Arrange carrots and parsnips in a baking dish; drizzle with olive oil. Toss to evenly coat vegetables. Pour honey over coated vegetables and season with salt and pepper; toss to coat.
Bake in the preheated oven until vegetables are very tender, about 40 minutes.