Databricks vs Snowflake vs Valohai vs Weights & Biases
| Attribute | ||||
|---|---|---|---|---|
| Category | Data & Databases | Data & Databases | DevOps & Monitoring | Analytics & Business Intelligence |
| Pricing | Paid | Free tier | Paid | Free tier |
| Starting price | — | $2 | — | $60/month |
| Free tier | No | Yes | No | Yes |
| Free trial | Yes | Yes | Yes | No |
| Deployment | — | — | — | — |
| API available | Unknown | Yes | Unknown | Unknown |
| Platforms | — | — | — | — |
| Certifications | — | — | — | — |
| Integrations | — | — | — | — |
| Company | Founded 2013 | Founded 2012 | — | — |
| Feature attributes | ||||
| Sso Saml | — Unknown | — Unknown | — Unknown | — Unknown |
| Rbac | — Unknown | ✓ Yes | — Unknown | — Unknown |
| 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 | ✓ Yes | — Unknown | — Unknown |
| Serverless | — Unknown | — Unknown | — Unknown | — Unknown |
| Self Hosting | — Unknown | ✓ Yes | — Unknown | — Unknown |
| Sql Support | — Unknown | ✓ Yes | — Unknown | — Unknown |
Also consider
Unknown values show as “Unknown”/“—”. Nothing is inferred — see each tool page for sources.