Veo3.1 Video 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.
探索领先模型
Atlas Cloud 为您提供最新的行业领先创意模型。
Veo3.1 Video Models 的核心亮点
Atlas Cloud 为您提供业界领先的最新创意模型。
电影级视觉质量
生成多种宽高比的高保真视频，满足专业输出需求。
视觉一致性
在不同镜头中保持角色和物体的同一性。
精准的导演级控制
支持“首帧和尾帧”输入，以精确定义场景过渡和叙事流程。
原生音频生成
在视频生成过程中直接生成同步的高质量音频，包括语音和音效。
峰值速度
最低成本
| Modality | Description |
|---|---|
| Veo 3.1 T2V API(Text To Video) | Veo 3.1 T2V API empowers developers to convert complex text prompts into high-fidelity, cinematic video sequences with unprecedented narrative control. It generates realistic, audio-synced content that bridges the gap between creative scripts and professional-grade visual storytelling. |
| Veo 3.1 I2V API(Image To Video) | The Veo 3.1 I2V API brings static imagery to life by utilizing an uploaded image as the definitive first frame, with the optional capability to incorporate a secondary image as the target end frame. This precision-driven approach ensures seamless temporal transitions and visual consistency, making it ideal for high-end animation and precise keyframe-based production. |
| Veo 3.1 R2V API(Image To Video) | Veo 3.1 R2V API uses reference images to guide the visual elements, characters, and overall aesthetic of the generated video. Rather than serving as a literal starting point, the reference image acts as a creative blueprint, ensuring that the output maintains brand identity and artistic cohesion across diverse scenes. |
| Veo 3.1 Fast T2V API(Text To Video) | Veo 3.1 Fast T2V API(Text To Video) optimizes the text-to-video workflow to deliver rapid generation speeds without compromising core cinematic quality. Engineered for low-latency performance, it is the perfect solution for real-time creative brainstorming, agile marketing iterations, and interactive digital experiences that require near-instant visual output. |
| Veo 3.1 Fast I2V API(Image To Video) | Veo 3.1 Fast I2V API combines rapid processing power with image-driven motion synthesis, transforming a starting visual asset into a dynamic video clip in seconds. It provides a high-speed pathway for developers to animate static content for social media and rapid prototyping, maintaining high temporal accuracy and visual fidelity throughout the accelerated generation process. |
Veo3.1 Video 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 FLUX.2 API 实现增强的纹理保真度和逼真光影
FLUX.2 模型利用其 320 亿参数架构，在所有视觉输出中呈现更清晰的纹理和更稳定的光照。通过优化潜在空间中的光物质相互作用，用户可以为高端产品可视化和专业摄影实现逼真的效果。它是超写实渲染、材质一致性和工作室级数字资产的终极解决方案。
使用 FLUX.2 API 进行高级排版与图形渲染
FLUX.2 支持复杂的排版布局和精细的 UI 模拟，确保即使是微型文本也能保持清晰锐利。通过集成复杂的字符级编码，用户可以精确渲染信息图表、模因和品牌内容，实现零字符失真。它是专业平面设计、界面原型制作和文本密集型创意作品的终极解决方案。
使用 FLUX.2 API 进行结构化提示词理解与组合控制
FLUX.2 引擎提供了卓越的逻辑，能够以高保真度解读多段落提示词和复杂的空间约束。通过解码细微的关系指令，用户可以精准地编排多主体场景，并严格遵循构图意图。它是复杂叙事、分层数字艺术和精准视觉叙事的终极解决方案。
使用 Veo3.1 Video Models 可以做什么
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。
使用 FLUX.2 API 进行照片级高保真渲染
FLUX.2 模型让创作者和开发者能够构建超逼真的视觉内容，保留栩栩如生的纹理、稳定的光照和物理准确性。32B 参数架构非常适合专业产品摄影和建筑可视化，确保一致的表面反射和材质深度——支持高端营销资产、奢侈品牌样机和工作室级数字摄影。
使用 FLUX.2 API 进行精准排版设计与布局
The Veo 3.1 API integrates state-of-the-art generative audio technology to produce high-fidelity, natively synced soundscapes for every clip. By analyzing visual motion and environmental context, it automatically crafts immersive Foley, atmospheric textures, and rhythmic scores that align perfectly with the on-screen action. This provides a turnkey solution for professional-grade audio-visual harmony, eliminating the need for manual post-production.
