I read somewhere that Google will ultimately always produce the best LLMs, since "good AI" relies on massive amounts of data and Google owns the most data.

Is that a based assumption?

No.

Correct.

Great output is a good model with good context… at the right time.

Google isn’t guaranteed any of these.