{"data":{"slug":"metaflow","name":"Metaflow","tagline":"","homepage":"https://metaflow.org","category":{"slug":"mlops-llmops","name":"MLOps & LLMOps Tools"},"vendor":null,"score":{"composite":56.6,"confidence":0.65,"confidenceBand":"medium","breakdown":{"capabilities":{"value":86.7,"weight":0.07,"present":true,"contribution":6.1},"repo_stars":{"value":75.7,"weight":0.026,"present":true,"contribution":2},"integrations":{"value":17.3,"weight":0.079,"present":true,"contribution":1.4},"dependent_projects":{"value":33.8,"weight":0.063,"present":true,"contribution":2.1},"dev_activity":{"value":36.1,"weight":0.094,"present":true,"contribution":3.4},"release_cadence":{"value":97.2,"weight":0.052,"present":true,"contribution":5.1},"security_posture":{"value":0,"weight":0.063,"present":false,"contribution":0},"package_downloads":{"value":68.7,"weight":0.136,"present":true,"contribution":9.3},"security_score":{"value":69,"weight":0.042,"present":true,"contribution":2.9},"community_qa_activity":{"value":0,"weight":0.063,"present":false,"contribution":0}},"computedAt":"2026-09-14T13:32:59.222Z","stale":false},"uri":"https://www.vioscale.ai/software/metaflow","aliases":["metaflow"],"status":"published","crawlStatus":"ok","indexStatus":"indexed","nextCrawlAt":"2026-09-28T13:32:59.406Z","categories":[{"slug":"mlops-llmops","name":"MLOps & LLMOps Tools","isPrimary":true}],"facts":{"license":[{"attribute":"license.spdx","value":"Apache-2.0","provenance":{"source":"https://github.com/Netflix/metaflow","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:40:19.672Z","confidence":0.95}}],"description":[{"attribute":"description.long","value":"An open-source tool that enables data scientists and engineers to move from local experimentation to scalable production systems, with features for tracking experiments, versioning data and models, and orchestrating compute across multiple cloud platforms or self-hosted infrastructure.","provenance":{"source":"https://metaflow.org","sourceType":"vioscale-crawler","retrievedAt":"2026-08-14T09:21:30.422Z","confidence":0.6}}],"platform":[{"attribute":"platform.support","value":{"cli":true},"provenance":{"source":"https://metaflow.org","sourceType":"vioscale-crawler","retrievedAt":"2026-08-14T09:21:30.422Z","confidence":0.6}}],"features":[{"attribute":"features.capabilities","value":{"role":"framework","managed_cloud":true,"self_hostable":true,"multi_provider":true,"vpc_deployment":true,"otel_compatible":true,"framework_agnostic":true,"experiment_tracking":true},"provenance":{"source":"https://metaflow.org","sourceType":"vioscale-crawler","retrievedAt":"2026-09-14T13:25:02.283Z","confidence":0.6}}],"integrations":[{"attribute":"integrations.count","value":3,"provenance":{"source":"https://metaflow.org","sourceType":"vioscale-crawler","retrievedAt":"2026-08-03T22:45:53.649Z","confidence":0.6}},{"attribute":"integrations.list","value":[{"name":"AWS"},{"name":"Azure"},{"name":"Google Cloud"},{"name":"IPython","native":true}],"provenance":{"source":"https://metaflow.org","sourceType":"vioscale-crawler","retrievedAt":"2026-09-14T13:25:02.283Z","confidence":0.6}}],"activity":[{"attribute":"activity.commits_last_30d","value":13,"provenance":{"source":"https://github.com/Netflix/metaflow/pulse","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:40:19.672Z","confidence":0.65}}],"adoption":[{"attribute":"adoption.github_stars","value":10261,"provenance":{"source":"https://github.com/Netflix/metaflow","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:40:19.672Z","confidence":0.9}},{"attribute":"adoption.package_downloads_weekly","value":193305,"provenance":{"source":"https://pypistats.org/packages/metaflow","sourceType":"vioscale-crawler","retrievedAt":"2026-08-03T22:41:29.749Z","confidence":0.85}},{"attribute":"adoption.dependent_repos","value":106,"provenance":{"source":"https://packages.ecosyste.ms/api/v1/packages/lookup?repository_url=https%3A%2F%2Fgithub.com%2FNetflix%2Fmetaflow","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:40:19.701Z","confidence":0.85}}],"deployment":[{"attribute":"deployment.options","value":{"cloud":true,"self_hosted":true},"provenance":{"source":"https://metaflow.org","sourceType":"vioscale-crawler","retrievedAt":"2026-09-14T13:25:02.283Z","confidence":0.6}}],"language":[{"attribute":"language.primary","value":"Python","provenance":{"source":"https://github.com/Netflix/metaflow","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:40:19.672Z","confidence":0.9}}],"pricing":[{"attribute":"pricing.free_tier","value":true,"provenance":{"source":"https://metaflow.org","sourceType":"vioscale-crawler","retrievedAt":"2026-08-14T09:21:30.422Z","confidence":0.6}},{"attribute":"pricing.model","value":"open_source","provenance":{"source":"https://metaflow.org","sourceType":"vioscale-crawler","retrievedAt":"2026-08-14T09:21:30.422Z","confidence":0.6}},{"attribute":"pricing.price_level","value":"free","provenance":{"source":"https://metaflow.org","sourceType":"vioscale-crawler","retrievedAt":"2026-08-14T09:21:30.422Z","confidence":0.6}},{"attribute":"pricing","value":{"type":"open_source","freeTier":true,"sourceUrl":"https://metaflow.org","retrievedAt":"2026-08-14T09:21:30.422Z"},"provenance":{"source":"https://metaflow.org","sourceType":"vioscale-crawler","retrievedAt":"2026-08-14T09:21:30.422Z","confidence":0.6}}],"reliability":[{"attribute":"reliability.status_page","value":true,"provenance":{"source":"https://metaflow.org/status","sourceType":"vioscale-crawler","retrievedAt":"2026-08-03T22:45:53.649Z","confidence":0.6}}],"market":[{"attribute":"market.availability","value":{"hqCountry":"US","primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]},"provenance":{"source":"https://metaflow.org","sourceType":"vioscale-crawler","retrievedAt":"2026-08-14T09:21:30.422Z","confidence":0.75}}],"release":[{"attribute":"release.cadence_days","value":5,"provenance":{"source":"https://github.com/Netflix/metaflow/releases","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:40:19.672Z","confidence":0.7}},{"attribute":"release.history","value":[{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.39","date":"2026-09-02T21:17:39Z","type":"stable","version":"2.19.39"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.38","date":"2026-08-18T00:34:39Z","type":"stable","version":"2.19.38"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.37","date":"2026-08-11T17:15:05Z","type":"stable","version":"2.19.37"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.36","date":"2026-08-05T18:15:13Z","type":"stable","version":"2.19.36"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.35","date":"2026-06-24T22:08:22Z","type":"stable","version":"2.19.35"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.34","date":"2026-06-18T12:37:53Z","type":"stable","version":"2.19.34"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.33","date":"2026-06-09T19:37:12Z","type":"stable","version":"2.19.33"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.32","date":"2026-06-03T21:24:38Z","type":"stable","version":"2.19.32"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.31","date":"2026-06-01T01:48:44Z","type":"stable","version":"2.19.31"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.30","date":"2026-05-29T08:38:51Z","type":"stable","version":"2.19.30"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.29","date":"2026-05-11T23:37:35Z","type":"stable","version":"2.19.29"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.28","date":"2026-05-07T16:37:54Z","type":"stable","version":"2.19.28"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.27","date":"2026-05-06T15:44:03Z","type":"stable","version":"2.19.27"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.26","date":"2026-05-05T19:10:56Z","type":"stable","version":"2.19.26"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.25","date":"2026-05-05T17:20:26Z","type":"stable","version":"2.19.25"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.24","date":"2026-05-01T18:36:35Z","type":"stable","version":"2.19.24"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.23","date":"2026-04-28T04:04:38Z","type":"stable","version":"2.19.23"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.22","date":"2026-03-20T21:38:19Z","type":"stable","version":"2.19.22"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.21","date":"2026-03-11T23:56:51Z","type":"stable","version":"2.19.21"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.20","date":"2026-02-26T20:51:42Z","type":"stable","version":"2.19.20"}],"provenance":{"source":"https://github.com/Netflix/metaflow/releases","