You can play android games locally or stream pc games from your Nvidia based computer. You can also play games streamed from Nvidia's own gaming servers over geforce now.
The new controller is also smaller and lighter than the old one. It's microphone can handle far field voice commands. hands free google assistant will be added to the shield tv later this year.