Inflation Targeting (IT) has become a prevalent monetary policy framework in the past three decades, as more central banks adopted and maintained price stability as their primary monetary policy mandate. Using a dataset of 68 major advanced countries and emerging markets economies, this paper evaluates the effects of inflation targeting countries’ track records on their macroeconomic performance, measured by real GDP growth and CPI inflation. This paper constructs three novel inflation targeting track record measures and establishes new stylized facts on the heterogeneity of inflation targeting countries’ tendency in managing inflation with respect to their stated objectives. This paper finds evidence that most targeters conduct dynamic inflation targeting by frequently updating inflation target bands, and their band sizes are wide-ranging across IT countries. We empirically study the contemporaneous and future effects of inflation targeting track records on countries’ macroeconomic performance. Results from the dynamic panel and local projection regressions suggest that better IT track records do not lead to superior growth and inflation rates in the short term.