Gemini Omni
Gemini Omni (by Google DeepMind) is a video generation and editing model launched on May 20, 2026 at Google I/O that redefines the standard for "reasoning-driven creation," built specifically to solve the core challenge of AI video: making output that actually understands what you mean, not just what you type. It fuses Gemini's reasoning engine with generative capability, accepting any mix of images, text, video, and audio to produce consistent, knowledge-grounded output. Unlike models that start from scratch each time, Omni lets you edit through natural conversation — swapping objects, rewriting scenes, shifting styles — while keeping physics, characters, and continuity intact across every turn.
Explore the Leading Gemini Omni
Atlas Cloud provides you with the latest industry-leading creative models.
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| Modality | Description |
|---|---|
| Grok Imagine Image Quality T2I API(Text to Image) | The Grok Imagine Image Quality T2I API empowers developers to transform text prompts into photorealistic images at up to 2K resolution. With razor-sharp details, multilingual text rendering, and tighter prompt following, it generates brand-grade visuals optimized for hero images, advertising creatives, and product renders. |
| Grok Imagine Image Quality Edit API(Image to Image) | The Grok Imagine Image Quality Edit API empowers developers to refine and restyle existing images using reference inputs. With natural lighting, rich textures, and believable physics, it generates photorealistic edits optimized for product renders, marketing campaigns, and brand-grade visuals. |
| Grok Imagine Video Text-to-Video API | The Grok Imagine Video Text-to-Video API empowers developers to generate cinematic videos directly from text prompts at up to 720p resolution. With configurable duration up to 15 seconds, flexible aspect ratios, and native audio synthesis, it produces photorealistic video sequences optimized for social content, advertising creatives, and immersive visual storytelling. |
| Grok Imagine Video Image-to-Video API | The Grok Imagine Video Image-to-Video API empowers developers to animate still images into dynamic video clips using a source image and text prompt. With the source image anchored as the first frame, natural motion generation, and synchronized audio output, it produces photorealistic animations optimized for product showcases, portrait animation, and scene bring-to-life workflows. |
| Grok Imagine Video Reference-to-Video | The Grok Imagine Video Reference-to-Video API empowers developers to generate videos guided by up to 7 reference images, incorporating specific characters, objects, or visual styles without fixing a start frame. With consistent identity preservation across frames, flexible duration up to 10 seconds, and strong compositional fidelity, it generates brand-grade videos optimized for virtual try-on, product placement, and character-consistent storytelling. |
| Grok Imagine Video Edit API (Video-to-Video) | The Grok Imagine Video Edit API empowers developers to modify existing videos using natural language instructions. With high-fidelity scene preservation, targeted prompt-based changes, and output that retains the original duration and aspect ratio up to 720p, it generates precise video edits optimized for post-production workflows, marketing campaigns, and iterative creative refinement. |
New features of Gemini Omni + Showcase
Combining advanced models with Atlas Cloud's GPU-accelerated platform delivers unmatched speed, scalability, and creative control for image and video generation.
Ultra-High Resolution Rendering using Grok Imagine Image Quality API
The Grok Imagine Image Quality API delivers image generation at up to 2K resolution with razor-sharp details across every output. By preserving fine textures and intricate composition at scale, users can produce visuals that remain crisp even when displayed at oversized formats. It is the ultimate solution for hero images, advertising creatives, and brand-grade product renders.
Multilingual Text Rendering using Grok Imagine Image Quality API
The Grok Imagine Image Quality API offers best-in-class text rendering across multiple languages directly within generated images. By accurately reproducing typography, scripts, and characters in any language, users can embed readable copy into their visuals without manual post-editing. It is the ultimate solution for advertising creatives, localized marketing campaigns, and brand-grade visuals.
Photorealistic Image Generation using Grok Imagine Image Quality API
The Grok Imagine Image Quality API generates photorealistic outputs featuring natural lighting, rich textures, and believable physics in every scene. By simulating real-world optics and material behavior, users can produce images that are visually indistinguishable from professional photography. It is the ultimate solution for product renders, hero images, and high-end brand visuals.
