{"data":{"entities":[{"slug":"manycam","name":"ManyCam","tagline":"Software that enhances live video quality for remote communication and content streaming","homepage":"https://manycam.com","category":{"slug":"webcam-streaming-tools","name":"Webcam Streaming Tools"},"vendor":null,"score":{"composite":50.2,"confidence":0.09,"confidenceBand":"low","breakdown":{"price_level":{"value":0,"weight":0.052,"present":false,"contribution":0},"reliability":{"value":0,"weight":0.063,"present":false,"contribution":0},"capabilities":{"value":74.7,"weight":0.04,"present":true,"contribution":3},"integrations":{"value":31,"weight":0.048,"present":true,"contribution":1.5},"security_posture":{"value":5,"weight":0.063,"present":false,"contribution":0},"pricing_transparency":{"value":0,"weight":0.084,"present":false,"contribution":0}},"computedAt":"2026-09-01T22:32:14.633Z","stale":false},"uri":"https://www.vioscale.ai/software/manycam","aliases":["manycam"],"status":"published","crawlStatus":"ok","indexStatus":"indexed","nextCrawlAt":"2026-09-14T14:02:33.165Z","categories":[{"slug":"webcam-streaming-tools","name":"Webcam Streaming Tools","isPrimary":true}],"facts":{"pricing":[{"attribute":"pricing.model","value":"commercial","provenance":{"source":"https://manycam.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:30:27.707Z","confidence":0.7}}],"description":[{"attribute":"description.long","value":"Desktop software that acts as a virtual camera driver, allowing users to add professional effects like background removal, multi-source switching, and picture-in-picture overlays to video conferences and live streams across multiple platforms.","provenance":{"source":"https://manycam.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:58:28.465Z","confidence":0.6}}],"features":[{"attribute":"features.capabilities","value":{"architecture_model":"desktop_local_application","video_recording_to_local_mp4_disk":true,"multi_camera_switching_and_scene_management":true,"presentation_slide_overlay_picture_in_picture":true,"virtual_camera_driver_output_for_zoom_teams_meet":true,"ai_background_removal_and_blur_without_green_screen":true},"provenance":{"source":"https://manycam.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:58:28.465Z","confidence":0.6}}],"integrations":[{"attribute":"integrations.count","value":11,"provenance":{"source":"https://manycam.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:58:28.465Z","confidence":0.6}},{"attribute":"integrations.list","value":[{"name":"Zoom","native":true,"category":"video conferencing","direction":"bidirectional"},{"name":"Webex","native":true,"category":"video conferencing","direction":"bidirectional"},{"name":"Microsoft Teams","native":true,"category":"video conferencing","direction":"bidirectional"},{"name":"Google Meet","native":true,"category":"video conferencing","direction":"bidirectional"},{"name":"Skype","native":true,"category":"video conferencing","direction":"bidirectional"},{"name":"Blackboard","native":true,"category":"video conferencing","direction":"bidirectional"},{"name":"Adobe Connect","native":true,"category":"video conferencing","direction":"bidirectional"},{"name":"YouTube","native":true,"category":"streaming","direction":"outbound"},{"name":"Facebook","native":true,"category":"streaming","direction":"outbound"},{"name":"Twitch","native":true,"category":"streaming","direction":"outbound"},{"name":"USTREAM","native":true,"category":"streaming","direction":"outbound"}],"provenance":{"source":"https://manycam.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:58:28.465Z","confidence":0.6}}],"security":[{"attribute":"security.gdpr","value":true,"provenance":{"source":"https://manycam.com/privacy_policy","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:58:28.465Z","confidence":0.75}}],"content":[{"attribute":"content.faq","value":[{"answer":"Desktop software that acts as a virtual camera driver, allowing users to add professional effects like background removal, multi-source switching, and picture-in-picture overlays to video conferences and live streams across multiple platforms. It is indexed under Webcam Streaming Tools.","source":"https://manycam.com","question":"What is ManyCam?","confidence":0.6},{"answer":"We have confirmed 11 integrations for ManyCam, including Zoom, Webex, Microsoft Teams, Google Meet, Skype, Blackboard, Adobe Connect and YouTube, plus 3 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://manycam.com","question":"What does ManyCam integrate with?","confidence":0.6},{"answer":"We have independently confirmed GDPR for ManyCam. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as ManyCam not holding them. Always confirm compliance directly before you rely on it.","source":"https://manycam.com/privacy_policy","question":"What security certifications does ManyCam have?","confidence":0.7}],"provenance":{"source":"https://manycam.com","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T10:20:55.039Z","confidence":0.6333333}}]},"factList":[{"attribute":"pricing.model","value":"commercial","provenance":{"source":"https://manycam.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:30:27.707Z","confidence":0.7}},{"attribute":"description.long","value":"Desktop software that acts as a virtual camera driver, allowing users to add professional effects like background removal, multi-source switching, and picture-in-picture overlays to video conferences and live streams across multiple platforms.","provenance":{"source":"https://manycam.