This led to a very confusing discussion in the replies about the varying fares and systems of public transit in the Oakland-San Francisco area

As it turns out it doesn't actually cost that much on regular transit, there's an AIRPORT SURCHARGE because it's an "airport train".

No wonder Americans don't use public transit, even when the system exists it's ridiculously difficult and expensive to use.

Source