Local LLMs in 2026 trail Claude and GPT-4 noticeably on multi-step agentic tasks but are competitive for many simpler workloads. Hardware requirements are real — 64 GB unified memory minimum for usable 70B-class models. The privacy and cost-at-scale benefits make local LLMs the right choice for specific workloads.
Related terms
Found a definition that's wrong, dated or could be sharper? Email us — we update with attribution unless you'd rather we didn't.