Two implications from this study: 1. Professional tools based on database theory and practice ensure semantic equivalence in query transformations, while LLMs still exhibit uncertainty in understanding complex SQL queries. 2. Developing methods for LLMs to work collaboratively with professional SQL optimization tools may be an effective approach to improving database optimization efficiency and reliability.