The last decades have shown a tendency towards higher central bank transparency. It became customary that central bankers explain their monetary policy decisions in details and that they publish inflation forecasts. This leads to the question how central bank transparency is entangled with price stability and inflation volatility. A plethora of studies analysed the relationship from a theoretical point of view and came to contradictory results. Whilst some studies argued that transparency leads to lower inflation, others concluded that openness of central banks result in higher prices. Conversely, there is only a small amount of studies looking at this issue empirically. Most studies found a diminishing effect of transparency. However, these studies hardly controlled for other causes of inflation. This paper tries to close this gap by employing a panel data set on central bank transparency. We find that transparency significantly reduces inflation rates even if we control for other determinants of inflation. This result still holds under a couple of robustness checks. The same is true for inflation volatility: central bank transparency seems to diminish inflation uncertainty. This confirms the economic importance of central bank transparency.