Best Local LLMs for AI Coding Tools
Every coding agent here runs open-weight models through Ollama, llama.cpp, or LM Studio, fully on your machine. Tool-calling reliability decides the tier: an agent that fires read/write/bash calls hundreds of times per session fails on models that mangle structured tool calls, no matter how good their prose is. Pick the right local model for the tool you actually use.
