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  1. Overview
    • Release notes
    • All release notes
      • Snowflake server release notes and feature updates
          1. Upcoming (or in progress) server release notes
          2. Preview - 10.7
            • Recent server release notes
            • Feb 23-27, 2026 - 10.6
              • Feb 16-19, 2026 - 10.5
                • Feb 09-13, 2026 - 10.4
                  • Recent feature updates
                  • Mar 2, 2026 - Monitor and control Cortex AI Functions spending (General availability)
                    • Mar 02, 2026 - No limit on the number of backup sets per object
                      • Mar 02, 2026 - Support for new dbt Core versions for dbt Projects on Snowflake
                        • Mar 02, 2026 - Simplified pricing for hybrid tables
                          • Feb 27, 2026 - Openflow Connector for Oracle (General availability)
                            • Feb 26, 2026 - Snowflake Data Clean Rooms updates
                              • Feb 25, 2026 - Account Usage CORTEX_AGENT_USAGE_HISTORY view (General availability)
                                • Feb 25, 2026 - Account Usage SNOWFLAKE_INTELLIGENCE_USAGE_HISTORY view (General availability)
                                  • Feb 24, 2026 - View invoices in Snowsight
                                    • Feb 24, 2026 - User-defined actions for budgets
                                      • Feb 24, 2026 - Enforcement of privatelink-only access (General availability)
                                        • Feb 24, 2026 - Snowflake Postgres (General availability)
                                          • Feb 23, 2026 - Simplified setup for Data Quality Monitoring
                                            • Feb 23, 2026 - Grouped Query History in Snowsight (General availability)
                                              • Feb 20, 2026 - Snowflake Native Apps: Configuration (Preview)
                                                • Feb 20, 2026 - USE AI FUNCTIONS account privilege for Cortex AI Functions
                                                  • Feb 19, 2026 - Snowflake Data Clean Rooms updates
                                                    • Feb 19, 2026 - Machine learning experiments (General availability)
                                                      • Feb 18, 2026 - Snowflake Container Runtime versioning for ML Jobs (Preview)
                                                        • Feb 18, 2026 - Account Usage New CORTEX_AGENT_USAGE_HISTORY view (Preview)
                                                          • Feb 18, 2026 - Support for changing refresh user and secondary roles
                                                            • Feb 18, 2026 - Row timestamps for pipeline latency and event tracking (General availability)
                                                              • Feb 18, 2026 - Account Usage New SNOWFLAKE_INTELLIGENCE_USAGE_HISTORY view (Preview)
                                                                • Feb 17, 2026 - Access history improvements
                                                                  • Feb 16, 2026 - Sharing Streamlit in Snowflake apps (Preview)
                                                                    • Feb 13, 2026 - Run Security Essentials scanners on demand
                                                                      • Feb 13, 2026 - Snowflake Native Apps: Inter-App Communication (Preview)
                                                                        • Feb 12, 2026 - Snowflake Data Clean Rooms updates
                                                                          • Feb 12, 2026 - New checkout experience for private offers with flat-fee pricing (General availability)
                                                                            • Feb 12, 2026 - Strong Authentication Hub (Preview)
                                                                              • Feb 10, 2026 - Snowflake Native Apps: Shareback (General Availability)
                                                                                • Feb 09, 2026 - Performance Explorer enhancements (Preview)
                                                                                  • Feb 06, 2026 - Cortex Code data science and machine learning skill (Preview)
                                                                                    • Feb 06, 2026 - External query engine support for Apache Iceberg™ tables with Snowflake Horizon Catalog (General availability)
                                                                                      • Feb 06, 2026 - Trust Center Overview tab (Preview)
                                                                                        • Feb 05, 2026 - Snowflake Data Clean Rooms updates
                                                                                          • Feb 05, 2026 - Notebooks in Workspaces (General Availability)
                                                                                            • Feb 05, 2026 - Sensitive data classification: Support for semi-structured data (General availability)
                                                                                              • Feb 04, 2026 - Cortex Search Component Scores (General availability)
                                                                                                • Feb 04, 2026 - Sensitive data classification: Classify a subset of native semantic categories (Preview)
                                                                                                  • Earlier server release notes and feature updates
                                                                                                  • Earlier 2026 server release notes and feature updates
                                                                                                  • Earlier 2025 server release notes and feature updates
                                                                                                      1. Server release notes
                                                                                                      2. Feature updates
                                                                                                          1. Dec 18, 2025 - Network rules and policies support Google Cloud Private Service Connect IDs (General availability)
                                                                                                            • Dec 17, 2025 — Snowflake High Performance connector for Kafka (Preview)
                                                                                                              • Dec 17, 2025 - Schema evolution support for Snowpipe Streaming with high-performance architecture
                                                                                                                • Dec 17, 2025 - Snowflake Postgres (Preview)
                                                                                                                  • Dec 16, 2025 - Cortex Search multi-indexing and custom vector embedding (Preview)
                                                                                                                    • Dec 16, 2025 - Notebooks in Workspaces (Preview)
                                                                                                                      • Dec 15, 2025 - Account Usage: New CATALOG_LINKED_DATABASE_USAGE_HISTORY view
                                                                                                                        • Dec 15, 2025 - Vector aggregate functions
                                                                                                                          • Dec 12, 2025 - Private connectivity for internal stages on Google Cloud (General availability)
                                                                                                                            • Dec 11, 2025 - Snowflake Data Clean Rooms updates
                                                                                                                              • Dec 11, 2025 - Default pipe for Snowpipe Streaming with high-performance architecture
                                                                                                                                • Dec 11, 2025 - Interactive tables and interactive warehouses (General availability)
                                                                                                                                  • Dec 11, 2025 - Support for Streamlit in Snowflake container runtime (Preview)
                                                                                                                                    • Dec 10, 2025 - Cost anomalies (General availability)
