kitio.aiOpenAI API vs Ragie
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. OpenAI API starts at See pricing page and Ragie starts at $100/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
- Responses API
- Agents SDK
- Realtime voice API
- Image and audio models
- Batch API
- Fine-tuning and evals
- Managed indexing and retrieval
- Document parsing
- Entity extraction
- MCP server
- Multimodal support
- Data connectors
| Feature | OpenAI API | Ragie |
|---|---|---|
| Best for | Developer API for GPT, reasoning, image, audio and embedding models | Managed RAG service giving AI apps retrieval, parsing and context |
| Category | Models & APIs | Models & APIs |
| Pricing model | Paid | Freemium |
| Starting price | See pricing page | $100/mo |
| Free plan | No | Yes |
| Made by | OpenAI | Ragie |
| Based in | United States | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
OpenAI API starts at See pricing page and Ragie starts at $100/mo. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
3 plans
GPT-6 Luna
$0.10 / $0.50 per 1M tokens
- Input / output
- Fast, low-cost model
- 1.05M context
GPT-6.1 Sol
$2 / $10 per 1M tokens
- Input / output
- Balanced model
- 1.05M context
GPT-6 Astra
$10 / $50 per 1M tokens
- Input / output
- Most capable model
- 1.05M context
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 28, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
OpenAI API
- Wide model range in one API
- Mature SDKs and docs
- Built-in tools like web search
- Top models are costly at scale
- Rate limits depend on spend tier
- Model names change frequently
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 OpenAI API if you want:
- Wide model range in one API
- Mature SDKs and docs
- Built-in tools like web search
Watch out: top models are costly at scale.
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.
OpenAI API vs Ragie FAQ
What is the difference between OpenAI API and Ragie?
OpenAI API: Developer API for GPT, reasoning, image, audio and embedding models. Ragie: Managed RAG service giving AI apps retrieval, parsing and context. Both are models & apis tools.
Is OpenAI API or Ragie cheaper?
OpenAI API starts at See pricing page and Ragie starts at $100/mo. Check both pricing pages for current plans.
Do OpenAI API and Ragie have free plans?
OpenAI API: No. Ragie: Yes.
Who makes OpenAI API?
OpenAI API is made by OpenAI, based in United States.
Who makes Ragie?
Ragie is made by Ragie.
Which should I choose, OpenAI API or Ragie?
Choose OpenAI API if you value wide model range in one api and mature sdks and docs. Choose Ragie if you value handles the whole retrieval pipeline and parses tables, forms and charts.