Just took a Waymo ride across San Francisco 3 nights ago in hard rain, at night. A hilly complex city with bike lanes, kinda oddball medians and bollards, many pedestrians, and homeless people wandering down the middle of streets. It did great.

Even if it didn't work in snow (and it's unlikely to do worse than humans), all the west coast, desert west, and south have basically zero snow all year long.