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:40:19.672Z","confidence":0.7}}],"security":[{"attribute":"security.scorecard","value":6.9,"provenance":{"source":"https://api.securityscorecards.dev/projects/github.com/Netflix/metaflow","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:40:19.711Z","confidence":0.9}},{"attribute":"security.vulnerabilities","value":{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=metaflow&per_page=100","last_12m":0,"max_severity":null},"provenance":{"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=metaflow&per_page=100","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:40:19.720Z","confidence":0.9}}],"content":[{"attribute":"content.faq","value":[{"answer":"An open-source tool that enables data scientists and engineers to move from local experimentation to scalable production systems, with features for tracking experiments, versioning data and models, and orchestrating compute across multiple cloud platforms or self-hosted infrastructure. It is indexed under MLOps & LLMOps Tools.","source":"https://metaflow.org","question":"What is Metaflow?","confidence":0.6},{"answer":"Metaflow is open source, so it can be self-hosted and used at no licence cost. It is released under the Apache-2.0 licence. Pricing changes often, so verify at source before relying on it.","source":"https://metaflow.org","question":"Is Metaflow free to use?","confidence":0.6},{"answer":"Metaflow supports a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://metaflow.org","question":"What platforms does Metaflow support?","confidence":0.6},{"answer":"Yes. Metaflow can be deployed cloud / SaaS, on-premise and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://metaflow.org","question":"Can Metaflow be self-hosted?","confidence":0.6},{"answer":"We have confirmed 3 integrations for Metaflow, including AWS, Azure and Google Cloud. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://metaflow.org","question":"What does Metaflow integrate with?","confidence":0.6},{"answer":"Yes. Metaflow 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/Netflix/metaflow","question":"Is Metaflow open source?","confidence":0.95},{"answer":"Metaflow is available worldwide. Its primary market is the United States. The vendor is headquartered in the United States.","source":"https://metaflow.org","question":"Where is Metaflow available?","confidence":0.75}],"provenance":{"source":"https://metaflow.org","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T10:20:55.283Z","confidence":0.67142856}}]},"factList":[{"attribute":"license.spdx","value":"Apache-2.0","provenance":{"source":"https://github.com/Netflix/metaflow","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:40:19.672Z","confidence":0.95}},{"attribute":"description.long","value":"An open-source tool that enables data scientists and engineers to move from local experimentation to scalable production systems, with features for tracking experiments, versioning data and models, and orchestrating compute across multiple cloud platforms or self-hosted infrastructure.","provenance":{"source":"https://metaflow.org","sourceType":"vioscale-crawler","retrievedAt":"2026-08-14T09:21:30.422Z","confidence":0.6}},{"attribute":"platform.support","value":{"cli":true},"provenance":{"source":"https://metaflow.org","sourceType":"vioscale-crawler","retrievedAt":"2026-08-14T09:21:30.422Z","confidence":0.6}},{"attribute":"features.capabilities","value":{"role":"framework","managed_cloud":true,"self_hostable":true,"multi_provider":true,"vpc_deployment":true,"otel_compatible":true,"framework_agnostic":true,"experiment_tracking":true},"provenance":{"source":"https://metaflow.org","sourceType":"vioscale-crawler","retrievedAt":"2026-09-14T13:25:02.283Z","confidence":0.6}},{"attribute":"integrations.count","value":3,"provenance":{"source":"https://metaflow.org","sourceType":"vioscale-crawler","retrievedAt":"2026-08-03T22:45:53.649Z","confidence":0.6}},{"attribute":"integrations.list","value":[{"name":"AWS"},{"name":"Azure"},{"name":"Google