We expect that the Gaussian distribution, in the absence of a priori static disorder, will be the most prevalent in the experiment due to the random fluctuations (i.e. high-frequency, Markovian noise) of the solvent DOFs ubiquitous in most experimental conditions. Of course, the true shape of the excitation spectra will also depend on the electronic structure of the molecules themselves.