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:58:28.465Z","confidence":0.6}},{"attribute":"features.capabilities","value":{"architecture_model":"desktop_local_application","video_recording_to_local_mp4_disk":true,"multi_camera_switching_and_scene_management":true,"presentation_slide_overlay_picture_in_picture":true,"virtual_camera_driver_output_for_zoom_teams_meet":true,"ai_background_removal_and_blur_without_green_screen":true},"provenance":{"source":"https://manycam.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:58:28.465Z","confidence":0.6}},{"attribute":"integrations.count","value":11,"provenance":{"source":"https://manycam.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:58:28.465Z","confidence":0.6}},{"attribute":"integrations.list","value":[{"name":"Zoom","native":true,"category":"video conferencing","direction":"bidirectional"},{"name":"Webex","native":true,"category":"video conferencing","direction":"bidirectional"},{"name":"Microsoft Teams","native":true,"category":"video conferencing","direction":"bidirectional"},{"name":"Google Meet","native":true,"category":"video conferencing","direction":"bidirectional"},{"name":"Skype","native":true,"category":"video conferencing","direction":"bidirectional"},{"name":"Blackboard","native":true,"category":"video conferencing","direction":"bidirectional"},{"name":"Adobe Connect","native":true,"category":"video conferencing","direction":"bidirectional"},{"name":"YouTube","native":true,"category":"streaming","direction":"outbound"},{"name":"Facebook","native":true,"category":"streaming","direction":"outbound"},{"name":"Twitch","native":true,"category":"streaming","direction":"outbound"},{"name":"USTREAM","native":true,"category":"streaming","direction":"outbound"}],"provenance":{"source":"https://manycam.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:58:28.465Z","confidence":0.6}},{"attribute":"security.gdpr","value":true,"provenance":{"source":"https://manycam.com/privacy_policy","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:58:28.465Z","confidence":0.75}},{"attribute":"content.faq","value":[{"answer":"Desktop software that acts as a virtual camera driver, allowing users to add professional effects like background removal, multi-source switching, and picture-in-picture overlays to video conferences and live streams across multiple platforms. It is indexed under Webcam Streaming Tools.","source":"https://manycam.com","question":"What is ManyCam?","confidence":0.6},{"answer":"We have confirmed 11 integrations for ManyCam, including Zoom, Webex, Microsoft Teams, Google Meet, Skype, Blackboard, Adobe Connect and YouTube, plus 3 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://manycam.com","question":"What does ManyCam integrate with?","confidence":0.6},{"answer":"We have independently confirmed GDPR for ManyCam. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as ManyCam not holding them. Always confirm compliance directly before you rely on it.","source":"https://manycam.com/privacy_policy","question":"What security certifications does ManyCam have?","confidence":0.7}],"provenance":{"source":"https://manycam.com","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T10:20:55.039Z","confidence":0.6333333}}],"faq":[{"answer":"Desktop software that acts as a virtual camera driver, allowing users to add professional effects like background removal, multi-source switching, and picture-in-picture overlays to video conferences and live streams across multiple platforms. It is indexed under Webcam Streaming Tools.","source":"https://manycam.com","question":"What is ManyCam?","confidence":0.6},{"answer":"We have confirmed 11 integrations for ManyCam, including Zoom, Webex, Microsoft Teams, Google Meet, Skype, Blackboard, Adobe Connect and YouTube, plus 3 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://manycam.com","question":"What does ManyCam integrate with?","confidence":0.6},{"answer":"We have independently confirmed GDPR for ManyCam. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as ManyCam not holding them. Always confirm compliance directly before you rely on it.","source":"https://manycam.com/privacy_policy","question":"What security certifications does ManyCam have?","confidence":0.7}],"faqSource":"generated","integrations":[{"name":"Zoom","category":"video conferencing","direction":"bidirectional","native":true},{"name":"Webex","category":"video conferencing","direction":"bidirectional","native":true},{"name":"Microsoft Teams","category":"video conferencing","direction":"bidirectional","native":true},{"name":"Google Meet","category":"video conferencing","direction":"bidirectional","native":true},{"name":"Skype","category":"video conferencing","direction":"bidirectional","native":true},{"name":"Blackboard","category":"video conferencing","direction":"bidirectional","native":true},{"name":"Adobe Connect","category":"video conferencing","direction":"bidirectional","native":true},{"name":"YouTube","category":"streaming","direction":"outbound","native":true},{"name":"Facebook","category":"streaming","direction":"outbound","native":true},{"name":"Twitch","category":"streaming","direction":"outbound","native":true},{"name":"USTREAM","category":"streaming","direction":"outbound","native":true}],"claimed":false,"updatedAt":"2026-08-31T14:02:33.165Z","formats":{"json":"https://www.vioscale.ai/api/v1/software/manycam","markdown":"https://www.vioscale.ai/software/manycam.md","html":"https://www.vioscale.ai/software/manycam"}},{"slug":"pyvirtualcam","name":"pyvirtualcam","tagline":"","homepage":"https://letmaik.github.io/pyvirtualcam/","category":{"slug":"webcam-streaming-tools","name":"Webcam