Introducing Alibaba WAN 2.2 T2V Plus 480p on WaveSpeedAI

Introducing Alibaba Wan 2.2 T2V-Plus 480P on WaveSpeedAI

We’re thrilled to announce that Alibaba Wan 2.2 T2V-Plus 480P is now available on WaveSpeedAI. This powerful text-to-video model from Alibaba Cloud brings professional-grade video generation to creators, developers, and businesses—all accessible through our fast, reliable inference API.

What is Alibaba Wan 2.2?

Alibaba Wan 2.2 represents a significant leap forward in AI video generation technology. Released by Alibaba’s Wan-AI team, this model introduces a groundbreaking Mixture-of-Experts (MoE) architecture that sets it apart from previous generations and competing solutions.

The MoE system employs a sophisticated two-expert design: a “high-noise” expert handles the early stages of generation, establishing the overall layout and motion of the video, while a “low-noise” expert takes over to refine intricate details and enhance visual quality. This innovative approach doubles the model’s capacity to 27 billion parameters while keeping active computation at just 14 billion parameters per inference step—delivering exceptional quality without the computational overhead.

Compared to its predecessor Wan 2.1, this version was trained on 65.6% more images and 83.2% more videos, resulting in dramatically improved motion fidelity, semantic understanding, and visual quality.

Key Features

Cinematic Aesthetics – Professional-level control of lighting, color, and composition delivers a true film-quality look. The training pipeline includes finely labeled aesthetic datasets covering lighting, composition, color maps, and contrast.
Natural Motion – Restores complex movements with smooth transitions and precise controllability. The expanded training data enables the model to handle sophisticated motion patterns that previous models struggled with.
Semantic Precision – Understands complex scenes and multi-object interactions, keeping your creative intent intact even with detailed prompts.
MoE Architecture – The first video diffusion model to implement Mixture-of-Experts, enabling higher capacity without proportional compute costs.
Flexible Resolution – Generate videos at 832×480 or 480×832 to suit landscape or portrait content needs.
Reproducible Results – Set a specific seed for consistent outputs, or use random seeds for creative exploration.

Benchmark Performance

Wan 2.2 has been rigorously tested against leading AI video generation models—including Sora, KLING 2.0, and Hailuo 02—using the Wan-Bench 2.0 evaluation suite. The results speak for themselves:

#1 in Text Rendering – Outperforms Sora, Hailuo 02, and other commercial models
#1 in Camera Control – Superior to Seedance 1.0, Hailuo 02, KLING 2.0, and Sora
#1 in Aesthetic Quality – Leads across open-source and closed-source benchmarks
#1 in Motion Fidelity – Delivers the most natural, fluid movements

By securing top positions in four of six core benchmarks, Wan 2.2 establishes itself as a leader in high-fidelity video generation, matching or exceeding models like Veo2, Kling 2.1, and Seedance 1.0.

Real-World Use Cases

Marketing and Advertising

Create compelling video ads from text descriptions. Describe your product, the setting, and the mood—Wan 2.2 generates professional-quality promotional content ready for social media or digital campaigns.

Content Creation

YouTubers, TikTok creators, and social media managers can rapidly prototype video concepts, generate B-roll footage, or create eye-catching intros and transitions without expensive production equipment.

E-commerce

Bring product listings to life with dynamic video demonstrations. Show your products in action, in various settings, or with different lighting conditions—all generated from simple text prompts.

Education and Training

Develop instructional videos, explainer content, or training materials. Describe complex concepts and let the AI generate visual representations that enhance learning.

Game Development and Prototyping

Quickly visualize cutscenes, character movements, or environmental animations during the concept phase before committing to full production.

Storyboarding and Pre-visualization

Filmmakers and video producers can use Wan 2.2 to create rough cuts and previsualize scenes before shooting, saving significant time and resources in pre-production.

Getting Started on WaveSpeedAI

Getting started with Alibaba Wan 2.2 T2V-Plus 480P on WaveSpeedAI takes just minutes:

Visit the model page at https://wavespeed.ai/models/alibaba/wan-2.2/t2v-plus-480p
Enter your prompt – Describe your scene in detail, including camera angles, actions, lighting, and mood
Optionally add a negative prompt – Specify elements you want to exclude from the generated video
Choose your resolution – Select 832×480 for landscape or 480×832 for portrait videos
Set your seed – Use -1 for random creative results, or fix a specific number for reproducibility
Click Run – Preview and download your generated video

Pricing

Video generation with Wan 2.2 T2V-Plus 480P is remarkably affordable:

Video Length	Cost
5 seconds	$0.05

Why Choose WaveSpeedAI?

When you run Alibaba Wan 2.2 through WaveSpeedAI, you get more than just access to a powerful model:

Fast Inference – Our optimized infrastructure delivers rapid generation times, getting your videos ready quickly
No Cold Starts – Unlike other platforms, WaveSpeedAI keeps models warm and ready, eliminating frustrating wait times
Affordable Pricing – Pay only for what you use, with transparent per-generation pricing
Simple REST API – Integrate video generation into your applications with our developer-friendly API
Reliable Uptime – Enterprise-grade infrastructure ensures your workflows run smoothly

Conclusion

Alibaba Wan 2.2 T2V-Plus 480P represents the cutting edge of open-source video generation technology. With its innovative MoE architecture, cinematic-quality output, and benchmark-leading performance, it opens new possibilities for creators, developers, and businesses across industries.

Whether you’re generating marketing content, prototyping creative concepts, or building the next generation of AI-powered applications, Wan 2.2 delivers the quality and reliability you need—and WaveSpeedAI makes it accessible with fast inference, zero cold starts, and affordable pricing.

Ready to transform your text into video? Try Alibaba Wan 2.2 T2V-Plus 480P on WaveSpeedAI today →