>Space efficient? Yes and no. It is more space efficient for people whose options are bike vs car to ride a bike

Those people would be in cars or on busses if the infrastructure made the commute only feasible by vehicle. Bikes are denser than cars. Moving commuters to denser forms of travel increases the bandwidth of the pipes they're on. Meaning more space for you, too.