                                                                                                                                      • Dec 10, 2025 - General availability of WORM backups
                                                                                                                                        • Dec 08, 2025 - AI_REDACT for automated redaction of PII (General availability)
                                                                                                                                          • Dec 08, 2025 - Dynamic tables: Support for dual warehouses
                                                                                                                                            • Dec 08, 2025 - Snowpipe simplified pricing
                                                                                                                                              • Dec 04, 2025 - Snowflake Data Clean Rooms updates
                                                                                                                                                • Dec 03, 2025 - Access history improvements
                                                                                                                                                  • Dec 02, 2025 - Optimize existing semantic views or models with verified queries (Preview)
                                                                                                                                                    • Dec 02, 2025 - Private connectivity for Apache Iceberg™ REST catalog integrations (General availability)
                                                                                                                                                      • Dec 02, 2025 - Auto-fulfillment for listings that span databases (General availability)
                                                                                                                                                        • Nov 21, 2025 - AI_COMPLETE function (General availability)
                                                                                                                                                          • Nov 21, 2025 - Import models from Hugging Face to Snowflake (Preview)
                                                                                                                                                            • Nov 21, 2025 - Tri-Secret Secure data protection for Snowpark Container Services block volumes (General availability)
                                                                                                                                                              • Nov 21, 2025 - External query engine support for Apache Iceberg™ tables with Snowflake Horizon Catalog (Preview)
                                                                                                                                                                • Nov 21, 2025 - Trust Center notifications in Snowsight (General availability)
                                                                                                                                                                  • Nov 20, 2025 - Snowflake Data Clean Rooms updates
                                                                                                                                                                    • Nov 20, 2025 - New versions of Streamlit supported in Streamlit in Snowflake (General availability)
                                                                                                                                                                      • Nov 20, 2025 - SnowConvert AI interface improvements
                                                                                                                                                                        • Nov 18, 2025 - Apache Iceberg™ tables: Support for bi-directional data access with Microsoft Fabric (Preview)
                                                                                                                                                                          • Nov 17, 2025 - Access control enhancements for cost anomalies
                                                                                                                                                                            • Nov 17, 2025 - Document Processing Playground (Preview)
                                                                                                                                                                              • Nov 17, 2025 - Snowflake Native Apps support for FedRAMP on AWS for apps with containers (General availability)
                                                                                                                                                                                • Nov 14, 2025 - Cortex Analyst Routing Mode (Preview)
                                                                                                                                                                                  • Nov 13, 2025 - Excluding objects from sensitive data classification (General availability)
                                                                                                                                                                                    • Nov 13, 2025 - Snowflake Data Clean Rooms updates
                                                                                                                                                                                      • Nov 13, 2025 - Improved stage volume implementation in Snowpark Container Services (General availability)
                                                                                                                                                                                        • Nov 10, 2025 - Snowpipe Streaming with high-performance architecture on Google Cloud Platform (GCP) (General availability)
                                                                                                                                                                                          • Nov 07, 2025 - AI_REDACT function (Preview)
                                                                                                                                                                                            • Nov 07, 2025 - Pricing plans and offers (General availability)
                                                                                                                                                                                              • Nov 07, 2025 - Storage lifecycle policies (General availability)
                                                                                                                                                                                                • Nov 07, 2025 - Trust Center extensions (Preview)
                                                                                                                                                                                                  • Dec 01, 2025 - CORTEX_AISQL_USAGE_HISTORY Account Usage view (General availability)
                                                                                                                                                                                                    • Nov 06, 2025 - dbt Projects on Snowflake (General availability)
                                                                                                                                                                                                      • Nov 06, 2025 - Snowflake Data Clean Rooms updates
                                                                                                                                                                                                        • Nov 05, 2025 - Cortex Agents integration for Microsoft Teams and Copilot (General availability)
                                                                                                                                                                                                          • Nov 05, 2025 - Shared Workspaces (Preview)
                                                                                                                                                                                                            • Nov 05, 2025 - Snowpipe Streaming with high-performance architecture on Azure (General availability)
                                                                                                                                                                                                              • Nov 05, 2025 - Support for paid listings in the Kingdom of Saudi Arabia (KSA) (General availability)