Precise Prompt Control and Reference-Based Editing using Grok Imagine Image Quality API
The Grok Imagine Image Quality API supports tighter prompt following alongside advanced image editing powered by reference inputs. By interpreting detailed instructions and matching style cues from uploaded references, users can refine and restyle visuals with pinpoint accuracy. It is the ultimate solution for ad creatives, product renders, and consistent brand-grade visuals.
What You Can Do with Grok Imagine Models
Discover practical use cases and workflows you can build with this model family — from content creation and automation to production-grade applications.
Photorealistic Brand Visuals with the Grok Imagine Image Quality API
The Grok Imagine Image Quality API enables creators and developers to produce photorealistic visuals featuring natural lighting, rich textures, and believable physics. Ideal for marketing teams and design studios pursuing studio-grade output, the API renders crisp 2K resolution and lifelike material detail—supporting hero images, advertising creatives, and high-end product renders.
Multilingual Poster and Ad Design Using the Grok Imagine Image Quality API
For globally distributed creative content, the Grok Imagine Image Quality API generates images with best-in-class text rendering, accurate multilingual typography, and clean character integration directly within the artwork. This use case fits advertising agencies, localization specialists, and brand designers producing visuals that require legible, on-brand copy embedded into the final image.
Reference-Based Image Editing with the Grok Imagine Image Quality API
The Grok Imagine Image Quality API empowers designers to refine and restyle existing visuals through tighter prompt following, reference-driven inputs, and pinpoint compositional control. Ideal for iterative creative production and brand consistency workflows, the API maintains stylistic coherence across edits—supporting concept refinement, design variation, and polished final assets for commercial campaigns.
Cinematic Product Showcases with the Grok Imagine Video Text-to-Video API
Grok Imagine Video Text-to-Video API enables creators and developers to generate cinematic video sequences from a single text prompt, complete with native audio and up to 720p resolution. Ideal for marketing teams and content studios pursuing production-ready video output, the API renders dynamic motion, natural camera movement, and synchronized sound—supporting brand campaigns, social media content, and immersive advertising narratives.
Portrait and Product Animation with the Grok Imagine Video Image-to-Video API
For creators looking to breathe life into static visuals, the Grok Imagine Video Image-to-Video API transforms still images into fluid, photorealistic video clips anchored to the source image as the first frame. This use case fits e-commerce brands, digital artists, and advertising teams producing animated product showcases, portrait animations, and scene bring-to-life content that demands visual continuity from the original asset.
Non-Destructive Video Retouching with the Grok Imagine Video Edit API
For post-production teams and creative agencies requiring precise, targeted modifications to existing footage, the Grok Imagine Video Edit API applies natural language instructions to an existing video while preserving the original scene, motion, and composition. This use case fits video editors, marketing producers, and brand teams refining campaign footage—enabling prop additions, outfit changes, and visual restyling without disrupting the underlying video structure.
Model Comparison
See how models from different providers stack up — compare performance, pricing, and unique strengths to make an informed decision.
| Model | Reference Image Limit | Output Num | Resolution | Aspect Ratio |
|---|---|---|---|---|
| Grok Imagine Image Quality | 8 | 1~4 | 2K, 1K | Auto, 1:1, 3:2, 2:3, 3:4, 4:3, 9:16, 16:9, 9:19.5, 19.5:9, 9:20, 20:9, 1:2, 2:1 |
| Nano Banana 2 | 14 | 1 | 4K, 2K, 1K | 1:1, 3:2, 2:3, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, 21:9 |
| Nano Banana Pro | 10 | 1 | 4K, 2K, 1K | 1:1, 3:2, 2:3, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, 21:9 |
| Seedream 5.0 Lite | 14 | 1~15 | 2K~4K+ | 1:1, 3:2, 2:3, 3:4, 4:3, 4:5, 5:4, 9:16, 16:9, 21:9 |
| Qwen-Image | 3 | 1~6 | 512P~2K | Width[512, 2048]px, Height[512, 2048]px |
How to Use Gemini Omni on Atlas Cloud
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Create an Atlas Cloud Account
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Why Use Gemini Omni on Atlas Cloud
Combining the advanced Gemini Omni models with Atlas Cloud's GPU-accelerated platform provides unmatched performance, scalability, and developer experience.
