“Crash risk” has been one of the major focuses in the recent asset pricing literature. Motivated by the recent literature that suggests an increase in crash risk since Fall 2008 and the recent troubles in the Euro zone, we use EUR/USD FX options for January 2, 2008 to March 18, 2015 to study option-implied risk-neutral densities (RND). We find that RND, especially higher moments, has superior ... [Show full abstract] explanatory power in predicting and explaining crash risk and its risk premiums. Furthermore, the higher moments of RND co-move closely with macroeconomic variables. Consistently, we find RND moments outperform the implied volatility from the Black–Scholes model.