dify vs langflow
On the evidence we track, dify leads this comparison with a composite score of 68/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.
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
LeaderAn open-source LLM application development platform that enables teams to build, test, and deploy AI-powered workflows, RAG pipelines, and autonomous agents using a visual interface, with support for multiple language models, enterprise security features, and flexible deployment options.
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
LeaderFreemium: Sandbox and Community free. Professional from $590/year per workspace.
- SandboxFree
- 5 Apps
- 50 Knowledge Documents
- 50MB Storage
- 30 Days Log History
- Professional$590/workspace/year
- 1 Team Workspace
- 50 Apps
- Priority Document Processing
- Unlimited Triggers per Workflow
- Faster Workflow Execution
- +2 more
- Team$1590/year
- 200 Apps
- 1000 Knowledge Documents
- Unlimited Trigger Events
- Top Priority Document Processing
- Priority Workflow Execution
- EnterpriseContact sales
- Enterprise-grade Scalable Deployment
- Commercial License
- Multiple Workspaces
- SSO
- Advanced Security & Controls
- +1 more
- CommunityFree
- All Core Features
- Single Workspace
- Open Source License
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
Leader- Gemini
- xAI
- DeepSeek
- Tongyi
- MCP
- Google Gemini
- Alibaba Tongyi
- Google Search
- DALL-E
- Stable Diffusion
- WolframAlpha
langflow
- LangSmith
- LangFuse
- Airbyte
- Azure
- Cassandra
- Confluence
- Couchbase
- Google Cloud
- Google Drive
- Notion
- Serp API
- Slack
dify or langflow: which one depends on you
A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.
Free to run, no account needed to start. How the evaluation works
Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.