For agentic coding I 100% agree with you, it's worse and slower and more expensive for LARGE coding with local models. Narrow coding (like writing a specific function) is slow but viable. Regular LLM chat usage on high-end consumer hardware is competitive except on cost though. 0

0 - https://www.williamangel.net/blog/2026/05/17/offline-llm-ene...