Databricks releases, every cloud
| Release | Date | ||||
|---|---|---|---|---|---|
| Custom Docker images for AI Runtime CLI workloads (Beta) Allows custom system library versions and complex dependencies, requires setup via Use custom Docker images. | On AWS, read it on their docs | On Azure, read it on their docs | Not on GCP | Not on SAP | Jun 29, 2026 |
| AI Runtime CLI (Beta) Submits and manages distributed training workloads on serverless GPU compute from a local machine. | On AWS, read it on their docs | On Azure, read it on their docs | Not on GCP | Not on SAP | Jun 12, 2026 |
| Write data from Microsoft Excel back to Azure Databricks Writes to Unity Catalog tables, overwriting existing ones if needed. | Not on AWS | On Azure, read it on their docs | Not on GCP | Not on SAP | Jun 4, 2026 |
| Serve custom LLMs with Custom Model Serving (Beta) Supports multimodal models and PEFT recipes, unlike Foundation Model APIs. | On AWS, read it on their docs | On Azure, read it on their docs | Not on GCP | Not on SAP | May 20, 2026 |
| Azure Databricks Add-in for Excel support for all compliance security profile standards Supports all Azure Databricks compliance security profiles. | Not on AWS | On Azure, read it on their docs | Not on GCP | Not on SAP | May 19, 2026 |
| Publish a Unity Catalog catalog to Microsoft Fabric (Beta) Creates a read-only mirrored catalog, allowing Fabric users to query Unity Catalog tables without data movement. | Not on AWS | On Azure, read it on their docs | Not on GCP | Not on SAP | May 14, 2026 |
| Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs | |||||
| HIPAA support for the Azure Databricks Add-in for Excel Available for workspaces with HIPAA compliance across all supported regions. Requires a workspace with HIPAA compliance enabled. | Not on AWS | On Azure, read it on their docs | Not on GCP | Not on SAP | May 11, 2026 |
| Azure Databricks Excel Add-in requires workspace preview enablement Enabled from the Previews page by a workspace admin. | Not on AWS | On Azure, read it on their docs | Not on GCP | Not on SAP | Apr 24, 2026 |
| AI Runtime 1xH100 accelerator (Beta) Supports 1xH100 accelerator, see Hardware options for details. | On AWS, read it on their docs | On Azure, read it on their docs | Not on GCP | Not on SAP | Apr 21, 2026 |
| Connect Lovable apps to Azure Databricks Uses REST API and OAuth authentication. Requires machine-to-machine authentication setup. | Not on AWS | On Azure, read it on their docs | Not on GCP | Not on SAP | Apr 13, 2026 |
| Declarative Feature Engineering APIs (Beta) Define time-windowed aggregation features from data sources, materialize to Delta tables or Lakebase. Available in us-east-1 and us-west-2 regions. | On AWS, read it on their docs | Not on Azure | Not on GCP | Not on SAP | Mar 9, 2026 |
| Endpoint telemetry for custom model serving endpoints (Beta) Stores logs, traces, and metrics in Unity Catalog Delta tables using OpenTelemetry. | On AWS, read it on their docs | On Azure, read it on their docs | Not on GCP | Not on SAP | Mar 6, 2026 |
- Custom Docker images for AI Runtime CLI workloads (Beta)
Allows custom system library versions and complex dependencies, requires setup via Use custom Docker images.
- AI Runtime CLI (Beta)
Submits and manages distributed training workloads on serverless GPU compute from a local machine.
- Write data from Microsoft Excel back to Azure Databricks
Writes to Unity Catalog tables, overwriting existing ones if needed.
- Serve custom LLMs with Custom Model Serving (Beta)
Supports multimodal models and PEFT recipes, unlike Foundation Model APIs.
- Azure Databricks Add-in for Excel support for all compliance security profile standards
Supports all Azure Databricks compliance security profiles.
- Publish a Unity Catalog catalog to Microsoft Fabric (Beta)
Creates a read-only mirrored catalog, allowing Fabric users to query Unity Catalog tables without data movement.
- Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
- HIPAA support for the Azure Databricks Add-in for Excel
Available for workspaces with HIPAA compliance across all supported regions. Requires a workspace with HIPAA compliance enabled.
- Azure Databricks Excel Add-in requires workspace preview enablement
Enabled from the Previews page by a workspace admin.
- AI Runtime 1xH100 accelerator (Beta)
Supports 1xH100 accelerator, see Hardware options for details.
- Connect Lovable apps to Azure Databricks
Uses REST API and OAuth authentication. Requires machine-to-machine authentication setup.
- Declarative Feature Engineering APIs (Beta)
Define time-windowed aggregation features from data sources, materialize to Delta tables or Lakebase. Available in us-east-1 and us-west-2 regions.
- Endpoint telemetry for custom model serving endpoints (Beta)
Stores logs, traces, and metrics in Unity Catalog Delta tables using OpenTelemetry.
Headlines, dates and product areas are Databricks' own, from the release notes published for each cloud, and every item links to the note it came from. The one-line summaries are ours. Not a Databricks product and not affiliated with Databricks, Inc.