# dify vs langflow

| Attribute | dify | langflow |
|---|---|---|
| **Vioscale score** | 63.4 (75% (high)) | 59.9 (67% (medium)) |
| activity.commits_last_30d | 100 | 100 |
| adoption.dependent_repos | 8 | 11 |
| adoption.github_stars | 153,587 | 153,712 |
| content.faq | `[{"answer":"Dify is a platform for building and deploying agentic workflows and retrieval-augmented generation (RAG) pipelines. It provides a collaborative workspace where teams can develop AI applications using multiple AI models without requiring extensive custom development.","source":"https://dify.ai","question":"What is Dify?","confidence":0.95},{"answer":"Dify can be deployed on cloud infrastructure, within a VPC for network isolation, or as a self-hosted installation on your own infrastructure. This flexibility allows organizations to choose the deployment model that aligns with their security, compliance, and operational requirements.","source":"https://dify.ai","question":"What deployment options does Dify offer?","confidence":0.95},{"answer":"Dify holds both SOC 2 and ISO 27001 certifications, indicating adherence to recognized security and information management standards. These certifications suggest the platform is suitable for organizations with stringent security and compliance requirements.","source":"https://dify.ai","question":"Is Dify compliant with enterprise security standards?","confidence":0.95},{"answer":"Dify operates on a commercial pricing structure. For specific plan details, pricing tiers, and trial availability, you should contact the Dify team or visit their website directly.","source":"https://dify.ai","question":"What is Dify's pricing model?","confidence":0.7},{"answer":"Yes, Dify is built as a collaborative workspace where multiple team members can work together on AI workflows and pipelines. This enables teams to contribute jointly to developing and managing AI applications within a single platform.","source":"https://dify.ai","question":"Does Dify support team collaboration?","confidence":0.9},{"answer":"Dify provides support for multiple AI models within the platform, with specific models available depending on current integrations and partnerships. The platform emphasizes flexibility in model selection to support different use cases.","source":"https://dify.ai","question":"What AI models does Dify support?","confidence":0.65},{"answer":"Dify is designed for teams building AI applications, particularly those developing agentic workflows or RAG pipelines. It targets organizations that need a structured platform for collaborative AI development rather than building systems entirely from scratch.","source":"https://dify.ai","question":"Who is Dify designed for?","confidence":0.85}]` | `[{"answer":"Langflow is an open-source Python framework designed for building AI agents and retrieval-augmented generation (RAG) applications. It provides a visual editor for designing workflows and integrates with major language models and vector databases. The framework includes built-in support for Model Context Protocol (MCP) servers, enabling rapid development and iteration of AI systems.","source":"http://www.langflow.org","question":"What is Langflow?","confidence":0.95},{"answer":"Langflow uses a freemium pricing model. The open-source version is free for self-hosted deployments, and there is also a free tier available on their managed cloud platform. No payment is required to begin development or deployment of your AI applications.","source":"http://www.langflow.org","question":"How much does Langflow cost?","confidence":0.95},{"answer":"Langflow supports multiple deployment approaches: you can host it yourself on your own infrastructure, use their managed cloud platform, or implement a hybrid setup combining both options. This flexibility allows you to choose the deployment model that best fits your organizational requirements.","source":"http://www.langflow.org","question":"How can I deploy Langflow?","confidence":1},{"answer":"Langflow integrates with major AI providers including Anthropic, OpenAI, Azure, and Google Cloud. It also connects with development tools like GitHub and Hugging Face, and supports services such as Slack, MongoDB, Mistral, Groq, and