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Head-to-head · Semantic Layer Software

AtScale vs Kyvos

  • Updated Oct 2026
  • Both researched from official sources
  • 5 checks side by side
Higher score AtScale #2 in Semantic Layer Software 9.3/10 Free plan · pricing on request · 14-day trial Free planFree trial✓ 4 of 5 features Visit AtScale
Kyvos #8 in Semantic Layer Software 8.6/10 Paid ✓ 4 of 5 features Visit 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

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

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
Pros
  • 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
  • Governed metrics, dimensions, hierarchies, and business rules
  • Multidimensional analysis with pre-calculated aggregates
  • Broad BI access through SQL, MDX, DAX, APIs, and connectors
Cons
  • 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.
  • No free plan is available
  • Usage-based cloud pricing is charged per core hour
  • May be more than needed for narrow BI deployments
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 →
  1. AtScaleSemantic Layer Software 9.3Free plan · pricing on request · 14-day trial
  2. KyvosSemantic Layer Software 8.6Paid

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 →

More comparisons

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update