Methods and systems for spectral comparison and quality assessment are disclosed. In one example, a method for assessing quality of a mass spectrum (MS) of a sample is provided. The method comprises: predefining one or more features or attributes indicative of the sample quality with reference to a target compound; and calculating a quality score for the MS with respect to the selected features or attributes.