LangChain. The platform includes multiple pre-built integrations to extend functionality.","source":"http://www.langflow.org","question":"Which AI providers and services does Langflow integrate with?","confidence":0.98},{"answer":"Langflow offers both a web-based interface and command-line interface (CLI). The web interface includes a visual editor for designing and testing workflows without requiring code.","source":"http://www.langflow.org","question":"What interfaces does Langflow provide?","confidence":1},{"answer":"Langflow is built for developers and teams who need to quickly build, test, and deploy AI-powered agents and workflows. It serves both individual developers exploring AI capabilities and organizations requiring production-grade deployment options.","source":"http://www.langflow.org","question":"Who is Langflow designed for?","confidence":0.85},{"answer":"Yes, Langflow is open-source and can be self-hosted on your own infrastructure at no cost. This gives you complete control over deployment, data, and infrastructure while avoiding dependence on a third-party platform.","source":"http://www.langflow.org","question":"Can I run Langflow without the cloud platform?","confidence":0.95},{"answer":"Langflow offers both self-hosted and managed cloud deployment options, with the cloud platform providing enterprise-grade infrastructure. The combination of open-source flexibility and managed options makes it adaptable for organizations of various sizes.","source":"http://www.langflow.org","question":"Is Langflow suitable for enterprise deployment?","confidence":0.9}]` |
| deployment.options | `{"cloud":true,"self_hosted":true}` | `{"cloud":true,"hybrid":true,"self_hosted":true}` |
| description.long | 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. | 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. |
| features.capabilities | `{"iso_27001":true,"soc2_type_ii":true,"pricing_model":"freemium_with_task_credits","builder_ui_architecture":"visual_node_canvas","custom_http_webhook_catch_and_triggering":true,"native_llm_nodes_anthropic_openai_gemini":true,"on_premise_self_hosted_deployment_option":true,"bring_your_own_key_byok_for_llm_inference":true,"sub_workflow_calling_and_reusable_templates":true,"human_in_the_loop_approval_steps_via_slack_email":true,"dynamic_conditional_routing_via_llm_classification":true,"unstructured_document_extraction_pdf_image_to_json":true}` | `{"pricing_model":"free_open_source","architecture_model":"open_source_self_hosted","mit_or_apache_permissive_oss_license":true,"visual_drag_and_drop_node_canvas_builder":true,"multi_model_selection_openai_anthropic_local":true,"custom_api_tool_calling_and_webhook_execution":true,"notion_google_drive_confluence_sync_connectors":true,"rag_knowledge_base_document_upload_and_chunking":true,"team_sharing_and_role_based_access_control_rbac":true,"agent_memory_and_persistent_conversation_threads":true}` |
| integrations.count | 7 | 12 |
| integrations.list | `[{"name":"OpenAI"},{"name":"Anthropic"},{"name":"Gemini"},{"name":"xAI"},{"name":"DeepSeek"},{"name":"Tongyi"},{"name":"MCP"}]` | `[{"name":"LangSmith"},{"name":"LangFuse"},{"name":"Airbyte"},{"name":"Anthropic"},{"name":"Azure"},{"name":"Cassandra"},{"name":"Confluence"},{"name":"Couchbase"},{"name":"Google Cloud"},{"name":"Google Drive"},{"name":"Notion"},{"name":"OpenAI"},{"name":"Serp API"},{"name":"Slack"}]` |
| language.primary | TypeScript | Python |
| license.spdx | - | MIT |
| market.availability | `{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"cli":true,"mac":true,"web":true,"linux":true,"windows":true}` |
