MarengoTwelveLabs
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Wan3.0-VideoAlibaba
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Related Products
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About
Marengo is a multimodal video foundation model that transforms video, audio, image, and text inputs into unified embeddings, enabling powerful “any-to-any” search, retrieval, classification, and analysis across vast video and multimedia libraries. It integrates visual frames (with spatial and temporal dynamics), audio (speech, ambient sound, music), and textual content (subtitles, overlays, metadata) to create a rich, multidimensional representation of each media item. With this embedding architecture, Marengo supports robust tasks such as search (text-to-video, image-to-video, video-to-audio, etc.), semantic content discovery, anomaly detection, hybrid search, clustering, and similarity-based recommendation. The latest versions introduce multi-vector embeddings, separating representations for appearance, motion, and audio/text features, which significantly improve precision and context awareness, especially for complex or long-form content.
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About
Wan3.0-Video is an all-in-one video generation model from Qwen Cloud that unifies multiple creative capabilities in a single system, including text-to-video, image-to-video, reference-to-video, editing, replication, and driving. It supports audio, image, text, and video inputs and produces video output, allowing creators to guide generation with several types of source material instead of relying on text prompts alone. The model can generate videos up to 30 seconds long and supports omni-modal reference, giving users more flexibility when carrying visual, motion, character, or other creative cues into a new result. Wan3.0-Video can also parse files, web pages, and complex images as part of the generation workflow. Its image-to-video capabilities include first-frame and first-and-last-frame generation, making it possible to define how a sequence begins or anchor both ends of a shot.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Media companies, AI researchers, and platforms searching for a tool to build smart search engines, content discovery tools, recommendation systems, or video-analysis workflows
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Audience
Developers and creators seeking to generate and edit immersive videos from text, images, audio, video, and other multimodal references
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
$0.042 per minute
Free Version
Free Trial
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Pricing
$0.05 per second
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationTwelveLabs
Founded: 2021
United States
www.twelvelabs.io/product/models-overview#marengo
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Company InformationAlibaba
Founded: 1999
China
www.qwencloud.com/models/wan3.0-video
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