# ECC vs open-webui

| Attribute | ECC | open-webui |
|---|---|---|
| **Vioscale score** | 62.5 (77% (high)) | 58.4 (64% (medium)) |
| activity.commits_last_30d | 100 | 100 |
| adoption.dependent_repos | 0 | 0 |
| adoption.github_stars | 243,435 | 150,014 |
| content.faq | `[{"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}]` | `[{"answer":"Open-webui is a self-hosted AI platform that connects to various language models—whether running locally or hosted in the cloud—through a unified interface. It emphasizes data ownership, allowing you to run AI workloads on your own infrastructure rather than relying on external services.","source":"https://openwebui.com","question":"What is Open-webui and what does it do?","confidence":0.95},{"answer":"The open-source version is free to use and self-host. An enterprise tier is available for organizations in regulated industries that require advanced features like single sign-on and audit logging; pricing for this tier is available through sales.","source":"https://openwebui.com","question":"How much does Open-webui cost?","confidence":0.95},{"answer":"Open-webui supports multiple model providers including Ollama for local models, OpenAI, and Anthropic. This allows you to choose local or cloud-based models depending on your requirements and privacy needs.","source":"https://openwebui.com","question":"Which AI models can I connect to Open-webui?","confidence":0.8},{"answer":"Open-webui supports multiple deployment options including self-hosted on your own servers, on-premises, air-gapped (offline), and hybrid setups. Installation takes approximately 60 seconds using either pip or Docker.","source":"https://openwebui.com","question":"How can I deploy Open-webui?","confidence":0.95},{"answer":"The platform includes voice and vision support, text generation, retrieval-augmented generation (RAG), and search capabilities. You can extend functionality using Python and access community-contributed models and tools.","source":"https://openwebui.com","question":"What are the main capabilities of Open-webui?","confidence":0.9},{"answer":"The open-source version works for general deployments, but an enterprise tier is available for regulated industries, offering role-based access controls, single sign-on, audit logs, data residency controls, and air-gapped deployment options.","source":"https://openwebui.com","question":"Is Open-webui suitable for regulated or enterprise environments?","confidence":0.95},{"answer":"Yes, since Open-webui is self-hosted and runs on your own infrastructure, you maintain full ownership and control over your data rather than storing it with a third-party service.","source":"https://openwebui.com","question":"Can I maintain complete control over my data with Open-webui?","confidence":0.95},{"answer":"Open-webui offers both web and command-line interfaces, allowing you to interact with your AI models through your preferred method.","source":"https://openwebui.com","question":"What interfaces does Open-webui provide?","confidence":0.95}]` |
| deployment.options | `{"cloud":true}` | `{"cloud":true,"hybrid":true,"on_prem":true,"air_gapped":true,"self_hosted":true}` |
| description.long | 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. | An open-source interface that allows users to run AI models on their own hardware or cloud infrastructure, connect to various model providers, and extend functionality through Python scripting. It supports both individual and enterprise deployments with community-driven features and integrations. |
| integrations.count | 7 | 3 |
| integrations.list | `[{"name":"Claude Code"},{"name":"Codex"},{"name":"Cursor"},{"name":"OpenCode"},{"name":"GitHub"},{"name":"Anthropic Claude API"},{"name":"Cloudflare"}]` | `[{"name":"Ollama"},{"name":"OpenAI"},{"name":"Anthropic"}]` |
| language.primary | JavaScript | Python |
| license.spdx | MIT | - |
