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 Sema
- 5MetricFlow vs Strata
- 6MetricFlow vs Definite
- 8MetricFlow vs Kyligence
- 9MetricFlow vs Kyvos
- 10MetricFlow vs Rill Metrics SQL
- 11MetricFlow vs Tableau
- 12MetricFlow vs AtScale
- 13MetricFlow vs Holistics
- 14MetricFlow vs Metriql
- 15MetricFlow vs Sidemantic
- 16MetricFlow vs CData Semantic Layer
- 17MetricFlow vs Honeydew
- 18MetricFlow vs Malloy
- 19MetricFlow vs Quaeris Semantic Layer
- 20MetricFlow vs GoodData
- 21MetricFlow vs Looker
MetricFlow alternatives compared
| # | App | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | Cube | 6.9 | Free plan | $40/mo | API, Linux, self-hosted, Web |
| 2 | Starburst Enterprise Context Layer | 6.8 | Free plan | Free | API, self-hosted, Web |
| 3 | dbt Semantic Layer | 6.7 | Free plan | $100/mo | API, Web |
| 4 | Sema | 6.7 | Free plan | $49/mo | API, self-hosted, Web |
| 5 | Strata | 6.7 | Free plan | Free | API, self-hosted, Web |
| 6 | Definite | 6.6 | Free plan | $250/mo | API, self-hosted, Web |
| 8 | Kyligence | 6.4 | No | — | API, Linux, self-hosted, Web |
| 9 | Kyvos | 6.4 | No | $0.41/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 10 | Rill Metrics SQL | 6.3 | No | $20/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 11 | Tableau | 6.3 | No | $15/mo | self-hosted |
| 12 | AtScale | 6.0 | No | — | Linux, Web |
| 13 | Holistics | 6.0 | No | $960/mo | API, Web |
| 14 | Metriql | 6.0 | No | — | API, self-hosted, Web |
| 15 | Sidemantic | 6.0 | No | — | API, self-hosted, Web |
| 16 | CData Semantic Layer | 5.9 | No | — | self-hosted |
| 17 | Honeydew | 5.9 | No | $20/mo | API, Web |
| 18 | Malloy | 5.9 | No | — | API, Browser, Linux, Mac, self-hosted, Web, Windows |
| 19 | Quaeris Semantic Layer | 5.9 | No | $1,000/mo | API, Web |
| 20 | GoodData | 5.8 | No | — | Web |
| 21 | Looker | 5.7 | No | — | Web |
Make your app an alternative to MetricFlow
See the priceThe sponsored alternative slot on this page is labelled Sponsored.
Questions about MetricFlow alternatives
What is the best alternative to MetricFlow?
Cube, number 1 in semantic layer software with a score of 6.9 out of 10. The others here: Starburst Enterprise Context Layer, dbt Semantic Layer, Sema 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 on what each maker publishes: documentation depth, a free tier and the platforms it runs on.