The 1-0 loss leaves the Gunners eight points behind leaders Chelsea.
But Wenger says: "We have a game in hand. I didn't expect them to drop points against Wolves at all. It's very different when you have an international break and then play away from home.
"I feel there's a massive difference. If we had played Sunderland at home today, we would have won the game."