Wan 2.2 A14B converts images into 480p videos, enabling unlimited AI video generation from single images. Ready-to-use REST inference API, best performance, no coldstarts, affordable pricing.
Idle
$0.15per run·~66 / $10
ExamplesView all
A sci-fi spaceship launches from a futuristic spaceport at night, engines roaring with intense thrust, glowing exhaust lighting up the runway. Strong camera shake and motion blur emphasize speed and vibration, cinematic dynamic pacing.
A man wearing glasses stands by a window, subtly adjusting his jacket collar and looking outside with thoughtful expression, natural motion, not in slow motion, cinematic lighting.
A close-up of a steaming bowl of ramen on a wooden table, lit by warm, moody light. Camera slowly pulls back to reveal a cozy izakaya. A man in his 30s, wearing a dark jacket, sits alone, gently blowing on the noodles. Raindrops patter softly outside the window. Steam rises and curls into the dim ambient light, evoking a quiet, comforting atmosphere.
A young woman in a red dress looks out from a rainy café window, a single tear rolling down her cheek. Subtle, natural movements of her head and eyes, rain softly flowing outside, fluid motion, cinematic lighting, not in slow motion.
A woman in business attire waits at a crosswalk as cars pass by. Her hair moves naturally with the wind, subtle head and body movements, smooth motion, cinematic lighting, not in slow motion.
Related Models
README
Wan 2.2 Image-to-Video 480p
Generate dynamic videos from images with Wan 2.2 at an accessible 480p resolution. This versatile model supports both single-image animation and start-to-end frame interpolation — perfect for rapid prototyping, social media content, and budget-conscious video production.
Looking for higher resolution? Try Wan 2.2 I2V 720p for HD output.
Why It Looks Great
- Smooth motion synthesis: Creates fluid, natural movement from static images.
- Start-to-end interpolation: Optionally provide a last frame for controlled transitions.
- 480p efficiency: Ideal resolution for mobile content and rapid iteration.
- Negative prompt support: Exclude unwanted elements for precise control.
- Prompt Enhancer: Built-in tool to refine your motion descriptions automatically.
- Safety Checker: Optional content filtering for appropriate output.
- Reproducible results: Use the seed parameter to recreate exact outputs.
Parameters
| Parameter | Required | Description |
|---|---|---|
| image | Yes | Source/starting image to animate (upload or public URL). |
| prompt | Yes | Text description of the motion and action you want. |
| negative_prompt | No | Elements to avoid in the generated video. |
| last_image | No | Optional ending frame for start-to-end interpolation (upload or URL). |
| duration | No | Video length: 5 or 8 seconds. Default: 5. |
| seed | No | Random seed for reproducibility. Use -1 for random. |
| Enable Safety Checker | No | Toggle content safety filtering. |
How to Use
- Upload your starting image — drag and drop or paste a public URL.
- Write your prompt — describe the motion, camera work, and action in detail.
- Use Prompt Enhancer (optional) — click to enrich your motion description.
- Add negative prompt (optional) — specify elements to exclude.
- Upload last image (optional) — add an ending frame for interpolation effects.
- Set duration — choose 5 or 8 seconds.
- Set seed (optional) — for reproducible results.
- Run — click the button to generate.
- Download — preview and save your video.
Pricing
Per 5-second billing based on duration.
| Duration | Calculation | Cost |
|---|---|---|
| 5 seconds | 5 ÷ 5 × $0.15 | $0.15 |
| 8 seconds | 8 ÷ 5 × $0.15 | $0.24 |
Volume Examples
| Videos | Duration | Total Cost |
|---|---|---|
| 10 | 5s | $1.50 |
| 10 | 8s | $2.40 |
| 50 | 5s | $7.50 |
| 50 | 8s | $12.00 |
Best Use Cases
- Action & Sci-Fi Content — Animate spaceships, vehicles, and dynamic action scenes.
- Rapid Prototyping — Test concepts quickly before committing to higher resolutions.
- Social Media Content — 480p works great for mobile-first platforms and stories.
- Motion Transitions — Use start and end frames for smooth morphing effects.
- High-Volume Production — Generate large batches affordably for content libraries.
Example Prompts
- "A sci-fi spaceship launches from a futuristic spaceport at night, engines roaring with intense thrust, glowing exhaust lighting up the runway. Strong camera shake and motion blur emphasize speed and vibration, cinematic dynamic pacing."
- "Slow zoom in on subject's face, subtle expression change, atmospheric lighting shift"
- "Camera orbits around the product, smooth rotation, studio lighting reflections"
- "Clouds rolling across the sky in timelapse, dramatic weather movement"
- "Character turns head slowly, wind moving through hair, soft ambient motion"
Start-to-End Interpolation
When you provide both an image and a last_image, the model creates a smooth video transition between the two frames:
| Use Case | How to Use |
|---|---|
| Scene transitions | Start with day scene, end with night scene |
| Morphing effects | Start with one expression, end with another |
| Movement sequences | Start position to end position |
| Zoom effects | Wide shot to close-up (or vice versa) |
Resolution Comparison
| Model | Resolution | Cost (5s) | Best For |
|---|---|---|---|
| I2V 480p | 480p | $0.15 | Mobile content, prototyping, high-volume |
| I2V 720p | 720p | Higher | Final delivery, quality content |
| I2V 720p Ultra Fast | 720p | $0.10 | Speed-optimized HD generation |
Pro Tips for Best Results
- Use 480p for testing and iteration, then upgrade to 720p for final deliverables.
