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Best dbt Semantic Layer Alternatives in 2026

Updated

20 platforms from data transformation tools ranked against dbt Semantic Layer on the same published basis.

  1. 1
    Prophecy Free plan apiWeb $150/mo7.3
    dbt Semantic Layer vs Prophecy
  2. 2
    Coalesce Catalog Free plan apiWeb $150/mo7.2
    dbt Semantic Layer vs Coalesce Catalog
  3. 3
    Cube Free plan apiLinuxself-hostedWeb $40/mo7.2
    dbt Semantic Layer vs Cube
  4. 4
    Dataform Free plan apiWeb Free7.2
    dbt Semantic Layer vs Dataform
  5. 6
    Apache Beam Free plan apiLinuxMacself-hostedWeb Free7.1
    dbt Semantic Layer vs Apache Beam
  6. 7
    Bruin for Customer Success Free plan apiLinuxMacself-hostedWeb Free7.1
    dbt Semantic Layer vs Bruin for Customer Success
  7. 8
    IRI DarkShield Free trial apiLinuxMacself-hostedWin 6.7
    dbt Semantic Layer vs IRI DarkShield
  8. 9
    AWS Glue DataBrew Free trial apiWeb $0.48/mo6.6
    dbt Semantic Layer vs AWS Glue DataBrew
  9. 10
    Centerprise Data Integrator Free trial apiMacself-hostedWebWin 6.6
    dbt Semantic Layer vs Centerprise Data Integrator
  10. 11
    Datameer Free trial apiWeb 6.6
    dbt Semantic Layer vs Datameer
  11. 12
    jq Free plan LinuxMacself-hostedWebWin Free5.9
    dbt Semantic Layer vs jq
  12. 13
    csvkit Free plan LinuxMacWin Free5.8
    dbt Semantic Layer vs csvkit
  13. 14
    Kedro Free plan Linuxself-hosted Free5.8
    dbt Semantic Layer vs Kedro
  14. 15
    KNIME Analytics Platform Free plan LinuxMacWin 5.8
    dbt Semantic Layer vs KNIME Analytics Platform
  15. 16
    Matillion Transform Free plan self-hostedWeb Free5.8
    dbt Semantic Layer vs Matillion Transform
  16. 17
    OpenRefine Free plan LinuxMacself-hostedWebWin Free5.8
    dbt Semantic Layer vs OpenRefine
  17. 18
    Apache Hop Free plan LinuxMacself-hostedWin Free5.7
    dbt Semantic Layer vs Apache Hop
  18. 19
    Tableau self-hosted $15/mo5.6
    dbt Semantic Layer vs Tableau
  19. 20
    Visitran Free plan Web $29/mo5.6
    dbt Semantic Layer vs Visitran
  20. 21
    Alteryx Designer Web 5.1
    dbt Semantic Layer vs Alteryx Designer

dbt Semantic Layer alternatives compared

#PlatformScoreFree planFromRuns on
1Prophecy7.3Free plan$150/moAPI, Web
2Coalesce Catalog7.2Free plan$150/moAPI, Web
3Cube7.2Free plan$40/moAPI, Linux, self-hosted, Web
4Dataform7.2Free planFreeAPI, Web
6Apache Beam7.1Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
7Bruin for Customer Success7.1Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
8IRI DarkShield6.7No—API, Linux, Mac, self-hosted, Windows
9AWS Glue DataBrew6.6No$0.48/moAPI, Web
10Centerprise Data Integrator6.6No—API, Mac, self-hosted, Web, Windows
11Datameer6.6No—API, Web
12jq5.9Free planFreeLinux, Mac, self-hosted, Web, Windows
13csvkit5.8Free planFreeLinux, Mac, Windows
14Kedro5.8Free planFreeLinux, self-hosted
15KNIME Analytics Platform5.8Free plan—Linux, Mac, Windows
16Matillion Transform5.8Free planFreeself-hosted, Web
17OpenRefine5.8Free planFreeLinux, Mac, self-hosted, Web, Windows
18Apache Hop5.7Free planFreeLinux, Mac, self-hosted, Windows
19Tableau5.6No$15/moself-hosted
20Visitran5.6Free plan$29/moWeb
21Alteryx Designer5.1No—Web
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Questions about dbt Semantic Layer alternatives

What is the best alternative to dbt Semantic Layer?

Prophecy, number 1 in data transformation tools with a score of 7.3 out of 10. The others here: Coalesce Catalog, Cube, Dataform and 16 more.

What is the best free alternative to dbt Semantic Layer?

Prophecy is the best-ranked alternative with a free plan. 14 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.