The retired player claimed that the Gunners were a "million miles away" from winning the title this season.
Scholes aired his views after the North London outfit dropped points in a 2-2 draw with Swansea City on Tuesday night.
Wenger said in Friday's press conference: "If six points is a million miles away... I don't know what the translation of a mile into a point is. People who have managed zero games have opinions and we have to accept that."
Arsenal will take on Manchester City on home soil on Saturday.