Assuming you wish to compare RMSE of two parameters, use:

\operatorname{RMSE}= \sqrt{\frac{\sum_{t=1}^n (x_{1,t} - x_{2,t})^2}{n}}.

but it is difficult to know if this is pertinent without a deeper understanding of what it is you are trying to test.