This study aims to analyze transition probabilities and determine the steady-state probability distribution of fluctuations in gold prices and the rupiah exchange rate in Indonesia using the Markov chain method. The data used in this study consists of gold price and rupiah exchange rate data from January 2022 to December 2024, which were then classified into three states: rising, falling, and s…