Cumul.io vs Domo vs Kubit vs Looker
| Attribute | ||||
|---|---|---|---|---|
| Category | Web & Product Analytics | Analytics & Business Intelligence | Web & Product Analytics | Analytics & Business Intelligence |
| Pricing | Paid | Paid | Paid | Paid |
| Starting price | $995/month | — | — | $35 |
| Free tier | No | No | No | No |
| Free trial | Yes | Yes | No | Yes |
| Deployment | — | — | — | Cloud |
| API available | Unknown | Unknown | Unknown | Yes |
| Platforms | — | — | — | — |
| Certifications | — | — | — | 1 |
| Integrations | — | — | — | 4 |
| Company | — | — | — | 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 |
| 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.