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.
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| 模态 | 描述 |
|---|---|
| Grok Imagine Image Quality T2I API(Text to Image) | Grok Imagine Image Quality T2I API 使开发者能够将文本提示词转化为分辨率高达2K的逼真图像。凭借极致清晰的细节、多语言文本渲染和更精准的提示词遵循，它能够生成品牌级的视觉效果，非常适合用于网站首图、广告创意和产品渲染图。 |
| Grok Imagine Image Quality Edit API(Image to Image) | Grok Imagine Image Quality Edit API 赋能开发者使用参考输入来优化和重塑现有图像。凭借自然的光照、丰富的纹理和逼真的物理效果，它能生成针对产品渲染、营销活动和品牌级视觉效果进行优化的照片级逼真编辑。 |
| Grok Imagine Video Text-to-Video API | Grok Imagine Video Text-to-Video API 使开发者能够直接从文本提示生成分辨率高达 720p 的电影级视频。凭借长达 15 秒的可配置时长、灵活的宽高比以及原生音频合成技术，它能生成针对社交内容、广告创意和沉浸式视觉故事优化的照片级逼真视频序列。 |
| Grok Imagine Video Image-to-Video API | Grok Imagine Video Image-to-Video API 赋能开发者使用源图像和文本提示将静态图像转换为动态视频片段。通过将源图像作为第一帧固定、自然的动作生成以及同步的音频输出，它可以生成逼真的动画，非常适合产品展示、人像动画和场景生动化工作流。 |
| Grok Imagine Video Reference-to-Video | Grok Imagine Video Reference-to-Video API 赋予开发者生成视频的能力，支持最多7张参考图像的引导，可融入特定角色、对象或视觉风格，且无需固定起始帧。凭借跨帧一致的身份保留、长达10秒的灵活时长以及强大的构图保真度，它能生成针对虚拟试穿、产品植入和角色一致叙事进行优化的品牌级视频。 |
| Grok Imagine Video Edit API (Video-to-Video) | Grok Imagine Video Edit API 赋能开发者使用自然语言指令修改现有视频。它具备高保真场景保留功能，支持基于提示词进行针对性修改，输出视频可保留原始时长和高达 720p 的宽高比，从而生成精确的视频编辑结果，非常适合后期制作工作流、营销活动和迭代式创意优化。 |
Grok-Imagine Models 新功能 + 展示
将先进模型与 Atlas Cloud 的 GPU 加速平台相结合，为图像和视频生成提供无与伦比的速度、可扩展性和创意控制。
使用 Grok Imagine 图像质量 API 的超高分辨率渲染
Grok Imagine Image Quality API 提供高达 2K 分辨率的图像生成，确保每次输出都具有极其清晰的细节。通过在缩放时保留细腻的纹理和复杂的构图，用户可以制作出即使在超大画幅下展示也依然清晰的视觉内容。它是主视觉图、广告创意和品牌级产品渲染的终极解决方案。
使用 Grok Imagine Image Quality API 的多语言文本渲染
Grok Imagine Image Quality API 在生成的图像中直接提供支持多语言的同类最佳文本渲染功能。通过准确还原任何语言的排版、文字符号和字符，用户可以将清晰可读的文案嵌入到视觉作品中，而无需进行手动后期编辑。这是广告创意、本地化营销活动和品牌级视觉效果的终极解决方案。
基于 Grok Imagine 图像质量 API 的照片级逼真图像生成
Grok Imagine Image Quality API 能够生成逼真的输出效果，在每个场景中都展现出自然的光照、丰富的纹理和令人信服的物理特性。通过模拟真实世界的光学和材质行为，用户可以制作出在视觉上与专业摄影真假难辨的图像。这是用于产品渲染、主图和高端品牌视觉效果的终极解决方案。
使用 Grok Imagine Image Quality API 进行精确的提示词控制与基于参考的编辑
Grok Imagine Image Quality API 支持更精准的提示词遵循，以及由参考输入驱动的高级图像编辑功能。通过解析详细指令并匹配上传参考图中的风格特征，用户可以以极高的精度完善和重塑视觉效果。它是广告创意、产品渲染和一致品牌级视觉效果的终极解决方案。
您可以使用 Grok Imagine 模型做什么
探索使用该模型家族可以构建的实际应用场景和工作流 — 从内容创作、自动化到生产级应用。
借助 Grok Imagine 图像质量 API 打造照片级逼真的品牌视觉
