Best MetricFlow Alternatives in 2026
Updated
20 apps from semantic layer software ranked against MetricFlow on the same published basis.
- 1MetricFlow vs Cube
- 2MetricFlow vs Starburst Enterprise Context Layer
- 3MetricFlow vs dbt Semantic Layer
- 4MetricFlow vs Definite
- 5MetricFlow vs Sema
- 6MetricFlow vs Strata
- 8MetricFlow vs Malloy
- 9MetricFlow vs Tableau
- 10MetricFlow vs AtScale
- 11MetricFlow vs Kyligence
- 12MetricFlow vs Metriql
- 13MetricFlow vs Sidemantic
- 14MetricFlow vs CData Semantic Layer
- 15MetricFlow vs Kyvos
- 16MetricFlow vs Rill Metrics SQL
- 17MetricFlow vs Axiome Semantic Layer
- 18MetricFlow vs Synmetrix
- 19MetricFlow vs Xophia AI Headless BI
- 20MetricFlow vs Zenlytic Metrics Layer
- 21MetricFlow vs Quaeris Semantic Layer
MetricFlow alternatives compared
| # | App | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | Cube | 6.4 | Free plan | $40/mo | API, Linux, self-hosted, Web |
| 2 | Starburst Enterprise Context Layer | 6.4 | Free plan | Free | API, self-hosted, Web |
| 3 | dbt Semantic Layer | 6.3 | Free plan | $100/mo | API, Web |
| 4 | Definite | 6.3 | Free plan | $250/mo | API, self-hosted, Web |
| 5 | Sema | 6.3 | Free plan | $49/mo | API, self-hosted, Web |
| 6 | Strata | 6.3 | Free plan | Free | API, self-hosted, Web |
| 8 | Malloy | 5.4 | No | — | Web, Windows, Mac, Linux |
| 9 | Tableau | 5.4 | No | $15/mo | self-hosted |
| 10 | AtScale | 5.3 | No | — | Linux, Web |
| 11 | Kyligence | 5.3 | No | — | API, self-hosted, Web |
| 12 | Metriql | 5.3 | No | — | API, self-hosted, Web |
| 13 | Sidemantic | 5.3 | No | — | API, self-hosted, Web |
| 14 | CData Semantic Layer | 5.2 | No | — | self-hosted |
| 15 | Kyvos | 5.2 | No | $0.41/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 16 | Rill Metrics SQL | 5.2 | No | $20/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 17 | Axiome Semantic Layer | 5.1 | No | — | Web |
| 18 | Synmetrix | 5.1 | No | — | Web |
| 19 | Xophia AI Headless BI | 5.1 | No | — | — |
| 20 | Zenlytic Metrics Layer | 5.1 | No | — | — |
| 21 | Quaeris Semantic Layer | 5.0 | No | $1,000/mo | API, Web |
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Questions about MetricFlow alternatives
What is the best alternative to MetricFlow?
Cube, number 1 in semantic layer software with a score of 6.4 out of 10. The others here: Starburst Enterprise Context Layer, dbt Semantic Layer, Definite and 16 more.
What is the best free alternative to MetricFlow?
Cube is the best-ranked alternative with a free plan. 6 of the 20 alternatives here publish a free plan on their own pricing pages.
How are these alternatives ranked?
Ranked free-and-open first: a usable free tier and open-source code, then the platforms it runs on and its documentation.