tokens&
BrowseFor enterprises
Submit an offer
tokens&

Find tools, check provider offers, save a build plan, and share your work when you’re ready.

For buildersFor enterprises

For builders

  • Product launches
  • Builder projects
  • Startup credits and perks
  • Agent Skills
  • Published agents
  • API and agent docs
  • Publish a project

For enterprises

  • Start free company workspace
  • Submit a tool, product, or perk

Community

  • Community
  • Newsletter
  • Events
Xin

© 2026 tokensand, LLC. All rights reserved.

  • Terms
  • Privacy
  • Security
  • Data Processing
  • Status
  1. Home
  2. Tools
  3. Observability
  4. Ragas
Ragas logo

Ragas

Observability · Open source

Evaluation framework for testing RAG and LLM applications with metrics, synthetic test data, and CI-friendly quality checks.

Visit websiteDocs

Related tools

Explore products with related capabilities. Check their details for your use case.

Browse the category
DeepEval logo
DeepEval

Observability· deepeval.com

Open source

Open-source evaluation framework for testing LLM apps, agents, RAG systems, and prompts with repeatable metrics, regression checks, and CI-friendly workflows.

Evaluate for your team
Is this your company?Verify ownership · Add products · See activity
OverviewProduct evaluationResources

Product evaluation

Review Ragas for your team’s requirements before a technical pilot.

Commercial model

Open source

View vendor website

Listed pricing category. Confirm current rates, limits and enterprise contract terms with the vendor.

Implementation

API listed · Open source listed

DocumentationSource repository

Validate integration, deployment and operational requirements in your own environment.

Enterprise review

Security, data handling, support and contract terms require vendor confirmation. Linked sources do not establish certification or approval.

Resources

Documentation and setup for builders and coding agents.

WebsiteDocumentationGitHub
Setup & agents

Quickstart

Preparing Ragas docs pack
Streaming

The product profile is ready. Official docs, README snippets, and the AI paste pack are loading in the background.

Follow, compare & product details

Community support for Ragas. Votes do not verify product usage.

Add projectEmbed badgeFor companies
19,261
2,163
Open source
Evidently logo
Evidently

Observability· evidentlyai.com

Freemium

Open-source observability and evaluation framework for monitoring ML and LLM applications with tests and metrics.

8,045
965
Open source
Giskard logo
Giskard

Observability· giskard.ai

Freemium

Open-source evaluation and testing library for LLM agents, RAG systems, and AI risk checks.

5,945
561
Open source
AnomalyArmor logo
AnomalyArmor

Observability· anomalyarmor.ai

Freemium

Data observability platform with hosted and local MCP access for alerts, freshness, schema drift, lineage, and quality checks.

1
Open source
Start building with Ragas
Python

Detected in linked setup sources

pip
pip install ragas
Docs:Official DocsGitHubWebsite