But with so many options available, how do you choose the best local model for coding? We’ve rounded up the best local coding models of 2026 by parameter size, so you can quickly find one that fits your hardware. What are the best local coding models? Best Local Coding Models Under 15B ParametersModels under 15B are best for fast autocomplete, code explanation, commit messages, and single-function generation. Qwen 3.6 27B is the best local LLM if you have a 24GB GPU or a 32GB Mac — and it’s the best local coding model of 2026 overall.