| pricing | `{"type":"subscription","plans":[{"free":true,"name":"Sandbox","summary":"Free","features":["200 message credits","1 Team Member","5 Apps","50 Knowledge Documents","50MB Knowledge Data Storage","10 Knowledge Request/min","3,000 Trigger Events/month","Up to 2 Triggers/workflow","10 Annotation Quota Limits","30 Days Log History","5,000 API Rate Limit/month"],"minSeats":1,"components":[{"kind":"fixed","amount":0,"period":"year","currency":"USD"}],"description":"Free tier for trying out core features","contactSales":false,"includedLimits":{"apps":"5","team_members":"1","message_credits":"200","knowledge_storage":"50MB","knowledge_documents":"50"}},{"free":false,"name":"Professional","summary":"$590/year","features":["5,000 message credits/month","1 Team Workspace","3 Team Members","50 Apps","500 Knowledge Documents","5GB Knowledge Data Storage","100 Knowledge Request Rate Limit/min","Priority Document Processing","20,000 Trigger Events/month","Unlimited Triggers/workflow","Faster Workflow Execution","2,000 Annotation Quota Limits","Unlimited Log History"],"minSeats":3,"commitment":"annual","components":[{"kind":"fixed","amount":590,"period":"year","currency":"USD"}],"description":"For independent developers and small teams building production AI apps","contactSales":false,"includedLimits":{"apps":"50","team_members":"3","message_credits":"5,000/month","knowledge_storage":"5GB","knowledge_documents":"500"}},{"free":false,"name":"Team","summary":"$1,590/year","features":["10,000 message credits/month","50 Team Members","200 Apps","1,000 Knowledge Documents","20GB Knowledge Data Storage","1,000 Knowledge Request Rate Limit/min","Top Priority Document Processing","Unlimited Trigger Events","Priority Workflow Execution","5,000 Annotation Quota Limits"],"minSeats":50,"commitment":"annual","components":[{"kind":"fixed","amount":1590,"period":"year","currency":"USD"}],"description":"For medium-sized teams needing collaboration and higher throughput","contactSales":false,"includedLimits":{"apps":"200","team_members":"50","message_credits":"10,000/month","knowledge_storage":"20GB","knowledge_documents":"1,000"}},{"free":false,"name":"Enterprise","summary":"Custom pricing","features":["Enterprise-grade Scalable Deployment Solutions","Commercial License Authorization","Multiple Workspaces & Enterprise Management","SSO","Negotiated SLAs","Advanced Security & Controls","Professional Technical Support"],"description":"For enterprises requiring advanced security, compliance, governance, and dedicated support","contactSales":true}],"summary":"From $590/year. Free tier available.","currency":"USD","freeTier":true,"sourceUrl":"https://dify.ai/pricing","retrievedAt":"2026-08-21T12:45:54.514Z","startingPrice":{"amount":590,"period":"year","currency":"USD"},"billingPeriods":["year"]}` | `{"type":"hybrid","plans":[{"free":true,"name":"Open Source","description":"Self-hosted deployment"},{"free":true,"name":"Cloud","description":"Free enterprise-grade cloud platform for deployment"}],"summary":"Free open-source + free cloud tier","freeTier":true,"sourceUrl":"http://www.langflow.org","retrievedAt":"2026-07-31T10:23:06.793Z"}` |
| pricing.free_tier | yes | yes |
| pricing.model | commercial | commercial |
| pricing.price_level | high | free |
| pricing.starting_price | `{"amount":590,"currency":"USD"}` | - |
| pricing.transparent | yes | no |
| release.cadence_days | 10 | 7 |
| release.history | `[{"url":"https://github.com/langgenius/dify/releases/tag/1.17.0","date":"2026-08-25T11:28:25Z","type":"stable","version":"1.17.0"},{"url":"https://github.com/langgenius/dify/releases/tag/1.16.1","date":"2026-07-28T03:43:51Z","type":"stable","version":"1.16.1"},{"url":"https://github.com/langgenius/dify/releases/tag/1.16.0","date":"2026-07-17T11:14:06Z","type":"stable","version":"1.16.0"},{"url":"https://github.com/langgenius/dify/releases/tag/1.16.0-rc1","date":"2026-07-09T14:06:30Z","type":"prerelease","version":"1.16.0-rc1"},{"url":"https://github.com/langgenius/dify/releases/tag/1.15.0","date":"2026-06-25T13:16:14Z","type":"stable","version":"1.15.0"},{"url":"https://github.com/langgenius/dify/releases/tag/1.14.2","date":"2026-05-19T05:34:25Z","type":"stable","version":"1.14.2"},{"url":"https://github.com/langgenius/dify/releases/tag/1.14.1","date":"2026-05-12T08:19:23Z","type":"stable","version":"1.14.1"},{"url":"https://github.com/langgenius/dify/releases/tag/1.14.0","date":"2026-04-29T04:06:08Z","type":"stable","version":"1.14.0"},{"url":"https://github.com/langgenius/dify/releases/tag/1.13.3","date":"2026-03-27T08:46:46Z","type":"stable","version":"1.13.3"},{"url":"https://github.com/langgenius/dify/releases/tag/1.13.2","date":"2026-03-18T14:20:55Z","type":"stable","version":"1.13.2"},{"url":"https://github.com/langgenius/dify/releases/tag/1.13.1","