Ragas Alternatives
Open-source evaluation and testing framework for LLM and RAG applications
Ragas is an open-source Python framework for evaluating and testing LLM applications, with a focus on RAG pipelines.
Explore 29 alternatives to Ragas across 1 category. Each tool listed below shares at least one category with Ragas.
Top Ragas alternatives at a glance
- Agenta. Open-source prompt management, evaluation, and observability for LLM apps
- Arize AI. AI observability platform with tracing, evaluation, and monitoring for LLM and ML applications
- Braintrust. Stop building AI in the dark.
- Cekura. Testing and monitoring platform for AI voice and chat agents
- Cloudflare AI Gateway. LLM proxy with caching, logging, rate limiting, and cost analytics
📊 Observability & Analytics
Agenta
Open-source prompt management, evaluation, and observability for LLM apps
Braintrust
Stop building AI in the dark.
Comet Opik
Comet provides an end-to-end model evaluation platform for AI developers.
Frequently asked questions
What are the best alternatives to Ragas?
Based on category overlap and popularity, the top alternatives to Ragas include: Agenta (Open-source prompt management, evaluation, and observability for LLM apps); Arize AI (AI observability platform with tracing, evaluation, and monitoring for LLM an...); Braintrust (Stop building AI in the dark.); Cekura (Testing and monitoring platform for AI voice and chat agents); Cloudflare AI Gateway (LLM proxy with caching, logging, rate limiting, and cost analytics). See all 29 alternatives compared on this page.
Is there a free alternative to Ragas?
Yes. 26 alternatives to Ragas offer a free tier or free trial: Agenta, Arize AI, Braintrust, Cekura, Comet Opik, Datadog LLM Observability, and more. Use the comparison above to find the best fit for your use case.
Are there open-source alternatives to Ragas?
Yes. 13 open-source alternatives to Ragas are listed here: Agenta, Arize AI, Comet Opik, DeepEval, Evidently AI, Giskard, and more. Open-source tools can be self-hosted for full control over data and infrastructure.
What is Ragas?
Ragas is an open-source Python framework for evaluating and testing LLM applications, with a focus on RAG pipelines. It provides automated metrics like faithfulness, context relevance, context recall, and answer relevancy, plus synthetic test data generation. Integrates with LangChain, LlamaIndex... See 29 alternatives to Ragas across 1 category.
Is your product missing?