They will cost an insane amount as well. Maybe less than subscriptions or tokens. But running massive models on laptops with batteries and poor cooling doesn’t make much sense.
There are workplaces that refuse to use LLMs because they fear the devs will expose sensitive data without care.
We will get to a point where prosumer laptops that etch SoTA LLMs in removable silicon will be as expensive as cars.