Look at computer systems that cost 2000 or less and they are useless at running LLM coding assistants for example locally. A minimal subscription to a cloud service unfortunately beats them, and even more expensive systems that can run larger models, run them too slowly to be productive. Yes you can chat with them and perform tasks slowly on low cost hardware but that is all. If you put local LLMs in your IDE they slow you down or just don't work.