Up until a few weeks ago, I could watch in landscape mode on my Samsung Note 5. All of a sudden, I cannot. I haven't changed anything. I can still stream and watch other apps in landscape.
Is your orientation lock turned off in settings on your Android device? It should reorient when you turn you device on its side.