kitio.aiCube vs ClosedLoop AI
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Cube starts at $40/mo and ClosedLoop AI 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
- Feedback from calls, tickets and CRM
- Revenue-weighted product gaps
- Churn risk signals
- 44 integrations
- MCP server for AI coding tools
| Feature | Cube | ClosedLoop AI |
|---|---|---|
| Best for | Semantic layer and agentic BI for teams, agents and embedded analytics | Product intelligence that ties customer feedback to revenue |
| Category | Data & analytics | Data & analytics |
| Pricing model | Freemium | Paid |
| Starting price | $40/mo | See pricing page |
| Free plan | Yes | No |
| Made by | Cube Dev | ClosedLoop AI |
| Based in | United States | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
|
|
Pricing compared
Cube starts at $40/mo and ClosedLoop AI 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
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
ClosedLoop AI
- Unlimited team members
- Links feedback to deals and accounts
- SOC 2 Type II and ISO 27001
- No public prices; you must contact sales
- Most useful with lots of feedback data
- Aimed at B2B SaaS companies
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 ClosedLoop AI if you want:
- Unlimited team members
- Links feedback to deals and accounts
- SOC 2 Type II and ISO 27001
Watch out: no public prices; you must contact sales.
Cube vs ClosedLoop AI FAQ
What is the difference between Cube and ClosedLoop AI?
Cube: Semantic layer and agentic BI for teams, agents and embedded analytics. ClosedLoop AI: Product intelligence that ties customer feedback to revenue. Both are data & analytics tools.
Is Cube or ClosedLoop AI cheaper?
Cube starts at $40/mo and ClosedLoop AI starts at See pricing page. Check both pricing pages for current plans.
Do Cube and ClosedLoop AI have free plans?
Cube: Yes. ClosedLoop AI: No.
Who makes Cube?
Cube is made by Cube Dev, based in United States.
Who makes ClosedLoop AI?
ClosedLoop AI is made by ClosedLoop AI.
Which should I choose, Cube or ClosedLoop AI?
Choose Cube if you value one metric definition for people and agents and free plan includes the mcp server. Choose ClosedLoop AI if you value unlimited team members and links feedback to deals and accounts.