                                                                                                                                                                                                                • Nov 04, 2025 - Snowflake-managed MCP server (General availability)
                                                                                                                                                                                                                  • Nov 04, 2025 - Cortex Agents (General availability)
                                                                                                                                                                                                                    • Nov 04, 2025 - Interactive tables and interactive warehouses (Preview)
                                                                                                                                                                                                                      • Nov 04, 2025 - Snowflake Machine Learning Experiments (Preview)
                                                                                                                                                                                                                        • Nov 04, 2025 - Snowflake Openflow - Snowflake Deployments (General availability)
                                                                                                                                                                                                                          • Nov 04, 2025 - Performance Explorer (General availability)
                                                                                                                                                                                                                            • Nov 04, 2025 - Sharing semantic views
                                                                                                                                                                                                                              • Nov 04, 2025 - Snowflake Intelligence (General availability)
                                                                                                                                                                                                                                • Oct 31, 2025 - Snowflake Native App with Snowpark Container Services support for Google Cloud (General availability)
                                                                                                                                                                                                                                  • Oct 31, 2025 - Organization-level findings in the Trust Center
                                                                                                                                                                                                                                    • Oct 30, 2025 - Snowflake Data Clean Rooms updates
                                                                                                                                                                                                                                      • Oct 29, 2025 - CLIENT_POLICY parameter for authentication policies
                                                                                                                                                                                                                                        • Oct 29, 2025 - Guided account failover in Snowsight (General availability)
                                                                                                                                                                                                                                          • Oct 29, 2025 - Snowflake Native Apps: Shareback (Preview)
                                                                                                                                                                                                                                            • Oct 23, 2025 - Snowflake Data Clean Rooms updates
                                                                                                                                                                                                                                              • Oct 20, 2025 - Performance Explorer (Preview)
                                                                                                                                                                                                                                                • Oct 17, 2025 - Write support for externally managed Apache Iceberg™ tables and catalog-linked databases (General availability)
                                                                                                                                                                                                                                                  • Oct 17, 2025 - Partitioned writes for Apache Iceberg™ tables (General availability)
                                                                                                                                                                                                                                                    • Oct 17, 2025 - Set a target file size for Apache Iceberg™ tables (General availability)
                                                                                                                                                                                                                                                      • Oct 16, 2025 - AI_EXTRACT function (General availability)
                                                                                                                                                                                                                                                        • Oct 16, 2025 - Snowflake Data Clean Rooms updates
                                                                                                                                                                                                                                                          • Oct 16, 2025 - Organization account in a hybrid organization
                                                                                                                                                                                                                                                            • Oct 15, 2025 - Enforced join order with directed joins (General availability)
                                                                                                                                                                                                                                                              • Oct 16, 2025 - Cross-region inference for US Commercial Gov
                                                                                                                                                                                                                                                                • Oct 13, 2025 - CORTEX_EMBED_USER database role (General availability)
                                                                                                                                                                                                                                                                  • Oct 10, 2025 - Cortex Search Component Scores (Preview)
                                                                                                                                                                                                                                                                    • Oct 09, 2025 - dbt Projects on Snowflake: Recent improvements (Preview)
                                                                                                                                                                                                                                                                      • Oct 09, 2025 - Snowflake Data Clean Rooms updates
                                                                                                                                                                                                                                                                        • Oct 09, 2025 - Organization user groups with organizational listings (Preview)
                                                                                                                                                                                                                                                                          • Oct 09, 2025 - Verified query suggestions (Preview)
