requires evidence on both task performance and inference expenditure. We present BenchAgent, a shared evaluation framework, and compare six multi-agent wo