kitio.aiCube vs BlockSurvey
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Cube has the lower starting price: about $40 a month, against $49 for BlockSurvey.
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
- End-to-end encrypted responses
- AI survey creation
- Conversational AI surveys
- AI thematic analysis
- Longitudinal analysis
- Survey MCP server
| Feature | Cube | BlockSurvey |
|---|---|---|
| Best for | Semantic layer and agentic BI for teams, agents and embedded analytics | Encrypted survey tool with AI survey design and response analysis |
| Category | Data & analytics | Data & analytics |
| Pricing model | Freemium | Freemium |
| Starting price | $40/mo | $49/mo |
| Free plan | Yes | Yes |
| Made by | Cube Dev | BlockSurvey |
| Based in | United States | United States |
| Rating | No ratings yet | No ratings yet |
| Key features |
|
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Pricing compared
Cube has the lower starting price: about $40 a month, against $49 for BlockSurvey.
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
5 plans
Free
Free
- Basic surveys
- Encrypted responses
Standard
$49/mo
- Unlimited surveys
- 6,000 responses per year
- AI survey creation
- Spam prevention
Premium
$99/mo
- 24,000 responses per year
- AI follow-up questions
- Custom branding
Team
$149/mo
- Up to 5 users
- 60,000 responses per year
- AI data analysis
- NPS, CSAT and CES
Enterprise
Contact sales
- Custom quotas
- Demo and onboarding
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
BlockSurvey
- Responses encrypted end to end
- AI handles design and analysis
- Works from Claude and ChatGPT
- Free plan to start
- Annual response caps on each plan
- AI analysis reserved for the Team plan
- Branding requires Premium
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 BlockSurvey if you want:
- Responses encrypted end to end
- AI handles design and analysis
- Works from Claude and ChatGPT
Watch out: annual response caps on each plan.
Cube vs BlockSurvey FAQ
What is the difference between Cube and BlockSurvey?
Cube: Semantic layer and agentic BI for teams, agents and embedded analytics. BlockSurvey: Encrypted survey tool with AI survey design and response analysis. Both are data & analytics tools.
Is Cube or BlockSurvey cheaper?
Cube has the lower starting price: about $40 a month, against $49 for BlockSurvey.
Do Cube and BlockSurvey have free plans?
Cube: Yes. BlockSurvey: Yes.
Who makes Cube?
Cube is made by Cube Dev, based in United States.
Who makes BlockSurvey?
BlockSurvey is made by BlockSurvey, based in United States.
Which should I choose, Cube or BlockSurvey?
Choose Cube if you value one metric definition for people and agents and free plan includes the mcp server. Choose BlockSurvey if you value responses encrypted end to end and ai handles design and analysis.