# Amazon SageMaker Studio Notebooks vs Databricks Notebooks

**Leader by Vioscale score:** Amazon SageMaker Studio Notebooks

| Attribute | Amazon SageMaker Studio Notebooks | Databricks Notebooks |
|---|---|---|
| **Vioscale score** | 40.2 (42% (low)) | 22.4 (3% (low)) |
| deployment.options | `{"cloud":true}` | - |
| description.long | A cloud-based development platform that enables data scientists and ML engineers to prepare data, build, train, and deploy AI models using their preferred IDEs and tools, all within a managed AWS infrastructure. | A unified data platform that serves complex pricing models with sub-millisecond latency by combining historical datasets with instant feature access and structured analytics. |
| integrations.count | 22 | 5 |
| integrations.list | `[{"name":"JupyterLab"},{"name":"Code Editor"},{"name":"RStudio"},{"name":"Visual Studio Code"},{"name":"GitHub"},{"name":"Amazon EMR"},{"name":"AWS Glue"},{"name":"Claude Code"},{"name":"Gemini"},{"name":"OpenCode"},{"name":"Codex"},{"name":"Asana"},{"name":"Brave"},{"name":"Pokee AI"},{"name":"Tailscale"},{"name":"TrendMicro Vision One"},{"name":"Orca Security"},{"name":"Suger"},{"name":"Aurora Endpoint Defense"},{"name":"Cast AI"},{"name":"LucidLink"},{"name":"Vanta"}]` | `[{"name":"Tecton"},{"name":"Fennel"},{"name":"Apache Spark"},{"name":"Delta"},{"name":"Iceberg"}]` |
| market.availability | `{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"cli":true,"web":true}` | `{"web":true}` |
| pricing | `{"type":"hybrid","summary":"Pay-as-you-go usage pricing with optional commitment discounts and flat-rate plans; free tier available","currency":"USD","freeTier":true,"sourceUrl":"https://aws.amazon.com/pricing/?nc2=h_pr_pr","retrievedAt":"2026-08-19T14:40:39.092Z","billingPeriods":["month"]}` | - |
| pricing.free_tier | yes | - |
| pricing.model | freemium | - |
| pricing.price_level | low | - |
| pricing.transparent | no | - |
| security.fedramp | yes | - |
| security.gdpr | yes | - |
| security.hipaa | yes | - |
| security.pci | yes | - |

## Capabilities (ML Notebooks)

| Capability | Amazon SageMaker Studio Notebooks | Databricks Notebooks |
|---|:--:|:--:|
| **Capabilities** |  |  |
| GPU tpu access | - | - |
| Realtime collaboration | - | - |
| Reactive execution | - | - |
| Diffable versioning | - | - |
| Scheduled parameterized runs | - | - |
| Notebook to app dashboard | - | - |
| AI copilot assist | - | - |
| Data warehouse connectors | - | - |
| Local or self host | - | - |
| Free tier | - | - |

*Source: Vioscale. Generated 2026-09-01T15:05:36.393Z. "-" = undocumented, not absent.*