Semantic layer modeling
Define metrics and business logic once in the semantic layer so downstream tools can reuse the same definitions and calculation logic.
Analytics platform built on a semantic layer
Cube is an agentic analytics platform built on a semantic layer. It is designed to give teams and their customers governed answers for business intelligence and embedded analytics, using the semantic layer to keep metric definitions and calculation logic consistent across tools.
The product combines Cube Cloud hosting, deployment options for different isolation requirements, and workspace controls for authentication and performance tuning. The pricing page shows Free, Starter, Premium, and Enterprise plans, while the documentation highlights infrastructure choices such as multi-tenant, single-tenant, customer-supplied pre-aggregation storage, and bring your own cloud (BYOC).
Core capabilities
Agentic analytics workflows
Provide AI-native business intelligence and embedded analytics so teams and customers can query and explore governed data.
Cube Cloud hosting
Offer a managed cloud platform with multiple plans, including Free, Starter, Premium, and Enterprise, to match different deployment needs.
Deployment flexibility
Support several infrastructure options, including multi-tenant, single-tenant, single-tenant with customer-supplied pre-aggregation storage, and BYOC.
Performance monitoring
Expose Performance Insights charts for API instances, cache type, data model compilation, and Cube Store behavior to help tune deployments.
Authentication and SSO
Allow account administrators to manage password, Google, GitHub, and SAML authentication from the Workspace settings area.
Common ways teams use Cube
Standardize metrics across teams
Build a governed layer for business metrics so analysts and downstream tools use the same definitions instead of reimplementing calculations in multiple places.
Embed analytics in products
Expose analytics inside customer-facing applications with embedded dashboards and analytics chat on supported plans.
Monitor and adjust deployment performance
Tune deployments by reviewing API load, cache behavior, compilation wait time, and Cube Store saturation in Performance Insights.
Match infrastructure to deployment needs
Choose the right hosting model for a security or isolation requirement, ranging from multi-tenant cloud to single-tenant and BYOC options.
Manage team access and SSO
Control user access with password, Google, GitHub, or SAML authentication from the workspace administration settings.
Pros and Cons
Pros
- Centralizes metric definitions and calculation logic in a semantic layer.
- Supports both internal BI and embedded analytics use cases.
- Offers multiple hosting and infrastructure choices, including BYOC.
- Includes workspace tools for authentication, SSO, and performance analysis.
- Provides a managed cloud offering with a free tier for evaluation.
Cons
- Some infrastructure options and security features are limited to Enterprise or add-on plans.
- Performance Insights and SAML are not available on every plan.
FAQ
What authentication options does Cube Cloud support?
Cube Cloud can be used with password-based sign-in, Google, GitHub, and SAML-based single sign-on. SAML is available on the Enterprise plan.
How is Cube Cloud priced?
Cube Cloud offers a fully managed hosting solution for the Cube universal semantic layer, with pricing plans for Free, Starter, Premium, and Enterprise.
Does Cube support embedded analytics use cases?
Yes. The Premium plan includes embedded dashboards and embedded analytics chat, and the pricing page also notes embedded analytics-oriented capabilities on higher tiers.
What can Performance Insights help teams analyze?
Yes. The documentation describes Performance Insights charts that help interpret API load, queue behavior, cache usage, data model compilation wait time, and Cube Store saturation.
Quick Facts
- Category
- Analytics platform
- Platform
- Cloud service
- Primary users
- Analytics teams, developers, and account administrators
- Source domain
- cube.dev
- Plans
- Free, Starter, Premium, Enterprise
- Notable workflows
- Semantic modeling, embedded analytics, performance tuning, and workspace authentication
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