                                                                                                                                                                                                                                                                            • Oct 07, 2025 - Query insights in Snowsight (General availability)
                                                                                                                                                                                                                                                                              • Oct 06, 2025 - Hybrid table support for Microsoft Azure (General availability)
                                                                                                                                                                                                                                                                                • Oct 03, 2025 - Named scoring profiles for Cortex Search Services (General availability)
                                                                                                                                                                                                                                                                                  • Oct 03, 2025 - Lineage for stored procedures and tasks (General availability)
                                                                                                                                                                                                                                                                                    • Oct 02, 2025 - Snowflake Data Clean Rooms updates
                                                                                                                                                                                                                                                                                      • Oct 02, 2025 - Snowflake-managed MCP server (Preview)
                                                                                                                                                                                                                                                                                        • Oct 02, 2025 - Using the database object explorer in Snowsight to create and manage semantic views (General availability)
                                                                                                                                                                                                                                                                                          • Oct 01, 2025 - New OBJECT_VISIBILITY property (Preview)
                                                                                                                                                                                                                                                                                            • Sep 30, 2025 - Cortex Agents integration for Microsoft Teams and Copilot (Preview)
                                                                                                                                                                                                                                                                                              • Sep 30, 2025 - Declarative Sharing (Preview)
                                                                                                                                                                                                                                                                                                • Sep 30, 2025 - GRANT OWNERSHIP ON NOTEBOOK (General availability)
                                                                                                                                                                                                                                                                                                  • Sep 30, 2025 - Support for derived metrics in semantic views
                                                                                                                                                                                                                                                                                                    • Nov 04, 2025 - Cortex AI_TRANSCRIBE function (General availability)
                                                                                                                                                                                                                                                                                                      • Nov 04, 2025 - Cortex AI Functions (General availability)
                                                                                                                                                                                                                                                                                                        • Sep 29, 2025 - External OAuth support for Snowflake Open Catalog catalog integration (General availability)
                                                                                                                                                                                                                                                                                                          • Sep 29, 2025 - Using SQL for Cortex Powered Object Descriptions (General availability)
                                                                                                                                                                                                                                                                                                            • Sep 26, 2025 - AI_COUNT_TOKENS function (Preview)
                                                                                                                                                                                                                                                                                                              • Sep 25, 2025 - Page filtering for AI_PARSE_DOCUMENT
                                                                                                                                                                                                                                                                                                                • Sep 25, 2025 - Cortex AI Functions – AI_TRANSLATE (General availability)
                                                                                                                                                                                                                                                                                                                  • Sep 25, 2025 - Cost management — Updating budgets more frequently
                                                                                                                                                                                                                                                                                                                    • Sep 25, 2025 - Snowflake Data Clean Rooms updates
                                                                                                                                                                                                                                                                                                                      • Sep 25, 2025 - FILE data type (General availability)
                                                                                                                                                                                                                                                                                                                        • Sep 23, 2025 - AI_FILTER Performance Optimization (Preview)
                                                                                                                                                                                                                                                                                                                          • Sep 23, 2025 - Snowpipe Streaming with high-performance architecture (General availability)
                                                                                                                                                                                                                                                                                                                            • Sep 22, 2025 - Prevent data compaction on Snowflake-managed Apache Iceberg™ tables
