AutoGen
Dify
| Feature | AutoGen | Dify |
|---|---|---|
| Pricing | Free only | Free / from $59/mo |
| Free Plan | ✓ Yes | ✓ Yes |
| Rating | 4.2 / 5 | 4.5 / 5 |
| Best For | ai-researchers, developers, enterprise-ai-teams, data-scientists | ai-builders, non-technical-teams, enterprises, developers |
| Founded | 2023 | 2023 |
| Multi Agent | ✓ | ✗ |
| Code Execution | ✓ | ✗ |
| Human In Loop | ✓ | ✗ |
| Tool Integration | ✓ | ✗ |
| Customizable Agents | ✓ | ✗ |
| Conversation Patterns | ✓ | ✗ |
| Visual Orchestration | ✗ | ✓ |
| Rag Pipeline | ✗ | ✓ |
| Agent Mode | ✗ | ✓ |
| Multi Model | ✗ | ✓ |
| Knowledge Base | ✗ | ✓ |
| Api Access | ✗ | ✓ |
✓ AutoGen Pros
- Microsoft backed
- Multi-agent conversations
- Flexible
- Active development
✗ AutoGen Cons
- Complex setup
- Documentation gaps
- Requires coding expertise
✓ 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
The Verdict
AutoGen is built for ai researchers and developers, with a focus on multi-agent and code-execution. Dify targets ai builders and non technical teams and leads with visual-orchestration and rag-pipeline.
AutoGen uses custom enterprise pricing, while Dify starts at $59/mo — a tangible advantage for teams with a fixed budget.
Both offer free plans, so you can test each with your real workflow before committing to a subscription.
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.
Bottom line: Dify has a slight overall edge — but if microsoft backed matters most to you, AutoGen may still be the right call.