kitio.aiCube vs Polymer
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Polymer has the lower starting price: about $20 a month, against $40 for Cube.
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
- AI-generated dashboards
- PolymerAI chat
- Embedded analytics API
- Shopify and ads connectors
- Custom branding
- Report templates
| Feature | Cube | Polymer |
|---|---|---|
| Best for | Semantic layer and agentic BI for teams, agents and embedded analytics | AI dashboards and embedded analytics from your business data |
| Category | Data & analytics | Data & analytics |
| Pricing model | Freemium | Free trial |
| Starting price | $40/mo | $20/mo |
| Free plan | Yes | No, trial available |
| Made by | Cube Dev | Polymer Search |
| Based in | United States | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Polymer has the lower starting price: about $20 a month, against $40 for Cube.
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
Starter
$20/mo
- Per user
- Manual syncing
- 1 workspace
- Unlimited connectors
Pro
$40/mo
- Hourly syncing
- Custom branding
- Custom metrics
- 14-day free trial
Enterprise
Contact sales
- Real-time syncing
- Customizable embeds
- API access
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
Polymer
- No analyst needed to build dashboards
- Embeds analytics in your own app
- Free for classrooms
- AI chat responses capped per plan
- Real-time sync only on Enterprise
- Shopify stores cost extra per store
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 Polymer if you want:
- No analyst needed to build dashboards
- Embeds analytics in your own app
- Free for classrooms
Watch out: ai chat responses capped per plan.
Cube vs Polymer FAQ
What is the difference between Cube and Polymer?
Cube: Semantic layer and agentic BI for teams, agents and embedded analytics. Polymer: AI dashboards and embedded analytics from your business data. Both are data & analytics tools.
Is Cube or Polymer cheaper?
Polymer has the lower starting price: about $20 a month, against $40 for Cube.
Do Cube and Polymer have free plans?
Cube: Yes. Polymer: No, trial available.
Who makes Cube?
Cube is made by Cube Dev, based in United States.
Who makes Polymer?
Polymer is made by Polymer Search.
Which should I choose, Cube or Polymer?
Choose Cube if you value one metric definition for people and agents and free plan includes the mcp server. Choose Polymer if you value no analyst needed to build dashboards and embeds analytics in your own app.