逻辑场景构图与4MP高清编辑
FLUX.2 对结构化、多部分提示词提供了无与伦比的解析能力，能够实现复杂的多主体场景和复杂的空间布局。该 API 支持高达 400 万像素的高分辨率编辑，促进了无缝的图生图转换和精确的局部调整——为需要在大型创意项目中保持逻辑一致性的专业数字艺术家和远见者提供了高效的一站式解决方案。
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。
| Model | Input Types | Output Duration | Resolution | Audio Generation |
|---|---|---|---|---|
| Veo 3.1 | Text, Image | 4s; 6s; 8s | 1080P, 720P | √ |
| Seedance 2.0 | Text, Image, Video, Audio | 5s; 10s | 2K, 1080P, 720P, 480P | √ |
| Kling 3.0 | Text, Image, Video | 3~15s | 720P | √ |
| Wan 2.6 | Text, Image, Video | 5s; 10s; 15s | 1080P, 720P | √ |
如何在 Atlas Cloud 上使用 Veo3.1 Video 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 Veo3.1 Video Models
将先进的 Veo3.1 Video 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 Veo3.1 Video 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。
关于 Veo3.1 Video Models 的常见问题
它集成了图像生成、局部编辑和多图合成功能。FLUX.2 比其前代产品快 30%-50%，原生支持 4MP 高分辨率输出，在物理逻辑、光照和纹理方面实现了逼真的卓越效果。
FLUX.2 即使在复杂场景中也能渲染出清晰、准确的文本，支持长段落和微型字体。通过集成 Mistral-3 24B 视觉语言模型，它在信息图表、UI 原型（Mockups）和文本密集型品牌资产方面表现出色。
FLUX.2 由 Black Forest Labs (BFL) 开发，该公司由 Stable Diffusion (SDXL) 的原班创始团队创立。该团队曾开创了潜在扩散（Latent Diffusion）技术，现在通过 32B 参数的 Rectified Flow 架构重新定义了视觉智能。
探索更多系列
Promote Models (Qwen)
Wan 2.7 Video 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 Banana 2 Image 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.
Seedream 5.0 Image 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.
Seedance 2.0 Video 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.
Kling 3.0 Video 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.
GLM LLM Models
GLM is a cutting-edge LLM series by Z.ai (Zhipu AI) featuring GLM-5, GLM-4.7, and GLM-4.6. Engineered for complex systems and long-horizon agentic tasks, GLM-5 outperforms top-tier closed-source models in elite benchmarks like Humanity’s Last Exam and BrowseComp. While GLM-4.7 specializes in reasoning, coding, and real-world intelligent agents, the entire GLM suite is fast, smart, and reliable, making it the ultimate tool for building websites, analyzing data, and delivering instant, high-quality answers for any professional workflow.
Open AI Model Families
Explore OpenAI’s language and video models on Atlas Cloud: ChatGPT for advanced reasoning and interaction, and Sora-2 for physics-aware video generation.
Vidu Video Models
Vidu, a joint innovation by Shengshu AI and Tsinghua University, is a high-performance video model powered by the original U-ViT architecture that blends Diffusion and Transformer technologies. It delivers long-form, highly consistent, and dynamic video content tailored for professional filmmaking, animation design, and creative advertising. By streamlining high-end visual production, Vidu empowers creators to transform complex ideas into cinematic reality with unprecedented efficiency.