Performance & flexibility
Low Latency:
GPU-optimized inference for real-time reasoning.
Unified API:
Run Gemini Omni, GPT, Gemini, and DeepSeek with one integration.
Transparent Pricing:
Predictable per-token billing with serverless options.
Enterprise & Scale
Developer Experience:
SDKs, analytics, fine-tuning tools, and templates.
Reliability:
99.99% uptime, RBAC, and compliance-ready logging.
Security & Compliance:
SOC 2 Type II, HIPAA alignment, data sovereignty in US.
FAQ
Grok Imagine Image Quality is xAI's higher-fidelity text-to-image and image-editing model, designed to deliver photorealistic visuals with stronger text rendering, tighter prompt following, and richer detail than the standard Grok Imagine Image model.
The model supports image generation up to 2K resolution, with razor-sharp details, natural lighting, rich textures, and believable physics suitable for hero images, advertising creatives, and product renders.
Grok Imagine Image Quality offers best-in-class text rendering with stronger multilingual support, producing legible typography directly within generated images—ideal for posters, social graphics, and ad creatives.
Quality Mode trades slightly higher latency for noticeably better output—more accurate compositions, stronger text rendering, and greater realism—making it the recommended choice for final visuals such as ads, hero images, and client deliverables.
The API supports 16:9 (widescreen), 9:16 (mobile/stories), 1:1 (social media), 4:3, 3:2, and their portrait counterparts—covering all major platform formats for advertising creatives, social content, and cinematic productions.
Text-to-Video and Image-to-Video support durations up to 15 seconds, Reference-to-Video up to 10 seconds, and Video Edit retains the original footage length capped at 8.7 seconds. All modes output at 720p HD or 480p, with 720p recommended for brand-grade and advertising creative output.
Yes. The Grok Imagine Video API features native audio generation, automatically producing synchronized sound effects, background music, and ambient audio matched to the visual content—no separate post-production workflow required.
Yes. The Grok Imagine Video Reference-to-Video API accepts up to 7 reference images to maintain consistent identity, clothing, and scene composition throughout the video—ideal for virtual try-on, product placement, and character-consistent storytelling.
Explore More Families
Seedance 2.0 Models
Seedance 2.0（by Bytedance） is a multimodal video generation model that redefines "controllable creation," moving beyond the limitations of text or start/end frames. It supports quad-modal inputs—text, image, video, and audio—and introduces an industry-leading "Universal Reference" system. By precisely replicating the composition, camera movement, and character actions from reference assets, Seedance 2.0 solves critical issues with character consistency and physical coherence, empowering creators to act as true "directors" with deep control over their output.
Grok-Imagine Models
Grok Imagine Image Quality is xAI's latest AI image generation model, delivering studio-grade visuals with up to 2K resolution and razor-sharp detail. It offers best-in-class text rendering across multiple languages, photorealistic outputs with natural lighting, rich textures, and believable physics, plus tighter prompt following and image editing with reference inputs for precise creative control. Ideal for hero images, ad creatives, product renders, and brand-grade visuals.
Gemini Omni
Gemini Omni (by Google DeepMind) is a video generation and editing model launched on May 20, 2026 at Google I/O that redefines the standard for "reasoning-driven creation," built specifically to solve the core challenge of AI video: making output that actually understands what you mean, not just what you type. It fuses Gemini's reasoning engine with generative capability, accepting any mix of images, text, video, and audio to produce consistent, knowledge-grounded output. Unlike models that start from scratch each time, Omni lets you edit through natural conversation — swapping objects, rewriting scenes, shifting styles — while keeping physics, characters, and continuity intact across every turn.
