dify vs langflow
No clear leader: dify (63.4) and langflow (59.9) are within the 5-point margin; treat as a tie. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.
Features
The capabilities each product documents. These tools do not share a category taxonomy, so this aligns what each vendor states rather than a normalised feature set.
| Feature | dify | langflow |
|---|---|---|
| Agent memory and persistent conversation threads | - | ✓ |
| Architecture model | - | open_source_self_hosted |
| Bring your own key byok for llm inference | ✓ | - |
| Builder ui architecture | visual_node_canvas | - |
| Custom api tool calling and webhook execution | - | ✓ |
| Custom http webhook catch and triggering | ✓ | - |
| Dynamic conditional routing via llm classification | ✓ | - |
| Human in the loop approval steps via slack email | ✓ | - |
| Iso 27001 | ✓ | - |
| Mit or apache permissive oss license | - | ✓ |
| Multi model selection openai anthropic local | - | ✓ |
| Native llm nodes anthropic openai gemini | ✓ | - |
| Notion google drive confluence sync connectors | - | ✓ |
| On premise self hosted deployment option | ✓ | - |
| Pricing model | freemium_with_task_credits | free_open_source |
| Rag knowledge base document upload and chunking | - | ✓ |
| Soc2 type ii | ✓ | - |
| Sub workflow calling and reusable templates | ✓ | - |
| Team sharing and role based access control rbac | - | ✓ |
| Unstructured document extraction pdf image to json | ✓ | - |
| Visual drag and drop node canvas builder | - | ✓ |
What each one is
The product in its own terms, so the numbers below have context.
dify
Dify is a no-code platform that allows teams to build, test, and deploy AI-driven applications and workflows. It supports multiple deployment models including cloud hosting and self-hosted options, enabling organizations to create AI solutions that connect language models with data and tools.
langflow
An open-source platform that simplifies building and deploying AI agents and workflow automation with a visual drag-and-drop interface. Supports multiple LLMs, vector databases, and integrations with built-in cloud deployment options.
Pricing
List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.
dify
From $590/year. Free tier available.
- SandboxFree
- 200 message credits
- 1 Team Member
- 5 Apps
- 50 Knowledge Documents
- 50MB Knowledge Data Storage
- +6 more
- Professional$590/year
- 5,000 message credits/month
- 1 Team Workspace
- 3 Team Members
- 50 Apps
- 500 Knowledge Documents
- +8 more
- Team$1,590/year
- 10,000 message credits/month
- 50 Team Members
- 200 Apps
- 1,000 Knowledge Documents
- 20GB Knowledge Data Storage
- +5 more
- EnterpriseContact sales
- Enterprise-grade Scalable Deployment Solutions
- Commercial License Authorization
- Multiple Workspaces & Enterprise Management
- SSO
- Negotiated SLAs
- +2 more
Platform & deployment
Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.
Integrations
What each product connects to. Counts come from the vendor's own integration directory where one exists.
- OpenAI
- Anthropic
dify
- Gemini
- xAI
- DeepSeek
- Tongyi
- MCP
langflow
- LangSmith
- LangFuse
- Airbyte
- Azure
- Cassandra
- Confluence
- Couchbase
- Google Cloud
- Google Drive
- Notion
- Serp API
- Slack
Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.