Databricks releases, every cloud

All GA Preview Behavior change Deprecation Update

22 releases of 1331

Last updated 9 hours ago

Release					Date
Genie Code for AI Runtime (Public Preview) Generates distributed training code and resolves environment issues. Requires AI Runtime. #Genie Code #Machine Learning	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Unknown on SAP	Aug 27, 2026
Custom trace views in the MLflow trace explorer are in Beta Genie generates views based on plain language descriptions, surfacing relevant trace fields and metrics. #Gen AI #MLflow	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 12, 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. #Compute #Machine Learning	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Unknown on SAP	Jul 31, 2026
MLflow trace storage in Unity Catalog is now generally available Stores traces in OpenTelemetry format with unlimited storage and SQL query access. #MLflow #Unity Catalog	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 16, 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. #Machine Learning #Model Serving	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. #Machine Learning	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Not on SAP	Jun 29, 2026
Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
Solution Accelerators in Databricks Marketplace are now published as apps or notebooks They are now categorized as apps or notebooks, with unchanged content. #Marketplace	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 25, 2026
Install third-party apps from Databricks Marketplace Installs apps directly in Unity Catalog-governed workspaces, keeping provider code closed-source. #Marketplace	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 16, 2026
Use Universal Commits to purchase Marketplace partner products Up to 10% of Universal Commits can be used for third-party products. #Marketplace	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 15, 2026
AI Runtime CLI (Beta) Submits and manages distributed training workloads on serverless GPU compute from a local machine. #Machine Learning	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Not on SAP	Jun 12, 2026
Serve custom LLMs with Custom Model Serving (Beta) Supports multimodal models and PEFT recipes, unlike Foundation Model APIs. #Machine Learning #Model Serving	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Not on SAP	May 20, 2026
Customer-managed keys now support MLflow managed evaluation features Supports MLflow 3 scorers and requires non-CMK encrypted catalog. #MLflow #Security	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
MLflow trace storage in Unity Catalog is now in Public Preview Stores OpenTelemetry traces, governed by Unity Catalog permissions, queryable from Databricks SQL or MLflow Python SDK. #MLflow #Unity Catalog	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 30, 2026
AI Runtime 1xH100 accelerator (Beta) Supports 1xH100 accelerator, see Hardware options for details. #Machine Learning	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Not on SAP	Apr 21, 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. #API #Lakeflow	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 Marketplace listing creation wizard Guides setup of general info, data assets, and attributes in separate steps. #Marketplace	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 6, 2026
AI Runtime is now in Public Preview Adds GPU support to serverless compute for deep learning workloads. #Machine Learning	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Not on SAP	Mar 19, 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. #Machine Learning	On AWS, read it on their docs	Not on Azure	Not on GCP	Not on SAP	Mar 9, 2026
Get this table by email. One Monday mail covering the week, filtered to the clouds and products you run. Weekly digest
Endpoint telemetry for custom model serving endpoints (Beta) Stores logs, traces, and metrics in Unity Catalog Delta tables using OpenTelemetry. #Machine Learning #Model Serving	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Not on SAP	Mar 6, 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. #API	On AWS, read it on their docs	Not on Azure	On GCP, read it on their docs	Unknown on SAP	Feb 24, 2026
Store and query MLflow traces in Unity Catalog (Beta) Stores MLflow traces in Delta tables for long-term retention and analysis using OpenTelemetry format. #Gen AI #MLflow	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Unknown on SAP	Jan 26, 2026
List MCP servers in Databricks Marketplace (Public Preview) Lets users install MCP servers to connect AI agents to external data sources. #Marketplace	On AWS, read it on their docs	Not on Azure	On GCP, read it on their docs	Unknown on SAP	Nov 6, 2025

Genie Code for AI Runtime (Public Preview)
Generates distributed training code and resolves environment issues. Requires AI Runtime.

#Genie Code #Machine Learning

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(unknown) Aug 27, 2026
Custom trace views in the MLflow trace explorer are in Beta
Genie generates views based on plain language descriptions, surfacing relevant trace fields and metrics.

#Gen AI #MLflow

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(unknown) Aug 12, 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.

#Compute #Machine Learning

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(unknown) Jul 31, 2026
MLflow trace storage in Unity Catalog is now generally available
Stores traces in OpenTelemetry format with unlimited storage and SQL query access.

#MLflow #Unity Catalog

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) Jul 16, 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.

#Machine Learning #Model Serving

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) 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.

#Machine Learning

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud) Jun 29, 2026
Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
Solution Accelerators in Databricks Marketplace are now published as apps or notebooks
They are now categorized as apps or notebooks, with unchanged content.

#Marketplace

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) Jun 25, 2026
Install third-party apps from Databricks Marketplace
Installs apps directly in Unity Catalog-governed workspaces, keeping provider code closed-source.

#Marketplace

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) Jun 16, 2026
Use Universal Commits to purchase Marketplace partner products
Up to 10% of Universal Commits can be used for third-party products.

#Marketplace

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) Jun 15, 2026
AI Runtime CLI (Beta)
Submits and manages distributed training workloads on serverless GPU compute from a local machine.

#Machine Learning

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud) Jun 12, 2026
Serve custom LLMs with Custom Model Serving (Beta)
Supports multimodal models and PEFT recipes, unlike Foundation Model APIs.

#Machine Learning #Model Serving

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud) May 20, 2026
Customer-managed keys now support MLflow managed evaluation features
Supports MLflow 3 scorers and requires non-CMK encrypted catalog.

#MLflow #Security

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) May 19, 2026
MLflow trace storage in Unity Catalog is now in Public Preview
Stores OpenTelemetry traces, governed by Unity Catalog permissions, queryable from Databricks SQL or MLflow Python SDK.

#MLflow #Unity Catalog

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) Apr 30, 2026
AI Runtime 1xH100 accelerator (Beta)
Supports 1xH100 accelerator, see Hardware options for details.

#Machine Learning

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud) Apr 21, 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.

#API #Lakeflow

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) Apr 9, 2026
Databricks Marketplace listing creation wizard
Guides setup of general info, data assets, and attributes in separate steps.

#Marketplace

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) Apr 6, 2026
AI Runtime is now in Public Preview
Adds GPU support to serverless compute for deep learning workloads.

#Machine Learning

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud) Mar 19, 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.

#Machine Learning

AWS, read it on their docsAzure(not on this cloud)GCP(not on this cloud)SAP(not on this cloud) Mar 9, 2026
Get this table by email. One Monday mail covering the week, filtered to the clouds and products you run. Weekly digest
Endpoint telemetry for custom model serving endpoints (Beta)
Stores logs, traces, and metrics in Unity Catalog Delta tables using OpenTelemetry.

#Machine Learning #Model Serving

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud) Mar 6, 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.

#API

AWS, read it on their docsAzure(not on this cloud)GCP, read it on their docsSAP(unknown) Feb 24, 2026
Store and query MLflow traces in Unity Catalog (Beta)
Stores MLflow traces in Delta tables for long-term retention and analysis using OpenTelemetry format.

#Gen AI #MLflow

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(unknown) Jan 26, 2026
List MCP servers in Databricks Marketplace (Public Preview)
Lets users install MCP servers to connect AI agents to external data sources.

#Marketplace

AWS, read it on their docsAzure(not on this cloud)GCP, read it on their docsSAP(unknown) Nov 6, 2025

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