kitio.aiCube vs Keboola
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Cube starts at $40/mo and Keboola starts at See pricing page. Check both pricing pages for current plans.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Semantic layer modeling
- Analytics chat
- MCP server for agents
- Embedded dashboards
- Cube Store caching
- Workbooks
- 1,500+ data connectors
- SQL and Python transformations
- Kai AI data engineer
- Visual flow builder
- MCP server
- Data catalog
| Feature | Cube | Keboola |
|---|---|---|
| Best for | Semantic layer and agentic BI for teams, agents and embedded analytics | Data pipeline platform with an AI data engineer and MCP server |
| Category | Data & analytics | Data & analytics |
| Pricing model | Freemium | Freemium |
| Starting price | $40/mo | See pricing page |
| Free plan | Yes | Yes |
| Made by | Cube Dev | Keboola |
| Based in | United States | Czechia |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Cube starts at $40/mo and Keboola starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
4 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
3 plans
Free
Free
- One project
- 60 compute minutes a month
- 1,500+ data sources
- MCP server
Extra compute
$0.14 / minute
- Top up beyond the free minutes
Enterprise
Contact sales
- Data catalog and sharing
- CDC and streaming
- Git-based dev and prod
Prices in USD, checked Oct 29, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Cube
- One metric definition for people and agents
- Free plan includes the MCP server
- Works with major cloud warehouses
- Requires data modeling work up front
- Embedded dashboards need Premium
- Dedicated compute costs extra per hour
Keboola
- Free plan with real pipelines
- Large connector library
- AI assistant that writes pipelines
- Free compute is only 60 minutes a month
- Enterprise pricing isn't public
- Finance focus may not suit other teams
Which one should you choose?
Choose Cube if you want:
- One metric definition for people and agents
- Free plan includes the MCP server
- Works with major cloud warehouses
Watch out: requires data modeling work up front.
Choose Keboola if you want:
- Free plan with real pipelines
- Large connector library
- AI assistant that writes pipelines
Watch out: free compute is only 60 minutes a month.
Cube vs Keboola FAQ
What is the difference between Cube and Keboola?
Cube: Semantic layer and agentic BI for teams, agents and embedded analytics. Keboola: Data pipeline platform with an AI data engineer and MCP server. Both are data & analytics tools.
Is Cube or Keboola cheaper?
Cube starts at $40/mo and Keboola starts at See pricing page. Check both pricing pages for current plans.
Do Cube and Keboola have free plans?
Cube: Yes. Keboola: Yes.
Who makes Cube?
Cube is made by Cube Dev, based in United States.
Who makes Keboola?
Keboola is made by Keboola, based in Czechia.
Which should I choose, Cube or Keboola?
Choose Cube if you value one metric definition for people and agents and free plan includes the mcp server. Choose Keboola if you value free plan with real pipelines and large connector library.