Been running a jam yearly for 2 years, and though this might be a dumb question, I feel the need to ask-

Is there any way to find out when a game was created (so if it was created a while before the jam), or will I just have to keep on relying on trust and intuition?

If you open up the “More information” area on the games page there should be a row that shows when the page was first published.