LangChain vs LangGraph vs Deep Agents: Which One to Use in 2026?

LangChain, LangGraph, and Deep Agents are three layers of one stack. We ran the same tool calling job in each, captured every model request, and compared request size, install footprint, memory, and tracing defaults.
