realistically how long can a TX be pending if you don’t have enough for gas

Just out of curiosity. How long can a transaction be pending if your gas is set too low?

Like let's say you somehow set the gas to be about $0.10 worth. Something it is likely to never hit without the next major update.

How long will it stay pending