Evince is a lightweight, open-source document viewer primarily focused on local file handling and annotation, while Google Docs Viewer offers cloud-based access and collaboration features suitable for team projects. Evince is ideal for users needing a fast, simple viewer, whereas Google Docs Viewer excels in environments where collaboration and accessibility are key.