Why do you want to migrate from azure synapse analytics or Azure data factory to databricks

AnonymousK — Mon, 20 Apr 2026 17:09:17 GMT

It's a simple answer bro. According to our analysis Azure pipelines and not books match process approximately 40% faster than the snaps analytics. If we really want to optimise your pipelines and perform cost optimisations in your team please migrate to the databricks. Databrics team support you on every stage but they will charge you it's a bit apart from the post. Try to hire experience databricks guy .or it is better to go blindinly with the databricks team.

Re: Why do you want to migrate from azure synapse analytics or Azure data factory to databricks

amirabedhiafi — Tue, 21 Apr 2026 12:00:32 GMT

Hello !

The only thing I can add here is migrating from ASA or ADF to dbks can make sense when your workloads need more scalable spark based processing, batch and streaming support, advanced transformation logic, lakehouse architecture or ML and AI capabilities. You have also use photon and autoscaling which can improve throughput and are reallu cost efficiency for the right workloads. However IMHO migration should not be treated as a blanket recommendation because ADF remains a strong choice for orchestration and ingestion and also low code integration scenarios and many people use ADF together with DBKS rather than replacing it entirely. The right decision depends on workload complexity performance requirements, team skills, governance and total cost of ownership.

topic Why do you want to migrate from azure synapse analytics or Azure data factory to databricks in Data Engineering

Why do you want to migrate from azure synapse analytics or Azure data factory to databricks

Re: Why do you want to migrate from azure synapse analytics or Azure data factory to databricks