Gemini Omni
发布时间:2026-08-11 | 浏览:8
Create anything from any input – starting with video
Edit any video through natural, step-by-step conversation
Think of Gemini Omni like Nano Banana, but for video. Every edit you make builds on the one before – maintaining a consistent, coherent scene.
Apply real world knowledge
Gemini Omni combines an intuitive understanding of physics with Gemini's knowledge of history, science, and cultural context – bridging the gap from photorealism to meaningful storytelling.
Reference anything
Turn any reference—image, text, video, or audio—into a single, cohesive output.
Gemini Omni is where Gemini’s ability to reason meets the ability to create. It delivers a leap in world understanding, multimodality, and editing.
Try Gemini Omni
Edit through natural conversation
Think of Gemini Omni like Nano Banana – but for video. Build and fine-tune your creation at any step with natural language.
Transform your world
Change the aesthetic, action, or effect based on your input video.
Prompt: When the person touches the mirror, make the mirror ripple beautifully like liquid, and the person's arm turns into reflective mirror material
Prompt: When the person touches the mirror, the person transforms into a detailed monochrome line art drawing
Prompt: When the person touches the mirror, the person suddenly transforms into a cute felted stuffed puppet version with large googley eyes and glasses
Prompt: When the person touches the mirror, the person instantly transform into a vintage monochrome transparent 3d line art hologram, inside of a monochrome 3d holodeck maintaining the structure and details of the room and environment
Prompt: When the person touches the mirror, the entire environment turns into 3d voxel art
Reimagine the action
Switch up what happens in your videos, from the ordinary to the spectacular.
Prompt: Make it look like the weird shape of my hand hole super zooms and magnifies the ground it's looking at in sharper quality.
Prompt: When the finger in <video> touches the animal toy play the sound the animal makes
Prompt: The lights of the apartments start turning on in sync with the music.
Edit real videos based on images
Use reference images to edit your creations, giving you even more creative control.
Prompt: When the hand opens, make a vast 3d architectural structure based on this image start building upward, sitting in the palm of the hand, reflecting prismatic light onto the hand and table. It builds with a 3d wireframe holographic effect. No music, just realistic real world sound.
Prompt: When the hand opens, reveal a sun floating in the center of the hand (sun should be animated, subtle solar flare movement) with bronze balls orbiting around it in mid air (no wires). When the hand opens make the lights dim to become nighttime, but keep the video the same until the hand opens. No music, just realistic sound.
Prompt: When the hand opens, reveal a physical photorealistic flying machine based on this sketch, floating above the hand, propeller spinning. No music, just realistic sound.
Edit over multiple turns, with consistency
Craft your scene step-by-step, changing specific details, environments, camera angles, and more.
Prompt: Transport the violinist to the image environment
Prompt: Make the violin invisible
Prompt: Change the camera angle to be over the violinist’s shoulder.
Swap in different objects or characters with natural language
Replace characters and objects in your video just by asking, all while maintaining a coherent, cohesive scene.
Prompt: Change spaceship to <object>
Bring ideas to life, grounded in Gemini’s world knowledge
Create scenes that follow real-world logic. Gemini Omni pulls from its deep knowledge of history, biology, and narrative logic to construct compelling stories.
Create output that follows real-world physics
Omni has an intuitive understanding of forces like gravity, kinetic energy, and fluid dynamics for more realistic movement.
Prompt: A marble rolling fast on a chain reaction style track, continuous smooth shot
Draw on real-world history, science, and math
Omni understands world history, science, and math – and knows how to craft stories around it.
Prompt: claymation explainer of protein folding, everything is made out of clay, no hands, stop motion, accurate
Prompt: A skeuomorphism stop motion explainer about how the brain hippocampus works with a compelling voiceover. Don’t add seahorses. No voice cuts at the end. Don’t add text.
Sync text with onscreen action
Go beyond just rendering realistic text. Create videos that coherently connect text to what’s happening in the video.
Prompt: The video shows items of the alphabet. An unusual item starting with each letter is shown sitting on a table (like a Capybara for C, disco globe for D and Lava Lamp for L). All 26 letters must be represented by 26 items with matching lower thirds displaying the letter. Only one item and lower third at a time. Each lower third must look like a black marker written on a slip of paper in the bottom left. Rapid fire, roughly 9 frames per item at 24FPS. Last frame is a slip of paper "THE END". The whole video is accompanied by calm smooth music.
