One of the main indicators of inflationary pressures used by the Reserve Bank of New Zealand is the output gap. The output gap is not directly observable and estimates have to be inferred from the data. This paper evaluates whether the output gap, however measured, is a good indicator of inflationary pressures in New Zealand. The results suggest that the output gap provides a useful signal to the monetary authority. When the output gap is positive (negative) two times out of three inflation will increase (decrease) in the next quarter and three times out of five it will increase (decrease) the following year.