# ECC vs langflow

| Attribute | ECC | langflow |
|---|---|---|
| **vioscaleAI score** | 62.4 (77% (high)) | 61.8 (79% (high)) |
| activity.commits_last_30d | 100 | 100 |
| adoption.dependent_repos | 0 | 11 |
| adoption.github_stars | 279,768 | 155,648 |
| content.faq | `[{"answer":"ECC analyzes repository history to generate reusable AI agent skills, commands, and security policies that work across Claude Code, Codex, Cursor, and OpenCode. AgentShield scans agent configurations to prevent unsafe patterns from spreading across teams. It is indexed under AI Tools.","source":"https://ecc.tools/pricing","question":"What is ECC?","confidence":0.6},{"answer":"ECC is open source, so it can be self-hosted and used at no licence cost. It is released under the MIT licence. A commercial or hosted edition starts at $19 per user per month. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://ecc.tools/pricing","question":"Is ECC free to use?","confidence":0.6},{"answer":"ECC supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://ecc.tools/pricing","question":"What platforms does ECC support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for ECC, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://ecc.tools/pricing","question":"Can ECC be self-hosted?","confidence":0.6},{"answer":"We have confirmed 7 integrations for ECC, including Claude Code, Codex, Cursor, OpenCode, GitHub, Anthropic Claude API and Cloudflare. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://ecc.tools/pricing","question":"What does ECC integrate with?","confidence":0.6},{"answer":"Yes. ECC is published under the MIT licence, a permissive licence that generally allows commercial use and modification. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/affaan-m/ECC","question":"Is ECC open source?","confidence":0.95},{"answer":"ECC is available worldwide. Its primary market is the United States.","source":"https://ecc.tools/pricing","question":"Where is ECC available?","confidence":0.5}]` | `[{"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,"self_hosted":true}` |
| description.long | A toolkit and GitHub App that establish a shared operating layer for coding agents, enabling unified skills, memory systems, planning tools, and security scanning across multiple IDEs and repository workflows. | 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 | - | `{"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 | 14 |
| integrations.list | `[{"name":"Claude Code"},{"name":"Codex"},{"name":"Cursor"},{"name":"OpenCode"},{"name":"GitHub"},{"name":"Anthropic Claude API"},{"name":"Cloudflare"},{"name":"Stripe","native":true,"category":"payments","direction":"outbound"},{"name":"Kimi Code","native":false,"category":"ide","direction":"bidirectional"},{"name":"Itô","native":false,"category":"compute","direction":"outbound"},{"name":"Atlas Cloud","native":false,"category":"cloud","direction":"outbound"}]` | `[{"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 | JavaScript | Python |
| license.spdx | MIT | MIT |
| market.availability | `{"primaryMarkets":["US"],"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":"hybrid","plans":[{"free":true,"name":"Free","summary":"Free for open-source and public repository analysis","features":["Public repository GitHub App analysis","Issue-comment triggered pull requests","MIT-licensed open-source toolkit","Community support","Skills, agents, hooks, and learning system"],"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"Open-source toolkit with GitHub App analysis for public repositories","contactSales":false,"includedLimits":{"analyses":"10/month","commits_per_run":"200"}},{"free":false,"name":"Pro","summary":"$19/seat/month or $190/seat/year; pooled usage with optional metered overage","features":["Private repository analysis and PR-triggered audits","AgentShield configuration and harness security scanning","Auto-triggers on large pushes and pull requests","Pooled usage across team seats","Optional metered overage for high-volume workspaces","Priority email support and Discord access","Self-serve billing portal with invoices and cancel-anytime option","Full open-source toolkit included"],"minSeats":1,"commitment":"monthly","components":[{"kind":"per_unit","unit":"seat","amount":19,"period":"month","currency":"USD"},{"kind":"per_unit","unit":"seat","amount":190,"period":"year","currency":"USD"}],"description":"Private repository analysis with PR-triggered automation and security scanning","contactSales":false,"includedLimits":{"analyses":"50/active_developer_seat","commits_per_run":"1000"}},{"free":false,"name":"Enterprise","summary":"Custom pricing based on rollout scope and organizational requirements","features":["Unlimited analyses","SSO-ready governance and audit logs","Custom rules and policy packs","Dedicated onboarding and SLA","Organization-wide rollout and procurement support"],"commitment":"annual","description":"Organization-wide deployment with governance, SSO, custom policies, and dedicated support","contactSales":true,"includedLimits":{"analyses":"unlimited","commits_per_run":"5000"}}],"summary":"Free for open-source; Pro from $19/seat/month for private repos; Enterprise custom pricing","currency":"USD","freeTier":true,"sourceUrl":"https://ecc.tools/pricing","retrievedAt":"2026-10-15T09:21:39.508Z","startingPrice":{"unit":"seat","amount":19,"period":"month","currency":"USD"},"billingPeriods":["month","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 | freemium | open_source |
