Wan2.2 Media Models
Wan 2.2 introduces a Mixture-of-Experts (MoE) architecture that enables greater capacity and finer motion control without higher inference cost, supporting both text-to-video and image-to-video generation with high visual fidelity, smooth motion, and cinematic realism optimized for real-world GPU deployment.
Explore the Leading Wan2.2 Media Models
Atlas Cloud provides you with the latest industry-leading creative models.
Wan-2.2 Animate
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 t2v 5b 720p Lora
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 i2v 5b 720p Lora
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 t2v 480p Lora Ultra Fast
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 i2v 720p Ultra Fast
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 i2v 720p Lora Ultra Fast
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 i2v 480p Ultra Fast
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 i2v 480p Lora Ultra Fast
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2-spicy Image-to-video
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2-spicy Image-to-video Lora
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2-spicy Video Extend Lora
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2-spicy Video Extend
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 t2v 480p Ultra Fast
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 t2v 5b 720p
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 i2v 5b 720p
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 i2v 480p
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 i2v 720p
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 t2v 480p
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 t2v 720p
Open and Advanced Large-Scale Video Generative Models.
Wan-2.2 Video Character Swap
The Wan video character swap model replaces the main character in a video with a character from an image. This model preserves the scene, lighting, and tone of the original video to ensure a seamless result.
Wan-2.2 Image To Animation
The Wan image-to-animation model generates a video of a moving person based on a character image and a reference video.
What Makes Wan2.2 Media Models Stand Out
Atlas Cloud provides you with the latest industry-leading creative models.
End-to-End Visual Generation
Create and transform images and videos from text, images, or existing clips in one unified model suite.
High-Fidelity Output
Maintain photorealistic detail across edits and animation.
Animate Images Naturally
Turn a single photo into smooth, coherent video with realistic motion and timing.
Creative Control
Edit with prompts, sketches, or styles at object level.
Multilingual Prompts
Understand English, Chinese, and more equally well.
Production Ready
Fast, cost-efficient, and API-ready for scale.
What You Can Do with Wan2.2 Media Models
Atlas Cloud provides you with the latest industry-leading creative models.
Generate realistic and cinematic videos directly from text or image prompts using Wan 2.2’s Mixture-of-Experts diffusion architecture.
Animate a still image into smooth, coherent video motion with strong temporal stability and expressive detail.
Transform input scenes or frames by changing style, lighting, or composition while preserving structure and motion consistency.
Produce high-quality videos efficiently with optimized inference and improved motion control compared to Wan 2.1.
Integrate Wan 2.2 models into creative, research, or production pipelines for controllable t2v and i2v generation.
Why Use Wan2.2 Media Models on Atlas Cloud
Combining the advanced Wan2.2 Media Models 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 Wan2.2 Media Models, 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.
Explore More Families
Seedream 5.0 Image Models
Seedream 5.0 (by ByteDance) is a next-generation multimodal visual synthesis engine. By groundbreakingly fusing real-time web retrieval with intelligent logical reasoning, it precisely comprehends physical laws and complex instructions. It serves as an end-to-end visual productivity powerhouse for professional designers and creators—empowering the entire workflow from the spark of inspiration to instant generation and precision editing.
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
Kling 3.0 Series Video Models (by Kuaishou) is a native multi-modal video generation system integrates high-fidelity video generation, intelligent storyboard storytelling, and precise video editing. Powered by its exclusive "AI Director" mode and Omni-level subject consistency technology, it breaks through bottlenecks in long-take storytelling and character stability, offering global creators and enterprises a cinematic, commercially ready, and efficient video solution.
GLM LLM Models
GLM (General Language Model) is a large language model developed by ZAI (Zhipu AI) for text understanding, generation, and reasoning. It supports both Chinese and English and performs well in dialogue, content creation, translation, and code assistance. GLM is widely used in chatbots, enterprise AI systems, and developer applications due to its stable performance and versatility.
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 (by ShengShu Technology) is a foundational video model built on the proprietary U-ViT architecture, combining the strengths of Diffusion and Transformer models. It features superior semantic understanding and generation capabilities, producing coherent, fluid visuals that adhere to physical laws without the need for interpolation. With exceptional spatiotemporal consistency and a deep understanding of diverse cultural elements, Vidu empowers professional filmmakers and creators with a stable, efficient, and imaginative tool for video production.
Van Video Models
Van Model is a flagship video model family, perfectly retaining the cinematic visuals and complex dynamics of 3D VAE and Flow Matching. By leveraging proprietary compute distillation, it breaks the "quality equals cost" barrier to deliver extreme inference speeds and ultra-low costs. This makes Van the premier engine for enterprises and developers seeking high-frequency, scalable video production on a budget.
