kitio.aicognee vs Analog AI
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. cognee starts at See pricing page and Analog 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
- Graph and vector retrieval
- Python SDK
- MCP and Claude Code integration
- Slack, GitHub and Notion connectors
- Ontology generation
- Self-hosting
- Long-term agent memory
- Procedure caching from frontier models
- Small and large model routing
- Chat completion API
- Open-source memory package
- AI employee chatbots
| Feature | cognee | Analog AI |
|---|---|---|
| Best for | Open-source memory layer for AI agents and teams | Memory layer that lets AI agents reuse solved tasks on small models |
| Category | Models & APIs | Models & APIs |
| Pricing model | Freemium | Freemium |
| Starting price | See pricing page | See pricing page |
| Free plan | Yes | Yes |
| Made by | cognee | Analog AI |
| Based in | – | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
cognee starts at See pricing page and Analog AI starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
3 plans
Free
Free
- 1 workspace
- 1M tokens included
- Unlimited users and API calls
Standard
$1.00 / 1M tokens
- $5 per extra workspace a month
- Slack, Notion, Linear, Drive
- Code indexing
Enterprise
Contact sales
- Bi-temporal memory
- Provenance on every answer
- Bring your own cloud
3 plans
Open source
Free
- Self-hosted agentic memory
- Free download
Memory API SDK
Free trial, then pay as you go
- Hosted self-learning memory
- API integration
AI Employee Chatbots
Free trial, then pay as you go
- Ready-made AI employees
- Living memory
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
cognee
- Open source and self-hostable
- Free cloud tier with 1M tokens
- Answers keep source citations
- Needs developer setup
- Data connectors only on paid cloud plans
- Token-based billing can be hard to predict
Analog AI
- Cuts repeated frontier model calls
- Drop-in chat completion API
- Open-source version available
- Usage prices not published
- Early product, access by request
- Benefits depend on repetitive workloads
Which one should you choose?
Choose cognee if you want:
- Open source and self-hostable
- Free cloud tier with 1M tokens
- Answers keep source citations
Watch out: needs developer setup.
Choose Analog AI if you want:
- Cuts repeated frontier model calls
- Drop-in chat completion API
- Open-source version available
Watch out: usage prices not published.
cognee vs Analog AI FAQ
What is the difference between cognee and Analog AI?
cognee: Open-source memory layer for AI agents and teams. Analog AI: Memory layer that lets AI agents reuse solved tasks on small models. Both are models & apis tools.
Is cognee or Analog AI cheaper?
cognee starts at See pricing page and Analog AI starts at See pricing page. Check both pricing pages for current plans.
Do cognee and Analog AI have free plans?
cognee: Yes. Analog AI: Yes.
Who makes cognee?
cognee is made by cognee.
Who makes Analog AI?
Analog AI is made by Analog AI.
Which should I choose, cognee or Analog AI?
Choose cognee if you value open source and self-hostable and free cloud tier with 1m tokens. Choose Analog AI if you value cuts repeated frontier model calls and drop-in chat completion api.