AI Agents in 2026: LangGraph vs CrewAI vs Smolagents with Real Benchmarks on Local LLMs

35% CAGR market growing beyond $9 billion. Tool-use benchmarks across 5 local models. Cost data from IBM and McKinsey. Four frameworks tested head-to-head on real agentic workflows with Ollama.