Databricks releases, every cloud
- Smart Routing: Cut AI costs by routing each task to the right model
Works with Claude Code and Codex via Unity Gateway CLI or Omnigent. Cuts task cost by over 30%.
- Tags page in Governance Hub (Beta)
Provides a centralized view of tag usage, summarizes governed tags, and offers recommendations for invalid values. Requires account admins to enable from Previews page.
- Define business concepts with Pages (Beta)
Gives business terms a single governed definition, part of Unity Catalog semantics.
- REPLACE USING flows for standalone streaming tables (Beta)
Replaces rows matching specified key columns, requires SEQUENCE BY column.
- Unity Catalog ABAC GRANT policies support more securable types in Beta
Now supports model services, model provider services, MCP services, and agent services, in addition to models.
- Alert system tables are in Public Preview
Contains alerts and alert_evaluation_history tables for auditing and monitoring.
- Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
- DeepSeek V4 Flash (0731) is now available on Unity Gateway
Access through the same governed API as other models, with centralized permissions and controls.
- READ METADATA privilege is GA
Provides read-only visibility into security-sensitive metadata, including privilege grants and ABAC policies.
- ai_search function (Beta)
Retrieves info from AI Search indexes, generating optimized queries and returning relevant documents.
- Change data feed on materialized views (Beta)
Requires Databricks Runtime 18 LTS or above. Enables replication to external destinations.
- Tag automations (Beta)
Assigns or removes governed tags on Unity Catalog tables or volumes based on defined conditions.
- Moonshot AI Kimi K3 is now available on Unity Gateway
Access through the same governed API as other models, with centralized permissions and controls. Supports native vision.
- Schema-level HTTP connections in Unity Catalog are now generally available
Creates connections inside a schema, inheriting its privileges, instead of only at metastore level.
- Unity Gateway is now generally available
Controls AI service access and traffic, part of Unity Catalog, with some features still in Beta.
- Automatic cost attribution for materialized views and streaming tables in Databricks SQL
Inherits custom tags from enclosing SQL warehouse environment for billing.
- MANAGE no longer requires USE CATALOG or USE SCHEMA on the same object
No longer requires USE CATALOG or USE SCHEMA on the same object, but still needs them on parent containers.
- Refresh materialized views and streaming tables without exempting the pipeline owner from ABAC policies
Pipeline owners are now subject to ABAC policies when refreshing views and tables. Policies are evaluated using the pipeline owner's identity.
- Secrets in Unity Catalog is GA
Stores secrets as securable objects with Unity Catalog privileges. Uses catalog.schema.secret namespace.
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- Genie Code is now available on HIPAA compliance security profile workspaces with partner-powered AI features disabled
Genie Code uses Databricks-hosted models, with partner-powered AI features disabled.
- Upcoming general availability of Unity Gateway Coming soon
Extends Unity Catalog governance to runtime interactions, controls AI service usage, and monitors traffic. Available by default for workspaces with compliance security profile in mid-September.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Python UDTFs in Unity Catalog are now generally available
Runs on serverless compute, classic compute, and SQL warehouses. Requires Databricks Runtime 18.
- Anthropic Claude Opus 5 now available as a Databricks-hosted model
Access via Foundation Model APIs, pay-per-token.
- Governed tags system table is in Beta
Contains records for each governed tag key, including customer-created and system-generated tags.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Automated setup for S3 external locations
Uses AWS IAM temporary delegation to configure external locations and provision required resources.
- Databricks-hosted sample datasets available in the samples catalog
Available in Unity Catalog-enabled workspaces through OpenSharing as samples.databricks.datasets.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Priority pay-per-token for Foundation Model APIs
Priority mode is for latency-sensitive applications, requiring partner or open source models.
- Role-based access control (RBAC) is in Public Preview
Lets users assume a role with limited permissions. Requires account and workspace admin setup.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Google Gemini 3.5 Flash Lite now available as a Databricks-hosted model
Accessible via Foundation Model APIs, requires compliance with applicable terms.
- Google Gemini 3.6 Flash now available as a Databricks-hosted model
Accessible via Foundation Model APIs, requires compliance with applicable terms.
- Meta Llama 4 Maverick is retired
Replaced by OpenAI GPT OSS 120B, no longer on Google Cloud.
- Warehouse-level statement timeouts (Beta)
Set via statement_timeout field in Create or Update warehouse APIs.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Google Gemini 3 Pro is retired
Replaced by Gemini 3.1 Pro.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - MLflow trace storage in Unity Catalog is now generally available
Stores traces in OpenTelemetry format with unlimited storage and SQL query access.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - MLflow trace storage in Unity Catalog will soon be available by default for workspaces with the compliance security profile enabled Coming soon
Stores MLflow traces in Unity Catalog tables with unlimited storage and OTel format. Requires compliance security profile.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - ai_extract and ai_classify are now available by default for workspaces with the compliance security profile enabled
Replaces manual text extraction and classification workflows, requires compliance security profile.
- Data Classification is now available by default for additional compliance standards
Requires compliance security profile with C5, TISAX, or IRAP controls.
- Thinking Machine Labs Inkling now available as a Databricks-hosted model in Public Preview
Supports text and image inputs with a 1 million token context window. Access via Foundation Model APIs.
- Request for Access will soon be enabled by default for all workspaces Coming soon
Routes requests to Unity Catalog object owners via email, replacing workspace-level settings.
AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) - Azure Databricks-provided MCP Services will GA soon Coming soon
Enables read and write operations by default for tools like Slack and GitHub, and can be disabled in Unity Gateway.
- Databricks-provided MCP Services will GA soon Coming soon
Enables read and write operations for Slack, GitHub, and others by default, can be disabled in Unity Gateway.
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.