Hi @DebIT2011,

Hope so you're doing good, for incremental upserts and deletes from Cosmos DB, Databricks PySpark offers simplicity with unified management, especially for complex transformations and dependency handling. ADF may excel in GUI-based orchestration and integration scenarios but adds complexity by splitting processes. Consider Databricks for scalability and PySpark scripts for flexibility, while ADF could reduce setup effort for simpler workflows.

Hope so this will work for you!

Regards,
Bryce June