Van Video Models
Built on the Wan 2.5 and 2.6 frameworks, Van Model is a flagship AI video series that delivers superior high-resolution outputs with unmatched creative freedom. By blending cinematic 3D VAE visuals with Flow Matching dynamics, it leverages proprietary compute distillation to offer ultra-fast inference speeds at a fraction of the cost, making it the premier engine for scalable, high-frequency video production on a budget.
MiniMax LLM Models
As a premier suite of Large Language Models (LLMs) developed by MiniMax AI, MiniMax is engineered to redefine real-world productivity through cutting-edge artificial intelligence. The ecosystem features MiniMax M2.5, which is purpose-built for high-efficiency professional environments, and MiniMax M2.1, a model that offers significantly enhanced multi-language programming capabilities to master complex, large-scale technical tasks. By achieving SOTA performance in coding, agentic tool use, intelligent search, and office workflow automation, MiniMax empowers users to streamline a wide range of economically valuable operations with unparalleled precision and reliability.
Moonshot LLM Models
Kimi is a large language model developed by Moonshot AI, designed for reasoning, coding, and long-context understanding. It performs well in complex tasks such as code generation, analysis, and intelligent assistants. With strong performance and efficient architecture, Kimi is suitable for enterprise AI applications and developer use cases. Its balance of capability and cost makes it an increasingly popular choice in the LLM ecosystem.
Promote Models (Qwen)
Wan 2.7 Video 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 Banana 2 Image 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.
Seedream 5.0 Image 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.
Seedance 2.0 Video 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.
Kling 3.0 Video 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.
GLM LLM Models
GLM is a cutting-edge LLM series by Z.ai (Zhipu AI) featuring GLM-5, GLM-4.7, and GLM-4.6. Engineered for complex systems and long-horizon agentic tasks, GLM-5 outperforms top-tier closed-source models in elite benchmarks like Humanity’s Last Exam and BrowseComp. While GLM-4.7 specializes in reasoning, coding, and real-world intelligent agents, the entire GLM suite is fast, smart, and reliable, making it the ultimate tool for building websites, analyzing data, and delivering instant, high-quality answers for any professional workflow.
Open AI Model Families
Explore OpenAI’s language and video models on Atlas Cloud: ChatGPT for advanced reasoning and interaction, and Sora-2 for physics-aware video generation.
Vidu Video Models
Vidu, a joint innovation by Shengshu AI and Tsinghua University, is a high-performance video model powered by the original U-ViT architecture that blends Diffusion and Transformer technologies. It delivers long-form, highly consistent, and dynamic video content tailored for professional filmmaking, animation design, and creative advertising. By streamlining high-end visual production, Vidu empowers creators to transform complex ideas into cinematic reality with unprecedented efficiency.
Van Video Models
Built on the Wan 2.5 and 2.6 frameworks, Van Model is a flagship AI video series that delivers superior high-resolution outputs with unmatched creative freedom. By blending cinematic 3D VAE visuals with Flow Matching dynamics, it leverages proprietary compute distillation to offer ultra-fast inference speeds at a fraction of the cost, making it the premier engine for scalable, high-frequency video production on a budget.
MiniMax LLM Models
As a premier suite of Large Language Models (LLMs) developed by MiniMax AI, MiniMax is engineered to redefine real-world productivity through cutting-edge artificial intelligence. The ecosystem features MiniMax M2.5, which is purpose-built for high-efficiency professional environments, and MiniMax M2.1, a model that offers significantly enhanced multi-language programming capabilities to master complex, large-scale technical tasks. By achieving SOTA performance in coding, agentic tool use, intelligent search, and office workflow automation, MiniMax empowers users to streamline a wide range of economically valuable operations with unparalleled precision and reliability.
Moonshot LLM Models
Kimi is a large language model developed by Moonshot AI, designed for reasoning, coding, and long-context understanding. It performs well in complex tasks such as code generation, analysis, and intelligent assistants. With strong performance and efficient architecture, Kimi is suitable for enterprise AI applications and developer use cases. Its balance of capability and cost makes it an increasingly popular choice in the LLM ecosystem.
