The Cost of a Hop: Benchmarking NLIP and A2A

Ranjan Sinha, Anindita Das, Ashika Anand Babu +1

Autonomous agents built on Large Language Models (LLMs) need standardized protocols to interoperate across systems. Several now exist (A2A, MCP, ACP, ANP, NLIP), but the Natural La…