You'll experience the same scaling issues with whatever it is you expect to inflate with. You're going to have a lot of volume dedicated to the pressure vessel and not so much in the pressure vessel, because of scaling issues.

And I'm discarding the pump to put it back, assuming we're just going to vent to the atmosphere when we're done. Things get worse if you want to pump it back in.