kitio.aiAnaconda vs Ragas
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Ragas is completely free, while Anaconda is freemium.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Vetted packages and models
- AI Workspaces
- AI red teaming and guardrails
- AI Orchestration
- Hosted notebooks
- RAG quality metrics
- Agent evaluation
- Synthetic test generation
- Framework integrations
- CI-friendly runs
| Feature | Anaconda | Ragas |
|---|---|---|
| Best for | Python and AI development platform with vetted packages and models | Open-source metrics and test data for evaluating RAG and agents |
| Category | Models & APIs | Models & APIs |
| Pricing model | Freemium | Free |
| Starting price | $15/mo | Free |
| Free plan | Yes | Yes, fully free |
| Made by | Anaconda, Inc. | Vibrant Labs |
| Based in | United States | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Ragas is completely free, while Anaconda is freemium.
Free plan
Cheapest paid plan
Top plan
Free trial
3 plans
Core Free
Free
- Python package management
- For individual developers
Core Starter
$15/mo
- Per user
- Secure package management for teams
Anaconda Platform
Contact sales
- Flat per-organization pricing
- Includes Core Business
- Cloud, self-hosted or on-premises
- Model and provider access controls
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
Anaconda
- Free tier for individual developers
- Large catalog of curated packages
- Runs in cloud or on-premises
- Main platform price requires a sales call
- Several separately priced products
- Enterprise focus can feel heavy for solo use
Ragas
- Free and widely used
- Research-backed metrics
- Generates test data
- LLM-judge metrics cost tokens
- API changes between versions
- No hosted dashboard included
Which one should you choose?
Choose Anaconda if you want:
- Free tier for individual developers
- Large catalog of curated packages
- Runs in cloud or on-premises
Watch out: main platform price requires a sales call.
Choose Ragas if you want:
- Free and widely used
- Research-backed metrics
- Generates test data
Watch out: llm-judge metrics cost tokens.
Anaconda vs Ragas FAQ
What is the difference between Anaconda and Ragas?
Anaconda: Python and AI development platform with vetted packages and models. Ragas: Open-source metrics and test data for evaluating RAG and agents. Both are models & apis tools.
Is Anaconda or Ragas cheaper?
Ragas is completely free, while Anaconda is freemium.
Do Anaconda and Ragas have free plans?
Anaconda: Yes. Ragas: Yes, fully free.
Who makes Anaconda?
Anaconda is made by Anaconda, Inc., based in United States.
Who makes Ragas?
Ragas is made by Vibrant Labs.
Which should I choose, Anaconda or Ragas?
Choose Anaconda if you value free tier for individual developers and large catalog of curated packages. Choose Ragas if you value free and widely used and research-backed metrics.