Do I need a new welding guage?

Losing pressure on the gauge is absolutely normal after a day or so.
If it goes to zero after an hour, then I would be concerned.
This applies to all compressed gases used in the welding industry.
I have been in the trade for many years, and I can assure you that it is nothing to worry about in your case.........