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About Cube.dev
What is Cube.dev?
Cube.dev is an agentic analytics platform built on a semantic layer. It enables you to embed AI-powered analytics—including natural-language chat, dashboards, and creator-mode workbooks—into your product. It solves the problem of inaccurate, ungoverned AI analytics by grounding all answers in a shared semantic model.
Who is it for?
Cube.dev is for product teams, data engineers, and analytics leaders at SaaS companies that need to embed governed analytics into their applications. It is NOT for teams looking for a standalone BI tool with no embedding or AI capabilities.
Real use cases
Companies like Brex, Drata, Webflow, and Alcon use Cube.dev to deliver customer-facing dashboards, AI-driven quarterly reviews, and consistent metric definitions across tools. Its multi-tenant architecture and end-to-end governance make it ideal for scale.
Key features
- Analytics Chat — Natural-language querying grounded in your semantic model; answers are accurate and governed.
- Embedded iframes — Fastest drop-in path for Analytics Chat and Dashboards inside your app.
- Creator Mode — Full workbook and dashboard creation embedded in your app, letting customers build their own analytics.
- Core Data APIs — Maximum control at the data layer; build any UI with your branding and agent name.
- Multi-tenant by construction — Governance flows from your model to your customers' permissions.
- Agent-to-agent capable via MCP — Build a fully custom AI analytics experience.
SaaSpartout Score
7.6
/10
Editorial score from our review methodology — not user ratings.
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Cube.dev Pricing
Cube.dev pricing: From $0 (open-source).
Open-Source (Self-Hosted)
Free. Full Cube core, community support, and GitHub access with 18,000+ stars and 350+ contributors.
Cube Cloud (Starts at $0 for trial)
Managed cloud hosting with semantic layer, embedded analytics, AI chat, and governance. Free trial available. Pricing scales with usage; contact Cube for exact tiers.
Note: Exact paid plan prices were not listed on the scraped pricing page. Contact Cube for current rates.
Frequently asked questions
Is Cube.dev free?
Cube.dev offers a free open-source version (self-hosted) and a free trial for Cube Cloud. Paid plans start on a usage basis.
How much does Cube.dev cost?
The open-source version is $0. Cube Cloud pricing is usage-based; exact starting prices are available upon request from Cube.
What is Cube.dev best for?
Cube.dev is best for embedding governed, AI-powered analytics into SaaS products—ideal for multi-tenant apps needing consistent metric definitions and natural-language querying.
What are the top alternatives to Cube.dev?
Top alternatives include dbt Semantic Layer, LookML (Looker), and Metabase. Cube.dev is often chosen for its embedded AI analytics and multi-tenant governance.
Does Cube.dev integrate with dbt?
Yes. Cube.dev recently introduced a dbt integration, as mentioned on their site.
What is the key limitation of Cube.dev?
Cube.dev is not a standalone BI tool for non-technical business users; it is designed for embedding and requires setup of a semantic model.
