Trailing by a goal to nil at half-time, Gary Johnson's side, which included debutant George Baldock, roared back to take all three points.
Davies levelled things up before Ben Tozer netted just a minute from time to make it two wins on the trot and push Northampton up towards mid-table in League Two.
Reaction to follow on Cobblers Mad.
Source: FOOTYMAD