Loading comments…
Achievement
Project Info
Product Keywords
Marengo 3.0 is TwelveLabs' most advanced multimodal embedding model, designed to deliver human-like video understanding at massive scale. Unlike traditional video analysis tools that rely on manual tagging or simple metadata, Marengo 3.0 fuses video, audio, and text into a single holistic representation. This enables precise, natural-language-driven video search and retrieval across entire libraries — turning raw footage into an AI-ready, searchable asset in minutes.
Marengo 3.0 processes video, audio, and text together in a single embedding model, enabling holistic comprehension of what happens on screen, what is said, and how it is said. This allows users to search for specific actions, scenes, dialogue, and even human emotions across hours or years of footage — no tags required.
The platform ingests multimodal data through a single pipeline at approximately 60x real-time speed, meaning an hour of video is indexed in about a minute. Organizations can process 10,000+ hours per day, making it feasible to analyze entire video libraries without bottlenecks.
Marengo 3.0 automatically identifies natural breaks, scene changes, and pacing shifts in long-form video based on actual visual and audio content — not just transcript analysis. This capability earned the model the #1 spot on Video-MME, a benchmark for video reasoning.
The model surfaces policy risks and sensitive content with explainable AI, so compliance teams can review flagged segments quickly and with confidence. This reduces manual review time by up to 10x compared to traditional methods.
"Not a transcript reader. A video reasoner."
Marengo 3.0 doesn't just analyze speech-to-text — it understands the full multimodal context of video, including visual actions, scene composition, and audio cues. This means it can locate a specific emotional reaction, a subtle brand placement, or a complex action sequence that no transcript could capture. The model achieves state-of-the-art composite accuracy across modalities, setting a new benchmark for what video AI can accomplish.
You manage large video libraries and need to search, segment, or analyze footage at scale using natural language. Marengo 3.0 is especially valuable for organizations in media production, content compliance, sports analytics, or any field where video is a primary data source but manual review is impractical. If you've struggled with tools that only read transcripts or require extensive tagging, this model offers a fundamentally different approach — one that sees and understands video as humans do.
Other tools you might consider
Seedance 2.0 by ByteDance is an advanced AI video generation model built for cinematic, multi-shot storytelling. It creates consistent characters, smooth transitions, and dynamic camera movements from simple prompts. Designed for creators, marketers, and filmmakers, it gives you greater control over motion, scene composition, and narrative flow—making AI video feel more like directing a real film.
TranslateGemma is a new suite of open AI translation models built on Google’s Gemma 3. It enables high-quality communication across 55 languages, combining strong accuracy with exceptional efficiency. Designed to run on mobile, local devices, and cloud environments without compromising performance.
Mistral 3 includes three state-of-the-art small, dense models (14B, 8B, and 3B) and Mistral Large 3 – our most capable model to date – a sparse mixture-of-experts trained with 41B active and 675B total parameters. All models are released under the Apache 2.0 license. The Ministral models represent the best performance-to-cost ratio in their category. At the same time, Mistral Large 3 joins the ranks of frontier instruction-fine-tuned open-source models.
Okara lets you use 30+ powerful open-source AI models without dealing with infrastructure setup. The best models like Kimi and DeepSeek are too big to run on your laptop, we handle that for you. Switch between models, search Google, Reddit, X, YouTube in your chats, analyze files, generate images, and work with your team. Everything's encrypted and we never train on your data
Maker
mocha_byte
Loading comments…