Streaming Tools"},"vendor":null,"score":{"composite":43.6,"confidence":0.21,"confidenceBand":"low","breakdown":{"capabilities":{"value":0,"weight":0.07,"present":false,"contribution":0},"repo_stars":{"value":52.2,"weight":0.026,"present":true,"contribution":1.4},"integrations":{"value":0,"weight":0.079,"present":false,"contribution":0},"dependent_projects":{"value":27.1,"weight":0.063,"present":true,"contribution":1.7},"dev_activity":{"value":0,"weight":0.094,"present":true,"contribution":0},"release_cadence":{"value":86.1,"weight":0.052,"present":true,"contribution":4.5},"security_posture":{"value":0,"weight":0.063,"present":false,"contribution":0},"package_downloads":{"value":0,"weight":0.136,"present":false,"contribution":0},"security_score":{"value":46,"weight":0.042,"present":true,"contribution":1.9},"community_qa_activity":{"value":0,"weight":0.063,"present":false,"contribution":0}},"computedAt":"2026-09-08T22:06:35.204Z","stale":false},"uri":"https://www.vioscale.ai/software/pyvirtualcam","aliases":["pyvirtualcam"],"status":"published","crawlStatus":"ok","indexStatus":"indexed","nextCrawlAt":"2026-09-22T22:06:35.494Z","categories":[{"slug":"webcam-streaming-tools","name":"Webcam Streaming Tools","isPrimary":true}],"facts":{"description":[{"attribute":"description.long","value":"A Python package that enables applications to send video frames to virtual camera devices across multiple operating systems. It provides a backend abstraction layer for managing virtual camera device properties and frame formats.","provenance":{"source":"https://letmaik.github.io/pyvirtualcam/","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:58:53.769Z","confidence":0.6}}],"features":[{"attribute":"features.capabilities","value":{"architecture_model":"desktop_local_application"},"provenance":{"source":"https://letmaik.github.io/pyvirtualcam/","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:58:53.769Z","confidence":0.6}}],"platform":[{"attribute":"platform.support","value":{"mac":true,"windows":true},"provenance":{"source":"https://letmaik.github.io/pyvirtualcam/","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:58:53.769Z","confidence":0.6}}],"activity":[{"attribute":"activity.commits_last_30d","value":0,"provenance":{"source":"https://github.com/letmaik/pyvirtualcam/pulse","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.690Z","confidence":0.65}}],"adoption":[{"attribute":"adoption.dependent_repos","value":41,"provenance":{"source":"https://packages.ecosyste.ms/api/v1/packages/lookup?repository_url=https%3A%2F%2Fgithub.com%2Fletmaik%2Fpyvirtualcam","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.700Z","confidence":0.85}},{"attribute":"adoption.github_stars","value":584,"provenance":{"source":"https://github.com/letmaik/pyvirtualcam","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.690Z","confidence":0.9}}],"language":[{"attribute":"language.primary","value":"C++","provenance":{"source":"https://github.com/letmaik/pyvirtualcam","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.690Z","confidence":0.9}}],"license":[{"attribute":"license.spdx","value":"GPL-2.0","provenance":{"source":"https://github.com/letmaik/pyvirtualcam","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.690Z","confidence":0.95}}],"release":[{"attribute":"release.cadence_days","value":25,"provenance":{"source":"https://github.com/letmaik/pyvirtualcam/releases","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.690Z","confidence":0.7}},{"attribute":"release.history","value":[{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.15.0","date":"2026-01-24T17:12:21Z","type":"stable","version":"v0.15.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.14.0","date":"2025-09-10T07:13:45Z","type":"stable","version":"v0.14.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.13.0","date":"2025-05-12T22:00:38Z","type":"stable","version":"v0.13.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.12.1","date":"2025-01-19T16:14:49Z","type":"stable","version":"v0.12.1"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.12.0","date":"2024-07-14T08:16:18Z","type":"stable","version":"v0.12.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.11.1","date":"2024-02-09T08:29:31Z","type":"stable","version":"v0.11.1"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.11.0","date":"2023-12-10T09:54:41Z","type":"stable","version":"v0.11.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.10.2","date":"2022-10-30T12:49:41Z","type":"stable","version":"v0.10.2"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.10.1","date":"2022-10-27T18:25:43Z","type":"stable","version":"v0.10.1"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.10.0","date":"2022-10-02T10:48:18Z","type":"stable","version":"v0.10.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.9.1","date":"2022-10-02T09:41:23Z","type":"stable","version":"v0.9.1"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.9.0","date":"2021-12-12T19:33:41Z","type":"stable","version":"v0.9.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.8.0","date":"2021-04-19T18:01:49Z","type":"stable","version":"v0.8.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.7.0","date":"2021-03-26T22:20:48Z","type":"stable","version":"v0.7.