Since it has six legs, I believe it's some sort of insect, but I could be wrong.
I spotted it in my Central Texas backyard (Austin area). It was very slow and not at all skittish.
For size reference, it's standing on a 2x4. It was a good 3-5 inches long, not counting antennae.