These tools competes with
RAGASvsDeepEval
RAG pipeline evaluation framework versus LLM evaluation framework — 14+ metrics
Compare interactively in Explore →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
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
Side-by-side comparison
Field
RAGAS
DeepEval
Category
Prompt & Eval
Prompt & Eval
Type
Open Source
Open Source
Free Tier
✓ Yes
✓ Yes
Pricing Plans
—
—
GitHub Stars
⭐ 7,000
⭐ 5,500
Health
●55 — Slowing
●80 — Active
RAGAS
Evaluates retrieval-augmented generation pipelines on faithfulness, answer relevancy, context precision, and recall.
Shared Connections2 tools both integrate with
Only RAGAS (3)
LlamaIndexLangChainDeepEval
Only DeepEval (5)
RAGASPromptFooOpenAI APIInspectGalileo
Explore the full AI landscape
See how RAGAS and DeepEval fit into the bigger picture — 207 tools, 452 relationships, all mapped.