Data as of Aug 16, 2026 · Based on 3,131,739 AI responses across 10,525 prompts · See how Parse measures this
Ragasragas.ioRAGAS is an open-source framework for evaluating retrieval-augmented generation (RAG) systems. It provides automatic metrics to understand the performance and robustness of LLM applications, and can synthesize high-quality, diverse evaluation data tailored to your needs. It also offers online monitoring to assess and improve RAG applications in production.
How AI talks about Ragas
Nearly every recommendation names Ragas as the pick.
Tone of voice
71% of how AI describes Ragas reads positive.
Words AI uses
AI reaches for specialized · open-source · industry standard when it describes Ragas.
Rivals
DeepEval is the brand AI weighs against Ragas most, and it leads on agent reliability and tool-use testing.
Sources
docs.ragas.io shapes more of what AI says about Ragas than any other source, at 10% of its citations.
medium.com · youtube.com · arxiv.org · zenml.io
The market map
LLM Observability and Evaluation Platforms →Where AI ranks Ragas
+ 1 more market
