Databricks Mosaic AI Pricing, Cost and Break-Even Value
By Paige Gilmore, Founder, NetLift · Published 2026-08-07 · Updated 2026-08-31
Prices checked 2026-08-31 against official vendor pricing pages.
Databricks Mosaic AI pricing for artificial intelligence tasks starts at $0.07 per DBU. Costs are billed on a pay-as-you-go basis with per-second granularity across different workload types.
Databricks Mosaic AI pricing starts at $0.07 per Databricks Unit (DBU) for artificial intelligence and Genie workloads. This pay-as-you-go model charges based on consumption with per-second granularity, ensuring costs align with actual compute usage.
Workload requirements determine the specific DBU rate. While AI tasks start at $0.07 per DBU, data engineering starts at $0.15 per DBU and interactive workloads begin at $0.40 per DBU. Organizations with high-volume needs can negotiate custom Committed Use Contracts for tiered benefits.
Verified pricing (official source)
| Plan / rate | Verified price | Unit | Notes |
|---|---|---|---|
| Databricks Community Edition — Community Edition | $0 | free | Available for free via sign up. |
| Databricks — Free Trial | $0 | free | Cloud provider charges (compute, resources) still apply. Trial ends when credits are exhausted. |
| Operational Database — Starting Price | $0.07 | usage based | Starting price per CU. Fully-managed Postgres transactional database. |
| Artificial Intelligence — Starting Price | $0.07 | usage based | Starting price per DBU. Includes AI Gateway, Agent Bricks, AI Functions, Model Serving, Foundation Model Servi |
| Genie — Starting Price | $0.07 | usage based | Starting price per DBU beyond free usage. Includes Genie One, Genie Spaces, and Genie Code. |
| Data Engineering — Starting Price | $0.15 | usage based | Starting price per DBU. Includes Lakeflow Jobs, Lakeflow Pipelines, and Lakeflow Connect. |
| Data Warehousing — Starting Price | $0.22 | usage based | Starting price per DBU. Available in both Classic and Serverless (managed) Compute. |
| Interactive workloads — Starting Price | $0.4 | usage based | Starting price per DBU. Includes Compute for Data Science and Databricks Apps. |
| Databricks — Committed Use Contracts | Custom — contact sales | usage based | Contact sales for details. Discounts available for usage commitments. |
Every price above was retrieved from the official vendor page. Plans without a published number are shown exactly as the vendor states them — never estimated.
How do DBU rates vary by workload?
Databricks categorizes compute costs based on the complexity and priority of the task. AI, Genie, and Operational Database workloads share the lowest entry point at $0.07 per DBU. As you move toward production data pipelines and analytics, rates increase to $0.15 for Data Engineering and $0.22 for Data Warehousing. Interactive workloads, typically used for ad-hoc analysis and development, carry the highest starting rate at $0.40 per DBU.
What are the options for committed spend?
For teams scaling beyond pay-as-you-go, Databricks offers Committed Use Contracts. These are custom agreements where the benefit level increases alongside the size of the usage commitment. For individuals or those learning the ecosystem, the Community Edition provides a free, limited-functionality platform specifically for Spark education.
Measuring the value of Databricks spend requires moving beyond DBU consumption to track the time saved in the data-to-model lifecycle. Finance leaders should compare the DBU cost of automated engineering against the labor hours required for manual pipeline maintenance. Using NetLift allows organizations to quantify this break-even point by correlating infrastructure spend with the speed of deploying AI-driven features, ensuring the platform delivers a positive net return compared to baseline labor costs.
Sources
All pricing on this page comes from official vendor pages:
- https://www.databricks.com/product/pricing — retrieved 2026-08-31
Frequently asked questions
What is the starting price for Databricks AI workloads?
AI workloads start at $0.07 per DBU, using a pay-as-you-go model with per-second granularity.
How much does Databricks charge for data engineering?
Data engineering workloads start at $0.15 per DBU.
Is there a free version of Databricks?
Yes, the Databricks Community Edition is free for those wanting to learn Spark, though it offers limited functionality compared to the paid platform.
What is the cost for interactive workloads on Databricks?
Interactive workloads start at $0.40 per DBU, billed per second.
Are there discounts for enterprise-scale usage?
Yes, Databricks offers custom Committed Use Contracts. The benefits increase as the size of the usage commitment grows.
About the author
Paige Gilmore is the founder of NetLift, the AI Value Management platform that helps organisations measure the cost, savings and return of AI adoption. Paige Gilmore on LinkedIn