Microsoft GraphRAG vs Neo4j: which does AI recommend?

· ChatGPT Search and Google AI Mode

Based on every AI answer that names bothReviewed by

How we measure

AI summary

is favored for enterprise agents grounded in company knowledge and for knowledge-graph construction. In answers naming both, is listed first more often than not and is clearly ahead among recommendations.

Listed first when AI names both

Microsoft GraphRAGMicrosoft GraphRAG: 26%Neo4jNeo4j: 74% (Neo4j leads)

Recommended when named

Microsoft GraphRAGMicrosoft GraphRAG: 72%
Neo4jNeo4j: 96% (Neo4j leads)

Warned against · lower is better

Microsoft GraphRAGMicrosoft GraphRAG: 2%
Neo4jNeo4j: 0%

Pick Neo4j for

  • Schema-free knowledge graph Usually
  • Knowledge graph querying Almost always
  • Grounding an enterprise agent Almost always

Topic by topic

Mentioned in, as a share of each topic’s answers

is far ahead in graph database visualization for generative AI exploration and LLM knowledge graph databases. The brands are level in advanced RAG retrieval strategies.

About even1Neo4j named more2

Neo4j named more

About even1

Only Neo4j is ranked in6

What people ask AI about Microsoft GraphRAG and Neo4j

Microsoft GraphRAG listed firstNeo4j listed first
  1. I need to create a knowledge graph. What's an AI tool that can automatically extract entities and relationships from a large corpus of unstructured text documents?Level
  2. What is the best tool for creating a knowledge graph by automatically extracting entities and relationships from unstructured text?Leans Neo4j
  3. I need a knowledge graph builder that ingests unstructured text and does not require a pre-defined schema.Neo4j usually first
  4. I need a knowledge graph that can be queried by a Large Language Model.Neo4j almost always first
  5. What's the best tool to build a knowledge graph that grounds an enterprise agent?Neo4j almost always first
  6. I want to build a knowledge graph from unstructured text and query it with an LLM. What's the best graph database and LLM integration?Neo4j almost always first

Who AI mentions first

Microsoft GraphRAG listed firstNeo4j listed first
  1. JulMicrosoft GraphRAG listed first: 21%Neo4j listed first: 79%
  2. AugMicrosoft GraphRAG listed first: 14%Neo4j listed first: 86%

Both engines lean toward : ChatGPT Search usually lists it first, while Google AI Mode lists it first more often than not. The lean is stronger in ChatGPT Search.

  • ChatGPT SearchMicrosoft GraphRAG listed first: 22%Neo4j listed first: 78%
  • Google AI ModeMicrosoft GraphRAG listed first: 30%Neo4j listed first: 70%

Sources cited in the comparisons

Microsoft GraphRAG favouredNeither favouredNeo4j favoured

Also named alongside Microsoft GraphRAG and Neo4j

and also appear in about half of these answers, putting both in the comparison set.

  1. LangChain45%
  2. LlamaIndex42%
  3. Memgraph21%
  4. Amazon Neptune20%
  5. OpenAI18%
  6. LightRAG15%
  7. Diffbot13%
  8. spaCy11%
  9. Stardog10%
  10. NetworkX9%
  11. AutoSchemaKG8%
  12. Gemini7%

Microsoft GraphRAG vs Neo4j: common questions

Is Microsoft GraphRAG better than Neo4j?
Neo4j is favored for enterprise agents grounded in company knowledge and for knowledge-graph construction. In answers naming both, Neo4j is listed first more often than not and is clearly ahead among recommendations.
Do ChatGPT and Google AI Mode recommend Microsoft GraphRAG or Neo4j?
Both engines lean toward Neo4j: ChatGPT Search usually lists it first, while Google AI Mode lists it first more often than not. The lean is stronger in ChatGPT Search.
What are the alternatives to Microsoft GraphRAG and Neo4j?
LangChain and LlamaIndex also appear in about half of these answers, putting both in the comparison set.
When is Neo4j the better pick?
AI usually lists Neo4j first for: Schema-free knowledge graph; Knowledge graph querying; Grounding an enterprise agent.

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