Wan2.2 Media Models

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

What Makes Wan2.2 Media Models Stand Out

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

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.

Run Wan2.2 Models
Code Example

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.

Reality in motion. Powered by Atlas Cloud, Wan 2.2 brings life, light, and emotion into every frame with natural precision.

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

Image and Video Tools

Open, advanced large-scale image generative models that power high-fidelity creation and editing with modular APIs, reproducible training, built-in safety guardrails, and elastic, production-grade inference at scale.

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Ltx-2 Video Models

LTX-2 is a complete AI creative engine. Built for real production workflows, it delivers synchronized audio and video generation, 4K video at 48 fps, multiple performance modes, and radical efficiency, all with the openness and accessibility of running on consumer-grade GPUs.

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Qwen Image Models

Qwen-Image is Alibaba’s open image generation model family. Built on advanced diffusion and Mixture-of-Experts design, it delivers cinematic quality, controllable styles, and efficient scaling, empowering developers and enterprises to create high-fidelity media with ease.

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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.

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Hailuo Video Models

MiniMax Hailuo video models deliver text-to-video and image-to-video at native 1080p (Pro) and 768p (Standard), with strong instruction following and realistic, physics-aware motion.

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Wan2.5 Video Models

Wan 2.5 is Alibaba’s state-of-the-art multimodal video generation model, capable of producing high-fidelity, audio-synchronized videos from text or images. It delivers realistic motion, natural lighting, and strong prompt alignment across 480p to 1080p outputs—ideal for creative and production-grade workflows.

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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.

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Kling Video Models

Kling is Kuaishou’s cutting-edge generative video engine that transforms text or images into cinematic, high-fidelity clips. It offers multiple quality tiers for flexible creation, from fast drafts to studio-grade output.

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Veo3 Video Models

Veo is Google’s generative video model family, designed to produce cinematic-quality clips with natural motion, creative styles, and integrated audio. With options from fast, iterative variants to high-fidelity production outputs, Veo enables seamless text-to-video and image-to-video creation.

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Imagen Image Models

Imagen is Google’s diffusion-based image generation family, designed for photorealism, creativity, and scalable content workflows. With options from fast inference to ultra-high fidelity, Imagen balances speed, detail, and enterprise reliability.

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Seedance Video Models

Seedance is ByteDance’s family of video generation models, built for speed, realism, and scale. Available in Lite and Pro versions across 480p, 720p, and 1080p, Seedance transforms text and images into smooth, cinematic video on Atlas Cloud.

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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.

View Family

Image and Video Tools

Open, advanced large-scale image generative models that power high-fidelity creation and editing with modular APIs, reproducible training, built-in safety guardrails, and elastic, production-grade inference at scale.

View Family

Ltx-2 Video Models

LTX-2 is a complete AI creative engine. Built for real production workflows, it delivers synchronized audio and video generation, 4K video at 48 fps, multiple performance modes, and radical efficiency, all with the openness and accessibility of running on consumer-grade GPUs.

View Family

Qwen Image Models

Qwen-Image is Alibaba’s open image generation model family. Built on advanced diffusion and Mixture-of-Experts design, it delivers cinematic quality, controllable styles, and efficient scaling, empowering developers and enterprises to create high-fidelity media with ease.

View Family

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.

View Family

Hailuo Video Models

MiniMax Hailuo video models deliver text-to-video and image-to-video at native 1080p (Pro) and 768p (Standard), with strong instruction following and realistic, physics-aware motion.

View Family

Wan2.5 Video Models

Wan 2.5 is Alibaba’s state-of-the-art multimodal video generation model, capable of producing high-fidelity, audio-synchronized videos from text or images. It delivers realistic motion, natural lighting, and strong prompt alignment across 480p to 1080p outputs—ideal for creative and production-grade workflows.

View Family

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.

View Family

Kling Video Models

Kling is Kuaishou’s cutting-edge generative video engine that transforms text or images into cinematic, high-fidelity clips. It offers multiple quality tiers for flexible creation, from fast drafts to studio-grade output.

View Family

Veo3 Video Models

Veo is Google’s generative video model family, designed to produce cinematic-quality clips with natural motion, creative styles, and integrated audio. With options from fast, iterative variants to high-fidelity production outputs, Veo enables seamless text-to-video and image-to-video creation.

View Family

Imagen Image Models

Imagen is Google’s diffusion-based image generation family, designed for photorealism, creativity, and scalable content workflows. With options from fast inference to ultra-high fidelity, Imagen balances speed, detail, and enterprise reliability.

View Family

Seedance Video Models

Seedance is ByteDance’s family of video generation models, built for speed, realism, and scale. Available in Lite and Pro versions across 480p, 720p, and 1080p, Seedance transforms text and images into smooth, cinematic video on Atlas Cloud.

View Family

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.

View Family
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