Fantasy Scout is a web application that compares mutliple fantasy football analysts predictions vs actual results and assigns each analyst a score and grade every week.
Scoring is based on standard deviation between results and predictions. Grading is based on the relative score compared to the top and bottom analysts score.
The bones of the website consists of automatic data collection (for both results and predictions) and an extensive database for storing data and calculating the weekly scores.
The site has user friendly features including profile customization, analysts page, trending page (who is doing the best/worst), and following an analyst on top of a sleek UI.