# Node-RED vs Prefect

**Leader by vioscaleAI score:** Prefect

| Attribute | Node-RED | Prefect |
|---|---|---|
| **vioscaleAI score** | 46 (12% (low)) | 70 (76% (high)) |
| activity.commits_last_30d | - | 98 |
| adoption.dependent_repos | - | 767 |
| adoption.github_stars | - | 23,966 |
| adoption.package_downloads_weekly | - | 2,710,819 |
| content.faq | `[{"answer":"Node-RED is a low-code development environment for creating event-driven applications. It enables users to build flows that collect, transform, and visualize data, suitable for applications ranging from home automation to large-scale industrial systems. It is indexed under Workflow Automation Software.","source":"https://nodered.org","question":"What is Node-RED?","confidence":0.6},{"answer":"Node-RED supports the web and Android. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://nodered.org","question":"What platforms does Node-RED support?","confidence":0.6},{"answer":"Yes. Node-RED can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://nodered.org","question":"Can Node-RED be self-hosted?","confidence":0.6}]` | `[{"answer":"A workflow orchestration platform where you define workflows as plain Python functions, and Prefect handles scheduling, retries, caching, and recovery automatically. You can run workflows on Prefect's managed cloud infrastructure or deploy workers to your own infrastructure. It is indexed under Data Engineering Tools.","source":"https://www.prefect.io/pricing","question":"What is Prefect?","confidence":0.6},{"answer":"Prefect is open source, so it can be self-hosted and used at no licence cost. It is released under the Apache-2.0 licence. A commercial or hosted edition starts at $100 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://www.prefect.io/pricing","question":"Is Prefect free to use?","confidence":0.6},{"answer":"Prefect supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://www.prefect.io/pricing","question":"What platforms does Prefect support?","confidence":0.6},{"answer":"Yes. Prefect can be deployed cloud / SaaS, hybrid and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://www.prefect.io/pricing","question":"Can Prefect be self-hosted?","confidence":0.6},{"answer":"We have confirmed 12 integrations for Prefect, including Pydantic AI, OpenAI, AWS Secrets Manager, HashiCorp Vault, dbt, Slack, Snowflake and Redis, plus 4 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.prefect.io/pricing","question":"What does Prefect integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, HIPAA and GDPR for Prefect. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Prefect not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.prefect.io/security","question":"What security certifications does Prefect have?","confidence":0.7},{"answer":"Yes. Prefect is published under the Apache-2.0 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/PrefectHQ/prefect","question":"Is Prefect open source?","confidence":0.95}]` |
| deployment.options | `{"cloud":true,"on_prem":true,"self_hosted":true}` | `{"cloud":true,"hybrid":true,"self_hosted":true}` |
| description.long | Node-RED enables users to create applications for processing and displaying streaming data through a visual, component-based interface. It supports a wide range of automation scenarios from personal projects to enterprise operations, accessible to users with varying technical backgrounds. | A Python-native workflow automation platform that handles scheduling, retries, caching, and recovery for data pipelines and AI agent workflows, with both cloud-managed and self-hosted execution options. |
| features.capabilities | - | `{"role":"orchestrator","lineage":true,"paradigm":"batch","dbt_native":true,"python_first":true,"managed_cloud":true,"connector_count":"Not specified","self_hosted_oss":true,"incremental_runs":true,"distributed_executor":true}` |
| integrations.count | 2 | 6 |
| integrations.list | `[{"name":"Arduino"},{"name":"MQTT"}]` | `[{"name":"Pydantic AI"},{"name":"OpenAI"},{"name":"AWS Secrets Manager"},{"name":"HashiCorp Vault"},{"name":"dbt"},{"name":"Slack","native":true,"category":"chat"},{"name":"Snowflake","native":true},{"name":"Redis","native":true},{"name":"Kubernetes","native":true},{"name":"Amazon ECS","native":true},{"name":"Docker","native":true},{"name":"Google Cloud Run","native":true},{"name":"GitHub","native":true},{"name":"AWS","native":true}]` |
