Multi-Tool Coordination Latency Benchmarks: How Different Agent Frameworks Handle Complex Function Calling Chains in 2026

We benchmarked LangChain, LlamaIndex, AutoGen, CrewAI, and the Claude Agent SDK on complex function calling chains. Here’s how their multi-tool coordination latency stacks up in real workloads.