Cube

Cube is an agentic analytics platform built on a semantic layer for governed business intelligence and embedded analytics. It also includes Cube Cloud hosting, infrastructure options, and workspace controls for authentication and performance tuning.

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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

Semantic layer modeling

Define metrics and business logic once in the semantic layer so downstream tools can reuse the same definitions and calculation logic.

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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