                                                                                                                                                                                                                                                                                                                              • Sep 19, 2025 - Snowflake Native Apps support for FedRAMP on AWS for apps with containers (Preview)
                                                                                                                                                                                                                                                                                                                                • Sep 19, 2025 - Support for position row-level deletes when writing to externally managed Apache Iceberg™ tables or catalog-linked databases on Azure (Preview)
                                                                                                                                                                                                                                                                                                                                  • Sep 19, 2025 - Read consistency mode for sessions with near-concurrent changes
                                                                                                                                                                                                                                                                                                                                    • Sep 19, 2025 - SnowConvert AI Verification (Preview)
                                                                                                                                                                                                                                                                                                                                      • Sep 17, 2025 - Snowflake Openflow - Snowflake Deployments (Preview)
                                                                                                                                                                                                                                                                                                                                        • Sep 17, 2025 - New SYS_CONTEXT function for getting context about applications, sessions, and organizations
                                                                                                                                                                                                                                                                                                                                          • Sep 17, 2025 - Data lineage for tasks
                                                                                                                                                                                                                                                                                                                                            • Sep 16, 2025 - Support for Streamlit in Snowflake in the People's Republic of China (Preview)
                                                                                                                                                                                                                                                                                                                                              • Sep 15, 2025 - Billing views for Snowflake resellers and distributors
                                                                                                                                                                                                                                                                                                                                                • Sep 15, 2025 - Snowflake Native Apps updates
                                                                                                                                                                                                                                                                                                                                                  • Sep 15, 2025 - Multi-factor authentication — Support for one-time passcodes
                                                                                                                                                                                                                                                                                                                                                    • Sep 12, 2025 - Support for position row-level deletes when writing to externally managed Apache Iceberg™ tables or catalog-linked databases on Amazon S3 or Google Cloud (Preview)
                                                                                                                                                                                                                                                                                                                                                      • Sep 11, 2025 - Support for Snowflake Cortex AI Functions in incremental dynamic table refresh
                                                                                                                                                                                                                                                                                                                                                        • Sep 11, 2025 - Workspaces (General availability)
                                                                                                                                                                                                                                                                                                                                                          • Sep 09, 2025 - Sensitive data classification
                                                                                                                                                                                                                                                                                                                                                            • Sep 09, 2025 - Hybrid table support for Microsoft Azure (Preview)
                                                                                                                                                                                                                                                                                                                                                              • Sep 09, 2025 - Using Snowsight to monitor data quality (Preview)
                                                                                                                                                                                                                                                                                                                                                                • Sep 02, 2025 - Cortex Agents: Admin object REST API (Preview)
                                                                                                                                                                                                                                                                                                                                                                  • Sep 02, 2025 - Document AI models in the model registry
                                                                                                                                                                                                                                                                                                                                                                    • Sep 02, 2025 - Partitioned writes for Apache Iceberg™ tables (Preview)
                                                                                                                                                                                                                                                                                                                                                                      • Aug 29, 2025 - Snowflake Native Apps: Restricted caller’s rights (General availability)
                                                                                                                                                                                                                                                                                                                                                                        • Aug 28, 2025 - Snowflake Data Clean Rooms updates
