Marengo

Marengo

TwelveLabs
Wan3.0-Video

Wan3.0-Video

Alibaba
+
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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.

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.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

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

Audience

Developers and creators seeking to generate and edit immersive videos from text, images, audio, video, and other multimodal references

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

$0.042 per minute
Free Version
Free Trial

Pricing

$0.05 per second
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

TwelveLabs
Founded: 2021
United States
www.twelvelabs.io/product/models-overview#marengo

Company Information

Alibaba
Founded: 1999
China
www.qwencloud.com/models/wan3.0-video

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MiniMax H3

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MiniMax H3

MiniMax H3

MiniMax
VideoPoet

VideoPoet

Google

Categories

Categories

Integrations

Alibaba Cloud Model Studio
QwenCloud
TwelveLabs

Integrations

Alibaba Cloud Model Studio
QwenCloud
TwelveLabs
Claim Marengo and update features and information
Claim Marengo and update features and information
Claim Wan3.0-Video and update features and information
Claim Wan3.0-Video and update features and information