The dynamic behavior of eight Asian inflation rates is examined using a quantile unit root test. Inflation targeting (IT) and non-IT countries have stationarity present at lower quantiles only. Trend-reversion suggests IT countries have the faster rate of decline in inflation rate changes. Threshold analysis finds stationarity to be a general feature of inflation declining or slowing. With the exception of South Korea, the credibility of IT is found to be imperfect.