GraphRAG vs LightRAG
Side-by-side comparison of two AI agent tools
Short answer
- Pick GraphRAG for: a modular graph-based Retrieval-Augmented Generation (RAG) system. Pick LightRAG for: eMNLP2025 LightRAG: Simple and Fast Retrieval-Augmented Generation.
From GitHub data refreshed daily.
G
GraphRAGopen-source
A modular graph-based Retrieval-Augmented Generation (RAG) system
L
LightRAGopen-source
[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation
Metrics
| GraphRAG | LightRAG | |
|---|---|---|
| Stars | 36.2k | 40.0k |
| Star velocity /mo | 160 | 140 |
| Commits (90d) | 27 | 2.2k |
| Releases (6m) | 5 | 10 |
| Downloads (30d, npm + PyPI) | — | 126.2K |
| Overall score | 0.5661979283552458 | 0.7509536032311694 |
FAQ
- Which is more popular, GraphRAG or LightRAG?
- LightRAG has more GitHub stars (39,954 vs 36,194).
- Which is more actively developed, GraphRAG or LightRAG?
- LightRAG had more commits in the last 90 days (2,201 vs 27).
- Should I use GraphRAG or LightRAG?
- Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.