What makes sqlalchemy-aurora-data-api (or sqlalchemy) boost the connection time significantly over raw boto3 calls?

Question

While migrating from raw sql queries and boto3 client to sqlalchemy for orm features, I noticed a significant (1-3x longer execution time) time increase during the connectio