Best Great Expectations Alternatives in 2026
Updated
20 platforms from database testing tools ranked against Great Expectations on the same published basis.
- 1Great Expectations vs Amazon Deequ
- 2Great Expectations vs DataKitchen TestGen
- 4Great Expectations vs Soda
- 5Great Expectations vs Atlas
- 6Great Expectations vs Bytebase Enterprise
- 7Great Expectations vs SQLFluff
- 8Great Expectations vs Liquibase
- 9Great Expectations vs QuerySurge
- 10Great Expectations vs tSQLt
- 11Great Expectations vs pgroll
- 12Great Expectations vs pgtestdb
- 13Great Expectations vs SQLancer
- 14Great Expectations vs utPLSQL
- 15Great Expectations vs DbFit
- 16Great Expectations vs pgTAP
- 17Great Expectations vs Database Rider
- 18Great Expectations vs mori
- 19Great Expectations vs Redgate SQL Provision
- 20Great Expectations vs Sqitch
- 21Great Expectations vs NBi
Great Expectations alternatives compared
| # | Platform | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | Amazon Deequ | 7.3 | Free plan | Free | API, Linux, Mac, self-hosted, Windows |
| 2 | DataKitchen TestGen | 7.3 | Free plan | $100/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 4 | Soda | 7.3 | Free plan | $750/mo | API, Linux, self-hosted, Web |
| 5 | Atlas | 7.2 | Free plan | $9/mo | API, Linux, Mac, self-hosted, Windows |
| 6 | Bytebase Enterprise | 7.2 | Free plan | $20/mo | API, self-hosted, Web |
| 7 | SQLFluff | 7.2 | Free plan | Free | API, Linux, Mac, self-hosted, Windows |
| 8 | Liquibase | 6.8 | No | — | API, Browser, Linux, Mac, self-hosted, Windows |
| 9 | QuerySurge | 6.8 | No | $1.58/mo | API, Linux, self-hosted, Web, Windows |
| 10 | tSQLt | 6.0 | Free plan | Free | self-hosted |
| 11 | pgroll | 5.8 | Free plan | Free | Linux, Mac, self-hosted, Windows |
| 12 | pgtestdb | 5.8 | Free plan | Free | self-hosted |
| 13 | SQLancer | 5.8 | Free plan | Free | Linux, Mac, Windows |
| 14 | utPLSQL | 5.8 | Free plan | Free | Linux, Mac, self-hosted, Windows |
| 15 | DbFit | 5.5 | No | — | Linux, self-hosted, Web, Windows |
| 16 | pgTAP | 5.5 | No | — | Linux, self-hosted |
| 17 | Database Rider | 5.4 | No | — | self-hosted |
| 18 | mori | 5.4 | No | — | Linux, Mac |
| 19 | Redgate SQL Provision | 5.4 | No | — | Linux, self-hosted, Web, Windows |
| 20 | Sqitch | 5.3 | No | — | Linux, Mac, self-hosted, Windows |
| 21 | NBi | 5.1 | No | — | Windows |
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Questions about Great Expectations alternatives
What is the best alternative to Great Expectations?
Amazon Deequ, number 1 in database testing tools with a score of 7.3 out of 10. The others here: DataKitchen TestGen, Soda, Atlas and 16 more.
What is the best free alternative to Great Expectations?
Amazon Deequ is the best-ranked alternative with a free plan. 11 of the 20 alternatives here publish a free plan on their own pricing pages.
How are these alternatives ranked?
Ranked on what each maker publishes, open and connectable first: a public API, open-source code, the depth of its documentation and a free tier to try it on. Model lists are sorted by the figure in their title, exactly as each provider publishes it.