> It seems more likely to me, and at least hypothetically possible, that they've been in space as long or longer than us.
Statistically, that's a near certainty. In the timeframes of galaxies and evolution, the chances that all the other intelligent species are also just a few hundred years into the industrial revolution is essentially zero.