Multi-hop Reasoning

GraphRAG vs. Vector RAG: Benchmarks Show When Knowledge Graphs Actually Win

GraphRAG beats vector RAG on multi-hop reasoning and corpus-wide summaries, but added indexing costs and evaluation bias make hybrid retrieval the safer bet.