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Head-to-head · Semantic Layer Software

Looker vs Kyvos

  • Updated Oct 2026
  • Both researched from official sources
  • 5 checks side by side
Higher score Looker #6 in Semantic Layer Software 8.8/10 Pricing on request ✓ 1 of 5 features Visit Looker
Kyvos #8 in Semantic Layer Software 8.6/10 Paid ✓ 4 of 5 features Visit Kyvos

Looker leads on 0 checks, Kyvos 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 scoreLooker · 8.8/10
  • Most featuresKyvos · 4 of 5

Looker scores higher on our rubric for semantic layer software: 8.8 against 8.6 out of 10; our editors rank them #6 and #8.

Looker is the better fit for established teams using LookML and embedded BI. Kyvos is the better fit for high-scale multidimensional BI deployments.

  • Looker fits best

    Established teams using LookML and embedded BI

  • 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 Looker 8.8/10 Visit ↗ Kyvos 8.6/10 Visit ↗
At a glance
Editor score 8.8 8.6
Ranking #6 in Semantic Layer Software #8 in Semantic Layer Software
Best for Established teams using LookML and embedded BI High-scale multidimensional BI deployments
Pricing model Paid Paid
Starting price — $0.41/unit usage-based
Free plan — —
Free trial — —
Deployment Cloud, Self-hosted Cloud, Self-hosted
Platforms Web Web
Support Live chat, Phone, Tickets, Docs · 24/7 Docs
Compliance SOC 2, ISO 27001, HIPAA, SSO/SAML, 2FA SOC 2, ISO 27001, HIPAA, PCI DSS, SSO/SAML
Integrations 6 integrations 20 integrations
Built for Small business, Mid-market, Enterprise Enterprise
Features Looker 1/5 · Kyvos 4/5
Governed metrics Not checked yet ✓ (best)
Dimensions and joins Not checked yet ✓ (best)
Row-level security ✓ ✓
Certified models Not checked yet Not checked yet
Query API Not checked yet ✓ (best)
Specs
Deployment model Not checked yet Hybrid
Our review
Pros
  • LookML provides governed semantic modeling for consistent metrics.
  • Access filters support row-level data restrictions.
  • APIs, embedding, scheduling, mobile, and natural-language analytics broaden use cases.
  • Governed metrics, dimensions, hierarchies, and business rules
  • Multidimensional analysis with pre-calculated aggregates
  • Broad BI access through SQL, MDX, DAX, APIs, and connectors
Cons
  • Numeric pricing requires contacting sales.
  • There is no free plan.
  • Its broad platform may exceed lightweight BI requirements.
  • 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

Looker is a business intelligence platform for organizations that need governed metrics, self-service exploration, dashboards, scheduled delivery, sharing, and embedded analytics. LookML serves as its semantic modeling layer, while…

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. LookerSemantic Layer Software 8.8Pricing on request
  2. KyvosSemantic Layer Software 8.6Paid

Strengths and trade-offs

  • Looker — where it wins

    • LookML provides governed semantic modeling for consistent metrics.
    • Access filters support row-level data restrictions.
    • APIs, embedding, scheduling, mobile, and natural-language analytics broaden use cases.

    Where it doesn't

    • Numeric pricing requires contacting sales.
    • There is no free plan.
    • Its broad platform may exceed lightweight BI requirements.

  • 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
  • Looker8.8/10 · Pricing on request

    A broad LookML-based BI platform for governed analytics, APIs, and embedded experiences.

    Visit LookerFull verdict →
  • Kyvos8.6/10 · Paid

    A governed semantic layer for multidimensional analytics across cloud and on-premises data.

    Visit KyvosFull 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