While R Squared is a powerful tool, it does have its limitations. One major limitation is that it does not indicate whether a model is appropriate. A high R Squared value can sometimes be misleading if the model is not correctly specified. Additionally, it does not account for the influence of external factors that are not included in the model. Therefore, it should be used in conjunction with other metrics and qualitative analysis.