Databricks releases, every cloud
- Unity Gateway support for compliance security profile standards
Enabled by default for workspaces with compliance security profile. Supports all Databricks compliance standards.
- The counter_diff SQL window function is now available
Calculates differences between consecutive cumulative counter values, available in Databricks Runtime 19 and above.
- Window measures on a numeric index column in metric views
Supports unitless offset and ranges on consecutive integer columns, useful for non-calendar periods like fiscal weeks.
- DeepSeek V4.1 Flash is now available on Unity Gateway
Supports text and image inputs, accessible via Foundation Model APIs.
- Horizontal scaling for Databricks Apps will soon be available for workspaces with the compliance security profile enabled Coming soon
Automatically enabled in October 2026 for compliance workspaces, allowing multiple instances behind a single URL.
- See which chunks support each ai_search answer (Beta)
Added generate_citations option to show supporting chunks.
- Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
- time_bucket SQL function aligns timestamps to fixed-width time buckets
Replaces date_trunc for non-calendar units, requires origin and width parameters.
- OpenAI GPT-6 Astra is now available on Unity Gateway
Available for enterprise workloads via pay-per-token Foundation Model APIs.
- AI Search supports struct and map columns and filter-only queries
Supports indexing and filtering of struct and map columns, and filter-only queries without vector retrieval.
- Google Gemini 3.8 Flash now available as a Databricks-hosted model
Accessible via Foundation Model APIs, requires compliance with applicable terms.
- Anthropic Claude Fable 5.1 now available as a Databricks-hosted model
Accessible via Foundation Model APIs, requires compliance with applicable terms.
- ai_transcribe function (Beta)
Transcribes audio files into text with optional speaker diarization. Returns VARIANT value.
- Zhipu AI GLM 5.3 now available as a Databricks-hosted model
Supports up to 1,048,576 tokens and 65,536 output tokens. Accessed via Foundation Model APIs.
- Monitor and cap external provider costs
Tracks and caps spend on Amazon Bedrock and Azure AI Foundry models. Requires enabling External Model Spend in Budgets on the account console.
- Unity Catalog Skills (Beta)
Publishes and governs agent skills, controlling access with Unity Catalog permissions.
- xAI Grok 4.6 is now available on Unity Gateway
Access through governed API, switch models without changing code.
- Zhipu AI GLM 5.3 Flash is now available on Unity Gateway
Access through the same governed API, with centralized permissions and no code changes required.
- ai_prep_search supports plain text and markdown input (Beta)
Accepts STRING content, no need for ai_parse_document preprocessing.
- Get this table by email. One Monday mail covering the week, filtered to the clouds and products you run. Weekly digest
- Unity Gateway now supports Provisioned Throughput
Adds access controls and usage tracking to Provisioned Throughput models.
- Monitor all AI activity with the unified trace table (Beta)
Captures requests and responses in OpenTelemetry format.
- Upcoming end of life for the Supervisor API Coming soon
Replaced by custom agents on Databricks Apps, ends September 30, 2026.
- User authorization for Databricks Apps will soon be available for workspaces with the compliance security profile enabled Coming soon
Enables apps to act with user identity, enforcing existing permissions. Automatically enabled in late September 2026.
- DeepSeek V4 Pro (0813) is now available on Unity Gateway
Access through the same governed API as other models, with centralized permissions and controls. Switch models without changing application code.
- Block or redact sensitive data in requests and responses
Detects SSNs, credit cards, and phone numbers using regex and checksums. Requires Enhanced Unity Gateway preview.
- Google Gemini 3.7 Flash is now available on Unity Gateway
Access through the same governed API as other models, with no application code changes required.
- 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%.
- ABAC GRANT policies now cover Unity Gateway resource types (Beta)
Supports model services, model provider services, MCP services, and agent services, allowing tag-based access.
- REPLACE USING flows for standalone streaming tables (Beta)
Replaces rows matching specified key columns, requires SEQUENCE BY column.
- DeepSeek V4 Flash (0731) is now available on Unity Gateway
Access through the same governed API as other models, with centralized permissions and controls.
- 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.
- Databricks-managed MCP connectors are now integrated with Unity Gateway (Beta)
Requires reauthentication to continue using with Genie One and Genie Code.
- 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.
- Unity Gateway API: Manage resources with SDKs, the CLI, and Terraform
Manages endpoints, model providers, and MCP servers. Requires SDKs 0.125.0 and later or CLI v1.11.0 and later.
- Automatic cost attribution for materialized views and streaming tables in Databricks SQL
Inherits custom tags from enclosing SQL warehouse environment for billing.
- 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.
- Use Unity Gateway with your own Claude enterprise subscription
Routes Claude code through Unity Gateway using existing subscriptions. No credentials are stored.
- 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) - Anthropic Claude Opus 5 now available as a Databricks-hosted model
Access via Foundation Model APIs, pay-per-token.
- Priority pay-per-token for Foundation Model APIs
Priority mode is for latency-sensitive applications, requiring partner or open source models.
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.