I've been thinking the same way. I bit the bullet and purchased two DGX sparks and am running GLM 5.3 Flash at a reasonable quant and it's quite amazing seeing this "brain" on my desk do real work and create code without anything leaving the building. But look what happened with hosting, it got more and more centralized over time. In the early 2000s there were more companies self hosting than now I'd bet.