Do I need a new welding guage?

I would say a leak, but you should never leave pressure on the guages which really means you are leaving gas pressure on the hoses.....On tig/mig machines, turn your gas off and give the trigger a quick pull to empty the gas. Doing this will relieve pressure on the O rings and solenoid valve parts and regulator diagram, purge the machine.