I would have gone with Brown. In fact, I did and that decision was based on having a rooting interest in the game since I would be watching the opener. A big factor for me.
I would go with Robinson, who probably has the higher floor and a better chance of getting in the end zone. I tend to lean toward the back in a flex decision. However, both are strong options and I'd be confident with either player.