Head-to-head · Semantic Layer Software
AtScale vs Kyvos
AtScale leads on 1 check, Kyvos on 0, and 4 are even. Who comes out ahead on the 5 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.
Our verdict
- Highest scoreAtScale · 9.3/10
- Free planonly AtScale
- Free trialonly AtScale
AtScale scores higher on our rubric for semantic layer software: 9.3 against 8.6 out of 10; our editors rank them #2 and #8.
AtScale offers free plan; Kyvos doesn't.
AtScale is the better fit for enterprise BI and governed metrics programs. Kyvos is the better fit for high-scale multidimensional BI deployments.
- AtScale fits best
Enterprise BI and governed metrics programs
- Kyvos fits best
High-scale multidimensional BI deployments
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Side by side
| Feature | AtScale 9.3/10 Visit ↗ | Kyvos 8.6/10 Visit ↗ |
|---|---|---|
| At a glance | ||
| Editor score | 9.3 | 8.6 |
| Ranking | #2 in Semantic Layer Software | #8 in Semantic Layer Software |
| Best for | Enterprise BI and governed metrics programs | High-scale multidimensional BI deployments |
| Pricing model | Free plan + paid | Paid |
| Starting price | — | $0.41/unit usage-based |
| Free plan | ✓ (best) | — |
| Free trial | 14 days | — |
| Deployment | Cloud, Self-hosted | Cloud, Self-hosted |
| Platforms | Web, Linux | Web |
| Support | Tickets, Email, Community, Docs · 24/7 | Docs |
| Compliance | SSO/SAML | SOC 2, ISO 27001, HIPAA, PCI DSS, SSO/SAML |
| Integrations | 20 integrations | 20 integrations |
| Built for | Mid-market, Enterprise | Enterprise |
| Features AtScale 4/5 · Kyvos 4/5 | ||
| Governed metrics | ✓ | ✓ |
| Dimensions and joins | ✓ | ✓ |
| Row-level security | ✓ | ✓ |
| Certified models | Not checked yet | Not checked yet |
| Query API | ✓ | ✓ |
| Specs | ||
| Deployment model | Hybrid | Hybrid |
| Our review | ||
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| Our verdict | AtScale provides a universal semantic layer between enterprise data platforms and analytics or AI applications. It lets organizations define metrics, relationships, dimensions, business logic, and security once, then expose them through BI… Read the review → |
Kyvos is an enterprise semantic layer for analytics and AI, designed for data teams and business users managing complex models across cloud or on-premises data platforms. It defines governed metrics, dimensions, relationships, hierarchies,… Read the review → |
Strengths and trade-offs
AtScale — where it wins
- Code-first and visual modeling with Git-based versioning and CI/CD
- Row-level security, governed metrics, and semantic aggregations
- Broad BI, warehouse, API, and Kubernetes connectivity
Where it doesn't
- Pricing is sales-led and based on deployed semantic objects.
- Standard does not list broader integrations or enterprise governance.
- The 14-day trial may depend on current qualification or availability.
Kyvos — where it wins
- Governed metrics, dimensions, hierarchies, and business rules
- Multidimensional analysis with pre-calculated aggregates
- Broad BI access through SQL, MDX, DAX, APIs, and connectors
Where it doesn't
- No free plan is available
- Usage-based cloud pricing is charged per core hour
- May be more than needed for narrow BI deployments
- AtScale9.3/10 · Free plan · pricing on request · 14-day trial
A strong fit for enterprise teams standardizing governed metrics across BI and AI.
Visit AtScaleFull verdict → - Kyvos8.6/10 · Paid
A governed semantic layer for multidimensional analytics across cloud and on-premises data.
Visit KyvosFull verdict →
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All semantic layer software comparisons → · Full ranking →
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update







