Comparison
Dify vs Gumloop: which one to choose in 2026?
Dify and Gumloop are two comparable tools. Here's the head-to-head, criterion by criterion, to choose based on your real-world use.
Detailed comparison
| Criterion |  Dify | |
|---|---|---|
| Pricing model | Freemium | Freemium |
| Price | Free & open source · Cloud from $59/mo | Free (~5,000 credits/mo) · Pro $37/mo ($29.60 annual) · Enterprise on quote |
| Level | Pro | Pro |
| Verdict | Recommended | Solid |
| Best for | Developers and technical teams who want to build LLM apps while keeping control. | People who want AI-centric automations (reading, sorting, writing) without code. |
| Categories | Code, Automation, Chatbots & assistants | Automation |
Each tool in brief
Strengths
- Open source, self-hostable (full control)
- Visual canvas: workflows, RAG, agents
- Compatible with hundreds of models (GPT, Llama, Mistral…)
- Everything exposed via API (backend-as-a-service)
Weaknesses
- Assumes understanding of RAG, agents and embeddings
- Self-hosting requires technical skills
- Less turnkey than a consumer assistant
Who is it for? Developers and technical teams who want to build LLM apps while keeping control.
Strengths
- Visual builder designed for AI
- Great to read/summarize/classify at scale
- Share and reuse flows
- No-code
Weaknesses
- Still-young ecosystem
- Large flows demanding to maintain
- Pricing climbs with usage
Who is it for? People who want AI-centric automations (reading, sorting, writing) without code.
Our verdict
No universal winner: it depends on your need. If you're after "Developers and technical teams who want to build LLM apps while keeping control.", Dify is the better pick. If it's more "People who want AI-centric automations (reading, sorting, writing) without code.", go with Gumloop. Models move fast — check the latest versions and current pricing before deciding.
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