Amazon Paper: Multi-Agent Architectures Cost More, Gain Little

Amazon's controlled experiments across 13 enterprise workflow tasks show multi-agent architectures consume 1.4-4.7x more tokens than single agents with little success-rate gain, suggesting single-agent designs often suffice for SOP automation.

2026-11-11 ~ 2026-11-11 · 2 related posts

• Amazon paper: multi-agent setups burn 1.4-4.7x tokens for small gains; single agent is the default — rohanpaul_ai · 2026-11-11
• Amazon paper: single agents beat multi-agent setups on enterprise SOPs at 1.4–4.7x lower cost — rohanpaul_ai · 2026-11-11