Wan2.2 I2V A14B

14B MoE image-to-video for 480p/720p at 24 fps; A14B two-expert design improves denoising stability over Wan 2.1 for cleaner motion and detail.
Model Library
Model Info

Provider

Wan AI

Model Type

Video

Context Length

Video Quality

480p, 720p

Video Length

5s, 10s

Capability

Image-to-Video

Serverless

Pricing

As low as $0.08 per second

GMI Cloud Features

Serverless

Access your chosen AI model instantly through GMI Cloud’s flexible pay-as-you-go serverless platform. Integrate easily using our Python SDK, REST interface, or any OpenAI-compatible client.

State-of-the-Art Model Serving

Experience unmatched inference speed and efficiency with GMI Cloud’s advanced serving architecture. Our platform dynamically scales resources in real time, maintaining peak performance under any workload while optimizing cost and capacity.

Dedicated Deployments

Run your chosen AI model on dedicated GPUs reserved exclusively for you. GMI Cloud’s infrastructure provides consistent performance, high availability, and flexible auto-scaling to match your workloads.
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Frequently Asked Questions for Wan2.2 I2V A14B

Get quick answers to common queries in our FAQs.

What makes Wan2.2 I2V A14B different from earlier Wan AI versions?

Wan2.2 I2V A14B improves upon Wan 2.1 by introducing a two-expert (A14B) design that enhances denoising stability, producing cleaner motion and finer visual detail in generated videos. This makes transitions between frames smoother and visuals more natural in 480p and 720p outputs.

How much does it cost to generate videos with Wan2.2 I2V A14B?

Pricing starts as low as $0.08 per second of generated video. Users are billed based on total video duration, making it ideal for scalable use—from quick prototypes to long-form generation on GMI Cloud’s serverless platform.

What are the technical limits of Wan2.2 I2V A14B for video generation?

The model currently supports 5-second and 10-second video outputs at 480p or 720p resolutions. These limits ensure that inference remains fast, cost-efficient, and optimized for real-time or near-real-time generation through the GMI Cloud API.

Can I run Wan2.2 I2V A14B instantly without managing servers?

Yes — GMI Cloud offers serverless deployment, letting you launch and scale models on demand. You can access the model using Python SDK, REST API, or any OpenAI-compatible client, all with automatic scaling and high uptime.

How does GMI Cloud maintain consistent performance during heavy video workloads?

GMI Cloud’s state-of-the-art serving architecture dynamically scales GPU resources in real time. This ensures peak model performance during large-scale or concurrent requests while maintaining cost efficiency across varying loads.

Is there an option for dedicated GPU deployment of the Wan2.2 I2V A14B model?

Yes — GMI Cloud supports dedicated deployments for users needing consistent performance or enterprise-grade availability. Models run on reserved GPUs with auto-scaling, low latency, and guaranteed compute isolation for production-grade workloads.