Best Semantic Layer Software in 2026
Updated
28 semantic layer software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
28ranked
0free plans on this page
5 Oct 2026last checked
Input list Semantic Layer Software 3 channels on this page · 12 of 24 spec lines stated by the makers
Ch Tool Free planPaid fromGoverned metricsDimensions and joinsRow-level securityCertified modelsQuery APIDeployment model Spec sheet Score
26 Zenlytic Metrics Layer Free plannot statedPaid fromnot statedGoverned metricsYesDimensions and joinsYesRow-level securityYesCertified modelsnot statedQuery APIYesDeployment modelself hosted 5/8spec lines stated 5.6
27 Xophia AI Headless BI Free plannot statedPaid fromnot statedGoverned metricsYesDimensions and joinsYesRow-level securityYesCertified modelsnot statedQuery APIYesDeployment modelhybrid 5/8spec lines stated 5.5
28 Verdonz Free planYesPaid from$199/moGoverned metricsnot statedDimensions and joinsnot statedRow-level securitynot statedCertified modelsnot statedQuery APInot statedDeployment modelnot stated 2/8spec lines stated 5.4
Compare all 3 in a table
| # | Tool | Score | Free plan | Free plan | Paid from | Governed metrics | Dimensions and joins |
|---|---|---|---|---|---|---|---|
| 26 | Zenlytic Metrics Layer | 5.6 | No | — | — | Yes | Yes |
| 27 | Xophia AI Headless BI | 5.5 | No | — | — | Yes | Yes |
| 28 | Verdonz | 5.4 | No | Yes | 199 /mo | — | — |
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