kitio.aiCube vs Flowpoint
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Cube starts at $40/mo and Flowpoint 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
- Plain-English dashboards
- On-premise deployment
- MCP server
- Funnels and reports
- Local or cloud models
- Private by design
| Feature | Cube | Flowpoint |
|---|---|---|
| Best for | Semantic layer and agentic BI for teams, agents and embedded analytics | On-premise web analytics where an AI agent builds dashboards |
| Category | Data & analytics | Data & analytics |
| Pricing model | Freemium | Paid |
| Starting price | $40/mo | See pricing page |
| Free plan | Yes | No |
| Made by | Cube Dev | Flowpoint |
| Based in | United States | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Cube starts at $40/mo and Flowpoint 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
Flowpoint
- Data never leaves your infrastructure
- Works with any MCP client
- Choice of local or cloud model
- Licensed software, not SaaS
- Pricing requires contacting the vendor
- You must host and maintain it yourself
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 Flowpoint if you want:
- Data never leaves your infrastructure
- Works with any MCP client
- Choice of local or cloud model
Watch out: licensed software, not saas.
Cube vs Flowpoint FAQ
What is the difference between Cube and Flowpoint?
Cube: Semantic layer and agentic BI for teams, agents and embedded analytics. Flowpoint: On-premise web analytics where an AI agent builds dashboards. Both are data & analytics tools.
Is Cube or Flowpoint cheaper?
Cube starts at $40/mo and Flowpoint starts at See pricing page. Check both pricing pages for current plans.
Do Cube and Flowpoint have free plans?
Cube: Yes. Flowpoint: No.
Who makes Cube?
Cube is made by Cube Dev, based in United States.
Who makes Flowpoint?
Flowpoint is made by Flowpoint.
Which should I choose, Cube or Flowpoint?
Choose Cube if you value one metric definition for people and agents and free plan includes the mcp server. Choose Flowpoint if you value data never leaves your infrastructure and works with any mcp client.