# Azure Synapse Analytics vs Databricks

**Leader by Vioscale score:** Databricks

| Attribute | Azure Synapse Analytics | Databricks |
|---|---|---|
| **Vioscale score** | 50 (14% (low)) | 59.8 (48% (low)) |
| deployment.options | `{"cloud":true}` | `{"cloud":true}` |
| description.long | Azure Synapse Analytics is a managed, cloud-based analytics platform that enables rapid analysis and insight generation across enterprise data warehouses and big data systems. It provides a unified solution for processing and analyzing data at scale. | 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). |
| features.capabilities | `{"deployment":"managed","license_class":"proprietary"}` | `{"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"}` |
| integrations.count | - | 6 |
| integrations.list | - | `[{"name":"Teams"},{"name":"Slack"},{"name":"Confluence"},{"name":"Power Platform"},{"name":"Copilot Studio"},{"name":"Zerobus"}]` |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":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"}}` |
| pricing.free_tier | - | yes |
| pricing.model | commercial | commercial |
| pricing.price_level | - | low |
| pricing.transparent | - | yes |
| reliability.status_page | yes | yes |
| security.disclosure_policy | - | yes |
| security.gdpr | yes | - |

## Capabilities (Data Warehouse Software)

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

*Source: Vioscale. Generated 2026-09-01T17:09:01.812Z. "-" = undocumented, not absent.*