                                                                                                                                                                                                                                                                                                                                                                          • Aug 28, 2025 - Hybrid table support for periodic rekeying (General availability)
                                                                                                                                                                                                                                                                                                                                                                            • Aug 28, 2025 - Monitoring events for Snowpipe
                                                                                                                                                                                                                                                                                                                                                                              • Aug 26, 2025 - Using the database object explorer in Snowsight to create and manage semantic views (Preview)
                                                                                                                                                                                                                                                                                                                                                                                • Aug 25, 2025 - Snowflake Connectors for Microsoft Power Apps (General availability)
                                                                                                                                                                                                                                                                                                                                                                                  • Aug 22, 2025 - AI_EXTRACT function (Preview)
                                                                                                                                                                                                                                                                                                                                                                                    • Aug 22, 2025 - Organization profile updates
                                                                                                                                                                                                                                                                                                                                                                                      • Aug 21, 2025 - AI Parse Document layout mode (General availability)
                                                                                                                                                                                                                                                                                                                                                                                        • Aug 21, 2025 - Snowflake Data Clean Rooms updates
                                                                                                                                                                                                                                                                                                                                                                                          • Aug 20, 2025 - Cortex Search Service replication (Preview)
                                                                                                                                                                                                                                                                                                                                                                                            • Aug 20, 2025 - Distributed processing in Snowflake ML: Many Model Training and Distributed Partition Function
                                                                                                                                                                                                                                                                                                                                                                                              • Aug 20, 2025 - New stage volume implementation in Snowpark Container Services (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                • Aug 28, 2025 - Model Registry model deployment UI (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                  • Aug 19, 2025 - Trust Center email notifications (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                    • Aug 18, 2025 - Snowsight navigation menu updates (Gradual rollout)
                                                                                                                                                                                                                                                                                                                                                                                                      • Aug 18, 2025 - Write Once, Read Many (WORM) snapshots (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                        • Aug 14, 2025 - Support for stored procedures in data lineage (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                          • Aug 14, 2025 - Using SQL for Cortex Powered Object Descriptions (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                            • Aug 14, 2025 - Workload identity federation (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                              • Aug 12, 2025 - Snowflake ML Jobs (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                • Aug 12, 2025 - Support for Streamlit 1.46 (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                  • Aug 11, 2025 - CORS configuration to enable cross-origin requests to a Snowpark Container Services service (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                    • Aug 08, 2025 - Contacts (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                      • Aug 07, 2025 - Cortex AI_TRANSCRIBE (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                        • Aug 07, 2025 - Enforced join order with directed joins (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                          • Aug 07, 2025 - Snowpark Container Services batch jobs (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                            • Aug 06, 2025 - Cortex Agents: admin configuration UI (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                              • Aug 06, 2025 - Support for custom components in Streamlit in Snowflake (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                • Aug 05, 2025 - Document AI table extraction (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                  • Aug 04, 2025 - Hybrid table storage for Time Travel data
                                                                                                                                                                                                                                                                                                                                                                                                                                    • Aug 01, 2025 - Snowflake Intelligence (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                      • Aug 01, 2025 - Snowpark Container Services in Google Cloud (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                        • Jul 31, 2025 - AI Observability in Snowflake Cortex (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                          • Jul 30, 2025 - External network access with private connectivity: Google Cloud
                                                                                                                                                                                                                                                                                                                                                                                                                                            • Jul 29, 2025 - Cortex Agents integration for Microsoft Teams and Copilot (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                              • Jul 28, 2025 - Single-use refresh tokens for Snowflake OAuth
