My commute is only 3.5 miles each way so it takes me about the same 15 minutes by either car or bike.
However, parking in Santa Monica can be challenging and I have easily spent another 10 minutes finding a space.
I just take my bike inside.
FWIW, the bus usually takes 30 minutes so riding has a clear advantage in all ways...