Databricks vs Microsoft Fabric: Which is Better in 2026?
Databricks and Microsoft Fabric are both Data Lakehouse Platforms tools, made for different people. Databricks is for data and ML teams that want ETL, SQL, streaming and model work on one platform over open table formats. Microsoft Fabric is for organisations on Microsoft 365, Azure and Power BI that want one analytics product and one capacity bill.
Quick verdict
There’s no single winner; pick on your constraint. Choose Databricks if you want data engineering and machine learning in the same workspace. Choose Microsoft Fabric if your company already reads its data in Power BI.
Databricks vs Microsoft Fabric: Side by Side
| Databricks | Microsoft Fabric | |
|---|---|---|
| Category | Data Lakehouse Platforms | Data Lakehouse Platforms |
| What it is | Data and AI lakehouse platform | All-in-one analytics platform on OneLake |
| How you pay | Per DBU, per second | Capacity units per hour, or reserved |
| Free access | Free Edition (non-commercial) and a credit-based trial | Free trial capacity |
| Table formats | Delta Lake and Apache Iceberg | Delta Lake in OneLake |
| Where it runs | AWS, Azure, Google Cloud | Azure |
| Pricing | Free · then usage-based | From $0.18/mo |
| Starting price | Free tier available | From $0.18/mo |
| Free tier | — | |
| Rating | 4.6 | 4.2 |
| Best for | Data Lakehouse Platforms: data and AI, Spark, open formats | Data Lakehouse Platforms: Power BI, Azure, single capacity |
Ratings are App Stack Builder’s editorial score out of 5, not an average of user reviews.
Pros & Cons
- One platform for ETL, SQL and ML
- Data stays in open formats in your storage
- Runs on AWS, Azure and Google Cloud
- Free Edition for learning
- DBU pricing is hard to forecast
- A lot of platform for a small team
- Rates live in a separate price list
- Power BI, warehouse and lake in one product
- One capacity shared by every workload
- Fits Microsoft 365 and Azure shops
- Capacity sizing is easy to get wrong
- Azure only
- Many workloads still maturing
Key Features Compared
Databricks
- Pay-as-you-go with no up-front cost, billed per second of usage
- Rates are in DBUs by product and cloud, listed in a separate price list
- Free trial runs until its credits are used
- Free Edition: free forever for personal learning, smaller compute, not for commercial use
- Runs on AWS, Azure and Google Cloud
Microsoft Fabric
- Pay-as-you-go capacity at $0.18 per CU-hour in East US (Azure retail price list)
- Capacities from F2 to F8192; every workload draws from the same pool
- One or three-year reservations save about 41%
- OneLake storage billed separately
- Free trial capacity for each business user
Choose Databricks if…
- You want to start free. Databricks has a free tier and Microsoft Fabric does not.
- You want data engineering and machine learning in the same workspace.
- Your data should stay in open formats in your own cloud storage.
- You want to learn the platform for free before paying.
Choose Microsoft Fabric if…
- Your company already reads its data in Power BI.
- You want engineering, warehousing and reports under one Microsoft contract.
- Your data and identity already live in Azure.
Frequently Asked Questions
Is Databricks better than Microsoft Fabric?⌄
There’s no single winner; pick on your constraint. Choose Databricks if you want data engineering and machine learning in the same workspace. Choose Microsoft Fabric if your company already reads its data in Power BI.
What is the difference between Databricks and Microsoft Fabric?⌄
What it is. Databricks: Data and AI lakehouse platform. Microsoft Fabric: All-in-one analytics platform on OneLake. How you pay. Databricks: Per DBU, per second. Microsoft Fabric: Capacity units per hour, or reserved. Free access. Databricks: Free Edition (non-commercial) and a credit-based trial. Microsoft Fabric: Free trial capacity. Table formats. Databricks: Delta Lake and Apache Iceberg. Microsoft Fabric: Delta Lake in OneLake. Where it runs. Databricks: AWS, Azure, Google Cloud. Microsoft Fabric: Azure.
Databricks vs Microsoft Fabric: which is cheaper?⌄
Databricks pricing: Free · then usage-based. Microsoft Fabric pricing: From $0.18/mo. Confirm current pricing on each tool's official site, as plans change.
Which is rated higher, Databricks or Microsoft Fabric?⌄
On our editorial score, Databricks is 4.6 out of 5 and Microsoft Fabric is 4.2 out of 5, so Databricks is slightly ahead. This is our own score, not an average of user reviews.
When should I skip both Databricks and Microsoft Fabric?⌄
Skip Databricks if you mainly need SQL dashboards. A warehouse such as Snowflake or BigQuery is simpler. Skip Microsoft Fabric if you need AWS or Google Cloud. Databricks runs on all three.
Sources · tool facts checked November 2026
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