| market.availability | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"cli":true,"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"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"]}` | `{"type":"open_source","plans":[{"free":true,"name":"Open Source","summary":"Free, open-source","features":["Full AI stack","Connect any model","Voice, vision, retrieval, generation, search","Python extensions","Community models and tools","RAG and retrieval capabilities"],"description":"Self-hosted deployment. Install with pip or Docker in 60 seconds."},{"free":false,"name":"Enterprise","features":["SSO","RBAC","Audit logs","Data residency controls","On-premises deployment","Air-gapped deployment"],"description":"Enterprise-grade deployment for regulated industries","contactSales":true}],"summary":"Free open-source. Enterprise options available.","freeTier":true,"sourceUrl":"https://openwebui.com","retrievedAt":"2026-07-31T10:28:07.500Z"}` |
| pricing.free_tier | yes | yes |
| pricing.model | commercial | commercial |
| pricing.price_level | mid | free |
| pricing.transparent | yes | yes |
| release.cadence_days | 6 | 2 |
| release.history | `[{"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/open-webui/open-webui/releases/tag/v0.11.1","date":"2026-08-25T21:17:57Z","type":"stable","version":"v0.11.1"},{"url":"https://github.com/open-webui/open-webui/releases/tag/v0.11.0","date":"2026-07-27T09:30:15Z","type":"stable","version":"v0.11.0"},{"url":"https://github.com/open-webui/open-webui/releases/tag/v0.10.2","date":"2026-07-01T08:41:06Z","type":"stable","version":"v0.10.2"},{"url":"https://github.com/open-webui/open-webui/releases/tag/v0.10.1","date":"2026-06-29T19:38:44Z","type":"stable","version":"v0.10.1"},{"url":"https://github.com/open-webui/open-webui/releases/tag/v0.10.0","date":"2026-06-29T19:17:48Z","type":"stable","version":"v0.10.0"},{"url":"https://github.com/open-webui/open-webui/releases/tag/v0.9.6","date":"2026-06-01T21:57:03Z","type":"stable","version":"v0.9.6"},{"url":"https://github.com/open-webui/open-webui/releases/tag/v0.9.5","date":"2026-05-10T18:14:07Z","type":"stable","version":"v0.9.5"},{"url":"https://github.com/open-webui/open-webui/releases/tag/v0.9.4","date":"2026-05-09T07:50:17Z","type":"stable","version":"v0.9.4"},{"url":"https://github.com/open-webui/open-webui/releases/tag/v0.9.3","date":"2026-05-09T07:17:19Z","type":"stable","version":"v0.9.3"},{"url":"https://github.com/open-webui/open-webui/releases/tag/v0.9.2","date":"2026-04-24T09:56:14Z","type":"stable","version":"v0.9.2"},{"url":"https://github.com/open-webui/open-webui/releases/tag/v0.9.1","date":"2026-04-21T10:45:37Z","type":"stable","version":"v0.9.1"},{"url":"https://github.com/open-webui/open-webui/releases/tag/v0.9.0","date":"2026-04-21T07:56:15Z","type":"stable","version":"v0.9.0"},{"url":"https://github.com/open-webui/open-webui/releases/tag/v0.8.12","date":"2026-03-27T00:26:52Z","type":"stable","version":"v0.8.12"},{"url":"https://github.com/open-webui/open-webui/releases/tag/v0.8.11","date":"2026-03-25T22:50:09Z","type":"stable","version":"v0.8.11"},{"url":"https://github.com/open-webui/open-webui/releases/tag/v0.8.10","date":"2026-03-09T00:09:55Z","type":"stable","version":"v0.8.10"},{"url":"https://github.com/open-webui/open-webui/releases/tag/v0.8.9","date":"2026-03-08T02:56:32Z","type":"stable","version":"v0.8.9"},{"url":"https://github.com/open-webui/open-webui/releases/tag/v0.8.8","date":"2026-03-02T23:33:56Z","type":"stable","version":"v0.8.8"},{"url":"https://github.com/open-webui/open-webui/releases/tag/v0.8.7","date":"2026-03-02T01:14:18Z","type":"stable","version":"v0.8.7"},{"url":"https://github.com/open-webui/open-webui/releases/tag/v0.8.6","date":"2026-03-01T21:04:06Z","type":"stable","version":"v0.8.6"},{"url":"https://github.com/open-webui/open-webui/releases/tag/v0.8.5","date":"2026-02-23T09:26:34Z","type":"stable","version":"v0.8.5"}]` |
| reliability.sla_pct | 99.9 | - |
| reliability.status_page | yes | - |
| security.disclosure_policy | - | yes |
| 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":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Fopen-webui%2Fopen-webui&per_page=100","last_12m":0,"max_severity":null}` |

*Source: Vioscale. Generated 2026-09-01T16:06:05.968Z. "-" = undocumented, not absent.*