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.6.0","date":"2021-03-23T07:44:52Z","type":"stable","version":"v0.6.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.5.0","date":"2021-03-13T13:46:12Z","type":"stable","version":"v0.5.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.4.0","date":"2021-03-07T12:19:01Z","type":"stable","version":"v0.4.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.3.2","date":"2021-03-07T10:25:33Z","type":"stable","version":"v0.3.2"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.3.1","date":"2021-03-07T10:25:11Z","type":"stable","version":"v0.3.1"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.3.0","date":"2021-03-07T10:24:50Z","type":"stable","version":"v0.3.0"}],"provenance":{"source":"https://github.com/letmaik/pyvirtualcam/releases","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.690Z","confidence":0.7}}],"security":[{"attribute":"security.scorecard","value":4.6,"provenance":{"source":"https://api.securityscorecards.dev/projects/github.com/letmaik/pyvirtualcam","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.701Z","confidence":0.9}},{"attribute":"security.vulnerabilities","value":{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=pyvirtualcam&per_page=100","last_12m":0,"max_severity":null},"provenance":{"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=pyvirtualcam&per_page=100","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.701Z","confidence":0.9}}],"content":[{"attribute":"content.faq","value":[{"answer":"A Python package that enables applications to send video frames to virtual camera devices across multiple operating systems. It provides a backend abstraction layer for managing virtual camera device properties and frame formats. It is indexed under Webcam Streaming Tools.","source":"https://letmaik.github.io/pyvirtualcam/","question":"What is pyvirtualcam?","confidence":0.6},{"answer":"pyvirtualcam supports Windows and macOS. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://letmaik.github.io/pyvirtualcam/","question":"What platforms does pyvirtualcam support?","confidence":0.6},{"answer":"Yes. pyvirtualcam is published under the GPL-2.0 licence, a copyleft licence, so check its terms before embedding it in a closed-source product. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/letmaik/pyvirtualcam","question":"Is pyvirtualcam open source?","confidence":0.95}],"provenance":{"source":"https://letmaik.github.io/pyvirtualcam/","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T10:20:56.160Z","confidence":0.71666664}}]},"factList":[{"attribute":"description.long","value":"A Python package that enables applications to send video frames to virtual camera devices across multiple operating systems. It provides a backend abstraction layer for managing virtual camera device properties and frame formats.","provenance":{"source":"https://letmaik.github.io/pyvirtualcam/","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:58:53.769Z","confidence":0.6}},{"attribute":"features.capabilities","value":{"architecture_model":"desktop_local_application"},"provenance":{"source":"https://letmaik.github.io/pyvirtualcam/","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:58:53.769Z","confidence":0.6}},{"attribute":"platform.support","value":{"mac":true,"windows":true},"provenance":{"source":"https://letmaik.github.io/pyvirtualcam/","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:58:53.769Z","confidence":0.6}},{"attribute":"activity.commits_last_30d","value":0,"provenance":{"source":"https://github.com/letmaik/pyvirtualcam/pulse","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.690Z","confidence":0.65}},{"attribute":"adoption.dependent_repos","value":41,"provenance":{"source":"https://packages.ecosyste.ms/api/v1/packages/lookup?repository_url=https%3A%2F%2Fgithub.com%2Fletmaik%2Fpyvirtualcam","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.700Z","confidence":0.85}},{"attribute":"adoption.github_stars","value":584,"provenance":{"source":"https://github.com/letmaik/pyvirtualcam","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.690Z","confidence":0.9}},{"attribute":"language.primary","value":"C++","provenance":{"source":"https://github.com/letmaik/pyvirtualcam","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.690Z","confidence":0.9}},{"attribute":"license.spdx","value":"GPL-2.0","provenance":{"source":"https://github.com/letmaik/pyvirtualcam","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.690Z","confidence":0.95}},{"attribute":"release.cadence_days","value":25,"provenance":{"source":"https://github.com/letmaik/pyvirtualcam/releases","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.690Z","confidence":0.7}},{"attribute":"release.history","value":[{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.15.0","date":"2026-01-24T17:12:21Z","type":"stable","version":"v0.15.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.14.0","date":"2025-09-10T07:13:45Z","type":"stable","version":"v0.14.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.13.0","date":"2025-05-12T22:00:38Z","type":"stable","version":"v0.13.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.12.1","date":"2025-01-19T16:14:49Z","type":"stable","version":"v0.12.1"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.12.0","date":"2024-07-14T08:16:18Z","type":"stable","version":"v0.12.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.11.1","date":"2024-02-09T08:29:31Z","type":"stable","version":"v0.11.1"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.11.0","date":"2023-12-10T09:54:41Z","type":"stable","version":"v0.11.