LlamaIndex vs RAGFlow: which does AI recommend?

Since Jul 6 · · ChatGPT and Google AI Mode

Based on 78 AI answers that name bothReviewed by

How we measure

When AI names both, it lists and first about equally often. It recommends both about as often.

Head to head

Listed first when AI names both

LlamaIndexLlamaIndex: 53%RAGFlowRAGFlow: 47%

Recommended when named

LlamaIndexLlamaIndex: 98%
RAGFlowRAGFlow: 98%

AI recommends LlamaIndex for

  • Building production RAG pipelines quickly Almost always

Topic by topic

LlamaIndex mentioned more6RAGFlow mentioned more1

LlamaIndex mentioned more

RAGFlow mentioned more

Topics with a ranking for LlamaIndex only12

Topics with a ranking for RAGFlow only1

What people ask AI about LlamaIndex and RAGFlow

For an on-premise, easy-to-self-host open-source RAG framework, is listed first more often. For building production RAG pipelines quickly, is listed first almost always.

LlamaIndex listed firstRAGFlow listed first
  1. We need to build a RAG system on-premise. What is the best open-source RAG framework that is easy to self-host?RAGFlow often first
  2. Which platform is strongest for building production RAG pipelines quickly?LlamaIndex listed first: 100%RAGFlow listed first: 0%LlamaIndex almost always first

Who AI mentions first

LlamaIndex listed firstRAGFlow listed first
  1. JulLlamaIndex listed first: 79%RAGFlow listed first: 21%
  2. AugLlamaIndex listed first: 41%RAGFlow listed first: 59%
  3. SepLlamaIndex listed first: 52%RAGFlow listed first: 48%
  4. OctLlamaIndex listed first: 25%RAGFlow listed first: 75%
  5. Nov, so farLlamaIndex listed first: 0%RAGFlow listed first: 100%
  • Google AI ModeLlamaIndex listed first: 49%RAGFlow listed first: 51%
  • ChatGPTLlamaIndex listed first: 59%RAGFlow listed first: 41%

Sites AI cites

LlamaIndex favouredNeither favouredRAGFlow favoured

Other brands AI mentions

appears in most of these answers, while and appear in about half.

BrandMentioned in
  1. LangChain77%
  2. Dify55%
  3. Qdrant53%
  4. LangChain LangGraph49%
  5. Haystack (deepset)46%
  6. vLLM40%
  7. Ollama35%
  8. Milvus19%
  9. BGE-Reranker18%
  10. Weaviate18%
  11. AnythingLLM17%
  12. Qwen14%

LlamaIndex vs RAGFlow: common questions

Is LlamaIndex better than RAGFlow?
For an on-premise, easy-to-self-host open-source RAG framework, RAGFlow is listed first more often. For building production RAG pipelines quickly, LlamaIndex is listed first almost always.
What are the alternatives to LlamaIndex and RAGFlow?
LangChain appears in most of these answers, while Dify and Qdrant appear in about half.
When is LlamaIndex the better pick?
AI usually lists LlamaIndex first for: Building production RAG pipelines quickly.

Related comparisons

How would your brand compare?

  • Your rank
  • The rivals AI names instead
  • The pages behind each answer

Free. No sign-up.