Our baby is 4 months. Yes, it's easy because we can leave the situation between us...eliminates the complexity.
I would wait to tell them. However, whenever the time comes it will be devastating. But kudos to you for trying to save your marriage. I saw someone write somewhere in this forum that the worst reconciliation is better than the best divorce. I tell myself that alot.