Yes, you get both. You can change how they're displayed ( name and text preview or just name) and calls show up under the persons name if they are a contact in your phone -- otherwise it showcases the phone number like so: (555) 555-5555. It also vibrates once per text message and continually for an incoming phone call.
You do not get notifications for other apps though (so no twitch alerts/ game alerts/ etc.)