(Full disclosure: it comes from the Reason Foundation, which also employs my husband at Reason Magazine).
The thing is, in NYC, which AFAICT is the only system that really just obviously beats cars, the bus often isn't even competing with cars, because you just can't jam many more cars into Manhattan.
It's competing with walking.