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.10.2","date":"2022-10-30T12:49:41Z","type":"stable","version":"v0.10.2"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.10.1","date":"2022-10-27T18:25:43Z","type":"stable","version":"v0.10.1"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.10.0","date":"2022-10-02T10:48:18Z","type":"stable","version":"v0.10.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.9.1","date":"2022-10-02T09:41:23Z","type":"stable","version":"v0.9.1"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.9.0","date":"2021-12-12T19:33:41Z","type":"stable","version":"v0.9.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.8.0","date":"2021-04-19T18:01:49Z","type":"stable","version":"v0.8.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.7.0","date":"2021-03-26T22:20:48Z","type":"stable","version":"v0.7.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.6.0","date":"2021-03-23T07:44:52Z","type":"stable","version":"v0.6.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.5.0","date":"2021-03-13T13:46:12Z","type":"stable","version":"v0.5.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.4.0","date":"2021-03-07T12:19:01Z","type":"stable","version":"v0.4.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.3.2","date":"2021-03-07T10:25:33Z","type":"stable","version":"v0.3.2"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.3.1","date":"2021-03-07T10:25:11Z","type":"stable","version":"v0.3.1"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.3.0","date":"2021-03-07T10:24:50Z","type":"stable","version":"v0.3.0"}],"provenance":{"source":"https://github.com/letmaik/pyvirtualcam/releases","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.690Z","confidence":0.7}},{"attribute":"security.scorecard","value":4.6,"provenance":{"source":"https://api.securityscorecards.dev/projects/github.com/letmaik/pyvirtualcam","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.701Z","confidence":0.9}},{"attribute":"security.vulnerabilities","value":{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=pyvirtualcam&per_page=100","last_12m":0,"max_severity":null},"provenance":{"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=pyvirtualcam&per_page=100","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.701Z","confidence":0.9}},{"attribute":"content.faq","value":[{"answer":"A Python package that enables applications to send video frames to virtual camera devices across multiple operating systems. It provides a backend abstraction layer for managing virtual camera device properties and frame formats. It is indexed under Webcam Streaming Tools.","source":"https://letmaik.github.io/pyvirtualcam/","question":"What is pyvirtualcam?","confidence":0.6},{"answer":"pyvirtualcam supports Windows and macOS. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://letmaik.github.io/pyvirtualcam/","question":"What platforms does pyvirtualcam support?","confidence":0.6},{"answer":"Yes. pyvirtualcam is published under the GPL-2.0 licence, a copyleft licence, so check its terms before embedding it in a closed-source product. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/letmaik/pyvirtualcam","question":"Is pyvirtualcam open source?","confidence":0.95}],"provenance":{"source":"https://letmaik.github.io/pyvirtualcam/","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T10:20:56.160Z","confidence":0.71666664}}],"faq":[{"answer":"A Python package that enables applications to send video frames to virtual camera devices across multiple operating systems. It provides a backend abstraction layer for managing virtual camera device properties and frame formats. It is indexed under Webcam Streaming Tools.","source":"https://letmaik.github.io/pyvirtualcam/","question":"What is pyvirtualcam?","confidence":0.6},{"answer":"pyvirtualcam supports Windows and macOS. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://letmaik.github.io/pyvirtualcam/","question":"What platforms does pyvirtualcam support?","confidence":0.6},{"answer":"Yes. pyvirtualcam is published under the GPL-2.0 licence, a copyleft licence, so check its terms before embedding it in a closed-source product. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/letmaik/pyvirtualcam","question":"Is pyvirtualcam open source?","confidence":0.95}],"faqSource":"generated","releaseHistory":[{"version":"v0.15.0","date":"2026-01-24T17:12:21Z","url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.15.0","type":"stable"},{"version":"v0.14.0","date":"2025-09-10T07:13:45Z","url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.14.0","type":"stable"},{"version":"v0.13.0","date":"2025-05-12T22:00:38Z","url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.13.0","type":"stable"},{"version":"v0.12.1","date":"2025-01-19T16:14:49Z","url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.12.1","type":"stable"},{"version":"v0.12.0","date":"2024-07-14T08:16:18Z","url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.12.0","type":"stable"},{"version":"v0.11.1","date":"2024-02-09T08:29:31Z","url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.11.1","type":"stable"},{"version":"v0.11.0","date":"2023-12-10T09:54:41Z","url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.11.0","type":"stable"},{"version":"v0.10.2","date":"2022-10-30T12:49:41Z","url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.10.2","type":"stable"},{"version":"v