LightRAG is free, with no paid plan attached. RAGFlow is free, with no paid plan attached. Both are listed under Agent Memory & RAG-as-a-Service, so this is a like-for-like comparison. Neither is ranked above the other — Flocci carries no sponsored placement.
LightRAG is free, with no paid plan attached and is listed for simple, fast graph-based RAG from HKU Data Science lab (EMNLP 2025). RAGFlow is free, with no paid plan attached and is listed for open-source RAG engine with deep document parsing and agent workflows. Both sit in Agent Memory & RAG-as-a-Service.
Neither — LightRAG and RAGFlow are both free, so the choice comes down to capability rather than cost. Both entries list what they uniquely do above.
Choose LightRAG if you need simple, fast graph-based RAG from HKU Data Science lab (EMNLP 2025); choose RAGFlow if you need open-source RAG engine with deep document parsing and agent workflows. Flocci AI Tools does not rank one above the other — it shows both feature sets side by side and lets the requirement decide.
| LightRAG | RAGFlow | |
|---|---|---|
| Pricing tier | Free | Free |
| Free to start | Yes | Yes |
| Category | AI Agents & Automation | AI Agents & Automation |
| Type | Agent Memory & RAG-as-a-Service | Agent Memory & RAG-as-a-Service |
| Listed capabilities |
|
|
| Tags | lightrag, graph rag simple fast, knowledge graph rag open source, hkuds lightrag | ragflow, open source rag engine, deep document understanding rag, self hosted rag |
| Website | github.com | ragflow.io |
| Full page | LightRAG details → | RAGFlow details → |
| Alternatives | LightRAG alternatives → | RAGFlow alternatives → |