Quick comparison
| # | App | Pricing | Verified price | Open source | Platforms | Verified facts | Score |
|---|
| 1 |  Airbyte | Open source | $20/month (cloud) | Yes | Web, Self-hosted | 5 of 5 | 79.8 |
| 2 |  Dataform | Free | — | Yes | Web | 5 of 5 | 59.4 |
1Best for: Data engineers who want open-source ELT they can self-host and extend with custom connectors
Open sourceSelf-hostableWeb, Self-hosted
Why switch from dbt
Open-source pipelines that cover extract and load, with a self-hostable core if you want to avoid a vendor platform.
Pros
- Core engine is free to self-host with no row-based fees
- Connector Builder and CDK make custom sources straightforward
- Same pipelines can move between self-hosted and managed cloud
Cons
- Self-hosting means you handle upgrades, scaling and failed syncs
- Community connectors vary in quality and maintenance
- SSO and faster sync schedules are limited to higher paid plans
How this score is calculated
Editorial fit ×0.387
Reviews ×0.363
Clicks (90 days) ×0.15100
Freshness ×0.15100
Votes ×0.150
0 counted reviews, 0 up and 0 down votes. Full formula
2Best for: BigQuery teams that want managed SQL pipelines with Git and scheduling at no extra service fee.
FreeOpen sourceWeb
Why switch from dbt
Free managed SQLX pipelines inside Google Cloud, a simpler fit when your warehouse is only BigQuery.
Pros
- No fee for Dataform itself; you only pay BigQuery for the queries
- Browser workspace with Git sync to GitHub, GitLab, Bitbucket or Azure DevOps
- JavaScript can generate repetitive SQL instead of copy-paste
- Open-source core and CLI under Apache 2.0
Cons
- Managed service works only with BigQuery
- Smaller ecosystem of packages and community help than dbt
- Tied to Google Cloud console, IAM and billing setup
How this score is calculated
Editorial fit ×0.369
Reviews ×0.363
Clicks (90 days) ×0.150
Freshness ×0.15100
Votes ×0.150
0 counted reviews, 0 up and 0 down votes. Full formula