Wan 2.2 is Live on LanHive

What Makes Wan 2.2 Revolutionary?

Wan 2.2 isn't just an incremental update, it's a complete reimagining of what's possible in video generation.

The focus was on four key areas that collectively deliver a transformative experience for creators, hobbyists, researchers, and industry professionals alike.

Mixture-of-Experts Architecture: Smarter Processing, Same Cost

At the heart of Wan 2.2 lies a revolutionary Mixture-of-Experts (MoE) architecture, the first of its kind in video diffusion models.

This innovative approach separates the denoising process across timesteps using specialized expert models, dramatically expanding the overall model capacity while maintaining identical computational costs.

Massive Data Scaling: Training on an Unprecedented Scale

Numbers tell the story of Wan 2.2's superiority. Compared to Wan 2.1, the latest model has been trained on:

This massive expansion in training data translates directly into enhanced generalization across multiple dimensions, motions are more fluid, semantics are more accurate, and aesthetics are more refined.

The result? TOP performance among all open-sourced and closed-sourced models.

Cinematic Aesthetics: Hollywood-Quality Control

Wan 2.2 elevates video generation to cinematic standards through specially curated aesthetic data with fine-grained labels for:

This granular control enables creators to generate videos with customizable aesthetic preferences, bringing professional filmmaking tools into the realm of AI-generated content.

Efficient High-Definition Generation: Power Meets Accessibility

Perhaps most exciting for the broader community, Wan 2.2 open-sources a 5B model that democratizes high-quality video generation.

Built with advanced Wan2.2-VAE achieving a 16×16×4 compression ratio, this model delivers:

Why This Matters

Wan 2.2 represents more than technical advancement—it's about democratizing professional-quality video creation.

Whether you're a researcher pushing the boundaries of AI, a creative professional looking for new tools, or an industry leader seeking cutting-edge solutions, Wan 2.2 delivers the performance and accessibility you need.

The combination of MoE architecture, massive data scaling, cinematic control, and consumer hardware compatibility creates a perfect storm of innovation that serves both industrial and academic sectors simultaneously.