0.10.1","date":"2022-10-27T18:25:43Z","url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.10.1","type":"stable"},{"version":"v0.10.0","date":"2022-10-02T10:48:18Z","url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.10.0","type":"stable"},{"version":"v0.9.1","date":"2022-10-02T09:41:23Z","url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.9.1","type":"stable"},{"version":"v0.9.0","date":"2021-12-12T19:33:41Z","url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.9.0","type":"stable"},{"version":"v0.8.0","date":"2021-04-19T18:01:49Z","url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.8.0","type":"stable"},{"version":"v0.7.0","date":"2021-03-26T22:20:48Z","url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.7.0","type":"stable"},{"version":"v0.6.0","date":"2021-03-23T07:44:52Z","url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.6.0","type":"stable"},{"version":"v0.5.0","date":"2021-03-13T13:46:12Z","url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.5.0","type":"stable"},{"version":"v0.4.0","date":"2021-03-07T12:19:01Z","url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.4.0","type":"stable"},{"version":"v0.3.2","date":"2021-03-07T10:25:33Z","url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.3.2","type":"stable"},{"version":"v0.3.1","date":"2021-03-07T10:25:11Z","url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.3.1","type":"stable"},{"version":"v0.3.0","date":"2021-03-07T10:24:50Z","url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.3.0","type":"stable"}],"vulnerabilities":{"count":0,"last12m":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=pyvirtualcam&per_page=100"},"claimed":false,"updatedAt":"2026-09-08T22:06:35.494Z","formats":{"json":"https://www.vioscale.ai/api/v1/software/pyvirtualcam","markdown":"https://www.vioscale.ai/software/pyvirtualcam.md","html":"https://www.vioscale.ai/software/pyvirtualcam"}}],"attributes":[{"attribute":"activity.commits_last_30d","values":{"manycam":null,"pyvirtualcam":{"attribute":"activity.commits_last_30d","value":0,"provenance":{"source":"https://github.com/letmaik/pyvirtualcam/pulse","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.690Z","confidence":0.65}}}},{"attribute":"adoption.dependent_repos","values":{"manycam":null,"pyvirtualcam":{"attribute":"adoption.dependent_repos","value":41,"provenance":{"source":"https://packages.ecosyste.ms/api/v1/packages/lookup?repository_url=https%3A%2F%2Fgithub.com%2Fletmaik%2Fpyvirtualcam","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.700Z","confidence":0.85}}}},{"attribute":"adoption.github_stars","values":{"manycam":null,"pyvirtualcam":{"attribute":"adoption.github_stars","value":584,"provenance":{"source":"https://github.com/letmaik/pyvirtualcam","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.690Z","confidence":0.9}}}},{"attribute":"content.faq","values":{"manycam":{"attribute":"content.faq","value":[{"answer":"Desktop software that acts as a virtual camera driver, allowing users to add professional effects like background removal, multi-source switching, and picture-in-picture overlays to video conferences and live streams across multiple platforms. It is indexed under Webcam Streaming Tools.","source":"https://manycam.com","question":"What is ManyCam?","confidence":0.6},{"answer":"We have confirmed 11 integrations for ManyCam, including Zoom, Webex, Microsoft Teams, Google Meet, Skype, Blackboard, Adobe Connect and YouTube, plus 3 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://manycam.com","question":"What does ManyCam integrate with?","confidence":0.6},{"answer":"We have independently confirmed GDPR for ManyCam. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as ManyCam not holding them. Always confirm compliance directly before you rely on it.","source":"https://manycam.com/privacy_policy","question":"What security certifications does ManyCam have?","confidence":0.7}],"provenance":{"source":"https://manycam.com","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T10:20:55.039Z","confidence":0.6333333}},"pyvirtualcam":{"attribute":"content.faq","value":[{"answer":"A Python package that enables applications to send video frames to virtual camera devices across multiple operating systems. It provides a backend abstraction layer for managing virtual camera device properties and frame formats. It is indexed under Webcam Streaming Tools.","source":"https://letmaik.github.io/pyvirtualcam/","question":"What is pyvirtualcam?","confidence":0.6},{"answer":"pyvirtualcam supports Windows and macOS. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://letmaik.github.io/pyvirtualcam/","question":"What platforms does pyvirtualcam support?","confidence":0.6},{"answer":"Yes. pyvirtualcam is published under the GPL-2.0 licence, a copyleft licence, so check its terms before embedding it in a closed-source product. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/letmaik/pyvirtualcam","question":"Is pyvirtualcam open source?","confidence":0.95}],"provenance":{"source":"https://letmaik.github.io/pyvirtualcam/","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T10:20:56.160Z","confidence":0.71666664}}}},{"attribute":"description.long","values":{"manycam":{"attribute":"description.long","value":"Desktop software that acts as a virtual camera driver, allowing users to add professional effects like background removal, multi-source switching, and picture-in-picture overlays to video conferences and live streams across multiple platforms.","provenance":{"source":"https://manycam.