Agricultural commodity prices, such as rice and red chili, tend to fluctuate and are difficult to predict. This situation complicates decision-making for farmers when planning planting and harvesting periods, for traders in managing distribution strategies, and for governments in designing price stabilization policies. To address this issue, the Time-Invariant Fuzzy Time Series (TIFTS) method i…