DSPy vs LangChain
Side-by-side from the Top 11 ranking of The 11 Best RAG Frameworks (2026). Last verified May 31, 2026.
The short answer
LangChain ranks higher on Top 11 (#1 vs #4) for Developers shipping RAG pipelines into production. The most versatile framework with the largest ecosystem for building any type of LLM application, including advanced RAG.
At a glance
| DSPy | LangChain | |
|---|---|---|
| Top 11 rank | #4 / The 11 Best RAG Frameworks (2026) | #1 / The 11 Best RAG Frameworks (2026) |
| Score (out of 9.4) | 8.7 | 9.3 |
| Best for | Programmatic RAG optimization | Most versatile & integrated |
| Pricing | Free (Open Source) | Free (Open Source) |
| HQ | Palo Alto, USA | San Francisco, USA |
| Founded | 2023 | 2022 |
DSPy
A novel framework that systematically optimizes prompts and model weights for peak RAG performance.
github.com/stanfordnlp/dspyLangChain
The most versatile framework with the largest ecosystem for building any type of LLM application, including advanced RAG.
www.langchain.com/Methodology and scoring weights live at /methodology. No vendor pays for placement — see about.