ModelsAgree
← All leaderboards
🧩

Best low-code AI agent builder

3 models · updated 2026-06-29

The verdict

n8n leads — 2 of 3 models rank n8n the top startup.

Not unanimous: Gemini picks Dify.

Combined ranking

  1. 1
    n8n—10 pts
    GPT #1Claude #1Gemini —· Open-source automation builder with strong AI-agent workflows and integrations.
  2. 2
    Dify—9 pts
    GPT #2Claude —Gemini #1· Comprehensive open-source visual workflow builder with robust built-in RAG and LLM orchestration.
  3. 3
    Relevance AI—6 pts
    GPT #5Claude #5Gemini #2· Leading platform for constructing collaborative multi-agent autonomous digital workforces.
  4. 4
    Flowise—6 pts
    GPT —Claude #3Gemini #3· Open-source drag-and-drop builder for LLM agents and RAG pipelines on top of LangChain.
  5. 5
    Langflow—2 pts
    GPT —Claude #4Gemini —· Visual canvas for building and deploying multi-agent flows with strong component library.
  6. 6
    Voiceflow—2 pts
    GPT —Claude —Gemini #4· Top-tier collaborative design canvas tailored specifically for customer experience chat and voice agents.
  7. 7
    Botpress—1 pts
    GPT —Claude —Gemini #5· Developer-friendly low-code platform offering deep code customization and extensive integration capabilities.

Not ranked (incumbents): Microsoft Copilot Studio, Google Vertex AI Agent Builder

By model

ChatGPT

  1. 1.n8n
  2. 2.Dify
  3. 3.Microsoft Copilot Studio
  4. 4.Google Vertex AI Agent Builder
  5. 5.Relevance AI

Claude

  1. 1.n8n
  2. 2.Microsoft Copilot Studio
  3. 3.Flowise
  4. 4.Langflow
  5. 5.Relevance AI

Gemini

  1. 1.Dify
  2. 2.Relevance AI
  3. 3.Flowise
  4. 4.Voiceflow
  5. 5.Botpress

Tracked by ModelsAgree · rank 1 = 5 pts … rank 5 = 1 pt · re-polled continuously