Native 4K Synthesis
wan 2.2 plus video generates native 4K frames, preserving high-frequency details in textures and lighting.
Wan 2.2 Plus
wan 2.2 plus video is a high-fidelity multimodal model from the Alibaba Wan Team. It generates 20-second clips with native 4K resolution and precise motion dynamics, providing a professional solution for cinematic video production.
API Usage Examples
curl --request POST "https://gptproto.com/api/v3/alibaba/wan-2.2-plus/image-to-video" \
--header "Authorization: Bearer $GPTPROTO_API_KEY" \
--header "Content-Type: application/json" \
--data '{
"image": "",
"prompt": "A tiny origami fox sailing a teacup across a moonlit puddle",
"resolution": "480p",
"duration": 5,
"seed": -1,
"enable_prompt_expansion": false,
"negative_prompt": ""
}'Wan 2.2 Plus pricing
Start from the cost of a single sample and pick a testing budget. GPTProto rates are 10% below list price.
Your usage
$0.45 / image
Related Models
All Models
| Model | Resolution | Input → Output | ||
|---|---|---|---|---|
| $0.09 per time | more | Input: TextInput: Image Output: Video | |
| $0.22 per time | 2K · more | Input: TextInput: Image Output: Video | ||
| $0.09 per time | more | Input: TextInput: ImageInput: VideoInput: Audio Output: Video | ||
| — | $0.11 per second | 480p · 720p | Input: TextInput: ImageInput: VideoInput: Audio Output: Video | |
| $0.34 per second | 4k | Input: TextInput: Image Output: Video | ||
| — | $0.02 per second | 480p · 720p | Input: TextInput: ImageInput: VideoInput: Audio Output: Video | |
| $0.34 per second | 4k | Input: TextInput: ImageInput: VideoInput: Audio Output: Video | ||
| — | $0.04 per second | 480p · 720p | Input: TextInput: ImageInput: VideoInput: Audio Output: Video | |
| $0.02 per second | 720p · 1080p · more | Input: ImageInput: VideoInput: Audio Output: Video | ||
| $0.09 per second | — | Input: TextInput: ImageInput: VideoInput: Audio Output: Video | ||
| $0.03 per second | 540p · 720p · 1080p | Input: TextInput: Image Output: Video | ||
| $0.04 per second | 540p · 720p · 1080p | Input: TextInput: Image Output: Video | ||
| $0.09 per second | 720p · 1080p · 2k | Input: TextInput: ImageInput: VideoInput: Audio Output: Video | ||
| — | $0.05 per time | — | Input: Video Output: Video | |
| — | $1.20 per time | — | Input: TextInput: ImageInput: Video Output: Video | |
| — | $3.20 per time | — | Input: TextInput: ImageInput: Video Output: Video | |
| $0.03 per second | 1080p · more | Input: Image Output: Video | ||
| $0.44 per time | — | Input: TextInput: Image Output: Video | ||
| — | $0.50 per time | — | Input: TextInput: ImageInput: VideoInput: Audio Output: Video | |
| — | $0.30 per second | 720p · 1080p | Input: TextInput: Image Output: Video | |
| — | $0.10 per second | 720p | Input: TextInput: Image Output: Video | |
| $0.04 per second | 480p · 720p · 1080p | Input: TextInput: Image Output: ImageOutput: Video | ||
| $0.28 per time | — | Input: Image Output: Video | ||
| $0.09 per time | — | Input: Image Output: Video | ||
| $0.39 per time | — | Input: Image Output: Video |
wan 2.2 plus video Features
Key technical advantages of the wan 2.2 plus video model.
3D Flow-Matching
This architecture ensures the wan model maintains temporal consistency across 20-second video clips.
Precise Motion Control
Use wan 2.2 plus video API to define specific velocity vectors for objects with Motion-Brush tools.
Zero-Shot Consistency
wan 2.2 plus video keeps characters consistent from a single image without facial or style drift.
wan 2.2 plus video FAQ
Common questions about the wan 2.2 plus video model and API integration.
What makes wan 2.2 plus video unique?
The wan 2.2 plus video model stands out due to its 3D Flow-Matching architecture, which enables 20-second video synthesis with remarkable temporal consistency. Unlike competitors, wan generates native 4K video, meaning the details are rendered at high resolution from the start rather than being upscaled later. This results in superior texture quality for hair, water, and complex fabrics in every wan generation.
How does the wan 2.2 plus video pricing work?
Standard resolution for wan 2.2 plus video is priced at $0.08 per second, while native 4K video costs $0.15 per second. Multimodal text and image inputs are billed at $1.50 per 1M tokens. GPTProto.com offers a 50% cache discount for repeat reference images in a single session, making wan 2.2 plus video a cost-effective choice for iterative creative workflows and large-scale marketing projects.
Is wan 2.2 plus video better than Sora or Kling?
In VBench evaluations, wan 2.2 plus video scored 86.4, placing it ahead of Sora (84.1) and Kling 2.0 (85.2). While Sora is known for world physics, wan 2.2 plus video excels in native 4K resolution and precise motion dynamics. The wan model is particularly effective for users who need to define specific movement vectors and maintain character consistency across longer video clips.
Can I use wan 2.2 plus video for Image-to-Video?
Yes, wan 2.2 plus video supports Text-to-Video, Image-to-Video, and Text-to-Image tasks. In Image-to-Video mode, wan demonstrates superior ID-preservation. This allows developers to use a single reference photo to generate a full cinematic sequence where the character's features remain consistent, which is a major strength of the wan 2.2 plus video framework.
What is the context window for wan 2.2 plus video?
The wan 2.2 plus video model features a large 128,000 token context window for text and reference materials. This allows for highly detailed prompts and multiple reference images to be processed simultaneously. The wan model can also output up to 8,192 tokens of text, though its primary power lies in synthesizing high-fidelity video content based on complex instructions.
How do I migrate to wan 2.2 plus video?
Migrating to wan 2.2 plus video is straightforward as it is backward compatible with the 2.1 version. You simply need to update your model string to wan-2.2-plus. This version introduces new keys for native 4K and motion intensity. Our API at GPTProto.com handles the heavy lifting, ensuring your transition to the wan 2.2 plus video environment is seamless and efficient.
Related Articles
Guides, comparisons, and updates related to this model.
All Articles
wan.2.2: The Standard for Generative Video
The wan.2.2 model offers serious video creators true aesthetic control and exact prompt adherence. Start building your high-fidelity rendering pipeline.
Wan Video: Mastering Open Source Generation
Alibaba's wan video is an open-source alternative to pricey AI models. Discover how to build better prompts and animate your creative ideas today.
wan2.2-animate: Quality Over Speed in AI
While other models rush output, wan2.2-animate focuses on cinematic visual fidelity and prompt adherence. Learn how to optimize your video workflow today.
Wan 2.2 Animate: Real Image-to-Video
Stop struggling with AI video flickering. Learn how to configure wan 2.2 animate for precise character consistency and fluid motion. Read the full guide.