Interesting that it's a Lexus. I thought they were using Prii for the self driving car.
http://www.importrpm.com/self-driving-lexus-rxh/
I think most of the test fleet is still Toyotas. But if you're Sergey Brin and you show up with the President of Turkey then they let you borrow the Lexus.