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:58:28.465Z","confidence":0.6}},"pyvirtualcam":{"attribute":"description.long","value":"A Python package that enables applications to send video frames to virtual camera devices across multiple operating systems. It provides a backend abstraction layer for managing virtual camera device properties and frame formats.","provenance":{"source":"https://letmaik.github.io/pyvirtualcam/","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:58:53.769Z","confidence":0.6}}}},{"attribute":"features.capabilities","values":{"manycam":{"attribute":"features.capabilities","value":{"architecture_model":"desktop_local_application","video_recording_to_local_mp4_disk":true,"multi_camera_switching_and_scene_management":true,"presentation_slide_overlay_picture_in_picture":true,"virtual_camera_driver_output_for_zoom_teams_meet":true,"ai_background_removal_and_blur_without_green_screen":true},"provenance":{"source":"https://manycam.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:58:28.465Z","confidence":0.6}},"pyvirtualcam":{"attribute":"features.capabilities","value":{"architecture_model":"desktop_local_application"},"provenance":{"source":"https://letmaik.github.io/pyvirtualcam/","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:58:53.769Z","confidence":0.6}}}},{"attribute":"integrations.count","values":{"manycam":{"attribute":"integrations.count","value":11,"provenance":{"source":"https://manycam.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:58:28.465Z","confidence":0.6}},"pyvirtualcam":null}},{"attribute":"integrations.list","values":{"manycam":{"attribute":"integrations.list","value":[{"name":"Zoom","native":true,"category":"video conferencing","direction":"bidirectional"},{"name":"Webex","native":true,"category":"video conferencing","direction":"bidirectional"},{"name":"Microsoft Teams","native":true,"category":"video conferencing","direction":"bidirectional"},{"name":"Google Meet","native":true,"category":"video conferencing","direction":"bidirectional"},{"name":"Skype","native":true,"category":"video conferencing","direction":"bidirectional"},{"name":"Blackboard","native":true,"category":"video conferencing","direction":"bidirectional"},{"name":"Adobe Connect","native":true,"category":"video conferencing","direction":"bidirectional"},{"name":"YouTube","native":true,"category":"streaming","direction":"outbound"},{"name":"Facebook","native":true,"category":"streaming","direction":"outbound"},{"name":"Twitch","native":true,"category":"streaming","direction":"outbound"},{"name":"USTREAM","native":true,"category":"streaming","direction":"outbound"}],"provenance":{"source":"https://manycam.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:58:28.465Z","confidence":0.6}},"pyvirtualcam":null}},{"attribute":"language.primary","values":{"manycam":null,"pyvirtualcam":{"attribute":"language.primary","value":"C++","provenance":{"source":"https://github.com/letmaik/pyvirtualcam","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.690Z","confidence":0.9}}}},{"attribute":"license.spdx","values":{"manycam":null,"pyvirtualcam":{"attribute":"license.spdx","value":"GPL-2.0","provenance":{"source":"https://github.com/letmaik/pyvirtualcam","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.690Z","confidence":0.95}}}},{"attribute":"platform.support","values":{"manycam":null,"pyvirtualcam":{"attribute":"platform.support","value":{"mac":true,"windows":true},"provenance":{"source":"https://letmaik.github.io/pyvirtualcam/","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:58:53.769Z","confidence":0.6}}}},{"attribute":"pricing.model","values":{"manycam":{"attribute":"pricing.model","value":"commercial","provenance":{"source":"https://manycam.com","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:30:27.707Z","confidence":0.7}},"pyvirtualcam":null}},{"attribute":"release.cadence_days","values":{"manycam":null,"pyvirtualcam":{"attribute":"release.cadence_days","value":25,"provenance":{"source":"https://github.com/letmaik/pyvirtualcam/releases","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.690Z","confidence":0.7}}}},{"attribute":"release.history","values":{"manycam":null,"pyvirtualcam":{"attribute":"release.history","value":[{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.15.0","date":"2026-01-24T17:12:21Z","type":"stable","version":"v0.15.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.14.0","date":"2025-09-10T07:13:45Z","type":"stable","version":"v0.14.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.13.0","date":"2025-05-12T22:00:38Z","type":"stable","version":"v0.13.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.12.1","date":"2025-01-19T16:14:49Z","type":"stable","version":"v0.12.1"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.12.0","date":"2024-07-14T08:16:18Z","type":"stable","version":"v0.12.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.11.1","date":"2024-02-09T08:29:31Z","type":"stable","version":"v0.11.1"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.11.0","date":"2023-12-10T09:54:41Z","type":"stable","version":"v0.11.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.10.2","date":"2022-10-30T12:49:41Z","type":"stable","version":"v0.10.2"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.10.1","date":"2022-10-27T18:25:43Z","type":"stable","version":"v0.10.1"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.10.0","date":"2022-10-02T10:48:18Z","type":"stable","version":"v0.10.