Databricks releases, every cloud
| Release | Date | ||||
|---|---|---|---|---|---|
| Base environments are now supported on classic compute (Beta) Manages Python dependencies using Databricks-provided or custom environments. | On AWS, read it on their docs | On Azure, read it on their docs | On GCP, read it on their docs | Unknown on SAP | Sep 17, 2026 |
| Git Folder Serverless is in Beta Shares serverless compute and pyproject.toml environment across notebooks and files. | On AWS, read it on their docs | On Azure, read it on their docs | On GCP, read it on their docs | Unknown on SAP | Sep 2, 2026 |
| Genie Code for AI Runtime (Public Preview) Generates distributed training code and resolves environment issues. Requires AI Runtime. | On AWS, read it on their docs | On Azure, read it on their docs | Not on GCP | Unknown on SAP | Aug 27, 2026 |
| Default Python package repositories are GA for Lakeflow pipelines and classic compute Supports private or authenticated registries as workspace defaults. Applies to UI and API created classic compute. | On AWS, read it on their docs | On Azure, read it on their docs | On GCP, read it on their docs | Unknown on SAP | Aug 21, 2026 |
| Manage project environments with %uv commands Requires environment version 5 or above. Supports serverless notebooks. | On AWS, read it on their docs | On Azure, read it on their docs | On GCP, read it on their docs | Unknown on SAP | Aug 17, 2026 |
| Target an Azure capacity reservation group for classic compute Requires VNet injection, guarantees compute capacity for constrained VM types. | Not on AWS | On Azure, read it on their docs | Not on GCP | Unknown on SAP | Aug 10, 2026 |
| Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs | |||||
| Serverless compute access control is now generally available Governs access to notebooks, jobs, and pipelines through Default Interactive and Automated Compute objects. Existing workloads run unchanged. | On AWS, read it on their docs | On Azure, read it on their docs | On GCP, read it on their docs | Unknown on SAP | Aug 3, 2026 |
| Web terminal on serverless GPU compute (AI Runtime) is in Public Preview Runs shell commands, monitors GPU usage, and manages files on serverless GPU compute. Requires environment version 5 or above. | On AWS, read it on their docs | On Azure, read it on their docs | Not on GCP | Unknown on SAP | Jul 31, 2026 |
| Dedicated group clusters will soon be available by default for workspaces with the compliance security profile enabled Coming soon Enables shared compute for groups with compliance security profile, supporting Databricks Runtime for ML and RDD APIs. | On AWS, read it on their docs | On Azure, read it on their docs | On GCP, read it on their docs | Not on SAP | Jul 24, 2026 |
| Serverless compute is now available in the Azure UK West region Supports notebooks, jobs, pipelines, and SQL warehouses, with private connectivity. | Not on AWS | On Azure, read it on their docs | Not on GCP | On SAP, read it on their docs | Jul 14, 2026 |
| Protobuf tensor input for custom model serving endpoints (Public Preview) Replaces JSON with serialized KServe v2 ModelInferRequest. Requires endpoints deployed after July 9, 2026. | On AWS, read it on their docs | On Azure, read it on their docs | On GCP, read it on their docs | Not on SAP | Jul 9, 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. | 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 |
| Schedule deferred policy enforcement for all-purpose compute Applies on next restart or immediately, and admins can cancel scheduled enforcements. | On AWS, read it on their docs | On Azure, read it on their docs | On GCP, read it on their docs | Not on SAP | Jun 10, 2026 |
| Reorganized Spark Declarative Pipelines on Lakeflow documentation Conceptual topics are now under Concepts. | On AWS, read it on their docs | On Azure, read it on their docs | On GCP, read it on their docs | Not on SAP | Jun 9, 2026 |
| Instance events and instance pools system tables are now available (Public Preview) Track instance state transitions and instance pool configurations via system.compute.instance_events and system.compute.instance_pools tables. | On AWS, read it on their docs | On Azure, read it on their docs | On GCP, read it on their docs | Not on SAP | May 21, 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 |
| Databricks Container Services for standard compute is now available (Beta) Requires Databricks Runtime 18.3 or later, allows custom Docker images in shared compute. | On AWS, read it on their docs | On Azure, read it on their docs | On GCP, read it on their docs | Not on SAP | May 19, 2026 |
