artificial-intelligence, image, video, image-to-video, text-to-video
🖼️ 📽️ Wan2.1 Text to Video API [Models: 14b] [Vid:480p/720p] AI
Produce dynamic short videos from text or images—perfect for social, marketing, and creative projects.
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🏢 On Prem Deployment
Private WAN2.1 Text-to-Video Infrastructure
Massive 80%+ savings at scale • Enterprise data privacy • Unlimited processing power • Self-hosted control
Starts at
$2400/mo
$599/mo
🖼️ 📽️ Wan2.1 Text to Video API [Models: 14b] [Vid:480p/720p] AI# 🖼️ WAN2.1 Image‑to‑Video AI model API
The **WAN2.1 Image‑to‑Video API** turns a single reference image into a short, AI‑generated video, letting you animate static visuals or apply creative transformations. The service is authenticated using **x‑magicapi‑key** and bills purely on GPU time, making integration simple and cost‑effective.
---
## Video Examples
<table style="width:100%;">
<tr>
<th style="width:33.33%; padding:10px; text-align:left;">Prompt</th>
<th style="width:33.33%; padding:10px; text-align:left;">Image</th>
<th style="width:33.33%; padding:10px; text-align:left;">Generated Video</th>
</tr>
<tr>
<td style="padding:10px;">A woman is talking</td>
<td style="padding:10px;"><img src="https://blog.api.market/wp-content/uploads/2025/04/1a8nt7yw5drm80cn05r89mjce0.png" alt="A woman is talking" style="display:block; width:100%; height:auto;" /></td>
<td style="padding:10px;"><a href="https://blog.api.market/wp-content/uploads/2025/04/20250416_060443_0d64a059.mp4" target="_blank"><video controls style="display:block; width:100%; height:auto;"><source src="https://blog.api.market/wp-content/uploads/2025/04/20250416_060443_0d64a059.mp4" type="video/mp4">Your browser does not support the video tag.</video></a></td>
</tr>
<tr>
<td style="padding:10px;">Friendly dragon flying over a farm</td>
<td style="padding:10px;"><img src="https://blog.api.market/wp-content/uploads/2025/04/image-5.png" alt="Friendly dragon flying over a farm" style="display:block; width:100%; height:auto;" /></td>
<td style="padding:10px;"><a href="https://blog.api.market/wp-content/uploads/2025/04/20250416_080740_dad68f15.mp4" target="_blank"><video controls style="display:block; width:100%; height:auto;"><source src="https://blog.api.market/wp-content/uploads/2025/04/20250416_080740_dad68f15.mp4" type="video/mp4"></video></a></td>
</tr>
<tr>
<td style="padding:10px;">A cat is sitting on a laptop, it is kneading</td>
<td style="padding:10px;"><img src="https://blog.api.market/wp-content/uploads/2025/04/5bjq05hg8srma0cn3cp8egraew.png" alt="Cat kneading on laptop" style="display:block; width:100%; height:auto;" /></td>
<td style="padding:10px;"><a href="https://blog.api.market/wp-content/uploads/2025/04/20250416_065055_e5bb1894.mp4" target="_blank"><video controls style="display:block; width:100%; height:auto;"><source src="https://blog.api.market/wp-content/uploads/2025/04/20250416_065055_e5bb1894.mp4" type="video/mp4"></video></a></td>
</tr>
</table>
---
## Features
1. **Asynchronous Generation** – Jobs are queued; poll their status until they finish.
2. **Single Generation Mode** – Animate or stylise a provided image with a text prompt.
3. **Flexible Parameters** – Control frames, aspect ratio, sampling steps, resolution (480p / 720p), negative prompts, and more.
4. **LoRA Style Injection** – Apply any of the supported LoRAs for domain‑specific looks or effects.
5. **Choice of Model Size** – `1.3b` for speed (480p) or `14b` for higher fidelity (480p/720p).
6. **Pay‑as‑You‑Go Pricing** – Only pay for GPU seconds used, with 100 free API units per account.
---
## Typical Use Cases
- **Social Media Shorts** – Quickly animate product photos into eye‑catching clips.
- **Marketing & Advertising** – Turn static campaign imagery into dynamic content without a video team.
- **Educational Snippets** – Bring diagrams or illustrations to life for bite‑size lessons.
- **Personal Greetings** – Animate a photo with festive motion for invitations or cards.
- **Artistic Exploration** – Experiment with LoRAs to create stylised micro‑animations.
---
## Licensing Option
Need unlimited usage on your own infrastructure? Model licences start at **$599 USD/month** for deployment on Replicate, RunPod, or similar. Contact us to set up a private copy.