- For action scenes, use words like "intense", "dynamic", "camera shake", "motion blur".
- Negative prompts like "static", "frozen", "jitter" help ensure smooth motion.
- The last_image feature enables creative transitions not possible with single-image input.
- 480p is ideal for vertical content on mobile platforms where resolution matters less.
- Keep the same seed when comparing prompt variations.
Notes
- If using URLs for images, ensure they are publicly accessible. Preview thumbnails confirm successful loading.
- Enable Safety Checker for content that will be publicly shared.
- Processing time scales with duration — 8-second videos take longer.
- 480p is sufficient for most social media and mobile viewing contexts.
Wan 2.2 I2v 480p API — Quick start
Grab a WaveSpeedAI API key, then call POST https://api.wavespeed.ai/api/v3/wavespeed-ai/wan-2.2/i2v-480p with your input as JSON. The endpoint returns a prediction id; poll the prediction endpoint until status flips to completed, then read the output URL from data.outputs[0]. Examples for Wan 2.2 I2v 480p below.
HTTP example
# Submit the prediction
curl -X POST "https://api.wavespeed.ai/api/v3/wavespeed-ai/wan-2.2/i2v-480p" \
-H "Content-Type: application/json" \
-H "Authorization: Bearer $WAVESPEED_API_KEY" \
-d '{
"prompt": "A cinematic shot of a city at sunset, soft golden light",
"image": "https://example.com/your-input.jpg",
"negative_prompt": "blurry, low quality, distorted",
"duration": 5,
"seed": -1
}'
# Response includes a prediction id. Poll for the result:
curl -X GET "https://api.wavespeed.ai/api/v3/predictions/{request_id}/result" \
-H "Authorization: Bearer $WAVESPEED_API_KEY"
# When status is "completed", read the output from data.outputs[0].Node.js example
// npm install wavespeed
const WaveSpeed = require('wavespeed');
const client = new WaveSpeed(); // reads WAVESPEED_API_KEY from env
const result = await client.run("wavespeed-ai/wan-2.2/i2v-480p", {
"prompt": "A cinematic shot of a city at sunset, soft golden light",
"image": "https://example.com/your-input.jpg",
"negative_prompt": "blurry, low quality, distorted",
"duration": 5,
"seed": -1
});
console.log(result.outputs[0]); // → URL of the generated outputPython example
# pip install wavespeed
import wavespeed
output = wavespeed.run(
"wavespeed-ai/wan-2.2/i2v-480p",
{
"prompt": "A cinematic shot of a city at sunset, soft golden light",
"image": "https://example.com/your-input.jpg",
"negative_prompt": "blurry, low quality, distorted",
"duration": 5,
"seed": -1
}
)
print(output["outputs"][0]) # → URL of the generated outputWan 2.2 I2v 480p API — Frequently asked questions
What is the Wan 2.2 I2v 480p API?
Wan 2.2 I2v 480p is a WaveSpeedAI model for video generation from images, exposed as a REST API on WaveSpeedAI. Wan 2.2 A14B converts images into 480p videos, enabling unlimited AI video generation from single images. Ready-to-use REST inference API, best performance, no coldstarts, affordable pricing. You can call it programmatically or try it from the playground above.
How do I call the Wan 2.2 I2v 480p API?
POST your input parameters to the model's REST endpoint (shown in the API tab of this playground) with your WaveSpeedAI API key in the Authorization header. Submission returns a prediction ID; poll the prediction endpoint until status flips to "completed", then read the output URL from the result. The playground generates a ready-to-paste code sample in Python, JavaScript, or cURL for whatever inputs you've set. Full request/response shape is documented at https://wavespeed.ai/docs/docs-api/wavespeed-ai/wan-2.2-i2v-480p.
How much does Wan 2.2 I2v 480p cost per run?
Wan 2.2 I2v 480p starts at $0.15 per run. That figure is the base price — the final charge scales with the parameters you set in the form (output size, length, count, references, or whatever knobs this model exposes), so a higher-quality or larger output costs more than a minimal one. The exact cost for your current input is shown live next to the Generate button before you submit, and the actual per-call charge is recorded on the prediction afterwards.
What inputs does Wan 2.2 I2v 480p accept?
Key inputs: `prompt`, `image`, `duration`, `seed`, `negative_prompt`, `last_image`. The full JSON schema (types, defaults, allowed values) is rendered above the Generate button and mirrored in the API reference at https://wavespeed.ai/docs/docs-api/wavespeed-ai/wan-2.2-i2v-480p.
How long does Wan 2.2 I2v 480p take to generate?
Average end-to-end generation time on WaveSpeedAI is around 67 seconds per request — measured across recent runs. Queue time scales with global demand; live status is visible in the prediction record.
Can I use Wan 2.2 I2v 480p outputs commercially?
Commercial usage rights depend on the model's license, set by its provider (WaveSpeedAI). The license summary appears on the model card above; see WaveSpeedAI's Terms of Service for platform-level conditions.