AI that still works when the internet does not
A cloud AI tool is only as good as your connection to it. Lose the internet, and the tool is gone with it, right when you might need it most, like on a flight, at a remote job site, or during an outage. A model running on your own machine keeps working regardless, since it never needed the internet to think in the first place.
This is easy to overlook until the moment it actually happens. I've watched a connection drop at the worst possible moment, and having something that still works on its own made the wait a lot less stressful. Having a local model already set up before you need it means one less thing to scramble for when your connection drops.
It will not replace your main cloud tool for everyday work, but as a backup for the moments the internet fails you, it is worth having ready ahead of time.
Try this today: turn off your internet connection for a few minutes and try a task on your local model, just to see how it holds up on its own.