Only these days it does feel that the airlines are least profitable.
MetroNorth allows bikes on all its trains with no special car for them, or special rack. You can just tuck it in between the seats (based on availability).
Commuter rail and subway in Boston does the same.
Amtrak cars are surely more spacious than these commuter trains, and most of the time less occupied.