The difference with Amazon Instant Video is that it's trivial to find a plain-old TV-connected device that supports it. My year old Blu-ray player handles it just fine. It's not that different from NetFlix in that regard, except I suppose it's not available for Apple TV yet.
The only device designed to put HBO Go on your TV screen is, I believe, the XBox 360 when connected to particular cable networks.