Dify
Penpot
| Feature | Dify | Penpot |
|---|---|---|
| Pricing | Free / from $59/mo | Free / from $8/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.5 / 5 | 4.3 / 5 |
| Best For | ai-builders, non-technical-teams, enterprises, developers | open-source-teams, privacy-focused-designers, developers, educational-institutions |
| Founded | 2023 | 2015 |
| Visual Orchestration | ✓ | ✗ |
| Rag Pipeline | ✓ | ✗ |
| Agent Mode | ✓ | ✗ |
| Multi Model | ✓ | ✗ |
| Knowledge Base | ✓ | ✗ |
| Api Access | ✓ | ✗ |
| Vector Editing | ✗ | ✓ |
| Prototyping | ✗ | ✓ |
| Components | ✗ | ✓ |
| Design Tokens | ✗ | ✓ |
| Real Time Collaboration | ✗ | ✓ |
| Css Output | ✗ | ✓ |
| Self Hostable | ✗ | ✓ |
✓ Dify Pros
- Open-source and self-hostable
- Visual workflow builder
- Built-in RAG pipeline
- Multi-model support
✗ Dify Cons
- Complex for simple chatbots
- Self-hosting requires resources
- Documentation improving
✓ Penpot Pros
- Open-source and self-hostable for free
- CSS-based design outputs production-ready code
- Real-time collaboration (Figma-like experience)
- SVG-native (no proprietary formats)
✗ Penpot Cons
- Performance slower than Figma on complex files
- Smaller plugin and community ecosystem
- Missing some advanced design features
The Verdict
Dify is built for ai builders and non technical teams, with a focus on visual-orchestration and rag-pipeline. Penpot targets open source teams and privacy focused designers and leads with vector-editing and prototyping.
On pricing, Penpot is the clear winner for budget-conscious users — starting at $8/mo compared to $59/mo for Dify. That $51/mo difference adds up quickly for growing teams.
Both offer free plans, so you can test each with your real workflow before committing to a subscription.
Feature-wise, Penpot offers broader built-in capabilities (7 features vs 6), while Dify takes a more focused approach — which can mean a simpler, faster onboarding experience.
Both tools are a solid fit for developers — in those cases, the decision often comes down to workflow style and how your team prefers to organize work.
This is a genuinely close comparison. If you can, sign up for both free trials (where available) and run a one-week test with your actual team tasks before deciding.