kitio.aiGraphlit vs Ragie
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Graphlit has the lower starting price: about $49 a month, against $100 for Ragie.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Content ingestion
- Real-time source sync
- Vector and text search
- RAG conversations
- MCP server access
- Extraction workflows
- Managed indexing and retrieval
- Document parsing
- Entity extraction
- MCP server
- Multimodal support
- Data connectors
| Feature | Graphlit | Ragie |
|---|---|---|
| Best for | Context layer API that gives AI agents synced knowledge | Managed RAG service giving AI apps retrieval, parsing and context |
| Category | Models & APIs | Models & APIs |
| Pricing model | Freemium | Freemium |
| Starting price | $49/mo | $100/mo |
| Free plan | Yes | Yes |
| Made by | Graphlit | Ragie |
| Based in | – | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
|
|
Pricing compared
Graphlit has the lower starting price: about $49 a month, against $100 for Ragie.
Free plan
Cheapest paid plan
Top plan
Free trial
4 plans
Free
Free
- Limited free usage
- Content feeds and search
- Community Discord support
Hobby
$49/mo
- 10GB storage
- 10K content items
- MCP server access
- Plus $0.10 per credit
Starter
$199/mo
- 100GB storage
- 100K content items
- Private Slack support
- Plus $0.09 per credit
Growth
$999/mo
- Unlimited storage and items
- Dedicated technical contact
- Plus $0.08 per credit
3 plans
Starter
$100/mo
- Up to 1,000 retrievals
- Fast page ingest $0.02 per page
- All advanced features
Pro
$500/mo
- Unlimited retrievals
- Production-ready for startups
- All advanced features
Enterprise
Custom pricing
- Dedicated SLAs
- Custom volumes
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
Graphlit
- One API for many content types
- Free tier to start
- MCP access on paid plans
- Usage credits add to the monthly fee
- Free usage is limited
- Free tier has community support only
Ragie
- Handles the whole retrieval pipeline
- Parses tables, forms and charts
- Advanced features on every plan
- Starts at $100 per month beyond the free tier
- Extra pages, media and connectors billed on top
- Homepage mentions a recent acquisition, so roadmap may change
Which one should you choose?
Choose Graphlit if you want:
- One API for many content types
- Free tier to start
- MCP access on paid plans
Watch out: usage credits add to the monthly fee.
Choose Ragie if you want:
- Handles the whole retrieval pipeline
- Parses tables, forms and charts
- Advanced features on every plan
Watch out: starts at $100 per month beyond the free tier.
Graphlit vs Ragie FAQ
What is the difference between Graphlit and Ragie?
Graphlit: Context layer API that gives AI agents synced knowledge. Ragie: Managed RAG service giving AI apps retrieval, parsing and context. Both are models & apis tools.
Is Graphlit or Ragie cheaper?
Graphlit has the lower starting price: about $49 a month, against $100 for Ragie.
Do Graphlit and Ragie have free plans?
Graphlit: Yes. Ragie: Yes.
Who makes Graphlit?
Graphlit is made by Graphlit.
Who makes Ragie?
Ragie is made by Ragie.
Which should I choose, Graphlit or Ragie?
Choose Graphlit if you value one api for many content types and free tier to start. Choose Ragie if you value handles the whole retrieval pipeline and parses tables, forms and charts.