Grok Imagine 图像质量 API 使创作者和开发者能够生成具有自然光照、丰富纹理和真实物理效果的逼真视觉效果。该 API 是追求工作室级别输出的营销团队和设计工作室的理想之选，可渲染清晰的 2K 分辨率和栩栩如生的材质细节——支持生成主图、广告创意和高端产品渲染图。
使用 Grok Imagine Image Quality API 进行多语言海报与广告设计
对于全球分发的创意内容，Grok Imagine Image Quality API 能够生成具备同类最佳文本渲染效果、准确的多语言排版以及直接在艺术作品中清晰集成字符的图像。此用例适用于广告代理商、本地化专家和品牌设计师，帮助他们制作需要将清晰易读、符合品牌形象的文案嵌入到最终图像中的视觉效果。
使用 Grok Imagine Image Quality API 进行基于参考的图像编辑
Grok Imagine Image Quality API 赋能设计师，通过更严格的提示词遵循、基于参考的输入以及精准的构图控制，对现有视觉内容进行优化和重塑。该 API 能够跨越多次编辑保持风格一致性，是迭代式创意生产和品牌一致性工作流的理想之选——支持概念细化、设计变体生成以及为商业活动打造精细的最终资产。
基于 Grok Imagine Video 文本生成视频 API 的电影级产品展示
Grok Imagine Video Text-to-Video API 使创作者和开发者能够仅凭单一文本提示生成电影级视频片段，并配有原生音频和高达 720p 的分辨率。该 API 是追求生产级视频输出的营销团队和内容工作室的理想之选，它能渲染动态运动、自然的摄像机移动和同步音效——为品牌活动、社交媒体内容和沉浸式广告叙事提供支持。
使用 Grok Imagine Video 图生视频 API 制作人像与产品动画
对于希望为静态视觉作品注入生命的创作者而言，Grok Imagine Video 图生视频 API 可将静态图像转化为流畅、逼真的视频片段，并以源图像作为第一帧。该应用场景非常适合电子商务品牌、数字艺术家和广告团队，用于制作需要与原始资产保持视觉连续性的产品动画展示、人像动画和场景生动化内容。
使用 Grok Imagine Video Edit API 进行无损视频修饰
对于需要对现有素材进行精确、定向修改的后期制作团队和创意机构，Grok Imagine Video Edit API 可将自然语言指令应用于现有视频，同时保留原始场景、运动和构图。该应用场景适合视频剪辑师、营销制作人和完善营销活动素材的品牌团队——能够在不破坏原有视频结构的情况下，实现道具添加、服装更换和视觉风格重塑。
模型对比
查看不同厂商的模型表现 — 对比性能、价格和独特优势，做出明智决策。
| 模型 | 参考图像限制 | 输出数量 | 分辨率 | 宽高比 |
|---|---|---|---|---|
| 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 |
如何在 Atlas Cloud 上使用 Grok-Imagine Models
几分钟即可上手 — 按照以下简单步骤，通过 Atlas Cloud 平台集成和部署模型。
创建 Atlas Cloud 账户
在 atlascloud.ai 注册并完成验证。新用户可获得免费额度，用于探索平台和测试模型。
为何在 Atlas Cloud 使用 Grok-Imagine Models
将先进的 Grok-Imagine Models 模型与 Atlas Cloud 的 GPU 加速平台相结合，提供无与伦比的性能、可扩展性和开发体验。
性能与灵活性
低延迟：
GPU 优化推理，实现实时响应。
统一 API：
一次集成，畅用 Grok-Imagine Models、GPT、Gemini 和 DeepSeek。
透明定价：
按 Token 计费，支持 Serverless 模式。
企业与规模
开发者体验：
SDK、数据分析、微调工具和模板一应俱全。
可靠性：
99.99% 可用性、RBAC 权限控制、合规日志。
安全与合规：
SOC 2 Type II 认证、HIPAA 合规、美国数据主权。
FAQ
Grok Imagine Image Quality 是 xAI 的高保真文本生成图像及图像编辑模型，旨在提供照片级逼真的视觉效果，与标准 Grok Imagine Image 模型相比，具有更强的文本渲染能力、更精准的提示词遵循以及更丰富的细节。
该模型支持最高2K分辨率的图像生成，具有极其锐利的细节、自然的光照、丰富的纹理和逼真的物理效果，非常适合用于主视觉图、广告创意和产品渲染图。
Grok Imagine Image Quality 提供同类最佳的文本渲染功能，并具备更强大的多语言支持，可直接在生成的图像中呈现清晰易读的排版文字——非常适合用于海报、社交媒体图文和广告创意。
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.
