Open-source workflow automation with first-class AI agent nodes — self-host or use cloud.
Tool useMemoryMulti-agent
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Dify vs Fixiewhich 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 Fixie — specs
| Spec | Dify | Fixie |
|---|---|---|
| Agent Rank | 75 / 100 (A) | 73 / 100 (A) |
| Autonomy | Semi-autonomous | Semi-autonomous |
| Pricing | Freemium · from $59 | Free · OSS |
| Open source | Yes | Yes |
| Capabilities | Tool use, Memory, Multi-agent, RAG | Tool use, RAG, Memory, Multi-agent |
| Integrations | 5 apps | 3 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?
Fixie
Agent Rank
73/ 100
- Autonomy
- 8
- Capabilities
- 8
- Integrations
- 6
- Pricing
- 10
- Polish
- 6
- Verifiability
- 6
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Pros & cons
Dify
Fixie
Pros
- +Real multi-agent primitives — planner + workers + reviewer out of the box
- +Strong for internal-tool agents over your own data
- +Permissive license; auditable end-to-end
Cons
- −Framework, not a finished product — engineering effort to ship anything
- −Smaller community than LangChain / LlamaIndex
- −Cloud pricing not yet published — usage-based and opaque
Pricing
Dify
Fixie
Open source
Free
Builders
- +Apache-2.0 framework
- +Self-host
- +Bring your own models + data
Cloud
Custom
Teams
- +Hosted runtime
- +Multi-agent orchestration
- +Observability
Which one should you pick?
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Frequently asked
Should I pick Dify or Fixie in 2026?+
Pick Dify if you want a vendor we've verified for accessibility and pricing accuracy. Pick Fixie if cost is the main constraint. Most working teams running both can use Dify for primary work and Fixie for the workflows where its specific strengths matter.
What's the price difference between Dify and Fixie?+
Dify starts at Freemium · from $59; Fixie starts at Free · OSS. Fixie 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 Fixie?+
Both Dify and Fixie 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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