Heat oven to 350°F. Brush a 9x13-inch baking dish with 1 tbsp melted butter.
Spread the bread cubes in the dish. Drizzle with 1 tbsp melted butter and toss to coat.
Whisk the eggs, milk, cream, mashed bananas, brown sugar, granulated sugar, vanilla, cinnamon, nutmeg, and salt until smooth.
Pour the custard over the bread. Gently press so all cubes soak evenly. Rest 10 minutes.
Sprinkle nuts on top if using. Drizzle remaining 1 tbsp melted butter over the surface.
Bake 35–40 minutes, until puffed, golden, and the center is set.
Cool 10 minutes. Slice and serve warm with maple syrup.
Notes
Variation: Swap half the brioche for cinnamon-raisin bread, or fold in chocolate chips before baking. To prep ahead, assemble and refrigerate overnight; bake straight from the fridge, adding 5–10 minutes as needed. Leftovers keep 3–4 days chilled; rewarm covered at 300°F.This recipe is an original creation inspired by classic Easy Banana Bread Breakfast Casserole flavors. All ingredient ratios and instructions are independently developed.