Yes its not supported yet for Azure SQL Server however (Just FYI) Recently introduced Stop and start an instance (preview) for Azure SQL Managed Instance
If the intention is to save the cost, you can automate the Pause and Resume of an Azure SQL database
Here is a blog- https://www.sqlshack.com/automatic-pause-and-resume-an-azure-sql-database/
Thank you!