But the important difference that pavel was identifying was that you don't have to decide ahead of time that you are heading to the bus station. That's huge! You decide to head downtown or whereever, pull out the app, bam someone's coming to pick you up. To me this feels very different than, e.g., "casual carpool" in the Bay Area.
The fare is based on the destination, so I don't get charged extra if the driver takes a longer route, or if the ride takes longer due to traffic, or if there aren't other passengers available to carpool.
The fare is also pretty reasonable - lyft line for 2 people comes out about the same as the Muni, so it's pretty much replaced Muni for me.
They also recently added the option of entering more than 1 destination, which is pretty handy when you're dropping someone off on the way home.
PS: I'm not affiliated with Lyft, just a satisfied customer.
Commuting with Lyft/Uber requires planning because of the awful arrival forecasts. It's just easier to pull of because no one has to be the lackey that drives the full group (and spends the most time personally).