                                                                                                                                                                                                                                                                                                                                                                                                                                                • Jul 28, 2025 - Cortex Powered Object Descriptions
                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Jul 25, 2025 - Cortex AI Functions AI_SENTIMENT (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Jul 25, 2025 - Snowflake Native App Framework support for Snowflake machine learning models (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Jul 24, 2025 - Snowflake Data Clean Rooms updates
                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Jul 21, 2025 - Billing contact information updates (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Jul 21, 2025 - CREATE_BILLING_EVENT and CREATE_BILLING_EVENTS system functions (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Jul 18, 2025 - Alerts on new data (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Jul 18, 2025 - Sensitive data classification
                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Jul 18, 2025 - Write support for externally managed Apache Iceberg™ tables and catalog-linked databases (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Jul 17, 2025 - Snowflake Data Clean Rooms updates
                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Jul 16, 2025 - Data governance release notes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Jul 15, 2025 - Support for Streamlit 1.45.1 (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Jul 08, 2025 - Snowflake AI_EMBED multimodal embeddings (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Jul 08, 2025 - ML Explainability visualizations (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Jul 07, 2025 - Account Usage: New CREDENTIALS view
                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Jul 04, 2025 - Snowflake Native App with Snowpark Container Services support for Google Cloud (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Jul 03, 2025 - Query insights
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Jul 01, 2025 - Snowflake Multi-Node ML Jobs (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Jun 27, 2025 - dbt Projects on Snowflake (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Jun 26, 2025 - Clone dynamic tables as tables (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Jun 24, 2025 - Premium views in the organization account (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Jun 23, 2025 - Snowflake Native App Framework updates
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Jun 19, 2025 - Snowflake Data Clean Rooms updates
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Jun 18, 2025 - Customized runtime environments in Warehouse notebooks (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Jun 16, 2025 - Cost Management release notes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Jun 12, 2025 - Snowflake Data Clean Rooms updates
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Jun 03, 2025 - Snowflake Copilot inline (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Jun 03, 2025 - Workspaces in Snowsight (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Jun 02, 2025 - AI_CLASSIFY supports up to 500 labels and multi-label classification
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Jun 02, 2025 - Snowflake Cortex AI Functions (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Jun 01, 2025 - Snowsight templates in trial accounts (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • May 30, 2025 - Additional model support for Cortex AISQL Images
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • May 30, 2025 - Snowflake Openflow (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • May 30, 2025 - Request Approval Workflow (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • May 30, 2025 - Data Governance release notes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • May 29, 2025 - Table extraction in Document AI (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • May 29, 2025 - Snowflake Data Clean Rooms updates
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • May 28, 2025 - Organization users (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • May 27, 2025 - Data sharing & collaboration for accounts in Kingdom of Saudi Arabia region
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • May 27, 2025 - Snowflake Native App with Snowpark Container Services support for Azure Private Link (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • May 27, 2025 - Security release notes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • May 23, 2025 - Notebooks `st.secrets` support for Warehouse and Container Runtimes (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • May 22, 2025 - Snowflake Data Clean Rooms updates
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • May 22, 2025 - New Snowsight navigation menu (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • May 21, 2025 - Snowflake Openflow updates
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • May 20, 2025 - Data Governance release notes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • May 20, 2025 - Snowflake Copilot model level RBAC
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • May 20, 2025 - Snowflake Openflow (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • May 20, 2025 - Snowpark Container Services preview available in Google Cloud (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • May 19, 2025 - Cortex COMPLETE Structured Output schema references
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • May 19, 2025 - Snowflake ML Data Connector release notes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • May 19, 2025 - Snowflake Notebooks Container Runtime - Support for Azure and Azure Private Link (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • May 16, 2025 - Cost Management release notes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • May 16, 2025 - Universal Search support for pipes, tasks, and streams (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • May 15, 2025 - Organizational listings: discovery and access
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • May 14, 2025 - Data Governance release notes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • May 13, 2025 - Support for Streamlit 1.44.0 (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • May 08, 2025 - Document AI updates
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • May 08, 2025 - Dynamic tables: Support for IS_ROLE_IN_SESSION in access policies (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • May 05, 2025 - Generation 2 standard warehouses (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • May 05, 2025 - Snowflake Cortex Provisioned Throughput (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • May 01, 2025 - Snowflake Data Clean Rooms updates
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • May 01, 2025 - Dynamic tables: Support for filtering by current time and date for incremental refresh (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Apr 30, 2025 - Programmatic access tokens
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Apr 28, 2025 - Boost Cortex Search results based on metadata signals (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Apr 28, 2025 - Role-Based Access Control for Cortex LLM Models
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Apr 28, 2025 - Disable reranker in Cortex Search queries (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Apr 24, 2025 - Container Runtime for ML on multi-node clusters (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Apr 24, 2025 - Snowflake Data Clean Rooms updates
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Apr 22, 2025 - Trust Center email notifications (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Apr 18, 2025 - Support for ``st.query_params`` (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Apr 17, 2025 - Snowflake Data Clean Rooms updates
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Apr 17, 2025 - Semantic views (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Apr 16, 2025 - Document AI multi-language support
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Apr 16, 2025 - Snowflake ML Jobs (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Apr 15, 2025 - Snowflake Cortex AI state-of-the-art Entity Sentiment (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Apr 15, 2025 - Snowflake Egress Cost Optimizer (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Apr 15, 2025 - Search optimization improves the performance of queries containing scalar functions
