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Dify vs Gumloop

Dify and Gumloop 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.

Read the full report

Gumloop

gumloop.com

Depends
Confidence: Medium

Buy it if your team builds multi-step AI workflows at scale and wants IT-governed access and compliance.

Read the full report

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Dify versus Gumloop
CompareDifyGumloop
VerdictDependsDepends
Best forTechnical teams building production agents and RAGMarketing and ops teams automating research and data workflows
Who it's not forNon-technical teams wanting plug-and-play automationAnyone needing 1-2 simple automations . use Zapier instead
PrivacyCheckered: multiple public CVEs, one actively exploited, and cross-tenant research flaws; a Trust Center exists but self-hosters carry the patching burden.⁵SOC 2 Type 2, GDPR, and HIPAA-compliant with Microsoft 365 certification.15
Support qualityNo usable support evidence in sourcesNo usable data in reviewed 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 consistently praise how easy Gumloop makes building AI workflows, while noting it can feel heavy and credit costs grow with usage.13
Biggest gotchaSelf-hosters must patch fast: repeated CVEs, including active exploitation⁶Credit-based model: AI-heavy runs burn credits fast; model per-run costs first.

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 Gumloop when

  • Marketing and ops teams automating research and data workflows
  • Companies rolling out agent-building to non-engineers
  • Teams needing IT-controlled model and integration access

When Gumloop is not a fit

  • Anyone needing 1-2 simple automations . use Zapier instead
  • Small teams on tight budgets; credit bills surprise
  • Buyers wanting a mature tool with deep review history
  • Technical teams preferring self-hosted open source

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. Gumloop Reviews . G2g2.com
    review
  14. Gumloop vs. n8n vs. Vellum comparisonvellum.ai
    review
  15. Gumloop: AI Features, Security & Risk Report . PromptArmorpromptarmor.com
    security
  16. Gumloop Pricing 2026 . Layer3 Labslayer3labs.io
    review