Prompt: word by word, one word on a the screen at a time: did, you, know, that, this, model, can, do, pretty, good, text!? each word appears with a different animated style, perfect pacing to a rhythm, sizzle reel
Reference anything
Reference and combine ingredients to maintain control and consistency over your scene.
Combine multiple inputs
Prompt with different inputs, and leave Gemini Omni to craft them into a single compelling narrative.
Prompt: Referring to the extreme camera movement, perspective, and distortion in <video>, create a front-facing full-body walk cycle of the character from <image>, quickly style-shifting into multiple visual styles during the walk cycle, starting from realistic cinema. Keep the environment, only change styles. Hard cut backgrounds always centering the sky. Continuous walking, continuous audio, and style shifts in perfect sync to the beat of the audio. Cinematic, 16:9.
Prompt: Add harp sounds synchronized to when I touch each fern leaf. Change the leaf structure to all resemble semi translucent 3d bioluminescent plant life, with bioluminescent fireflies flying around it that react as I play, in sync with the sounds, subtle bokeh depth of field dynamic lighting, relecting off the walls in the room, keeping the room structure the same
Prompt: Imagine the world gradually changing into retro futuristic style (grainy and moody as <image>) as I walk. Use the audio for a retro-futuristic background music. 10s.
Transfer motion and styles
Apply motion and style references from an image or video across to your output.
Prompt: Apply the pose and motion from input video to provided character from this image. Apply style from image reference to the new video
Prompt: Rose is made from this crystal-like material
Prompt: Apply the motion of the whale swimming from the provided video to the provided image of fluid reflective material. Do not show the whale or water; instead, have this reflective moving material form a shape that resembles the whale as it swims. Replace water with white smooth material shapes that move
Swap characters or objects with a reference image
Provide an image of a character with your video, and the new character will match your motion and dialogue seamlessly.
Prompt: turn me into this character
Prompt: turn me into this character
Prompt: turn me into this character
Translate drawings into video
Turn sketches into realistic video – and use your doodles to guide how individual elements should move.
Prompt: turn this into realistic footage, using the drawing only as a guide for movement, do not show the drawing in the final video
Prompt: turn this into realistic footage, using the drawing only as a guide for movement, do not show the drawing in the final video
Prompt: turn this into realistic footage, using the drawing only as a guide for movement, do not show the drawing in the final video
Creating your prompts
Use our prompt guide to create realistic, coherent, and creative output.
Gemini Omni Flash delivers exceptional results in Video Editing, Text to Video, Image to Video, and Reference to Video.
[1] Human raters conducted direct side-by-side comparisons across 504 diverse examples (each including text prompts for editing, evaluating one generated video per example).
Omni's Editing capability has achieved leading results for: Overall Preference and Instruction Following in head-to-head comparisons by human raters against other leading video generation models on internal benchmarks [1].
Text to Video (Overall Preference & Instruction Following)
Participants viewed 1,003 prompts and respective videos on MovieGenBench, a benchmark dataset released by Meta. Omni performs best on Overall Preference and Instruction Following.
Text to Video (Fast Motion)
The Fast Motion evaluation dataset consists of 500 detailed text prompts designed to describe a wide variety of sports, athletic performances, and other activities. This dataset serves as a comprehensive benchmark for assessing the ability of AI models to interpret and generate highly dynamic, high-energy physical actions and diverse sporting events.
Participants viewed 355 image and text pairs from the VBench I2V benchmark, outputs across Gemini Omni Flash, Grok-Imagine-Video, and Kling tied, leading over other models.
[1] Human raters conducted direct side-by-side comparisons across 468 diverse examples (each including a mix of images, audio, and text prompts as references, evaluating one generated video per example).
Reference to Video
Omni's Reference to Video capability has achieved leading results for: Overall Preference and Speech Adherence in head-to-head comparisons by human raters against other leading video generation models on internal benchmarks [1].