Cloud"},{"name":"IPython","native":true}],"provenance":{"source":"https://metaflow.org","sourceType":"vioscale-crawler","retrievedAt":"2026-09-14T13:25:02.283Z","confidence":0.6}},{"attribute":"activity.commits_last_30d","value":13,"provenance":{"source":"https://github.com/Netflix/metaflow/pulse","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:40:19.672Z","confidence":0.65}},{"attribute":"adoption.github_stars","value":10261,"provenance":{"source":"https://github.com/Netflix/metaflow","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:40:19.672Z","confidence":0.9}},{"attribute":"adoption.package_downloads_weekly","value":193305,"provenance":{"source":"https://pypistats.org/packages/metaflow","sourceType":"vioscale-crawler","retrievedAt":"2026-08-03T22:41:29.749Z","confidence":0.85}},{"attribute":"deployment.options","value":{"cloud":true,"self_hosted":true},"provenance":{"source":"https://metaflow.org","sourceType":"vioscale-crawler","retrievedAt":"2026-09-14T13:25:02.283Z","confidence":0.6}},{"attribute":"language.primary","value":"Python","provenance":{"source":"https://github.com/Netflix/metaflow","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:40:19.672Z","confidence":0.9}},{"attribute":"pricing.free_tier","value":true,"provenance":{"source":"https://metaflow.org","sourceType":"vioscale-crawler","retrievedAt":"2026-08-14T09:21:30.422Z","confidence":0.6}},{"attribute":"pricing.model","value":"open_source","provenance":{"source":"https://metaflow.org","sourceType":"vioscale-crawler","retrievedAt":"2026-08-14T09:21:30.422Z","confidence":0.6}},{"attribute":"pricing.price_level","value":"free","provenance":{"source":"https://metaflow.org","sourceType":"vioscale-crawler","retrievedAt":"2026-08-14T09:21:30.422Z","confidence":0.6}},{"attribute":"reliability.status_page","value":true,"provenance":{"source":"https://metaflow.org/status","sourceType":"vioscale-crawler","retrievedAt":"2026-08-03T22:45:53.649Z","confidence":0.6}},{"attribute":"market.availability","value":{"hqCountry":"US","primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]},"provenance":{"source":"https://metaflow.org","sourceType":"vioscale-crawler","retrievedAt":"2026-08-14T09:21:30.422Z","confidence":0.75}},{"attribute":"pricing","value":{"type":"open_source","freeTier":true,"sourceUrl":"https://metaflow.org","retrievedAt":"2026-08-14T09:21:30.422Z"},"provenance":{"source":"https://metaflow.org","sourceType":"vioscale-crawler","retrievedAt":"2026-08-14T09:21:30.422Z","confidence":0.6}},{"attribute":"adoption.dependent_repos","value":106,"provenance":{"source":"https://packages.ecosyste.ms/api/v1/packages/lookup?repository_url=https%3A%2F%2Fgithub.com%2FNetflix%2Fmetaflow","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:40:19.701Z","confidence":0.85}},{"attribute":"release.cadence_days","value":5,"provenance":{"source":"https://github.com/Netflix/metaflow/releases","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:40:19.672Z","confidence":0.7}},{"attribute":"security.scorecard","value":6.9,"provenance":{"source":"https://api.securityscorecards.dev/projects/github.com/Netflix/metaflow","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:40:19.711Z","confidence":0.9}},{"attribute":"security.vulnerabilities","value":{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=metaflow&per_page=100","last_12m":0,"max_severity":null},"provenance":{"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=metaflow&per_page=100","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:40:19.720Z","confidence":0.9}},{"attribute":"content.faq","value":[{"answer":"An open-source tool that enables data scientists and engineers to move from local experimentation to scalable production systems, with features for tracking experiments, versioning data and models, and orchestrating compute across multiple cloud platforms or self-hosted infrastructure. It is indexed under MLOps & LLMOps Tools.","source":"https://metaflow.org","question":"What is Metaflow?","confidence":0.6},{"answer":"Metaflow is open source, so it can be self-hosted and used at no licence cost. It is released under the Apache-2.0 licence. Pricing changes often, so verify at source before relying on it.","source":"https://metaflow.org","question":"Is Metaflow free to use?","confidence":0.6},{"answer":"Metaflow supports a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://metaflow.org","question":"What platforms does Metaflow support?","confidence":0.6},{"answer":"Yes. Metaflow can be deployed cloud / SaaS, on-premise and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://metaflow.org","question":"Can Metaflow be self-hosted?","confidence":0.6},{"answer":"We have confirmed 3 integrations for Metaflow, including AWS, Azure and Google Cloud. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://metaflow.org","question":"What does Metaflow integrate with?","confidence":0.6},{"answer":"Yes. Metaflow 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/Netflix/metaflow","question":"Is Metaflow open source?","confidence":0.95},{"answer":"Metaflow is available worldwide. Its primary market is the United States. The vendor is headquartered in the United States.","source":"https://metaflow.org","question":"Where is Metaflow available?","confidence":0.75}],"provenance":{"source":"https://metaflow.org","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T10:20:55.283Z","confidence":0.67142856}},{"attribute":"release.history","value":[{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.39","date":"2026-09-02T21:17:39Z","type":"stable","version":"2.19.39"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.38","date":"2026-08-18T00:34:39Z","type":"stable","version":"2.19.38"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.37","date":"2026-08-11T17:15:05Z","type":"stable","version":"2.19.37"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.36","date":"2026-08-05T18:15:13Z","type":"stable","version":"2.19.36"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.35","date":"2026-06-24T22:08:22Z","type":"stable","version":"2.19.35"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.34","date":"2026-06-18T12:37:53Z","type":"stable","version":"2.19.34"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.33","date":"2026-06-09T19:37:12Z","type":"stable","version":"2.19.33"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.32","date":"2026-06-03T21:24:38Z","type":"stable","version":"2.19.32"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.31","date":"2026-06-01T01:48:44Z","type":"stable","version":"2.19.31"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.30","date":"2026-05-29T08:38:51Z","type":"stable","version":"2.19.30"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.29","date":"2026-05-11T23:37:35Z","type":"stable","version":"2.19.29"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.28","date":"2026-05-07T16:37:54Z","type":"stable","version":"2.19.28"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.27","date":"2026-05-06T15:44:03Z","type":"stable","version":"2.19.27"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.26","date":"2026-05-05T19:10:56Z","type":"stable","version":"2.19.26"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.25","date":"2026-05-05T17:20:26Z","type":"stable","version":"2.19.25"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.24","date":"2026-05-01T18:36:35Z","type":"stable","version":"2.19.24"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.23","date":"2026-04-28T04:04:38Z","type":"stable","version":"2.19.23"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.22","date":"2026-03-20T21:38:19Z","type":"stable","version":"2.19.22"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.21","date":"2026-03-11T23:56:51Z","type":"stable","version":"2.19.21"},{"url":"https://github.com/Netflix/metaflow/releases/tag/2.19.20","date":"2026-02-26T20:51:42Z","type":"stable","version":"2.19.20"}],"provenance":{"source":"https://github.com/Netflix/metaflow/releases","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T17:40:19.672Z","confidence":0.7}}],"faq":[{"answer":"An open-source tool that enables data scientists and engineers to move from local experimentation to scalable production systems, with features for tracking experiments, versioning data and models, and orchestrating compute across multiple cloud platforms or self-hosted infrastructure. It is indexed under MLOps & LLMOps Tools.","source":"https://metaflow.org","question":"What is Metaflow?","confidence":0.6},{"answer":"Metaflow is open source, so it can be self-hosted and used at no licence cost. It is released under the Apache-2.0 licence. Pricing changes often, so verify at source before relying on it.","source":"https://metaflow.org","question":"Is Metaflow free to use?","confidence":0.6},{"answer":"Metaflow supports a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://metaflow.org","question":"What platforms does Metaflow support?","confidence":0.6},{"answer":"Yes. Metaflow can be deployed cloud / SaaS, on-premise and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://metaflow.org","question":"Can Metaflow be self-hosted?","confidence":0.6},{"answer":"We have confirmed 3 integrations for Metaflow, including AWS, Azure and Google Cloud. