A measure of the resolution of noisy multicomponent exponential decay data can be expressed as a geometric interval between relaxation rates used to construct a basis matrix. Using a larger increment than defined by the resolution may not capture all the information in the data, whereas using a smaller increment does not capture any additional information. The resolution of a data set depends on the sampling rate, the duration of the acquisition, the range of possible decay rates contained in the data, and the noise.