| pricing.price_level | mid | free |
| pricing.starting_price | `{"amount":19,"currency":"USD"}` | - |
| pricing.transparent | yes | yes |
| release.cadence_days | 8 | 6 |
| release.history | `[{"url":"https://github.com/affaan-m/ECC/releases/tag/v2.2.3","date":"2026-10-01T23:00:36Z","type":"stable","version":"v2.2.3"},{"url":"https://github.com/affaan-m/ECC/releases/tag/v2.2.2","date":"2026-09-30T19:04:52Z","type":"stable","version":"v2.2.2"},{"url":"https://github.com/affaan-m/ECC/releases/tag/v2.2.1","date":"2026-09-08T17:52:08Z","type":"stable","version":"v2.2.1"},{"url":"https://github.com/affaan-m/ECC/releases/tag/v2.2.0","date":"2026-08-28T19:55:05Z","type":"stable","version":"v2.2.0"},{"url":"https://github.com/affaan-m/ECC/releases/tag/v2.1.0","date":"2026-07-27T18:10:46Z","type":"stable","version":"v2.1.0"},{"url":"https://github.com/affaan-m/ECC/releases/tag/v2.0.0","date":"2026-06-10T01:49:20Z","type":"stable","version":"v2.0.0"},{"url":"https://github.com/affaan-m/ECC/releases/tag/v2.0.0-rc.1","date":"2026-05-25T18:29:31Z","type":"prerelease","version":"v2.0.0-rc.1"},{"url":"https://github.com/affaan-m/ECC/releases/tag/v1.10.0","date":"2026-04-05T20:20:57Z","type":"stable","version":"v1.10.0"},{"url":"https://github.com/affaan-m/ECC/releases/tag/v1.9.0","date":"2026-03-21T00:29:53Z","type":"stable","version":"v1.9.0"},{"url":"https://github.com/affaan-m/ECC/releases/tag/v1.8.0","date":"2026-03-05T20:50:57Z","type":"stable","version":"v1.8.0"},{"url":"https://github.com/affaan-m/ECC/releases/tag/v1.7.0","date":"2026-02-27T14:06:50Z","type":"stable","version":"v1.7.0"},{"url":"https://github.com/affaan-m/ECC/releases/tag/v1.6.0","date":"2026-02-24T06:56:35Z","type":"stable","version":"v1.6.0"},{"url":"https://github.com/affaan-m/ECC/releases/tag/v1.5.0","date":"2026-02-11T10:07:45Z","type":"stable","version":"v1.5.0"},{"url":"https://github.com/affaan-m/ECC/releases/tag/v1.4.1","date":"2026-02-06T09:13:21Z","type":"stable","version":"v1.4.1"},{"url":"https://github.com/affaan-m/ECC/releases/tag/v1.4.0","date":"2026-02-06T07:40:35Z","type":"stable","version":"v1.4.0"},{"url":"https://github.com/affaan-m/ECC/releases/tag/v1.3.0","date":"2026-02-05T13:15:36Z","type":"stable","version":"v1.3.0"},{"url":"https://github.com/affaan-m/ECC/releases/tag/v1.2.0","date":"2026-02-01T11:51:06Z","type":"stable","version":"v1.2.0"},{"url":"https://github.com/affaan-m/ECC/releases/tag/v1.1.0","date":"2026-01-26T02:21:56Z","type":"stable","version":"v1.1.0"},{"url":"https://github.com/affaan-m/ECC/releases/tag/v1.0.0","date":"2026-01-22T12:17:08Z","type":"stable","version":"v1.0.0"}]` | `[{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.12.6","date":"2026-10-13T16:29:12Z","type":"stable","version":"v1.12.6"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.12.5","date":"2026-10-06T20:09:17Z","type":"stable","version":"v1.12.5"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.12.4","date":"2026-09-29T20:14:34Z","type":"stable","version":"v1.12.4"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.12.3","date":"2026-09-22T21:22:32Z","type":"stable","version":"v1.12.3"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.12.2","date":"2026-09-16T00:53:27Z","type":"stable","version":"v1.12.2"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.12.1","date":"2026-09-08T23:25:58Z","type":"stable","version":"v1.12.1"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.12.0","date":"2026-09-01T21:16:20Z","type":"stable","version":"v1.12.0"},{"url":"https://github.com/langflow-ai/langflow/releases/tag/v1.11.6","date":"2026-09-01T02:21:38Z","type":"stable","version":"v1.11.6"},{"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"}]` |
| reliability.sla_pct | 99.9 | - |
| reliability.status_page | yes | - |
| security.trust_center | https://ecc.tools/security | - |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Faffaan-m%2Fecc&per_page=100","last_12m":0,"max_severity":null}` | `{"count":47,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=langflow&per_page=100","last_12m":40,"max_severity":"CRITICAL"}` |

*Source: vioscaleAI. Generated 2026-10-16T20:12:41.665Z. "-" = undocumented, not absent.*