Yeah, I joke that California does have four seasons - they’re just Summer, Wildfire, and Mudslide. Possible Earthquake to shake things up.
But to be fair, it is a long state. SoCal gets most of the attention, but NorCal gets some great seasons as you get closer to the PNW
I’ve anecdotally had a fine time using Apple Maps since I switched a few years ago. Just wanted to mention there is a setting to avoid tolls; Settings->Maps->Driving will bring up a toggle. It’ll still give you the option, but it won’t default if it’s the shortest route.