Ad Inpaint (Product Photo)
ad-inpaint-product-photoProduct advertising photo generator. You upload a cut-out product shot and a prompt describing the scene; it places the product on a new generated background with matching lighting and shadows, so a plain packshot becomes an ecommerce or ad-ready hero image without a photo studio.
- Price
- ≈ $0.0672/run
- Input → output
- Text + Image → Image
- Developer
- Community
- Updated
- September 23, 2026
Playground
Try Ad Inpaint (Product Photo)
Input & output
This run
about $0.0672 · 6.72 credits
$0.2016 (20.16 credits) are reserved at the start; the actual GPU time is billed.
For accounts without a purchase: runs above 2 credits need a top-up.
New here?
10 free credits ($0.10) when you sign up with Google
Usable 24 hours after sign-up, up to 5 runs per day and at most 2 credits per run. Other sign-in methods start without credits.
Examples
Open full size
InputPrompt
modern sofa+ in a contemporary living room, filled with stylish decor+;modern, contemporary, sofa, living room, stylish decor
Settings
negative_prompt: illustration, 3d, sepia, painting, cartoons, sketch, (worst quality:2)
Open full size
InputPrompt
Task chair+ in a well-lit home office-, surrounded by shelves of books and a large window with a scenic view+;ergonomic, adjustable, comfortable, professional
Settings
negative_prompt: low quality, out of frame, illustration, 3d, sepia, painting, cartoons, sketch, watermark, text, Logo, advertisement
Open full size
InputPrompt
bottle+ on a wooden platform-, adorned with a beautiful flower+ and surrounded by colorful decorative elements and greenery.
Settings
negative_prompt: text, watermark, painting, cartoons, sketch,worst quality
About Ad Inpaint (Product Photo)
Ad Inpaint (Product Photo) is a model by Community in the Image generation category. On Railwail, Ad Inpaint (Product Photo) costs ≈ $0.0672 per run.
Pricing
| Typical run (≈ 40 s on A100 (80GB)) | $0.0672 per run |
|---|---|
| GPU time (A100 (80GB)) | $0.00168 per GPU second |
- Billed by the GPU time the run actually takes. When the run starts, 3× the typical price is reserved from your balance and settled afterwards.
- 1 credit = $0.01
Cost calculator
Price calculator
Typical according to the provider: about 40 s
Total
$6.72
672 credits
Per run
$0.0672 · 6.72 credits
Billed by the actual GPU time; this is an estimate.
API
No verified API example
The public API passes a different input format than this model needs. Use the playground above.
Specifications
- Model ID
ad-inpaint-product-photo- Developer
- Community
- Category
- Image generation
- Input
- Text, Image
- Output
- Image
- Billing
- By usage (tokens or GPU time)
- Catalog entry updated
- September 23, 2026
Input parameters
Inputs and settings from the model's input schema. The example in the API section shows which of them the API accepts.
promptrequiredProduct name and the scene to place it in
Type: TextDefault: –Allowed values: up to 2,000 charactersimage_pathrequiredCut-out product image to place on a new background
Type: TextDefault: –Allowed values: –image_numType: IntegerDefault:1Allowed values: 1 to 4guidance_scaleType: NumberDefault:7.5Allowed values: 1 to 20negative_promptThings to keep out of the image
Type: TextDefault: –Allowed values: up to 2,000 charactersnum_inference_stepsType: IntegerDefault:30Allowed values: 1 to 50
Tags
- product
- ecommerce
- product-photo
- inpainting
- mockup
- advertising
- background
Use cases
Frequently asked questions
What is Ad Inpaint (Product Photo)?
Ad Inpaint (Product Photo) is a model by Community in the Image generation category.
How much does Ad Inpaint (Product Photo) cost on Railwail?
On Railwail, Ad Inpaint (Product Photo) costs ≈ $0.0672 per run. You are charged for what each request actually uses. Usage is paid from prepaid credits; 1 credit equals $0.01.
Which settings does Ad Inpaint (Product Photo) support?
According to its input schema, Ad Inpaint (Product Photo) knows these parameters: prompt (up to 2,000 characters), image_path, image_num (1 to 4), guidance_scale (1 to 20), negative_prompt (up to 2,000 characters), and num_inference_steps (1 to 50).
How fast is Ad Inpaint (Product Photo)?
There are not enough measured runs of Ad Inpaint (Product Photo) on Railwail yet to state a run time. It depends on the input, the settings and the load at the provider.
Is Ad Inpaint (Product Photo) better than FLUX 1.1 Pro?
That depends on the task. Ad Inpaint (Product Photo) (Community) and FLUX 1.1 Pro (Black Forest Labs) are both models in the Image generation category. The comparison page shows their prices and specifications side by side.
Compare Ad Inpaint (Product Photo) and FLUX 1.1 ProCan Ad Inpaint (Product Photo) use an image as input?
Yes. Send the image in the image_path parameter.
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All models through one API
One API key for every model on Railwail. Usage is charged from prepaid credits, 1 credit = $0.01.