I've also wondered if they have hand tuned the model to match local observations and geography in the Bay Area, and if it could generally apply elsewhere without a lot of manual work? In particular, it is mind blowingly accurate at getting the wind shadow around Angel Island, which is a complex thing to do, because it involves ocean wind that divides into at least 3 separate streams, and then recombines in complex ways. No other model I've seen can predict which of those 3 stream will dominate, but they usually can.
I've noticed the same with e.g. car navigation/map software- it generally works much better in the Bay Area where the developers and companies making them actually live, than elsewhere. I could imagine that in both cases the developers use it themselves in the place they live, and investigate/fix local errors themselves.
Your observation about navigation software is accurate in my experience too :)