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03-23-2026 05:04 AM
Hi Databricks Team,
Is there a standard Databricks cost estimation template(xl), sizing calculator, or TCO tool that allows us to provide the following inputs and derive an approximate monthly and annual platform cost:
- Source systems and their types (e.g., SQL Server, AS400, JDE, Maximo)
- Batch vs. streaming workload split
- Total data volume (historical migration + daily/monthly incremental)
- Number of ETL jobs (e.g., 600+ SSIS packages) and their run frequency (hourly, daily, weekly)
- Average job execution time and SLA requirements
- Reporting workload — number of active reports, concurrent users, and query patterns
- AI/ML and GenAI use cases — model training, serving, and inference needs
- Number of environments (Dev, QA, Prod)
This would help us quickly estimate the expected DBU consumption and total cost without having to manually calculate each workload individually.
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Delta Lake
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03-24-2026 10:48 AM
Hi, There isn't anything publicly available that I'm aware of. For this kind of complex migration I'd recommend working with your account team. As somebody who does Databricks sizing a lot, it's a nuanced art which I suspect is why we don't have any rough calculator. The solutions architect on your account will have access to the latest and greatest ways of sizing though.
Thanks,
Emma
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03-26-2026 10:31 AM
Thank you!!