| language.primary | - | Python |
| license.spdx | - | Apache-2.0 |
| market.availability | - | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true,"linux":true}` | `{"cli":true,"web":true}` |
| pricing | - | `{"type":"subscription","plans":[{"free":true,"name":"Hobby","features":["Workflow scheduling","Up to 5 deployments","500 minutes of Prefect Serverless","Workflow observability","Logging & alerting","7 days run retention"],"minSeats":2,"description":"Deploy workflows instantly. Scale when ready.","contactSales":false},{"free":false,"name":"Starter","features":["All Hobby features","Up to 20 deployments","75 hours of Prefect Serverless","Bring your own compute","Webhooks","1,250 API requests/min"],"minSeats":3,"components":[{"kind":"fixed","amount":100,"period":"month","currency":"USD"}],"contactSales":false},{"free":false,"name":"Team","features":["All Starter features","Up to 100 deployments","225 hours of Prefect Serverless","Service accounts","24 hour audit log"],"minSeats":4,"contactSales":false},{"free":false,"name":"Enterprise","features":["All Team features","SSO (SAML/OIDC)","RBAC + ACLs","Multiple workspaces","Directory Sync (SCIM)","IP allowlisting & PrivateLink","Unlimited deployments"],"minSeats":5,"contactSales":true}],"summary":"Free Hobby tier. Starter from $100/month. Team per-user monthly pricing. Enterprise custom quote.","currency":"USD","freeTier":true,"sourceUrl":"https://www.prefect.io/pricing","retrievedAt":"2026-10-05T11:05:17.530Z","startingPrice":{"amount":100,"period":"month","currency":"USD"},"billingPeriods":["month","year"]}` |
| pricing.free_tier | - | yes |
| pricing.model | - | freemium |
| pricing.price_level | - | high |
| pricing.starting_price | - | `{"amount":100,"currency":"USD"}` |
| pricing.transparent | - | yes |
| release.cadence_days | - | 1 |
| release.history | `[{"url":"https://github.com/node-red/node-red/releases/tag/5.0.7","date":"2026-09-08T13:35:43Z","type":"stable","version":"5.0.7"},{"url":"https://github.com/node-red/node-red/releases/tag/5.0.6","date":"2026-09-01T22:31:51Z","type":"stable","version":"5.0.6"},{"url":"https://github.com/node-red/node-red/releases/tag/5.0.5","date":"2026-09-01T14:12:59Z","type":"stable","version":"5.0.5"},{"url":"https://github.com/node-red/node-red/releases/tag/4.1.14","date":"2026-09-01T12:55:23Z","type":"stable","version":"4.1.14"},{"url":"https://github.com/node-red/node-red/releases/tag/5.0.4","date":"2026-07-30T21:50:35Z","type":"stable","version":"5.0.4"},{"url":"https://github.com/node-red/node-red/releases/tag/5.0.3","date":"2026-07-30T21:34:41Z","type":"stable","version":"5.0.3"},{"url":"https://github.com/node-red/node-red/releases/tag/5.0.2","date":"2026-07-30T08:56:10Z","type":"stable","version":"5.0.2"},{"url":"https://github.com/node-red/node-red/releases/tag/4.1.13","date":"2026-07-30T21:57:28Z","type":"stable","version":"4.1.13"},{"url":"https://github.com/node-red/node-red/releases/tag/4.1.12","date":"2026-07-30T09:29:14Z","type":"stable","version":"4.1.12"},{"url":"https://github.com/node-red/node-red/releases/tag/5.0.1","date":"2026-07-01T14:51:32Z","type":"stable","version":"5.0.1"},{"url":"https://github.com/node-red/node-red/releases/tag/5.0.0","date":"2026-06-09T09:06:58Z","type":"stable","version":"5.0.0"},{"url":"https://github.com/node-red/node-red/releases/tag/4.1.11","date":"2026-06-04T09:52:07Z","type":"stable","version":"4.1.11"},{"url":"https://github.com/node-red/node-red/releases/tag/4.1.10","date":"2026-05-08T12:40:05Z","type":"stable","version":"4.1.10"},{"url":"https://github.com/node-red/node-red/releases/tag/4.1.9","date":"2026-05-06T10:14:39Z","type":"stable","version":"4.1.9"},{"url":"https://github.com/node-red/node-red/releases/tag/5.0.0-beta.6","date":"2026-04-30T15:48:16Z","type":"prerelease","version":"5.0.0-beta.6"},{"url":"https://github.com/node-red/node-red/releases/tag/5.0.0-beta.5","date":"2026-04-16T15:25:57Z","