Apache Zeppelin vs Databricks vs Deepnote vs Snowflake
| Attribute | ||||
|---|---|---|---|---|
| Category | Analytics & Business Intelligence | Data & Databases | Analytics & Business Intelligence | Data & Databases |
| Pricing | Free tier | Paid | Free tier | Free tier |
| Starting price | Free | — | $39/month | $2 |
| Free tier | Yes | No | Yes | Yes |
| Free trial | No | Yes | Yes | Yes |
| Deployment | — | — | — | — |
| API available | Unknown | Unknown | Unknown | Yes |
| Platforms | — | — | — | — |
| Certifications | — | — | — | — |
| Integrations | — | — | — | — |
| Company | Founded 2015 | Founded 2013 | — | Founded 2012 |
| Feature attributes | ||||
| Sso Saml | — Unknown | — Unknown | — Unknown | — Unknown |
| Rbac | — Unknown | — Unknown | — Unknown | ✓ Yes |
| Mobile App | — Unknown | — Unknown | — Unknown | — Unknown |
| Webhooks | — Unknown | — Unknown | — Unknown | — Unknown |
| Data Export | — Unknown | — Unknown | — Unknown | — Unknown |
| Database Model | — Unknown | — Unknown | — Unknown | — Unknown |
| Managed Hosting | — Unknown | — Unknown | — Unknown | ✓ Yes |
| Serverless | — Unknown | — Unknown | — Unknown | — Unknown |
| Self Hosting | — Unknown | — Unknown | — Unknown | ✓ Yes |
| Sql Support | — Unknown | — Unknown | — Unknown | ✓ Yes |
Also consider
Unknown values show as “Unknown”/“—”. Nothing is inferred — see each tool page for sources.