kitio.aiAdded Oct 28, 2026
Cube
Freemium · $40/moSemantic layer and agentic BI for teams, agents and embedded analytics
What is Cube?
Cube is an analytics platform built on a semantic layer that defines your metrics once and serves them to dashboards, analytics chat and AI agents. Data teams use it for internal BI and to embed governed analytics in their own products.
You connect a data source such as Snowflake, Databricks or BigQuery, model it in the semantic layer IDE and explore results in workbooks or by chatting. Agents like Claude, Codex or your own get governed data through an MCP server and APIs, so every answer uses the same definitions and permissions.
Embedded analytics lets you ship multi-tenant dashboards and a custom analytics chat inside your app. Caching through Cube Store speeds up queries, and the semantic layer started as an open-source project. Paid plans are priced per developer, with dedicated deployments billed by the hour.
Features
- Semantic layer modeling
- Analytics chat
- MCP server for agents
- Embedded dashboards
- Cube Store caching
- Workbooks
Tags
Releases
+ Submit new release- Listed
Cube was added to the directory.
Organization
Cube Dev
🇺🇸 United States
Listed by kitio.ai · unverified owner
Pricing
- Pricing model
- Freemium
- Paid options from
- $40/mo
- Billing frequency
- Monthly
Cube plans
Free
Free
- Connect any data source
- Semantic layer IDE
- Analytics chat
- MCP server
Starter
$40/mo
- Per user
- Premium LLMs
- Unlimited workbooks
- Semantic Layer Sync
Premium
$80/mo
- Per user
- Explorer and viewer roles
- Embedded dashboards
Enterprise
Custom
- Audit logging
- VPC peering and PrivateLink
- Custom roles
Prices in USD, checked Oct 29, 2026. Plans change often, so confirm on the Cube site.Official pricing
Sponsored
Your AI tool here
A Featured launch puts your tool in this spot and on the home page for a week.
Top Cube alternatives
View allData & analytics
Embedded analytics for SaaS apps with natural-language queries
Data & analytics
Google Cloud's semantic-layer BI with Gemini conversational analytics
Data & analytics
Embedded analytics platform with generative AI features
If you liked Cube
BI platform combining a semantic model, SQL and AI chat
PaidData & analyticsMade in United StatesAI dashboards and embedded analytics from your business data
Free trial · $20/moData & analyticsMicrosoft's BI tool with Copilot for reports and data questions
Freemium · $14/moData & analyticsMade in United StatesSalesforce's BI and visual analytics platform with AI agents
Free trial · $15/moData & analyticsMade in United StatesAnalytics and data integration platform with Qlik Answers agents
Free trialData & analyticsMade in United States
Pros and cons
Pros
- One metric definition for people and agents
- Free plan includes the MCP server
- Works with major cloud warehouses
Cons
- Requires data modeling work up front
- Embedded dashboards need Premium
- Dedicated compute costs extra per hour
Prompts & results
No prompts yet. Add your own prompt and output to help others use this tool.
Share a prompt
Reviews
Q&A
What is Cube?
Cube is an analytics platform built on a semantic layer that defines your metrics once and serves them to dashboards, analytics chat and AI agents. Data teams use it for internal BI and to embed governed analytics in their own products.
Can AI agents query data through Cube?
Yes. Cube exposes governed data to agents such as Claude and Codex through an MCP server and APIs, even on the free plan.
How much does Cube cost?
Cube is freemium, with paid plans from $40/mo.
Is there a free version of Cube?
Yes. Cube has a free plan, and paid plans add more usage and features.
What are the main features of Cube?
Semantic layer modeling, Analytics chat, MCP server for agents, Embedded dashboards, Cube Store caching, Workbooks.
Who makes Cube?
Cube is made by Cube Dev.
What are the best alternatives to Cube?
Popular alternatives include Databrain, Looker, Sisense.