kitio.aiSpice AI vs BlockSurvey
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Spice AI starts at See pricing page and BlockSurvey starts at $49/mo. 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
- SQL federation and acceleration
- Agent data serving
- LLM inference
- RAG and agentic retrieval
- MCP server and gateway
- Change data capture
- End-to-end encrypted responses
- AI survey creation
- Conversational AI surveys
- AI thematic analysis
- Longitudinal analysis
- Survey MCP server
| Feature | Spice AI | BlockSurvey |
|---|---|---|
| Best for | Open data lakehouse that serves data to AI agents | Encrypted survey tool with AI survey design and response analysis |
| Category | Data & analytics | Data & analytics |
| Pricing model | Freemium | Freemium |
| Starting price | See pricing page | $49/mo |
| Free plan | Yes | Yes |
| Made by | Spice AI, Inc. | BlockSurvey |
| Based in | United States | United States |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Spice AI starts at See pricing page and BlockSurvey starts at $49/mo. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
2 plans
Open Source
Free
- Community support
- Self-hosted
Enterprise
Contact sales
- 24/7 support and SLAs
- Enterprise licensing
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
Spice AI
- Open source with a managed cloud option
- Sandboxed data access for agents
- Flexible deployment from edge to cloud
- Aimed at engineering teams
- Cloud pricing not listed
- Enterprise pricing needs a sales call
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 Spice AI if you want:
- Open source with a managed cloud option
- Sandboxed data access for agents
- Flexible deployment from edge to cloud
Watch out: aimed at engineering teams.
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.
Spice AI vs BlockSurvey FAQ
What is the difference between Spice AI and BlockSurvey?
Spice AI: Open data lakehouse that serves data to AI agents. BlockSurvey: Encrypted survey tool with AI survey design and response analysis. Both are data & analytics tools.
Is Spice AI or BlockSurvey cheaper?
Spice AI starts at See pricing page and BlockSurvey starts at $49/mo. Check both pricing pages for current plans.
Do Spice AI and BlockSurvey have free plans?
Spice AI: Yes. BlockSurvey: Yes.
Who makes Spice AI?
Spice AI is made by Spice AI, Inc., based in United States.
Who makes BlockSurvey?
BlockSurvey is made by BlockSurvey, based in United States.
Which should I choose, Spice AI or BlockSurvey?
Choose Spice AI if you value open source with a managed cloud option and sandboxed data access for agents. Choose BlockSurvey if you value responses encrypted end to end and ai handles design and analysis.