ModelsAgree

Head-to-head

Dify vs Langflow

Dify leads: the AI models rank it above its rival on 1 of the 1 leaderboard they share. Based on how ChatGPT, Claude, Gemini & Grok rank both across the leaderboard they share — re-polled on demand, reasoning shown verbatim.

Dify1 win
Langflow0 wins
LeaderboardDifyLangflow
Best low-code AI agent builder#2 / 9#3 / 9

Why the models rank Dify — on best low-code ai agent builder

Best-in-class all-in-one platform combining visual multi-agent orchestration, hybrid RAG pipelines, prompt engineering tools, and full open-source self-hostability with an API-first architecture.

Why the models rank Langflow — on best low-code ai agent builder

Open-source visual builder on LangChain with a genuinely clean drag-and-drop canvas for RAG and multi-agent flows; exports to Python/API so prototypes graduate into real apps, giving practitioners the fastest path from idea to testable agent

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Ranks from the merged 4-model leaderboards · re-polled on demand · methodology