API支持16:9（宽屏）、9:16（移动端/快拍）、1:1（社交媒体）、4:3、3:2及其对应的竖屏格式——涵盖了广告创意、社交内容和影视制作的所有主流平台格式。
文生视频和图生视频支持最长 15 秒的时长，参考生视频支持最长 10 秒，视频编辑保留原始素材长度，上限为 8.7 秒。所有模式均支持 720p HD 或 480p 输出，建议将 720p 用于品牌级和广告创意输出。
是的。Grok Imagine Video API 具备原生音频生成功能，能够自动生成与视觉内容相匹配的同步音效、背景音乐和环境音——无需单独的后期制作流程。
是的。Grok Imagine Video Reference-to-Video API 最多支持接收 7 张参考图像，以在整个视频中保持一致的身份、服装和场景构图——非常适合虚拟试穿、产品植入和角色一致的故事讲述。
探索更多系列
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.
Happy Horse 1.0
HappyHorse-1.0 is a unified multimodal AI video generation model that climbed to the top of the Artificial Analysis Video Arena blind-test leaderboard for both text-to-video and image-to-video generation. CNBC Alibaba Group confirmed ownership of HappyHorse, developed under its Alibaba Token Hub (ATH) business unit, where it leads benchmarks outperforming ByteDance's Seedance 2.0 and others. Caixin Global Led by Zhang Di — the former VP of Kuaishou who architected Kling AI — the 15-billion parameter model generates 1080p video with synchronized audio in a single pass using a unified transformer architecture that bypasses the multi-stage pipelines used by every major competitor.
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.
Veo3.1 Models
Google DeepMind’s Veo 3.1 represents a paradigm shift in AI video generation, empowering creators with director-level narrative control and cinematic-grade audio quality that seamlessly integrates with its enhanced visual realism. By bridging the gap between imaginative concepts and photorealistic execution, this advanced model offers a transformative solution for a wide range of application scenarios, from professional filmmaking and high-end advertising to immersive digital content creation.
ERNIE Image Models
ERNIE-Image is an open-weight text-to-image model developed by the ERNIE-Image Team at Baidu, built on a single-stream Diffusion Transformer (DiT) with 8B parameters and paired with a lightweight Prompt Enhancer that rewrites short prompts into richer, more structured descriptions before passing them to the diffusion backbone. NYU Shanghai RITS Released on April 15, 2026 under the Apache 2.0 license, it transforms natural language descriptions into detailed imagery with particular strength in text rendering and structured layout generation. ERNIE-Image is designed not only for strong visual quality, but for controllability in practical generation scenarios where accurate content realization matters as much as aesthetics — making it well-suited for commercial posters, comics, multi-panel layouts, and other content creation tasks that require both visual quality and precise control.
GPT Image Models
The GPT Image Family is OpenAI's latest suite of multimodal image generation and editing models, built on the powerful GPT architecture. This family includes three tiers — GPT Image-1, GPT Image-1.5, and GPT Image-1 Mini — each available in both Text-to-Image and Image-to-Image variants. Combining GPT's world-class language understanding with DALL·E-class visual synthesis, these models deliver exceptional prompt adherence, photorealistic rendering, and creative versatility across illustration, photography, design, and visualization tasks. The series offers flexible pricing and quality tiers to match any workflow — from rapid prototyping and high-volume content production to professional-grade final deliverables. Whether you need ultra-fast iterations at minimal cost or maximum quality for brand campaigns, the GPT Image Family has a solution tailored to your needs.
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.
Seedream5.0 Models
Seedream 5.0, developed by ByteDance’s Jimeng AI, is a high-performance AI image generation model that integrates real-time search with intelligent reasoning. Purpose-built for time-sensitive content and complex visual logic, it excels at professional infographics, architectural design, and UI assistance. By blending live web insights with creative precision, Seedream 5.0 empowers commercial branding and marketing with a seamless, logic-driven workflow that turns sophisticated data into stunning, high-fidelity visuals.
Kling3.0 Models
Kuaishou’s flagship video generation suite, Kling 3.0, features two powerhouse models—Kling 3.0 (Upgraded from Kling 2.6) and Kling 3.0 Omni (Kling O3, Upgraded from Kling O1)—both offering high-fidelity native audio integration. While Kling 3.0 excels in intelligent cinematic storytelling, multilingual lip-syncing, and precision text rendering, Kling O3 sets a new standard for professional-grade subject consistency by supporting custom subjects and voice clones derived from video or image inputs. Together, these models provide a comprehensive solution tailored for cinematic narratives, global marketing campaigns, social media content, and digital skit production.
