# Databricks vs Snowflake

**Leader by Vioscale score:** Snowflake

| Attribute | Databricks | Snowflake |
|---|---|---|
| **Vioscale score** | 59.8 (48% (low)) | 65.9 (63% (medium)) |
| deployment.options | `{"cloud":true}` | `{"cloud":true}` |
| description.long | Databricks is a unified data, analytics, and AI platform for enterprises that combines data warehousing, machine learning, and AI agent capabilities through its lakehouse architecture and serverless Postgres offering (Lakebase). | Snowflake is a fully managed cloud data warehouse that handles data ingestion, processing, analytics, and AI model deployment. It enables zero-copy data sharing across teams, clouds, and external organizations while maintaining built-in governance and security. |
| features.capabilities | `{"in_db_ml":true,"deployment":"managed","sql_dialect":"vendor","architecture":"separated","data_sharing":true,"compute_model":"serverless","license_class":"proprietary","table_formats":"Delta, Iceberg","semi_structured":"first_class","streaming_ingest":true,"concurrency_scaling":"automatic"}` | `{"in_db_ml":true,"deployment":"managed","data_sharing":true,"compute_model":"virtual_warehouse","license_class":"proprietary","table_formats":"Apache Iceberg","semi_structured":"first_class","streaming_ingest":true,"concurrency_scaling":"automatic"}` |
| integrations.count | 6 | 750 |
| integrations.list | `[{"name":"Teams"},{"name":"Slack"},{"name":"Confluence"},{"name":"Power Platform"},{"name":"Copilot Studio"},{"name":"Zerobus"}]` | `[{"name":"AWS"},{"name":"Microsoft Azure"},{"name":"Google Cloud Platform"},{"name":"Streamlit"},{"name":"Apache Iceberg"},{"name":"PyTorch"},{"name":"NVIDIA"}]` |
| market.availability | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"US","primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"usage","plans":[{"free":false,"name":"Data Engineering","summary":"From $0.15 / DBU per second","features":["Orchestrate data processing","Build streaming and batch pipelines","Ingest data from multiple sources"],"components":[{"per":{"qty":1,"unit":"DBU"},"kind":"metered","amount":0.15,"currency":"USD"}],"description":"Orchestrate data processing, machine learning and analytics pipelines","contactSales":false},{"free":false,"name":"Data Warehousing","summary":"From $0.22 / DBU per second","features":["SQL analytics","BI reporting","Available in Classic and Serverless compute"],"components":[{"per":{"qty":1,"unit":"DBU"},"kind":"metered","amount":0.22,"currency":"USD"}],"description":"Run SQL queries for BI reporting, analytics and visualization","contactSales":false},{"free":false,"name":"Interactive Workloads","summary":"From $0.40 / DBU per second","features":["Data science workloads","Build custom applications","Security and governance"],"components":[{"per":{"qty":1,"unit":"DBU"},"kind":"metered","amount":0.4,"currency":"USD"}],"description":"Run interactive data science and machine learning workloads","contactSales":false},{"free":false,"name":"Operational Database","summary":"From $0.069 / CU per second","features":["Postgres database","Data and feature serving"],"components":[{"per":{"qty":1,"unit":"CU"},"kind":"metered","amount":0.069,"currency":"USD"}],"description":"Fully-managed Postgres transactional database for data and feature serving","contactSales":false},{"free":false,"name":"Artificial Intelligence","summary":"From $0.07 / DBU per second","features":["GenAI applications","Model Serving","AI Functions","Model Training"],"components":[{"per":{"qty":1,"unit":"DBU"},"kind":"metered","amount":0.07,"currency":"USD"}],"description":"Build production-quality GenAI or ML applications","contactSales":false},{"free":true,"name":"Genie","summary":"From $0.07 / DBU beyond free usage","features":["Natural language Q&A","AI Coding Assistant","Enterprise Knowledge access"],"components":[{"per":{"qty":1,"unit":"DBU"},"kind":"metered","amount":0.07,"currency":"USD"}],"description":"AI assistance for every team with natural language query access","contactSales":false}],"summary":"Pay-as-you-go usage-based pricing from $0.069 / DBU or CU per second. Committed Use Contracts available for volume discounts. Free tier available.","currency":"USD","freeTier":true,"sourceUrl":"https://databricks.com","retrievedAt":"2026-08-03T12:39:38.438Z","startingPrice":{"amount":0.069,"period":"month","currency":"USD"}}` | `{"type":"consumption","plans":[{"free":false,"name":"Standard","description":"Entry-level offering with core platform functionality","contactSales":false},{"free":false,"name":"Enterprise","description":"Most popular; addresses high-growth and large-scale customers with multi-cluster compute and extended governance","contactSales":false},{"free":false,"name":"Business Critical","description":"For highly regulated industries with Tri-Secret Secure, private connectivity, and disaster recovery","contactSales":false},{"free":false,"name":"Virtual Private Snowflake","description":"Dedicated isolated environment with all Business Critical features","contactSales":true}],"summary":"Consumption-based pricing by compute and storage usage; specific rates referenced in Snowflake Service Consumption Table","currency":"USD","freeTier":false,"sourceUrl":"https://www.snowflake.com/en/pricing-options/?utm_content=body-text&mkt_tok=3p.ds&gclid=324","retrievedAt":"2026-08-14T15:29:09.877Z"}` |
| pricing.free_tier | yes | no |
| pricing.model | commercial | commercial |
| pricing.price_level | low | unknown |
| pricing.transparent | yes | yes |
| reliability.status_page | yes | yes |
| security.disclosure_policy | yes | yes |
| security.fedramp | - | yes |
| security.gdpr | - | yes |
| security.iso27001 | - | yes |
| security.pci | - | yes |
| security.soc2 | - | yes |

## Capabilities (Data Warehouse Software)

| Capability | Databricks | Snowflake |
|---|:--:|:--:|
| **Deployment** |  |  |
| Deployment | Managed cloud | Managed cloud |
| **Architecture** |  |  |
| Architecture | Separated storage/compute | - |
| Compute model | Serverless | Virtual warehouses |
| **Query** |  |  |
| SQL dialect | Vendor-specific | - |
| Federation / lakehouse query-in-place | - | - |
| **Interoperability** |  |  |
| Table-format support | Delta, Iceberg | Apache Iceberg |
| **Scale** |  |  |
| Concurrency scaling | Automatic | Automatic |
| **Ingestion** |  |  |
| Streaming ingest | ✓ | ✓ |
| **Data model** |  |  |
| Semi-structured (JSON/VARIANT) | First-class | First-class |
| **Analytics** |  |  |
| ML / in-DB functions | ✓ | ✓ |
| **Sharing** |  |  |
| Data sharing / marketplace | ✓ | ✓ |
| **Licensing** |  |  |
| Licence class | Proprietary | Proprietary |

*Source: Vioscale. Generated 2026-09-01T16:59:19.247Z. "-" = undocumented, not absent.*