Yeah, the Shield is $175 right now on Amazon, making it $125 less than the TX1. CUDA and OpenCV are here:
https://developer.nvidia.com/codeworks-android
The one downside is the power is a weird connector at 19 volts/2.1A, so less than ideal on the bot.