A new model was created to estimate interest rates using on-the-run Treasury yields. This model is better than others because it doesn't need prior knowledge of the yield curve shape. It uses an exponential function with four parameters to make predictions. When compared to existing models, this new model was the most accurate in pricing both in sample and out of sample.