One option is to evaluate the exponential curve at exactly the same values of the independent variable as the data (that I assume are the black curve), then use trapz to integrate either the difference or the squared difference in the region-of-interest. That would give you the integral of the error or the squared error.
There may be other ways as well, since I am not certain what result you want.
