Dify vs 
Flowise
Dify vs Flowise compared for 2026 — features, license, ease of use, performance and which one to choose. Build and operate AI apps visually vs Drag-and-drop LLM flows.
Updated regularly · curated by olud.ai
Dify vs Flowise at a glance
| Spec | Dify | Flowise |
|---|---|---|
| Category | Low-code AI builder | Low-code AI builder |
| Type | LLMOps platform | Visual LLM builder |
| License | Apache-2.0 | Apache-2.0 |
| Runs locally | Self-hosted | Self-hosted |
| Primary language | Python / TS | TypeScript |
| Ease of use | Beginner | Beginner |
| Best for | teams shipping production AI apps with less code | builders who want fast visual prototyping |
| GitHub stars | 149.7k | 54.8k |
Feature comparison
| Feature | Dify | Flowise |
|---|---|---|
| Visual builder | ✓ | ✓ |
| Document RAG | ✓ | ✓ |
| Self-hostable | ✓ | ✓ |
| API export | ✓ | ✓ |
| Many integrations | ✓ | ✓ |
| Agents | ✓ | ✓ |
How Dify and Flowise score
| Criterion | Dify | Flowise |
|---|---|---|
| Popularity | 5.0 | 4.5 |
| Maintenance | 5.0 | 5.0 |
| Ease of use | 5.0 | 5.0 |
| Privacy | 4.5 | 4.5 |
| License freedom | 5.0 | 5.0 |
Scores are computed automatically from public signals — GitHub stars (popularity), recent commit activity (maintenance), license type (freedom), local-first design (privacy) and onboarding complexity (ease of use). Indicative, not a verdict.
What each one is
Dify
Dify is an open-source LLMOps platform to visually build, deploy and operate AI applications and agents, with RAG, workflows and observability built in.
- Full LLMOps: build, deploy and monitor
- Visual workflows plus built-in RAG
- Production-oriented with observability
Flowise
Flowise is a drag-and-drop builder for LLM apps and agents, letting you assemble chains, tools and RAG visually on top of LangChain primitives.
- Fast drag-and-drop flow building
- Built on familiar LangChain primitives
- Quick to prototype chatbots and agents
Key differences
Dify is lLMOps platform, while Flowise is visual LLM builder. In short, Dify fits teams shipping production AI apps with less code, and Flowise fits builders who want fast visual prototyping.
Which should you choose?
Choose Dify for teams shipping production AI apps with less code. Choose Flowise for builders who want fast visual prototyping.
There is rarely one winner — many setups use both. The right pick depends on your hardware, your team's skills, and whether you value simplicity or control.
Frequently asked questions
Is Dify or Flowise easier to use?
Both sit at a similar level (Beginner). Your choice should come down to fit rather than difficulty.
Are Dify and Flowise free?
Dify is free and open source (Apache-2.0), and Flowise is free and open source (Apache-2.0). Neither charges for the core software.
Can I run Dify and Flowise locally?
Dify: self-hosted · Flowise: self-hosted. Both can be used without sending your data to a third-party cloud where their setup allows.
Dify vs Flowise — which should I pick in 2026?
Choose Dify for teams shipping production AI apps with less code. Choose Flowise for builders who want fast visual prototyping.
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