date":"2026-03-17T10:43:40Z","type":"stable","version":"1.13.1"},{"url":"https://github.com/langgenius/dify/releases/tag/1.14.0-rc1","date":"2026-02-14T09:28:47Z","type":"prerelease","version":"1.14.0-rc1"},{"url":"https://github.com/langgenius/dify/releases/tag/1.13.0","date":"2026-02-11T09:24:39Z","type":"stable","version":"1.13.0"},{"url":"https://github.com/langgenius/dify/releases/tag/1.12.1","date":"2026-02-04T12:15:15Z","type":"stable","version":"1.12.1"},{"url":"https://github.com/langgenius/dify/releases/tag/1.12.0","date":"2026-02-03T14:38:13Z","type":"stable","version":"1.12.0"},{"url":"https://github.com/langgenius/dify/releases/tag/1.11.4","date":"2026-01-15T07:15:40Z","type":"stable","version":"1.11.4"},{"url":"https://github.com/langgenius/dify/releases/tag/1.11.3","date":"2026-01-13T10:10:31Z","type":"stable","version":"1.11.3"},{"url":"https://github.com/langgenius/dify/releases/tag/1.11.2","date":"2025-12-25T08:40:33Z","type":"stable","version":"1.11.2"},{"url":"https://github.com/langgenius/dify/releases/tag/1.11.1","date":"2025-12-12T06:44:32Z","type":"stable","version":"1.11.1"},{"url":"https://github.com/langgenius/dify/releases/tag/1.11.0","date":"2025-12-11T09:23:25Z","type":"stable","version":"1.11.0"}]` | `[{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.11.5","date":"2026-08-25T15:35:11Z","type":"stable","version":"v1.11.5"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.11.4","date":"2026-08-19T00:01:21Z","type":"stable","version":"v1.11.4"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.11.3","date":"2026-08-11T23:14:46Z","type":"stable","version":"v1.11.3"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.11.2","date":"2026-08-04T17:30:50Z","type":"stable","version":"v1.11.2"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.11.1","date":"2026-07-28T21:44:22Z","type":"stable","version":"v1.11.1"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.10.3","date":"2026-07-23T16:08:25Z","type":"stable","version":"v1.10.3"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.11.0","date":"2026-07-23T01:58:39Z","type":"stable","version":"v1.11.0"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.10.2","date":"2026-07-07T20:40:40Z","type":"stable","version":"v1.10.2"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.10.1","date":"2026-06-23T23:49:37Z","type":"stable","version":"v1.10.1"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.10.0","date":"2026-06-09T18:47:59Z","type":"stable","version":"v1.10.0"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.9.6","date":"2026-06-02T16:34:50Z","type":"stable","version":"v1.9.6"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.9.5","date":"2026-05-29T14:25:27Z","type":"stable","version":"v1.9.5"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.9.4","date":"2026-05-26T19:18:19Z","type":"stable","version":"v1.9.4"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.9.3","date":"2026-05-15T18:25:04Z","type":"stable","version":"v1.9.3"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.9.2","date":"2026-05-01T18:57:37Z","type":"stable","version":"v1.9.2"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.9.1","date":"2026-04-24T00:34:31Z","type":"stable","version":"v1.9.1"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.9.0","date":"2026-04-14T22:39:46Z","type":"stable","version":"v1.9.0"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.8.4","date":"2026-04-07T16:26:21Z","type":"stable","version":"v1.8.4"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.8.3","date":"2026-03-26T18:29:48Z","type":"stable","version":"v1.8.3"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.8.2","date":"2026-03-20T16:44:40Z","type":"stable","version":"v1.8.2"}]` |
| reliability.status_page | yes | - |
| security.gdpr | yes | - |
| security.iso27001 | yes | - |
| security.soc2 | yes | - |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=npm&package_name=dify-client&per_page=100","last_12m":0,"max_severity":null}` | `{"count":33,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=langflow&per_page=100","last_12m":26,"max_severity":"CRITICAL"}` |

*Source: Vioscale. Generated 2026-09-01T16:42:43.186Z. "-" = undocumented, not absent.*