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Introducing WaveSpeedAI WAN 2.2 Video Edit on WaveSpeedAI

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Introducing Wan 2.2 Video Edit: Transform Your Videos with Natural Language

The era of painstaking frame-by-frame video editing is over. WaveSpeedAI is excited to announce the availability of Wan 2.2 Video Edit, a groundbreaking text-driven video editing model that lets you transform your footage using simple natural language prompts. Whether you need to swap outfits, replace characters, or restyle entire scenes, Wan 2.2 Video Edit delivers professional results while maintaining perfect motion consistency across every frame.

What is Wan 2.2 Video Edit?

Wan 2.2 Video Edit represents the next evolution in AI-powered video transformation. Built on Alibaba’s acclaimed Wan 2.2 architecture—which incorporates the innovative Mixture-of-Experts (MoE) design for superior quality and efficiency—this model enables true text-based video editing at scale.

Unlike traditional video editing software that requires manual manipulation of each element, Wan 2.2 Video Edit understands your intent through natural language. Simply describe what you want to change, and the model applies those modifications directly to your footage. The AI handles the complex work of maintaining temporal coherence, ensuring that clothing drapes naturally with body movement, shadows adjust realistically under changing lighting, and motion flows seamlessly from the first frame to the last.

The Wan series has rapidly become one of the most trusted names in open-source video generation, with over 6.9 million downloads on Hugging Face and ModelScope. Wan 2.2 Video Edit brings this proven technology to the specific challenge of video-to-video transformation, where precise control and consistency matter most.

Key Features

Natural Language Control Describe your edits in plain English. Prompts like “Change the woman’s vest to a bikini,” “Replace the man with a teenage boy,” or “Turn the jacket red and add sunglasses” are all the model needs to understand and execute your vision.

Perfect Motion Preservation The most challenging aspect of video editing—maintaining consistent motion across hundreds of frames—is handled automatically. Clothing follows body movement naturally, mimicking real fabric behavior with proper draping, folding, and response to physics.

Dual Resolution Support Choose between 480p for quick iterations and previews, or 720p for production-ready output. Both options support videos up to 120 seconds, giving you flexibility for everything from social clips to longer-form content.

Frame-by-Frame Consistency Every modification maintains realistic shadows, contours, and highlights that adapt to the lighting conditions in your source footage. No flickering, no jarring transitions—just smooth, professional results.

Reproducible Results Set a specific seed value to reproduce identical results, making it easy to iterate on your edits or create multiple variations with predictable outcomes.

Use Cases

Marketing and Brand Teams

Need to test different colorways for a product video? Want to show the same outfit in multiple colors without reshooting? Wan 2.2 Video Edit enables rapid iteration on wardrobe swaps, color variations, and on-brand adjustments—all without booking studio time or coordinating talent.

E-commerce and Fashion

The fashion industry moves fast, and Wan 2.2 Video Edit keeps pace. Apply new styles and prints to existing video catalogs, localize looks for different regional markets, or quickly generate variations showing different accessories and combinations. Transform a single product video into dozens of targeted variations.

Post-Production and Studios

Use Wan 2.2 Video Edit for fast previsualization before committing to expensive reshoots. Make quick pickup fixes like minor outfit tweaks or subtle character adjustments. Test creative directions with stakeholders before investing in final production.

Content Creators and Social Media Teams

A/B testing thumbnails and hooks has never been faster. Generate rapid variations for shorts, reels, and trend-driven content. When a new trend emerges, quickly adapt existing footage rather than creating from scratch.

Getting Started on WaveSpeedAI

Using Wan 2.2 Video Edit on WaveSpeedAI is straightforward:

  1. Upload Your Video — Start with any clip you want to transform. The model accepts common video formats and handles footage up to 120 seconds.

  2. Write Your Prompt — Describe the change you want using clear, specific language. The more detailed your description, the more precise the result. Include information about materials, textures, colors, and style for best results.

  3. Select Your Resolution — Choose 480p for faster processing during iteration, or 720p for final production output.

  4. Set Your Seed — Use a fixed seed number if you want reproducible results, or leave it random for variety.

  5. Generate — Most edits complete within minutes. Review the result and iterate by adjusting your prompt or seed for variants.

Pricing That Makes Sense

Wan 2.2 Video Edit offers transparent, pay-per-use pricing:

ResolutionPrice per 5 secondsMaximum Length
480p$0.20120 seconds
720p$0.40120 seconds

This pricing structure means you can experiment freely at 480p, then scale up to 720p only when you need production quality.

Why WaveSpeedAI?

When you run Wan 2.2 Video Edit through WaveSpeedAI, you get more than just API access. Our infrastructure delivers:

  • No Cold Starts — Your requests begin processing immediately, with no waiting for instances to spin up
  • Fast Inference — Optimized infrastructure means faster results compared to running models locally or on general-purpose cloud platforms
  • Simple Integration — A ready-to-use REST API that integrates seamlessly into your existing workflows
  • Predictable Pricing — Pay only for what you use, with clear per-second pricing and no hidden fees

The Future of Video Editing is Here

The gap between imagination and execution in video production has never been smaller. What once required expensive reshoots, hours of manual editing, or compromise on creative vision can now be accomplished with a well-crafted prompt.

Wan 2.2 Video Edit represents a fundamental shift in how we approach video transformation. By combining the power of Alibaba’s open-source Wan architecture with WaveSpeedAI’s optimized inference infrastructure, we’re making professional-grade video editing accessible to creators of all sizes.

Whether you’re a solo creator looking to punch above your weight, a marketing team that needs to move faster than ever, or a production house seeking new efficiencies, Wan 2.2 Video Edit delivers the capability you need without the complexity you don’t.

Ready to transform your video workflow? Try Wan 2.2 Video Edit on WaveSpeedAI today and experience the future of text-based video editing.

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