Marengo

Marengo

TwelveLabs
Ray3.2

Ray3.2

Luma AI
+
+

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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

Ray3.2 transforms creative intent into scalable video workflows with richer control, continuity, and cinematic direction. Built to help teams direct any frame and finish every cut, Ray3.2 brings direction, performance, transformation, motion, and finish into a single model at cinematic-grade quality. Multi-Keyframe lets users set up to 16 keyframes inside a single clip, directing what changes, what holds, and how the story lands, frame by frame. Modify Video V2 reshapes existing footage into new stories, allowing teams to swap the wall, the world, or the wardrobe while lighting holds and performance survives, with up to 20 seconds at 1080p. Reframe helps create once and deliver everywhere, handling every aspect ratio, while improved Motion Transfer keeps choreography and Expressive Facial Performance preserves the actor’s read. Ray3.2 can transfer movement and dynamics across characters, objects, and materials; transfer cinematic camera moves across scenes, worlds, and styles.

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

Creative directors and post-production teams that need cinematic AI video generation, transformation, reframing, and finishing tools for scalable campaign workflows

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

$30 per month
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

Luma AI
Founded: 2023
United States
lumalabs.ai/ray3-2

Alternatives

VideoPoet

VideoPoet

Google

Alternatives

Marey

Marey

Moonvalley

Categories

Categories

Integrations

Luma AI
TwelveLabs

Integrations

Luma AI
TwelveLabs
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