Kimi K2.5 (as an example) is an open model with 1T params. I don't see a reason it has to be local for most use cases- the fact that it's open is what's important.

first session with gemma4:31b looks pretty good, like it may actually be up to coding tasks like gemini-3-flash levels

you can tell gemma4 comes from gemini-3