Place all chopped vegetables in a large casserole dish. Drizzle olive oil, balsamic vinegar, salt, and spices over the vegetables and use your hands to toss everything together until the vegetables are well-coated.
Place casserole dish on the center rack of the oven and bake for 55 to 65 minutes, stirring once after 30 minutes.