I doubt it would cost nearly that much. I could build something similar in a couple of days, and I'm not even a developer by trade.

Just use something like pHash (e.g. https://github.com/JohannesBuchner/imagehash), screen cap the centre of the screen (say, a quarter of the screen in total) every minute, hash and then send the 8 byte hex string back to home base.