These tools competes with
DeepEvalvsRAGAS
LLM evaluation framework — 14+ metrics versus RAG pipeline evaluation framework
Compare interactively in Explore →Choose DeepEval when…
- •You want a pytest-style framework for LLM testing
- •Unit-test-like evals for LLM outputs fit your workflow
- •You need RAG-specific metrics like faithfulness and relevancy
Choose RAGAS when…
- •You're evaluating a RAG pipeline specifically
- •Context relevance and answer faithfulness are your key metrics
- •You want an OSS eval framework focused on retrieval quality
Side-by-side comparison
Field
DeepEval
RAGAS
Category
Prompt & Eval
Prompt & Eval
Type
Open Source
Open Source
Free Tier
✓ Yes
✓ Yes
Pricing Plans
—
—
GitHub Stars
⭐ 5,500
⭐ 7,000
Health
●80 — Active
●55 — Slowing
DeepEval
Open-source evaluation framework with 14+ metrics including faithfulness, relevancy, and hallucination detection. Integrates with CI/CD.
Shared Connections2 tools both integrate with
Only DeepEval (5)
RAGASPromptFooOpenAI APIInspectGalileo
Only RAGAS (3)
LlamaIndexLangChainDeepEval
Explore the full AI landscape
See how DeepEval and RAGAS fit into the bigger picture — 207 tools, 452 relationships, all mapped.