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Evidence
Evidence: Analytics-as-code alternative with flat team pricing
Cube
AI-native analytics platform with semantic layer and governed access
As of 29 August 2026, Cube has a free plan and paid plans start at $40/developer/month. Cube provides a semantic layer that powers AI-driven analytics, enabling natural language queries, visual dashboards, and embedded analytics with consistent data definitions across all surfaces. Softwr lists it under Business Intelligence. Cube is available on Cloud, Self-hosted.
Overview
What Cube does
Cube is an agentic analytics platform built on a semantic layer that enables AI-powered data analysis and insights. The platform provides a unified semantic foundation that powers multiple analytics surfaces—including natural language chat, workbooks with SQL and visual editors, conversational dashboards, and embedded analytics—while ensuring consistent data definitions and governance across all access points. Data teams define semantic models once, and Cube enables natural language queries, AI-assisted exploration, and conversational dashboard building for both internal analysts and customer-facing analytics. Integrations with Claude, ChatGPT, Cursor, and Slack enable AI agents and teams to analyze data collaboratively. The platform serves data teams seeking governed, AI-native business intelligence, SaaS companies embedding analytics in customer-facing products, and enterprises requiring multi-tenant governance across their analytics infrastructure.
What people use it for
- Building governed semantic data models for analytics
- Embedding analytics into customer-facing products
- Enabling natural language data queries for teams
- Creating conversational dashboards with AI assistance
Related searches
The honest half
Where it falls short
Concrete and checkable, so you can decide whether any of them matter to you. This is the half of a review a vendor will not write about Cube.
- Per-developer licensing can be expensive for large analytics teams
- Additional cost for Explorer and Viewer roles beyond developers
- Semantic layer approach requires upfront modeling investment
- Smaller connector ecosystem than dedicated BI platforms
- May be overengineered for simple reporting needs
Cross-shopped
What people choose instead of Cube
Each pairing was judged by two reviewers asking whether a buyer would genuinely weigh the two against each other. The ones that failed were deleted rather than published.
- CubevsTableau
Tableau: Established enterprise BI platform
- CubevsLooker
Looker: Semantic layer platform with broader enterprise features
Pricing
What Cube costs
Taken from the vendor's own pricing page. Prices move, so check before you buy.
Free
Free
- For hobbyists and personal projects
- Basic data source connection
- Semantic modeling
- Workbooks and dashboards
Starter
$40 /developer/month
- Extended agent limits
- Premium LLMs
- Unlimited workbooks
- Production deployment compute
Premium
$80 /developer/month
- All Starter features
- Embedded dashboards
- Embedded analytics chat
- Unlimited queries
- 99.950% uptime SLA
- Custom domains
Enterprise
On request
- 99.990% uptime SLA
- Dedicated single-tenant installation
- Bring Your Own Cloud
- SSO with SAML 2.0
- Workspace access control
Capabilities
Features
Analytics Chat
Natural language queries grounded in semantic models
Workbooks
SQL and visual editors with AI-assisted query writing
Dashboards
Conversational dashboard building with sub-second performance
Embedded Analytics
Multi-tenant white-labeled analytics for products
AI Integrations
MCP server connectivity with Claude, ChatGPT, Cursor, Slack
Core Data APIs
Low-level data layer control for custom experiences
Caching and pre-aggregations
Performance optimization for complex queries
Answered, with sources
Questions people ask
Each answer names the page it came from, so you can check it rather than take our word for it.
What is the cost per developer on Cube?
Starter plan costs $40/developer/month. Premium adds embedded analytics at $80/developer/month. Explorer and Viewer roles cost $40 and $20/month respectively.
SourceWhat uptime SLAs does Cube offer?
Premium plan offers 99.950% uptime SLA. Enterprise plan provides 99.990% uptime SLA with dedicated support.
SourceCan I use Cube for free?
Yes, the Free plan includes basic data source connection, semantic modeling, workbooks, and dashboards for hobbyists and personal projects.
SourceKeep looking
Where to go from Cube
- Cube alternativesEvery product people weigh against it
- Cube pricingPlans, floors and what the tiers exclude
- Cube badgesWhich rules it meets, and the figure behind each
- All Business Intelligence softwareThe full category
- Best Business Intelligence softwareThe shortlist, and how it was cut
Best Business Intelligence software for
Compare Cube with
- Evidence
- Zenlytic
- Sisense
- GoodData
- Logi Analytics
- Dundas BI
- Fabi
- Yellowfin
- ThoughtSpot
- Jedox
- Pigment
- MicroStrategy
- ProfitWell
- Quantum Metric
- Quid
- Reportz
- Rill Data
- SAP BusinessObjects
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Softwr does not host reviews and shows no star rating for Cube, because a rating we did not collect is not ours to publish. What is here is the pricing and platform detail from the vendor’s own pages, limitations we could state concretely, and alternatives a reviewer confirmed people weigh against it. Tell us if any of it is wrong.
More on Cube
Cube alternatives
What people switch to, and what they give up
Cube pricing
Every tier, and where the cost actually lands
Compare Cube
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Cube badge
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