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.9.1","date":"2022-10-02T09:41:23Z","type":"stable","version":"v0.9.1"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.9.0","date":"2021-12-12T19:33:41Z","type":"stable","version":"v0.9.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.8.0","date":"2021-04-19T18:01:49Z","type":"stable","version":"v0.8.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.7.0","date":"2021-03-26T22:20:48Z","type":"stable","version":"v0.7.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.6.0","date":"2021-03-23T07:44:52Z","type":"stable","version":"v0.6.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.5.0","date":"2021-03-13T13:46:12Z","type":"stable","version":"v0.5.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.4.0","date":"2021-03-07T12:19:01Z","type":"stable","version":"v0.4.0"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.3.2","date":"2021-03-07T10:25:33Z","type":"stable","version":"v0.3.2"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.3.1","date":"2021-03-07T10:25:11Z","type":"stable","version":"v0.3.1"},{"url":"https://github.com/letmaik/pyvirtualcam/releases/tag/v0.3.0","date":"2021-03-07T10:24:50Z","type":"stable","version":"v0.3.0"}],"provenance":{"source":"https://github.com/letmaik/pyvirtualcam/releases","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.690Z","confidence":0.7}}}},{"attribute":"security.gdpr","values":{"manycam":{"attribute":"security.gdpr","value":true,"provenance":{"source":"https://manycam.com/privacy_policy","sourceType":"vioscale-crawler","retrievedAt":"2026-08-31T13:58:28.465Z","confidence":0.75}},"pyvirtualcam":null}},{"attribute":"security.scorecard","values":{"manycam":null,"pyvirtualcam":{"attribute":"security.scorecard","value":4.6,"provenance":{"source":"https://api.securityscorecards.dev/projects/github.com/letmaik/pyvirtualcam","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.701Z","confidence":0.9}}}},{"attribute":"security.vulnerabilities","values":{"manycam":null,"pyvirtualcam":{"attribute":"security.vulnerabilities","value":{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=pyvirtualcam&per_page=100","last_12m":0,"max_severity":null},"provenance":{"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=pyvirtualcam&per_page=100","sourceType":"vioscale-crawler","retrievedAt":"2026-09-08T22:03:12.701Z","confidence":0.9}}}}],"capabilities":{"category":{"slug":"webcam-streaming-tools","name":"Webcam Streaming Tools"},"groups":[{"group":"Capabilities","rows":[{"axis":{"key":"architecture_model","label":"Architecture model","type":"enum","enumValues":[{"value":"desktop_local_application","label":"Desktop local application"},{"value":"driver_level_hardware_utility","label":"Driver level hardware utility"}]},"values":{"manycam":"desktop_local_application","pyvirtualcam":"desktop_local_application"}},{"axis":{"key":"virtual_camera_driver_output_for_zoom_teams_meet","label":"Virtual camera driver output for zoom teams meet","type":"bool"},"values":{"manycam":true,"pyvirtualcam":null}},{"axis":{"key":"ai_background_removal_and_blur_without_green_screen","label":"AI background removal and blur without green screen","type":"bool"},"values":{"manycam":true,"pyvirtualcam":null}},{"axis":{"key":"ai_eye_contact_correction_gaze_redirection","label":"AI eye contact correction gaze redirection","type":"bool"},"values":{"manycam":null,"pyvirtualcam":null}},{"axis":{"key":"presentation_slide_overlay_picture_in_picture","label":"Presentation slide overlay picture in picture","type":"bool"},"values":{"manycam":true,"pyvirtualcam":null}},{"axis":{"key":"ai_audio_noise_cancellation_and_echo_removal","label":"AI audio noise cancellation and echo removal","type":"bool"},"values":{"manycam":null,"pyvirtualcam":null}},{"axis":{"key":"ar_face_tracking_and_3d_masking_snapchat_style","label":"Ar face tracking and 3d masking snapchat style","type":"bool"},"values":{"manycam":null,"pyvirtualcam":null}},{"axis":{"key":"multi_camera_switching_and_scene_management","label":"Multi camera switching and scene management","type":"bool"},"values":{"manycam":true,"pyvirtualcam":null}},{"axis":{"key":"video_recording_to_local_mp4_disk","label":"Video recording to local mp4 disk","type":"bool"},"values":{"manycam":true,"pyvirtualcam":null}},{"axis":{"key":"nvidia_rtx_gpu_hardware_tensor_core_requirement","label":"Nvidia rtx GPU hardware tensor core requirement","type":"bool"},"values":{"manycam":null,"pyvirtualcam":null}},{"axis":{"key":"soc2_type_ii","label":"SOC2 type ii","type":"bool"},"values":{"manycam":null,"pyvirtualcam":null}},{"axis":{"key":"gpl_or_permissive_oss_license","label":"Gpl or permissive oss license","type":"bool"},"values":{"manycam":null,"pyvirtualcam":null}},{"axis":{"key":"pricing_model","label":"Pricing model","type":"enum","enumValues":[{"value":"monthly_subscription","label":"Monthly subscription"},{"value":"flat_lifetime_license","label":"Flat lifetime license"},{"value":"free_hardware_utility","label":"Free hardware utility"}]},"values":{"manycam":null,"pyvirtualcam":null}}]}]},"leader":null,"leaderReason":"No leader: the top candidate ManyCam has only 0.09 confidence (low), below the 0.35 needed to declare a winner.","generatedAt":"2026-09-11T23:37:32.470Z"},"meta":{"source":"https://www.vioscale.ai","license":"CC-BY-4.0","generatedAt":"2026-09-11T23:37:32.470Z","disclaimer":"Independent, evidence-based. Every fact carries provenance."}}