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Dify vs Langflow

Dify and Langflow both land on Depends.

Dify

dify.ai

Depends
Confidence: Medium

Buy if you have technical staff to run and patch infrastructure and you need production agents or RAG with self-host/VPC control.

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Dify versus Langflow
CompareDifyLangflow
VerdictDependsDepends
Best forTechnical teams building production agents and RAGDevelopers prototyping AI agents fast
Who it's not forNon-technical teams wanting plug-and-play automationInternet-facing production systems
PrivacyCheckered: multiple public CVEs, one actively exploited, and cross-tenant research flaws; a Trust Center exists but self-hosters carry the patching burden.⁵Poor record: multiple critical unauthenticated RCE CVEs in 2025-2026, several actively exploited in the wild.
Support qualityNo usable support evidence in sourcesInsufficient evidence in sources
Public sentimentUsers praise the value and drag-and-drop build experience, but the independent review base is small and reliability concerns surface in evaluations.⁴Users like the rapid prototyping and clean UI but complain about breaking version upgrades and unclear production readiness.16
Biggest gotchaSelf-hosters must patch fast: repeated CVEs, including active exploitation⁶No tenant isolation per official docs . never share instances beyond trusted users

Pick Dify when

  • Technical teams building production agents and RAG
  • Enterprises needing VPC or self-hosted AI
  • Docs-heavy knowledge-base assistants
  • Startups prototyping LLM apps cheaply

When Dify is not a fit

  • Non-technical teams wanting plug-and-play automation
  • Anyone unwilling to patch self-hosted installs quickly
  • Simple single-chatbot needs . this is serious overkill

Pick Langflow when

  • Developers prototyping AI agents fast
  • RAG chatbot builders
  • Python-comfortable teams
  • Self-hosters who can harden security

When Langflow is not a fit

  • Internet-facing production systems
  • Anyone handling sensitive data
  • Non-technical teams expecting stable no-code
  • Multi-tenant or shared deployments

Sources

  1. Dify . official sitedify.ai
    official
  2. Dify.AI seller ratings on G2g2.com
    review
  3. Dify Pricing 2026: Plans, Costs & Hidden Feescheckthat.ai
    review
  4. Dify Review 2026: I Used It for 6 Monthsdev.to
    review
  5. DifyTap vulnerability research by Zafranzafran.io
    security
  6. CVE-2025-56520 exploitation trackingcrowdsec.net
    security
  7. CVE-2025-3466 RCE detailsentinelone.com
    security
  8. Dify $30M Series Pre-A announcementbusinesswire.com
    news
  9. langgenius/dify on GitHubgithub.com
    official
  10. Dify Customers . CB Insightscbinsights.com
    news
  11. Dify real cost comparisonvdf.ai
    review
  12. Dify reliability scoringrfp.wiki
    review
  13. Langflow official sitelangflow.org
    official
  14. Langflow on GitHubgithub.com
    official
  15. We Tried and Tested 8 Langflow Alternatives . ZenMLzenml.io
    review
  16. Is LangFlow Still Worth Using? . Redditreddit.com
    review