From development to deployment
Gemini Omni Flash was developed in partnership with internal safety, security, and responsibility teams. A range of evaluations and red teaming activities were conducted to help improve the model and inform decision-making. These evaluations and activities align with Google's AI Principles and responsible AI approach , as well as Google's Generative AI policies (e.g. Gen AI Prohibited Use Policy and the Gemini API Additional Terms of Service ). Evaluation types included but were not limited to:
Training/development evaluations including automated and human evaluations carried out continuously throughout and after the model’s training, to monitor its progress and performance
Human red teaming conducted by specialist teams who sit outside of the model development team, across the policies and desiderata, deliberately trying to spot weaknesses and ensure the model adheres to safety policies and desired outcomes
Automated red teaming to dynamically evaluate Gemini Omni Flash for safety and security considerations at scale, complementing human red teaming and static evaluations
Ethics and safety reviews conducted ahead of the model’s release
Content created or edited with Omni in the Gemini app, Google Flow or YouTube includes our imperceptible SynthID digital watermark and C2PA Content Credentials . You can easily verify content through the Gemini app and coming soon to Chrome and Search. You can find out more about how we're expanding our content transparency and verification tools to help you understand how content was created and edited across the web in our blog post .
"At FLORA, we're building the creative intelligence layer for brands and studios. Gemini Omni Flash gives our users capabilities that weren't commercially viable before, from virtual garment replacement to cinematic product hero shots to kinetic typography at scale. It's one of the first models we've evaluated that closes the gap between what creative teams imagine and what AI can actually execute."
Alec Jo, Head of Applied AI, FLORA
"Integrating Gemini Omni Flash into Picsart marks a major milestone in democratizing creativity. By leveraging its native multimodal capabilities across our AI Video Generator, Playground, Flow, and Agent Marketplace, we enable 130M creators worldwide to generate high-quality video content with unprecedented speed. This integration unlocks advanced, automated editing features, allowing users to seamlessly move from imagination to professional-grade production on web and mobile."
Narek Hayrapetyan, Head of Product for Video, Picsart
“Gemini Omni Flash is one of the first models that artists can truly rely on. It has an excellent ability to generate and edit shots that have dynamic camera motion. It also is quite good at understanding style and motion in ways that competitive video models just don't get right.”
Andrew Carr, Co-Founder & Chief Scientist, Cartwheel
“Gemini Omni Flash is so good. Generating and iterating on gaming creatives used to take days; now, we can build and revise full videos in minutes just by talking to it. It almost feels like a cheat code (no pun intended).”
Ali Sadeghian, Co-Founder & CTO, Astrocade
“Gemini Omni Flash transformed our marketing production pipeline, helping us boost creative output by 23%, reduce workflow costs by 20%, and shorten editing turnaround times by 15%. With fast multimodal generation, realistic image-to-video creation, and reliable voice consistency, our team can produce and test more high-performing campaigns at scale."
Yunus Emre, CAIO, AI Lab (HubX)
"For text-to-video fidelity, Gemini Omni Flash out-performed other models, delivering production-ready quality for our async workflows. It flawlessly honored 9:16 vertical video, accurately rendered and synced Punjabi spoken dialogue, and handled complex multi-character scene logic with layered audio—non-negotiable wins for our user base."
Parth Chadha, Founder & CEO, Stan
"Artlist empowers creators to bring their visions to life. Through a deep partnership with Google, we've tailored the unique value of Gemini Omni Flash specifically for our platform. Leveraging its multimodal capabilities, we’re building apps and generative flows that unlock the model's full potential - empowering creators to explore stories from more angles than before."
Mor Lifshits, Head of Product, Artlist
“Lovart can leverage Gemini Omni Flash to power multimodal content creation and conversational editing. Lovart's users can generate marketing assets from text, images, or reference materials, then refine designs and videos through conversational editing. Gemini Omni Flash enables faster ideation, seamless iterations, and more context-aware creative outputs. This helps users reduce production time and create consistent, professional marketing materials, making high-quality video creation accessible to both professionals and beginners.”
Jane Huo, CMO, Lovart
“ With Gemini Omni Flash now available in Agent Opus, our users get an even more powerful model behind the end-to-end videos and motion graphics they already create. Omni led our internal evals on text, narrative, and motion — which means crisper on-screen text, more coherent storytelling, and more lifelike movement in every video.”
Head of Product, Agent Opus by OpusClip
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