The 'PRO++' edition offers significant advantages over the free 'PUBLIC' edition, including advanced machine learning for problem detection in GC logs, the ability to analyze 300 logs and make 300 API calls per month, larger file uploads (300mb), and the option to download analysis reports in PDF format.