As for what’s the major difference over an Apple TV (or other streaming devices for that matter), the major difference with Chromecast is it is completely dependent upon other devices to begin the streaming process. Apple TV, Roku or Android TV devices can operate independently with their associated remote controls without the need of a mobile device to browse/play content.
Can you give an actual example of what do you mean by the above ?