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AI agent builders

CrewAI vs Dify

as AI assistants see them, week of 2026-09-14

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CrewAI leads this matchup with an overall score of 22 versus Dify's 11, and it shows up in 25 of 71 answers compared to Dify's 15. Head-to-head, CrewAI is named more often on 9 questions, Dify on 4, with 7 ties. CrewAI is the clear pick for building AI agents, agent frameworks for developers, open-source frameworks, and multi-agent systems, appearing in every answer for several of these. Dify's strongest showing is on self-hosted, private agent platforms, where it's named in all 3 answers. Neither is named for voice agents, non-technical founders, or production monitoring and reliability questions.

Head to head

metricCrewAIDify
score2211
questions won129

By assistant

CrewAI

assistantscorenamed in, this weekusual spot, this week
ChatGPT2740% of answers#4.4
Claude1735% of answers#7.7
Gemini2642% of answers#5.2
Perplexity2126% of answers#2.6

Dify

assistantscorenamed in, this weekusual spot, this week
ChatGPT815% of answers#6.3
Claude1535% of answers#9.6
Gemini1317% of answers#3.0
Perplexity1016% of answers#5.3

Where they differ

Only CrewAI gets named for

  • Which AI agent framework should a developer choose?
  • What are the best open-source AI agent frameworks?
  • What's the best tool for building multi-agent systems?
  • What's the best tool to build an AI agent that browses the web and does research?
  • What's the best tool to build an AI agent that answers customer emails?

Only Dify gets named for

  • What's the best no-code tool to build an AI agent?
  • What's the best platform to build an AI agent that connects to my company's data?

More comparisons

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Scores count how often each assistant names a product, weighted by position. How the score works · Full AI agent builders leaderboard