dbt vs GitHub vs Iterative Studio vs Looker
| Attribute | ||||
|---|---|---|---|---|
| Category | Developer Tools | Developer Tools | DevOps & Monitoring | Analytics & Business Intelligence |
| Pricing | Free tier | Free tier | Free tier | Paid |
| Starting price | $100/month | $4/month | — | $35 |
| Free tier | Yes | Yes | Yes | No |
| Free trial | Yes | Yes (14d) | Unknown | Yes |
| Deployment | Cloud | Hybrid | — | Cloud |
| API available | Unknown | Yes | Unknown | Yes |
| Platforms | — | — | — | — |
| Certifications | — | 3 | — | 1 |
| Integrations | — | — | 1 | 4 |
| Company | — | Founded 2008 | — | Founded 2012 |
| Feature attributes | ||||
| Sso Saml | — Unknown | ✓ Yes | — Unknown | — Unknown |
| Rbac | — Unknown | ✓ Yes | — Unknown | ✓ Yes |
| Mobile App | — Unknown | — Unknown | — Unknown | — Unknown |
| Webhooks | — Unknown | ✓ Yes | — Unknown | — Unknown |
| Data Export | — Unknown | ✓ Yes | — Unknown | — Unknown |
| Version Control | — Unknown | ✓ Yes | — Unknown | — Unknown |
| Ci Cd | — Unknown | ✓ Yes | — Unknown | — Unknown |
| Api Testing | — Unknown | — Unknown | — Unknown | — Unknown |
| Package Registry | — Unknown | ✓ Yes | — Unknown | — Unknown |
| Self Hosting | — Unknown | ✓ Yes | — Unknown | — Unknown |
| Data Source Connectors | — Unknown | — Unknown | — Unknown | — Unknown |
| Self Service Exploration | — Unknown | — Unknown | — Unknown | — Unknown |
| Embedded Analytics | — Unknown | — Unknown | — Unknown | ✓ Yes |
| Natural Language Query | — Unknown | — Unknown | — Unknown | ✓ Yes |
| Scheduled Reports | — Unknown | — Unknown | — Unknown | — Unknown |
Also consider
Unknown values show as “Unknown”/“—”. Nothing is inferred — see each tool page for sources.