Out of the box I found the thumbprint almost unusable... I'm tapping 3-8 times and sometimes I just have to enter the password... I wouldn't even bother trying if it weren't that my password is so long that trying 2-3x before succeeding is better than punching it in.
Not sure if Pixel or GOS issue... Facial unlock on my iphone XR is magically instant. Amazing UX