---
## Pricing
- **GPU Processing** – $0.001 per GPU‑second.
- **API Units** – First 100 free, then $0.0001 each.
- **Typical Processing Times**
- ~3 minutes @ 480p
- ~10 minutes @ 720p
| **Volume** | **480p** | **720p** |
|------------|----------|----------|
| 1 video | ~$0.18 | ~$0.60 |
| 100 videos | ~$18 | ~$60 |
| 1 000 videos | ~$180 | ~$600 |
*Estimates assume 65 frames, model `14b`. Actual cost varies by parameters.*
---
## Parameter Reference (Image‑to‑Video)
| **Parameter** | **Description** | **Valid Values** | **Default** |
|---------------|-----------------|------------------|-------------|
| `prompt` | Text describing the desired animation. **Required.** | *string* | – |
| `negative_prompt` | Elements to avoid. | *string* | `""` |
| `image_url` | Source image URL. **Required.** | *string (URL)* | – |
| `lora_url` | LoRA checkpoint URL. | *string (URL) \| `null`* | `null` |
| `lora_strength_clip` | LoRA influence on text encoder. | 0.0–2.0 | 1.0 |
| `lora_strength_model` | LoRA influence on model. | 0.0–2.0 | 1.0 |
| `aspect_ratio` | Output ratio. | `"auto"`, `"16:9"`, `"9:16"`, `"1:1"` | `"auto"` |
| `frames` | Frame count (~1–5 s). | 17, 33, 49, 65, 81 | 33 |
| `resolution` | Output resolution. | `"480p"`, `"720p"` | `"480p"` |
| `sample_guide_scale` | Prompt adherence strength. | 0.0–10.0 | 5.0 |
| `sample_steps` | Diffusion steps. | 1–60 | 30 |
| `seed` | Random seed for reproducibility. | *int \| `null`* | `null` |
---
## Available LoRAs
(Usable with `lora_url`)
| **LoRA Name** | **URL** | **Effect** |
|---------------|---------|------------|
| 360 Effect | `https://dtu1vvf8tvi89.cloudfront.net/wan/i2v_lora/360_epoch20.safetensors` | Creates a 360‑degree panoramic spin.
| Aging Effect | `https://dtu1vvf8tvi89.cloudfront.net/wan/i2v_lora/aging_30_epochs.safetensors` | Adds age progression.
| Baby Style | `https://dtu1vvf8tvi89.cloudfront.net/wan/i2v_lora/baby_epoch_50.safetensors` | Childlike features.
| ... | ... | ... |
### Example Request with LoRA
```bash
curl -X POST \
'https://prod.api.market/api/v1/magicapi/wan-text-to-image/image-to-video/run' \
-H 'accept: application/json' \
-H 'x-magicapi-key: YOUR_API_KEY' \
-H 'Content-Type: application/json' \
-d '{
"input": {
"model": "14b",
"frames": 65,
"prompt": "Person meditating peacefully in a garden",
"image_url": "https://example.com/source.jpg",
"lora_url": "https://dtu1vvf8tvi89.cloudfront.net/wan/i2v_lora/zen_50_epochs.safetensors",
"lora_strength_model": 1.0,
"lora_strength_clip": 1.0,
"aspect_ratio": "16:9",
"resolution": "480p",
"sample_steps": 30
}
}'
```
---
## Endpoints
Base URL
```
https://prod.api.market/api/v1/magicapi/wan-text-to-image
```
Include header `x-magicapi-key: YOUR_API_KEY`.
### **POST** `/image-to-video/run`
Submit a generation job.
### **GET** `/image-to-video/status/{id}`
Retrieve job status and result URL.
---
## Data Retention & Privacy
- Requests are deleted 30 min after submission.
- Videos stay on CDN for 24 h, then are purged.
---
## FAQ
**Q: Which parameters are required?**
`prompt` and `image_url`.
**Q: How do I make the clip longer?**
Increase `frames` (17–81). More frames = longer video and higher cost.
**Q: Which model should I pick?**
`1.3b` is faster (480p only); `14b` offers better quality and supports 720p.
**Q: How is billing calculated?**
GPU seconds × $0.001 + API units after the 100‑unit free tier.
**Q: Are there watermarks?**
None by default. Use negative prompts like `"no watermark"` if needed.
---
## SEO Keywords
image to video api, wan model image animation, lora checkpoint video, ai image2video, generative video api, ai animation api
---
*Integrate the WAN2.1 Image‑to‑Video API today to bring your static imagery to life. For further assistance, contact the support team.*
I am genuinely surprised with the quality of generated videos from this. Look at various generated videos ->
https://www.youtube.com/@Noveum-ai
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