type":"prerelease","version":"5.0.0-beta.5"},{"url":"https://github.com/node-red/node-red/releases/tag/4.1.8","date":"2026-03-24T11:35:37Z","type":"stable","version":"4.1.8"},{"url":"https://github.com/node-red/node-red/releases/tag/5.0.0-beta.4","date":"2026-03-17T13:02:30Z","type":"prerelease","version":"5.0.0-beta.4"},{"url":"https://github.com/node-red/node-red/releases/tag/4.1.7","date":"2026-03-06T12:59:58Z","type":"stable","version":"4.1.7"},{"url":"https://github.com/node-red/node-red/releases/tag/5.0.0-beta.3","date":"2026-03-05T11:05:15Z","type":"prerelease","version":"5.0.0-beta.3"}]` | `[{"url":"https://github.com/PrefectHQ/prefect/releases/tag/3.8.8.dev3","date":"2026-10-02T08:19:49Z","type":"prerelease","version":"3.8.8.dev3"},{"url":"https://github.com/PrefectHQ/prefect/releases/tag/3.8.8.dev2","date":"2026-10-01T08:21:27Z","type":"prerelease","version":"3.8.8.dev2"},{"url":"https://github.com/PrefectHQ/prefect/releases/tag/3.8.8.dev1","date":"2026-09-30T08:20:43Z","type":"prerelease","version":"3.8.8.dev1"},{"url":"https://github.com/PrefectHQ/prefect/releases/tag/3.8.7","date":"2026-09-26T23:41:44Z","type":"stable","version":"3.8.7"},{"url":"https://github.com/PrefectHQ/prefect/releases/tag/3.8.7.dev7","date":"2026-09-26T08:18:02Z","type":"prerelease","version":"3.8.7.dev7"},{"url":"https://github.com/PrefectHQ/prefect/releases/tag/3.8.7.dev6","date":"2026-09-23T08:19:42Z","type":"prerelease","version":"3.8.7.dev6"},{"url":"https://github.com/PrefectHQ/prefect/releases/tag/3.8.7.dev5","date":"2026-09-22T08:19:45Z","type":"prerelease","version":"3.8.7.dev5"},{"url":"https://github.com/PrefectHQ/prefect/releases/tag/3.8.7.dev4","date":"2026-09-19T08:16:49Z","type":"prerelease","version":"3.8.7.dev4"},{"url":"https://github.com/PrefectHQ/prefect/releases/tag/3.8.7.dev3","date":"2026-09-18T08:18:58Z","type":"prerelease","version":"3.8.7.dev3"},{"url":"https://github.com/PrefectHQ/prefect/releases/tag/3.8.7.dev2","date":"2026-09-16T08:19:54Z","type":"prerelease","version":"3.8.7.dev2"},{"url":"https://github.com/PrefectHQ/prefect/releases/tag/3.8.7.dev1","date":"2026-09-15T08:20:02Z","type":"prerelease","version":"3.8.7.dev1"},{"url":"https://github.com/PrefectHQ/prefect/releases/tag/3.8.6","date":"2026-09-14T14:18:53Z","type":"stable","version":"3.8.6"},{"url":"https://github.com/PrefectHQ/prefect/releases/tag/3.8.6.dev5","date":"2026-09-12T08:16:39Z","type":"prerelease","version":"3.8.6.dev5"},{"url":"https://github.com/PrefectHQ/prefect/releases/tag/3.8.6.dev4","date":"2026-09-11T08:19:03Z","type":"prerelease","version":"3.8.6.dev4"},{"url":"https://github.com/PrefectHQ/prefect/releases/tag/3.8.6.dev3","date":"2026-09-10T08:19:23Z","type":"prerelease","version":"3.8.6.dev3"},{"url":"https://github.com/PrefectHQ/prefect/releases/tag/3.8.6.dev2","date":"2026-09-09T08:19:24Z","type":"prerelease","version":"3.8.6.dev2"},{"url":"https://github.com/PrefectHQ/prefect/releases/tag/3.8.6.dev1","date":"2026-09-05T08:16:23Z","type":"prerelease","version":"3.8.6.dev1"},{"url":"https://github.com/PrefectHQ/prefect/releases/tag/3.8.5","date":"2026-09-03T21:25:46Z","type":"stable","version":"3.8.5"},{"url":"https://github.com/PrefectHQ/prefect/releases/tag/3.8.5.dev6","date":"2026-09-03T08:19:56Z","type":"prerelease","version":"3.8.5.dev6"},{"url":"https://github.com/PrefectHQ/prefect/releases/tag/2.20.26","date":"2026-09-02T18:17:41Z","type":"stable","version":"2.20.26"}]` |
| reliability.sla_pct | - | 99.9 |
| reliability.status_page | yes | yes |
| security.certifications | - | `[{"name":"SOC 2 Type II","status":"active"}]` |
| security.disclosure_policy | - | yes |
| security.gdpr | - | yes |
| security.hipaa | - | yes |
| security.scorecard | - | 6.9 |
| security.soc2 | - | yes |
| security.trust_center | - | https://www.prefect.io/security |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=npm&package_name=%40node-red%2Fnodes&per_page=100","last_12m":0,"max_severity":null}` | `{"count":8,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=prefect&per_page=100","last_12m":6,"max_severity":"HIGH"}` |

*Source: vioscaleAI. Generated 2026-10-17T02:41:57.223Z. "-" = undocumented, not absent.*