Wan-2.2-i2v-480p-ultra-fast

wan-2.2/i2v-480p-ultra-fast is the ultra-fast, optimized version of Wan 2.2, designed for image-to-video (I2V) generation at 480p resolution. It leverages an innovative Mixture of Experts (MoE) architecture, combining high-noise and low-noise experts across denoising timesteps, enabling faster rendering while maintaining cinematic quality.

Why it looks great

• Cinematic Aesthetics – integrates professional film standards, controlling lighting, color, and composition.
• Natural Motion – handles large-scale, complex movements with smoothness and controllability.
• Semantic Precision – understands complex scenes and multi-object interactions, staying true to creative intent.
• Ultra-fast Performance – optimized pipeline ensures faster turnaround without sacrificing visual fidelity.

Limits and Performance

• Resolution: 480p
• Duration: 5s or 8s

Pricing

Video Length	Cost (USD)
5 seconds	$0.05
8 seconds	$0.08

Billing Rules:

• Minimum charge: 5 seconds
• Per-second rate: $0.01
• Total cost = video length × $0.01

How to Use

1. Upload image – the keyframe (first frame) or reference image for video generation.
2. (Optional) Upload last_image – to guide video generation.
3. Enter prompt – describe scene, camera motion, style, or action.
4. (Optional) Set negative_prompt – exclude unwanted elements.
5. Choose duration – default 5s, adjustable for longer clips.
6. Set seed – use -1 for randomness, or fix a number for reproducibility.
7. Click Run – rendering begins, optimized for ultra-fast output.

Pro Tips

• Combine image + prompt for stronger consistency.
• Keep prompts detailed (motion, mood, lighting) for cinematic effect.
• Fix seed for reproducibility, change seed for variety.
• Use short clips for best speed-to-quality balance.

Note

When uploading an image, please check if the URL is accessible.

• If the URL is invalid or blocked, the model will not be able to load the image.
• A valid image URL will display a preview in the interface.