AtScale vs Strata

AtScale8.8Visit Strata6.9Visit

Higher score AtScale #2 in Semantic Layer Software 8.8/10 Free plan · pricing on request · 14-day trial Free plan✓ 4 of 5 features Visit AtScale

vs

Strata #7 in Semantic Layer Software 6.9/10 Free plan Free plan✓ 4 of 5 features Visit Strata

• AtScale fits best

  Enterprise BI and governed metrics programs

• Strata fits best

  Git-centered semantic modeling teams

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Side by side

Feature	AtScale 8.8/10 Visit ↗	Strata 6.9/10 Visit ↗
At a glance
Editor score	8.8	6.9
Ranking	#2 in Semantic Layer Software	#7 in Semantic Layer Software
Best for	Enterprise BI and governed metrics programs	Git-centered semantic modeling teams
Pricing model	Free plan + paid	Free plan + paid
Starting price	Not published	Not published
Free plan	✓	✓
Free trial	—	—
Deployment	Cloud, Self-hosted	Cloud, Self-hosted
Platforms	Web, Linux	Web
Support	Tickets, Email, Community, Docs · 24/7	Email, Docs, Community
Compliance	SSO/SAML	SSO/SAML
Integrations	20 integrations	8 integrations
Built for	Mid-market, Enterprise	Small business, Mid-market, Enterprise
Features AtScale 4/5 · Strata 4/5
Governed metrics	✓	✓
Dimensions and joins	✓	✓
Row-level security	✓	✓
Certified models	Not published	Not published
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	YAML models managed through Git with governed dimensions and measures Grain-safe blending and query routing across multiple data sources Row-level security, REST querying, dashboards, and self-service analytics
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.	Free limits projects to 2 data sources per project Free supports 1 developer and 25 users Enterprise uses custom developers, users, and support terms
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 →	Strata is a governed semantic layer and self-service analytics platform for organizations that want non-technical users and AI agents to query warehouse data safely. Teams define dimensions, measures, relationships, and joins in YAML… 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.

• Strata — where it wins

  • YAML models managed through Git with governed dimensions and measures
  • Grain-safe blending and query routing across multiple data sources
  • Row-level security, REST querying, dashboards, and self-service analytics

  Where it doesn't

  • Free limits projects to 2 data sources per project
  • Free supports 1 developer and 25 users
  • Enterprise uses custom developers, users, and support terms

• AtScale8.8/10 · Free plan · pricing on request · 14-day trial

  A strong fit for enterprise teams standardizing governed metrics across BI and AI.

  Visit AtScaleFull verdict →
• Strata6.9/10 · Free plan

  A Git-centered semantic layer for governed metrics, safe blending, and self-service analytics.

  Visit StrataFull verdict →