However, Walsall ensured they bounced back from Saturday's FA Cup defeat by Brentford when Sam Parkin, just on as substitute, grabbed the killer third.
Hutchings said: "We are not getting carried away. We are punching above our weight. If you look at the top 10 clubs they are much better equipped than we are financially.
"Having said that, the lads felt they let the fans down on Saturday and it was good to see the reaction.
"I was particularly delighted for our fans who travelled down here in the pouring rain."