1. A system for comparing a digital slide image created by a first image capture device to a digital slide image created by a second image capture device comprising: a data storage area comprising a first digital slide image created by a first image capture device from a microscope slide sample and a second digital slide image created by a second image capture device from said microscope slide sample and one or more sets of image analysis tasks; an image module configured to obtain one or more portions of imagery data from the first digital slide image and the second digital slide image and provide said one or more portions of imagery data for performance of a set of image analysis tasks; a task performance module configured to manage the execution of a set of image analysis tasks on said one or more portions of imagery data from the first digital slide image and the second digital slide image and record one or more metrics related to the success of each image analysis task on said one or more portions of imagery data from the first digital slide image and the second digital slide image; and an image scoring module configured to analyze said success metrics and determine an image interpretability score for said one or more portions of imagery data from the first digital slide image and the second digital slide image upon which the set of image analysis tasks were executed and determine an overall image interpretability score for the first digital slide image and determine an overall image interpretability score for the second digital slide image, wherein said overall image interpretability scores provide a comparison of the first digital slide image and the second digital slide image.