Ackee vs Qualtrics vs Reforge vs Umami
| Attribute | ||||
|---|---|---|---|---|
| Category | Web & Product Analytics | Research & Science | Education & Learning | Analytics & Business Intelligence |
| Pricing | Free tier | Free tier | Paid | Free tier |
| Starting price | $0/month | $420/month | $1995/month | $9/month |
| Free tier | Yes | Yes | No | Yes |
| Free trial | No | No | No | No |
| Deployment | — | — | — | — |
| API available | Unknown | Unknown | Unknown | Unknown |
| Platforms | — | — | — | — |
| Certifications | — | 5 | — | — |
| Integrations | — | — | — | — |
| Company | — | Founded 2002 | — | — |
| Feature attributes | ||||
| Sso Saml | — Unknown | ✓ Yes | — Unknown | — Unknown |
| Rbac | — Unknown | ✓ Yes | — Unknown | — Unknown |
| Mobile App | — Unknown | — Unknown | — Unknown | — Unknown |
| Webhooks | — Unknown | — Unknown | — Unknown | — Unknown |
| Data Export | — Unknown | — Unknown | — Unknown | — Unknown |
| Survey Builder | — Unknown | ✓ Yes | — Unknown | — Unknown |
| Electronic Lab Notebook | — Unknown | — Unknown | — Unknown | — Unknown |
| Statistical Analysis | — Unknown | — Unknown | — Unknown | — Unknown |
| Regulatory Support | — Unknown | — Unknown | — Unknown | — Unknown |
| Shared Workspace | — Unknown | — Unknown | — Unknown | — Unknown |
Also consider
Unknown values show as “Unknown”/“—”. Nothing is inferred — see each tool page for sources.