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Deep comparison — May 2026
MeshFlow vs
Dify
Dify has a large open source ecosystem and a polished visual RAG builder. But it can't express complex conditional logic, has no multi-agent orchestration at depth, and uses a non-Apache license.
MeshFlow wins for code-first engineering teams
MeshFlow
MeshFlow
Multi-agent
Code flexibility
Cost governance
Visual builder
Non-tech users
Competitor
Dify
Multi-agent
Code flexibility
Cost governance
Visual builder
Non-tech users
| Capability | Dify | MeshFlow |
|---|---|---|
| Code vs Visual | ||
| Code-first agent control | ✗ Visual nodes only | ✅ Full Python API |
| Conditional logic / loops | ✗ Can't express in nodes | ✅ Native Python |
| Visual workflow builder | ✅ Best-in-class | ⚡ Roadmap |
| Compliance & Security | ||
| SOC 2 Type II certification | ✅ Certified | ⚡ In progress (Q4 2026) |
| Built-in guardrails | ✗ | ✅ 9 types ★ |
| Audit trail | ✗ | ✅ SHA-256 ★ |
| Licensing | ||
| Open source license | Dify OSS (not Apache) | Apache 2.0 ★ |
| Redistribution allowed | ⚠️ Restrictions apply | ✅ Unrestricted |
Outgrown Dify's visual builder?
Most teams hit Dify's limits within 4–6 weeks of production use. The migration guide maps Dify workflow nodes to MeshFlow's Python API.
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