GPT Image 2 Models
GPT Image 2 is a state-of-the-art multimodal foundation model engineered for exceptional text-to-image generation with unprecedented photorealism and creative versatility. Developed by OpenAI as the evolution of the DALL-E lineage, it transforms detailed natural language descriptions into hyper-realistic imagery at up to 4K resolution. With proprietary "Neural Rendering Engine" technology for precise visual control, GPT Image 2 delivers studio-quality results with accurate anatomy, lighting, and composition—making it the premier AI tool for professional creators, enterprises, and developers demanding production-ready visual assets.
Google Models on Atlas Cloud | Gemini, Nano Bananas & Veo
Google's most powerful creative models are all available on Atlas Cloud. Veo 3.1 delivers cinematic video generation, Nano Banana 2 powers high-fidelity image creation, and Gemini brings multimodal intelligence to every workflow. Access the full Google model suite through one API key with Day-0 availability and pay-as-you-go pricing.
ByteDance Models on Atlas Cloud | Seedance & Seedream
From cinematic video generation to high-fidelity image creation, ByteDance's most powerful models are live on Atlas Cloud. Run Seedance and Seedream at scale with the lowest inference pricing and zero infrastructure overhead.
Alibaba Models on Atlas Cloud | Wan & Qwen
Atlas Cloud brings together Alibaba's full model lineup under one API: Qwen for language and image tasks, Wan for video generation up to 1080p. Access every model pay-as-you-go with no subscriptions. The Alibaba API is available via a single base URL using your existing OpenAI-compatible client.
MAI Image 2.5 Models
MAI-Image-2.5 is Microsoft's latest photorealistic image generation and editing model family, built for commercial design, product photography, and brand-ready content creation. Available in standard and Flash variants for both text-to-image and image editing, it delivers best-in-class Arena ELO scores at competitive pricing — starting from $0.03 per image. With precise text rendering, surgical editing capability, and natural portrait generation, MAI-Image-2.5 is designed for teams that need production-quality visuals without post-processing overhead.
Wan2.7 Models
Launching this March, Wan2.7 is the latest powerhouse in the Qwen ecosystem, delivering a massive upgrade in visual fidelity, audio synchronization, and motion consistency over version 2.6. This all-in-one AI video generator supports advanced features like first-and-last frame control, 3x3 grid synthesis, and instruction-based video editing. Outperforming competitors like Jimeng, Wan2.7 offers superior flexibility with support for real-person image inputs, up to five video references, and 1080P high-definition outputs spanning 2 to 15 seconds, making it the premier choice for professional digital storytelling and high-end content marketing.
Nano Banana2 Models
Nano Banana 2 (by Google), is a generative image model that perfectly balances lightning-fast rendering with exceptional visual quality. With an improved price-performance ratio, it achieves breakthrough micro-detail depiction, accurate native text rendering, and complex physical structure reconstruction. It serves as a highly efficient, commercial-grade visual production tool for developers, marketing teams, and content creators.
Doubao Models
Doubao is ByteDance's family of large language models, engineered for production-grade reasoning, coding, and high-volume agentic workloads. Spanning flagship Seed 2.0 Pro, a dedicated Code Preview variant, cost-efficient Lite and Mini tiers, plus the proven Seed 1.8 and Seed 1.6 generations, the lineup gives developers a single, OpenAI-compatible interface to scale from frontier reasoning down to latency-sensitive, high-throughput tasks. Every Doubao model on Atlas Cloud ships with a 256K-token context window, streaming, and drop-in SDK compatibility — so you can match the right model to each job without rewriting your stack.
Hunyuan 3D Generation Models
Hunyuan3D is a state-of-the-art 3D generative foundation model from Tencent that turns text prompts and single images into high-quality, textured 3D meshes. Built on a two-stage pipeline—Hunyuan3D-DiT for shape generation via flow-matching diffusion and Hunyuan3D-Paint for multi-view texture synthesis—it produces clean geometry with full PBR materials ready for game engines, AR/VR, 3D printing, and DCC tools. Available in Pro (up to 1.5M faces, 4K PBR textures) and Rapid (2–3 minute lightweight generation) tiers, with both Text-to-3D and Image-to-3D entry points, Hunyuan3D is the premier AI 3D toolkit for game developers, e-commerce teams, and 3D content studios. Generations start at $0.02 each.
