The Swans remain ninth on the table despite not winning in six matches but 20-year old full-back Davies feels they are capable of getting a win over City at the Liberty Stadium on Saturday as they did last season.
"Manchester City is one we have to go into and hope to get something out of as otherwise this run will carry on," Davies told Wales Online.
"Beating City last season was probably our best Premier League win, it was one of the big scalps we have had. There is no reason why we can't go and do it again.
"We are a confident bunch of players and I am sure if we work hard then we can get something out of the game."