MiniMax LLM Models
MiniMax is a large language model developed by MiniMax AI, focused on efficient reasoning, long-context understanding, and scalable text generation. It is designed for complex tasks such as dialogue systems, document analysis, content creation, and AI agents. With an emphasis on high performance at lower computational cost, MiniMax is well suited for enterprise applications and developer use cases where stability, efficiency, and cost control are important.
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.
Veo3.1 Video Models
Veo 3.1 (by Google) is a flagship generative video model that sets a new standard for cinematic AI by deeply integrating semantic capabilities to deliver cinematic visuals, synchronized audio, and complex storytelling in a single workflow. Distinguishing itself through superior adherence to cinematic terminology and physics-based consistency, it offers professional filmmakers an unparalleled tool for transforming scripts into coherent, high-fidelity productions with precise directorial control.
Sora-2 Video Models
The Sora-2 family from OpenAI is the next-generation video + audio generation model, enabling both text-to-video and image-to-video outputs with synchronized dialogue, sound effect, improved physical realism, and fine-grained control.
Nano Banana Image Models
Nano Banana is a fast, lightweight image generation model for playful, vibrant visuals. Optimized for speed and accessibility, it creates high-quality images with smooth shapes, bold colors, and clear compositions—perfect for mascots, stickers, icons, social posts, and fun branding.
Seedream 5.0 Image Models
Seedream 5.0 (by ByteDance) is a next-generation multimodal visual synthesis engine. By groundbreakingly fusing real-time web retrieval with intelligent logical reasoning, it precisely comprehends physical laws and complex instructions. It serves as an end-to-end visual productivity powerhouse for professional designers and creators—empowering the entire workflow from the spark of inspiration to instant generation and precision editing.
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
Kling 3.0 Series Video Models (by Kuaishou) is a native multi-modal video generation system integrates high-fidelity video generation, intelligent storyboard storytelling, and precise video editing. Powered by its exclusive "AI Director" mode and Omni-level subject consistency technology, it breaks through bottlenecks in long-take storytelling and character stability, offering global creators and enterprises a cinematic, commercially ready, and efficient video solution.
GLM LLM Models
GLM (General Language Model) is a large language model developed by ZAI (Zhipu AI) for text understanding, generation, and reasoning. It supports both Chinese and English and performs well in dialogue, content creation, translation, and code assistance. GLM is widely used in chatbots, enterprise AI systems, and developer applications due to its stable performance and versatility.
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 (by ShengShu Technology) is a foundational video model built on the proprietary U-ViT architecture, combining the strengths of Diffusion and Transformer models. It features superior semantic understanding and generation capabilities, producing coherent, fluid visuals that adhere to physical laws without the need for interpolation. With exceptional spatiotemporal consistency and a deep understanding of diverse cultural elements, Vidu empowers professional filmmakers and creators with a stable, efficient, and imaginative tool for video production.
Van Video Models
Van Model is a flagship video model family, perfectly retaining the cinematic visuals and complex dynamics of 3D VAE and Flow Matching. By leveraging proprietary compute distillation, it breaks the "quality equals cost" barrier to deliver extreme inference speeds and ultra-low costs. This makes Van the premier engine for enterprises and developers seeking high-frequency, scalable video production on a budget.
MiniMax LLM Models
MiniMax is a large language model developed by MiniMax AI, focused on efficient reasoning, long-context understanding, and scalable text generation. It is designed for complex tasks such as dialogue systems, document analysis, content creation, and AI agents. With an emphasis on high performance at lower computational cost, MiniMax is well suited for enterprise applications and developer use cases where stability, efficiency, and cost control are important.
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.
Veo3.1 Video Models
Veo 3.1 (by Google) is a flagship generative video model that sets a new standard for cinematic AI by deeply integrating semantic capabilities to deliver cinematic visuals, synchronized audio, and complex storytelling in a single workflow. Distinguishing itself through superior adherence to cinematic terminology and physics-based consistency, it offers professional filmmakers an unparalleled tool for transforming scripts into coherent, high-fidelity productions with precise directorial control.
Sora-2 Video Models
The Sora-2 family from OpenAI is the next-generation video + audio generation model, enabling both text-to-video and image-to-video outputs with synchronized dialogue, sound effect, improved physical realism, and fine-grained control.
Nano Banana Image Models
Nano Banana is a fast, lightweight image generation model for playful, vibrant visuals. Optimized for speed and accessibility, it creates high-quality images with smooth shapes, bold colors, and clear compositions—perfect for mascots, stickers, icons, social posts, and fun branding.
