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Dify vs Gumloopwhich AI ops agent should you pick in 2026?
Open-source LLM app & AI-agent builder — visual workflows, RAG pipelines and tool-calling agents.
Tool useMemoryMulti-agentRAG
Dify vs Gumloop — specs
| Spec | Dify | Gumloop |
|---|---|---|
| Agent Rank | 75 / 100 (A) | 75 / 100 (A) |
| Autonomy | Semi-autonomous | Semi-autonomous |
| Pricing | Freemium · from $59 | Freemium · from $99 |
| Open source | Yes | No |
| Capabilities | Tool use, Memory, Multi-agent, RAG | Tool use, Memory, Multi-agent, Browser |
| Integrations | 5 apps | 6 apps |
| Verified | Verified | — |
| Released | May 2026 | Feb 2025 |
Agent Rank breakdown
Dify
Agent Rank
75/ 100
- Autonomy
- 8
- Capabilities
- 8
- Integrations
- 10
- Pricing
- 6
- Polish
- 6
- Verifiability
- 7
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Gumloop
Agent Rank
75/ 100
- Autonomy
- 8
- Capabilities
- 8
- Integrations
- 10
- Pricing
- 6
- Polish
- 7
- Verifiability
- 6
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Pros & cons
Dify
Gumloop
Pros
- +YC-backed; named alongside Salesforce Agentforce in 2026 ops/marketing leader lists
- +Visual canvas + 80+ integrations — fastest no-code agent builder out there
- +Strong template community (browse + remix prebuilt agent workflows)
Cons
- −Credit-based pricing can spike on heavy workflows (multi-step LLM chains)
- −Less programmable than Zapier/Make for power users wanting custom code
- −Newer (2024 launch) — fewer enterprise case studies than n8n
Pricing
Dify
Gumloop
Free
Free
Individuals
- +1000 credits/mo
- +Public templates
- +Community support
Recommended
Pro
$99/mo
Solo + Small teams
- +25K credits/mo
- +All integrations
- +API access
Team
$299/mo
Teams 5+
- +Unlimited workspaces
- +Shared agents
- +Priority support
Enterprise
Custom
Large orgs
- +Custom credits
- +SSO
- +Dedicated CS
Which one should you pick?
Gumloop
Pick Gumloop if its specific capabilities (Tool use, Memory) match what you need.
Try Gumloop →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick Dify or Gumloop in 2026?+
Pick Dify if cost is the main constraint or if auditability or self-hosting matters. Pick Gumloop if its specific capabilities (Tool use, Memory) match what you need. Most working teams running both can use Dify for primary work and Gumloop for the workflows where its specific strengths matter.
What's the price difference between Dify and Gumloop?+
Dify starts at Freemium · from $59; Gumloop starts at Freemium · from $99. Dify is the cheaper entry option. For team deployments the TCO can differ — use the AI Agent Rank TCO calculator for your specific volume.
Which is more autonomous, Dify or Gumloop?+
Both Dify and Gumloop are Semi-autonomous agents — neither has a meaningful autonomy advantage over the other. The decision should hinge on capabilities and pricing instead.
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Open-source workflow automation with first-class AI agent nodes — self-host or use cloud.
Tool useMemoryMulti-agentDemo · hover to play"Multiplayer AI" — shared, governed company-wide agents across your stack.
Tool useMemoryRAGMulti-agent
See more alternatives: alternatives to Dify · alternatives to Gumloop
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