# dify vs ECC

| Attribute | dify | ECC |
|---|---|---|
| **Vioscale score** | 63.4 (75% (high)) | 62.5 (77% (high)) |
| activity.commits_last_30d | 100 | 100 |
| adoption.dependent_repos | 8 | 0 |
| adoption.github_stars | 153,587 | 243,435 |
| 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":"ECC is a performance optimization system designed to enhance the capabilities of AI-assisted coding tools. It operates as an integrated layer that adds functionality to AI code editors like Claude Code and Cursor.","source":"https://ecc.tools","question":"What is ECC?","confidence":0.9},{"answer":"ECC is designed to work with Claude Code, Codex, Opencode, and Cursor. It functions as a performance enhancement layer across these AI-assisted development platforms.","source":"https://ecc.tools","question":"Which development tools does ECC support?","confidence":0.95},{"answer":"ECC follows a commercial licensing model, meaning it is a paid product rather than open source or free. Detailed pricing information is available on the ECC website.","source":"https://ecc.tools","question":"What is ECC's pricing model?","confidence":0.9},{"answer":"ECC provides skills management, instinct-based functionality, memory features, security measures, and research-focused development approaches. These capabilities are combined to optimize performance in AI-assisted coding environments.","source":"https://ecc.tools","question":"What core capabilities does ECC offer?","confidence":0.9},{"answer":"No, ECC operates under a commercial pricing model and requires paid licensing. Prospective users can find specific pricing and licensing details on the official ECC website.","source":"https://ecc.tools","question":"Is ECC a free product?","confidence":0.85},{"answer":"ECC is designed for software developers and engineers using AI-assisted coding tools such as Claude Code and Cursor. It is relevant for those seeking to optimize and enhance their AI-assisted development workflows.","source":"https://ecc.tools","question":"Who should use ECC?","confidence":0.75}]` |
| deployment.options | `{"cloud":true,"self_hosted":true}` | `{"cloud":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. | 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. |
| 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}` | - |
| integrations.count | 7 | 7 |
| integrations.list | `[{"name":"OpenAI"},{"name":"Anthropic"},{"name":"Gemini"},{"name":"xAI"},{"name":"DeepSeek"},{"name":"Tongyi"},{"name":"MCP"}]` | `[{"name":"Claude Code"},{"name":"Codex"},{"name":"Cursor"},{"name":"OpenCode"},{"name":"GitHub"},{"name":"Anthropic Claude API"},{"name":"Cloudflare"}]` |
| language.primary | TypeScript | JavaScript |
| license.spdx | - | MIT |
| market.availability | `{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"cli":true,"web":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":"subscription","plans":[{"free":true,"name":"Free","summary":"Free forever for public repos","features":["Public repo analysis","Issue-comment triggered PRs","Core and developer install profiles","Community support","Open source toolkit"],"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"Public repo analysis with community support","contactSales":false,"includedLimits":{"commits":"200/run","analyses":"10/month"}},{"free":false,"name":"Pro","summary":"$19/seat/mo or $190/seat/year, billed monthly or annually","features":["Private repo analysis","PR-triggered config audits","50 analyses per active seat per month","1,000 commits per run","AgentShield-backed scanning","Auto-triggers on large pushes and PRs","Security and research install profiles","Doctor, repair, and uninstall tools","Self-serve billing portal","Priority email support","Optional metered overage","Pooled seat-based usage"],"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 repo analysis, PR-triggered audits, and AgentShield automation","contactSales":false,"includedLimits":{"commits":"1000/run","analyses":"50/active developer seat"}},{"free":false,"name":"Enterprise","summary":"Custom pricing; contact sales for rollout and governance needs","features":["Unlimited analyses","5,000 commits per run","Private repo analysis","PR-triggered config audits","AgentShield-backed scanning","SSO-ready governance and audit logs","Custom rules and policy packs","Dedicated onboarding","Priority support with SLA","Org-wide rollout and procurement support"],"description":"Org-wide rollout with SSO, governance, custom rules, and dedicated support","contactSales":true,"includedLimits":{"commits":"5000/run","analyses":"Unlimited"}}],"summary":"Free for public repos; Pro from $19/seat/month or $190/year; Enterprise with custom pricing","currency":"USD","freeTier":true,"sourceUrl":"https://ecc.tools/pricing","retrievedAt":"2026-08-14T10:24:28.052Z","startingPrice":{"amount":19,"period":"month","currency":"USD"},"billingPeriods":["month","year"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | commercial | commercial |
| pricing.price_level | high | mid |
| pricing.starting_price | `{"amount":590,"currency":"USD"}` | - |
| pricing.transparent | yes | yes |
| release.cadence_days | 10 | 6 |
| 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/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"}]` |
| reliability.sla_pct | - | 99.9 |
| reliability.status_page | yes | 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":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}` |

*Source: Vioscale. Generated 2026-09-01T17:04:44.657Z. "-" = undocumented, not absent.*