| Get this table by email. One Monday mail covering the week, filtered to the clouds and products you run. Weekly digest | |||||
| Graviton instance types are available for the compliance security profile Graviton instances improve price-performance for many workloads on AWS Commercial workspaces with FedRAMP Moderate, IRAP, or CCCS Medium compliance standards. | On AWS, read it on their docs | Not on Azure | Not on GCP | Not on SAP | May 7, 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 |
| Compute log delivery to volumes is now GA Delivers Spark driver, worker, and event logs to Unity Catalog volumes, recommended for log storage. | On AWS, read it on their docs | On Azure, read it on their docs | On GCP, read it on their docs | Not on SAP | Apr 16, 2026 |
| C5, TISAX, and K-FSI compliance controls are now generally available Available on Azure, providing enhancements for workspace compliance requirements. | Not on AWS | On Azure, read it on their docs | Not on GCP | Not on SAP | Apr 10, 2026 |
| Upcoming breaking change: default behavior when deleting a Unity Catalog pipeline Coming soon Deletes now retain associated tables by default, set cascade=true to remove them. | On AWS, read it on their docs | On Azure, read it on their docs | On GCP, read it on their docs | Not on SAP | Apr 9, 2026 |
| Databricks Documentation site table of contents tabs Replaces static sidebar with tabbed navigation, includes 6 context tabs. | On AWS, read it on their docs | Not on Azure | On GCP, read it on their docs | Not on SAP | Mar 31, 2026 |
| AI Runtime is now in Public Preview Adds GPU support to serverless compute for deep learning workloads. | On AWS, read it on their docs | On Azure, read it on their docs | Not on GCP | Not on SAP | Mar 19, 2026 |
| Serverless compute is enabled by default Eligible Google Cloud workspaces are affected, account admins no longer need to manually enable it. | Not on AWS | Not on Azure | On GCP, read it on their docs | Not on SAP | Mar 12, 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 |
| ISMAP compliance support Supports Japanese government cloud certification, requires configuration changes. | On AWS, read it on their docs | On Azure, read it on their docs | Not on GCP | Unknown on SAP | Feb 26, 2026 |
| Change to use_case field in VPC endpoint API responses Coming soon Changes from WORKSPACE_ACCESS to GENERAL_ACCESS, see API docs for details. | On AWS, read it on their docs | Not on Azure | On GCP, read it on their docs | Unknown on SAP | Feb 24, 2026 |
| Enhanced Security and Compliance add-on is now generally available includes compliance security profile and enhanced security monitoring. | Not on AWS | Not on Azure | On GCP, read it on their docs | Unknown on SAP | Feb 19, 2026 |
| Flexible node types are now generally available Falls back to alternative instance types when specified type is unavailable, improving launch reliability. | On AWS, read it on their docs | On Azure, read it on their docs | On GCP, read it on their docs | Unknown on SAP | Dec 17, 2025 |
| Expanded regional availability for C5 and TISAX compliance Now available in all regions and with serverless compute. | On AWS, read it on their docs | Not on Azure | On GCP, read it on their docs | Unknown on SAP | Dec 8, 2025 |
| TISAX compliance controls (Public Preview) Enhances workspace compliance based on ISO/IEC 27001 and VDA ISA requirements. | Not on AWS | On Azure, read it on their docs | Not on GCP | Unknown on SAP | Nov 13, 2025 |
| TISAX compliance controls Enhances workspace compliance based on ISO/IEC 27001 and VDA ISA. | On AWS, read it on their docs | Not on Azure | On GCP, read it on their docs | Unknown on SAP | Nov 3, 2025 |
| Configure compute to use AWS Capacity Blocks Replaces on-demand instances, requires AWS account setup. | On AWS, read it on their docs | Not on Azure | Not on GCP | Unknown on SAP | Oct 24, 2025 |
| Serverless compute resources now support PCI-DSS compliance in australia-east Supports PCI-DSS v4.0 in australia-east region. | Not on AWS | On Azure, read it on their docs | Not on GCP | Unknown on SAP | Oct 3, 2025 |
- Base environments are now supported on classic compute (Beta)
Manages Python dependencies using Databricks-provided or custom environments.
- Git Folder Serverless is in Beta
Shares serverless compute and pyproject.toml environment across notebooks and files.
- Genie Code for AI Runtime (Public Preview)
Generates distributed training code and resolves environment issues. Requires AI Runtime.
