# GraphRAG-Bench

> GraphRAG-Bench benchmarks vector DB-enhanced GraphRAG vs vanilla RAG on multi-hop queries, measuring perf metrics like QPS/latency for reasoning tasks across domains. Key features include standardized eval for graph vs vector retrieval in 2025 release. Helps select hybrid prod vector DB setups; graph-focused unlike pure ANN-Benchmarks or VectorDBBench.

- **URL:** https://graphrag-bench.github.io/
- **Category:** Benchmarks & Evaluation
- **Tags:** Perf Metrics, Ann Benchmarks, QPS Testing
- **Updated:** 2026-04-22 13:39
- **Canonical page:** https://vectordb.ever.works/items/graphrag-bench

## Details

## Overview

GraphRAG-Bench is a rigorous evaluation framework benchmarking GraphRAG against vanilla RAG across reasoning tasks, multi-hop queries, and domain challenges.

## Key Features

- Standardized metrics for graph-enhanced retrieval
- Multi-hop query evaluation
- Domain-specific challenges
- Comparison with traditional vector RAG

## Use Cases

- Hybrid retrieval system selection
- GraphRAG vs vector DB performance
- Production RAG optimization

## Pricing

Free and open-source.

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