The extreme volatility of Indonesian chili prices has been a focus of government and public concern. This paper examines whether monthly chili prices over a 10-year period (2000 to 2009) for five cities on Java Island can be estimated with sufficient accuracy to make it economically feasible to build a short term storage activity into the chili marketing system. The findings show that in all locations prices respond to the previous month's price or relative prices.