Yes, it’s competitive with airlines but it’s often more expensive. This makes sense as it’s nicer, but I think people looking at the system from overseas don’t realize this. That might also be due to how good the unlimited flat rate tourist passes are.
Besides renting/owning a car, the real cheap option for intercity travel is night buses.