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Head-to-head · Semantic Layer Software

AtScale vs Kyligence

  • 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
Kyligence #7 in Semantic Layer Software 8.7/10 Pricing on request ✓ 4 of 5 features Visit Kyligence

AtScale leads on 0 checks, Kyligence on 0, and 5 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 8.7 out of 10; our editors rank them #2 and #7.

AtScale is the better fit for enterprise BI and governed metrics programs. Kyligence is the better fit for multidimensional enterprise analytics.

  • AtScale fits best

    Enterprise BI and governed metrics programs

  • Kyligence fits best

    Multidimensional enterprise analytics

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Side by side

Feature AtScale 9.3/10 Visit ↗ Kyligence 8.7/10 Visit ↗
At a glance
Editor score 9.3 8.7
Ranking #2 in Semantic Layer Software #7 in Semantic Layer Software
Best for Enterprise BI and governed metrics programs Multidimensional enterprise analytics
Pricing model Free plan + paid Paid
Starting price — Pricing on request
Free plan ✓ (best) Not checked yet
Free trial 14 days —
Deployment Cloud, Self-hosted Cloud, Self-hosted
Platforms Web, Linux Web
Support Tickets, Email, Community, Docs · 24/7 Email, Phone, Docs
Compliance SSO/SAML SOC 2, ISO 27001
Integrations 20 integrations 7 integrations
Built for Mid-market, Enterprise Mid-market, Enterprise
Features AtScale 4/5 · Kyligence 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
  • Centralizes metrics, dimensions, measures, and hierarchies
  • Supports SQL, MDX, JDBC, ODBC, REST, and major BI tools
  • Combines granular access controls with PB-scale OLAP processing
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.
  • Contact-sales pricing makes plan comparison less direct
  • Its enterprise breadth may exceed simpler analytics requirements
  • Multiple interfaces and modeling options can require dedicated data-team ownership
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 →

Kyligence is a metrics management and semantic-layer platform for data teams, analysts, business users, and enterprises that need consistent business definitions across analytics tools and applications. It supports cloud, private-cloud,…

Read the review →
  1. AtScaleSemantic Layer Software 9.3Free plan · pricing on request · 14-day trial
  2. KyligenceSemantic Layer Software 8.7Pricing on request

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.

  • Kyligence — where it wins

    • Centralizes metrics, dimensions, measures, and hierarchies
    • Supports SQL, MDX, JDBC, ODBC, REST, and major BI tools
    • Combines granular access controls with PB-scale OLAP processing

    Where it doesn't

    • Contact-sales pricing makes plan comparison less direct
    • Its enterprise breadth may exceed simpler analytics requirements
    • Multiple interfaces and modeling options can require dedicated data-team ownership
  • 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 →
  • Kyligence8.7/10 · Pricing on request

    A broad semantic layer for governed, multidimensional enterprise analytics.

    Visit KyligenceFull verdict →

More comparisons

All semantic layer software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update