Preheat oven to 350°. Grease a 9 X 9 inch pan.
In large mixing bowl, combine eggs, sugar and vanilla until smooth.
Stir in bread, bananas, and chocolate chips.
Let rest 5 minutes for bread to soak.
Pour into prepared pan.
Bake 35 minutes or until knife inserted in the center comes out clean.