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Apr 14, 2025 - Snowflake Cortex AI COMPLETE multimodal support (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Apr 14, 2025 - EMBED Function Added to Cortex REST API (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Apr 14, 2025 - Mistral AI's multimodal Pixtral Large now available for Snowflake Cortex AI (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Apr 14, 2025 - FILE data type to create tables for multimodal analysis (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Apr 14, 2025 - PROMPT helper function (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Apr 14, 2025 - Support for Streamlit 1.42.0 (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Apr 11, 2025 - Snowsight replication configuration and monitoring (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Apr 10, 2025 - Snowflake Data Clean Rooms updates
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Apr 7, 2025 - Google Cloud Private Service Connect in Streamlit in Snowflake (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Apr 04, 2025 - Cortex AI Observability (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Apr 04, 2025 - Cortex COMPLETE Structured Outputs (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Mar 31, 2025 - Data Governance release notes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Mar 27, 2025 - Snowflake Data Clean Rooms release notes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Mar 27, 2025 - Git integration and multi-file editing in Streamlit in Snowflake (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Mar 26, 2025 - Support for multiple semantic models in Cortex Analyst queries (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Mar 24, 2025 - Support for ``st.experimental_audio_input`` and ``st.camera_input`` (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Mar 20, 2025 - Data Governance release notes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Mar 20, 2025 - Snowflake Datasets (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Mar 19, 2025 - Alerts on new data (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Mar 19, 2025 - Additional file format support for Cortex AI Parse Document
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Mar 17, 2025 - Document AI release notes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Mar 17, 2025 - Snowflake Notebooks on Container Runtime for AWS (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Mar 12, 2025 - Support for ``st.file_uploader`` (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Mar 07, 2025 - RESOURCE_CONSTRAINT clause for Snowpark-optimized warehouses (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Mar 06, 2025 - Cortex AI PARSE_DOCUMENT function for OCR (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Mar 05, 2025 - Search optimization improves the performance of queries containing scalar subqueries
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Mar 05, 2025 - Snowpark Container Services support for application metrics
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Mar 04, 2025 - Universal Search ML model support (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Mar 03, 2025 - Snowflake Cortex Document Processing Usage History
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Mar 03, 2025 - Native Apps with Snowpark Container Services - Support for AWS PrivateLink (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Mar 03, 2025 - Native Apps with Snowpark Container Services - Support for Azure Private Link (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Mar 03, 2025 - Collapsible navigation bar in Snowsight (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Feb 28, 2025 - Increased max_cluster_count limits for multi-cluster warehouses
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Feb 27, 2025 - Snowflake Data Clean Rooms release notes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Feb 27, 2025 - Snowflake Native Apps release channels (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Feb 26, 2025 - Generating connection settings for a client, driver, library, or third-party application
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Feb 24, 2025 - Changes to the app toolbar in Snowsight
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Feb 19, 2025 - Snowflake ML Model Serving Automatic Suspension (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Feb 14, 2025 - Document AI release notes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Feb 14, 2025 - Support for ``st.file_uploader`` (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Feb 13, 2025 - Snowpark Container Services (SPCS) Model Serving on Azure (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Feb 11, 2025 - Snowflake Cortex COMPLETE Structured Outputs (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Feb 07, 2025 - Snowflake Cortex Fine-tuning (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Feb 7, 2025 - Support for material icons (General Availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Feb 03, 2025 - Snowflake Native Apps with Snowpark Container Services support for Azure (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Jan 31, 2025 - Support for future grants in Streamlit in Snowflake (General Availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Jan 27, 2025 - Organization account (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Jan 23, 2025 - Document AI on GCP (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Jan 20, 2025 - Snowflake Native Apps with Snowpark Container Services support for AWS PrivateLink (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Jan 16, 2025 - Snowsight enhancements to contact email management (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Jan 15, 2025 - Custom instructions in Cortex Analyst (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Jan 15, 2025 - Optimized COPY and INSERT bulk loads on empty hybrid tables (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Jan 07, 2025 - Snowflake Cortex Playground (Preview)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Jan 06, 2025 - Snowflake Notebooks warehouse runtime on AWS PrivateLink and Azure Private Link (General availability)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Earlier 2024 server release notes and feature updates
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Earlier 2023 server release notes and feature updates
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                • Release notes from 2015 - 2022
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Client, driver, and library release notes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                1. Monthly release notes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                2. Client versions & support policy
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                3. Snowflake Connector release notes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  1. Snowflake Connector for Google Analytics Raw Data
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Snowflake Connector for Google Analytics Aggregate Data
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Snowflake Connector for ServiceNow V2
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        • Snowflake Connector for MySQL
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          • Snowflake Connector for PostgreSQL
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            • Snowflake Connector for Sharepoint
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              • Native SDK for Connectors
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                1. Native SDK for Connectors Java library
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  • Native SDK for Connectors Java Test library
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Native SDK for Connectors Java Template
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Native SDK Example Java GitHub Connector
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Behavior changes
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Behavior change announcements
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Recent improvements
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • Performance improvements
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    • SQL improvements
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Feature information
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      • Preview features
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Release notesSnowflake server release notes and feature updatesEarlier 2025 server release notes and feature updatesFeature updatesAug 07, 2025 - Snowpark Container Services batch jobs (Preview)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Aug 07, 2025: Snowpark Container Services batch jobs (Preview)¶

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Support for running multiple replicas of a Snowpark Container Services job service is available in preview.

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