Using the latest consumer price index (combined) series, it is found that the dynamics underlying India’s inflationary process have changed substantially. Significant reduction found in the inflation persistence reflects anchoring of inflationary expectations. Moreover, it is the headline inflation that reverts to the core and not vice versa, as was assumed so far. It implies the absence of any significant second-round effects. These features need to be taken into account for any policy analysis. Attempting to forecast inflation using various econometric techniques, it is found that a combination of alternative models based on mean square errors improves forecast accuracy as compared to any individual model.