Airbyte vs Apache Airflow vs Dify vs ZenML
| Attribute | ||||
|---|---|---|---|---|
| Category | Data Integration & ETL | AI & Automation | AI Agents & Assistants | AI & Automation |
| Pricing | Free tier | Paid | Free tier | Free tier |
| Starting price | $10/month | $0.49/month | $59/month | — |
| Free tier | Yes | No | Yes | Yes |
| Free trial | Yes | Yes | No | No |
| Deployment | Cloud | — | — | — |
| API available | Unknown | Unknown | Unknown | Unknown |
| Platforms | — | — | — | — |
| Certifications | — | — | — | — |
| Integrations | — | — | — | — |
| Company | — | — | — | — |
| Feature attributes | ||||
Also consider
Unknown values show as “Unknown”/“—”. Nothing is inferred — see each tool page for sources.