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://metaflow.org","question":"What does Metaflow integrate with?","confidence":0.6},{"answer":"Yes. Metaflow 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/Netflix/metaflow","question":"Is Metaflow open source?","confidence":0.95},{"answer":"Metaflow is available worldwide. Its primary market is the United States. The vendor is headquartered in the United States.","source":"https://metaflow.org","question":"Where is Metaflow available?","confidence":0.75}],"faqSource":"generated","market":{"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[],"primaryMarkets":["US"],"hqCountry":"US"},"releaseHistory":[{"version":"2.19.39","date":"2026-09-02T21:17:39Z","url":"https://github.com/Netflix/metaflow/releases/tag/2.19.39","type":"stable"},{"version":"2.19.38","date":"2026-08-18T00:34:39Z","url":"https://github.com/Netflix/metaflow/releases/tag/2.19.38","type":"stable"},{"version":"2.19.37","date":"2026-08-11T17:15:05Z","url":"https://github.com/Netflix/metaflow/releases/tag/2.19.37","type":"stable"},{"version":"2.19.36","date":"2026-08-05T18:15:13Z","url":"https://github.com/Netflix/metaflow/releases/tag/2.19.36","type":"stable"},{"version":"2.19.35","date":"2026-06-24T22:08:22Z","url":"https://github.com/Netflix/metaflow/releases/tag/2.19.35","type":"stable"},{"version":"2.19.34","date":"2026-06-18T12:37:53Z","url":"https://github.com/Netflix/metaflow/releases/tag/2.19.34","type":"stable"},{"version":"2.19.33","date":"2026-06-09T19:37:12Z","url":"https://github.com/Netflix/metaflow/releases/tag/2.19.33","type":"stable"},{"version":"2.19.32","date":"2026-06-03T21:24:38Z","url":"https://github.com/Netflix/metaflow/releases/tag/2.19.32","type":"stable"},{"version":"2.19.31","date":"2026-06-01T01:48:44Z","url":"https://github.com/Netflix/metaflow/releases/tag/2.19.31","type":"stable"},{"version":"2.19.30","date":"2026-05-29T08:38:51Z","url":"https://github.com/Netflix/metaflow/releases/tag/2.19.30","type":"stable"},{"version":"2.19.29","date":"2026-05-11T23:37:35Z","url":"https://github.com/Netflix/metaflow/releases/tag/2.19.29","type":"stable"},{"version":"2.19.28","date":"2026-05-07T16:37:54Z","url":"https://github.com/Netflix/metaflow/releases/tag/2.19.28","type":"stable"},{"version":"2.19.27","date":"2026-05-06T15:44:03Z","url":"https://github.com/Netflix/metaflow/releases/tag/2.19.27","type":"stable"},{"version":"2.19.26","date":"2026-05-05T19:10:56Z","url":"https://github.com/Netflix/metaflow/releases/tag/2.19.26","type":"stable"},{"version":"2.19.25","date":"2026-05-05T17:20:26Z","url":"https://github.com/Netflix/metaflow/releases/tag/2.19.25","type":"stable"},{"version":"2.19.24","date":"2026-05-01T18:36:35Z","url":"https://github.com/Netflix/metaflow/releases/tag/2.19.24","type":"stable"},{"version":"2.19.23","date":"2026-04-28T04:04:38Z","url":"https://github.com/Netflix/metaflow/releases/tag/2.19.23","type":"stable"},{"version":"2.19.22","date":"2026-03-20T21:38:19Z","url":"https://github.com/Netflix/metaflow/releases/tag/2.19.22","type":"stable"},{"version":"2.19.21","date":"2026-03-11T23:56:51Z","url":"https://github.com/Netflix/metaflow/releases/tag/2.19.21","type":"stable"},{"version":"2.19.20","date":"2026-02-26T20:51:42Z","url":"https://github.com/Netflix/metaflow/releases/tag/2.19.20","type":"stable"}],"integrations":[{"name":"AWS"},{"name":"Azure"},{"name":"Google Cloud"},{"name":"IPython","native":true}],"vulnerabilities":{"count":0,"last12m":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=metaflow&per_page=100"},"claimed":false,"updatedAt":"2026-09-14T13:32:59.406Z","formats":{"json":"https://www.vioscale.ai/api/v1/software/metaflow","markdown":"https://www.vioscale.ai/software/metaflow.md","html":"https://www.vioscale.ai/software/metaflow"}},"meta":{"source":"https://www.vioscale.ai","license":"CC-BY-4.0","generatedAt":"2026-09-21T02:33:31.363Z","disclaimer":"Independent, evidence-based. Every fact carries provenance."}}