the downloaded version will ensure that all of the files are ready to go. sometimes the web version will have to pause in order to load sprites and such, so usually we recommend downloading it for the best experience.
the walkthrough is just a pdf that contains a guide on how to get all of the forms, special scenes, and navigate challenges.