- Default Python package repositories are GA for Lakeflow pipelines and classic compute
Supports private or authenticated registries as workspace defaults. Applies to UI and API created classic compute.
- Manage project environments with %uv commands
Requires environment version 5 or above. Supports serverless notebooks.
- Target an Azure capacity reservation group for classic compute
Requires VNet injection, guarantees compute capacity for constrained VM types.
- Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
- Serverless compute access control is now generally available
Governs access to notebooks, jobs, and pipelines through Default Interactive and Automated Compute objects. Existing workloads run unchanged.
- Web terminal on serverless GPU compute (AI Runtime) is in Public Preview
Runs shell commands, monitors GPU usage, and manages files on serverless GPU compute. Requires environment version 5 or above.
- Dedicated group clusters will soon be available by default for workspaces with the compliance security profile enabled Coming soon
Enables shared compute for groups with compliance security profile, supporting Databricks Runtime for ML and RDD APIs.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Serverless compute is now available in the Azure UK West region
Supports notebooks, jobs, pipelines, and SQL warehouses, with private connectivity.
- Protobuf tensor input for custom model serving endpoints (Public Preview)
Replaces JSON with serialized KServe v2 ModelInferRequest. Requires endpoints deployed after July 9, 2026.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - 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.
- Schedule deferred policy enforcement for all-purpose compute
Applies on next restart or immediately, and admins can cancel scheduled enforcements.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Reorganized Spark Declarative Pipelines on Lakeflow documentation
Conceptual topics are now under Concepts.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Instance events and instance pools system tables are now available (Public Preview)
Track instance state transitions and instance pool configurations via system.compute.instance_events and system.compute.instance_pools tables.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Serve custom LLMs with Custom Model Serving (Beta)
Supports multimodal models and PEFT recipes, unlike Foundation Model APIs.
- Databricks Container Services for standard compute is now available (Beta)
Requires Databricks Runtime 18.3 or later, allows custom Docker images in shared compute.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Get this table by email. One Monday mail covering the week, filtered to the clouds and products you run. Weekly digest
- Graviton instance types are available for the compliance security profile
Graviton instances improve price-performance for many workloads on AWS Commercial workspaces with FedRAMP Moderate, IRAP, or CCCS Medium compliance standards.
- AI Runtime 1xH100 accelerator (Beta)
Supports 1xH100 accelerator, see Hardware options for details.
- Compute log delivery to volumes is now GA
Delivers Spark driver, worker, and event logs to Unity Catalog volumes, recommended for log storage.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - C5, TISAX, and K-FSI compliance controls are now generally available
Available on Azure, providing enhancements for workspace compliance requirements.
- Upcoming breaking change: default behavior when deleting a Unity Catalog pipeline Coming soon
Deletes now retain associated tables by default, set cascade=true to remove them.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Databricks Documentation site table of contents tabs
Replaces static sidebar with tabbed navigation, includes 6 context tabs.
- AI Runtime is now in Public Preview
Adds GPU support to serverless compute for deep learning workloads.
- Serverless compute is enabled by default
Eligible Google Cloud workspaces are affected, account admins no longer need to manually enable it.
- 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.
- ISMAP compliance support
Supports Japanese government cloud certification, requires configuration changes.
- Change to use_case field in VPC endpoint API responses Coming soon
Changes from WORKSPACE_ACCESS to GENERAL_ACCESS, see API docs for details.
- Enhanced Security and Compliance add-on is now generally available
includes compliance security profile and enhanced security monitoring.
- Flexible node types are now generally available
Falls back to alternative instance types when specified type is unavailable, improving launch reliability.
- Expanded regional availability for C5 and TISAX compliance
Now available in all regions and with serverless compute.
- TISAX compliance controls (Public Preview)
Enhances workspace compliance based on ISO/IEC 27001 and VDA ISA requirements.
- TISAX compliance controls
Enhances workspace compliance based on ISO/IEC 27001 and VDA ISA.
- Configure compute to use AWS Capacity Blocks
Replaces on-demand instances, requires AWS account setup.
- Serverless compute resources now support PCI-DSS compliance in australia-east
Supports PCI-DSS v4.0 in australia-east region.
Headlines, dates and product areas are Databricks' own, and every item links to the note it came from. The one-line summaries are ours.