SUPIR

Image generationAvailable
by CommunityModel ID: supir-restore

SUPIR by Fanghua Yu et al. is a large diffusion-based restoration model that recovers photorealistic detail from heavily degraded images and can be steered with a text prompt describing the scene.

Price
โ‰ˆ US$0.4921/run
Input โ†’ output
Text + Image โ†’ Image
Developer
Community
Updated
23 September 2026
01

Playground

Try SUPIR

Input & output

โ‰ˆ US$0.4921/run
Try SUPIR

0 / 2,000

Optional description of the scene to guide restoration

Degraded image to restore

Advanced settings (1)
Output
Your image appears here.

This run

about US$0.4921 ยท 49.21 credits

US$1.4761 (147.61 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 (US$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.

02

Examples

Real outputs from the public examples of this model on Replicate, with the prompt and settings that produced them. They were not generated live on this page.
  • Example output 1 from SUPIR: Cinematic, High Contrast, highly detailed, taken using a Canon EOS R camera, hyper detailed photo - realistic maximum detail, 32k, Color GraOpen full size
    InputInput

    Prompt

    Cinematic, High Contrast, highly detailed, taken using a Canon EOS R camera, hyper detailed photo - realistic maximum detail, 32k, Color Grading, ultra HD, extreme meticulous detailing, skin pore detailing, hyper sharpness, perfect without deformations.
  • Example output 2 from SUPIR: Cinematic, High Contrast, highly detailed, taken using a Canon EOS R camera, hyper detailed photo - realistic maximum detail, 32k, Color GraOpen full size
    InputInput

    Prompt

    Cinematic, High Contrast, highly detailed, taken using a Canon EOS R camera, hyper detailed photo - realistic maximum detail, 32k, Color Grading, ultra HD, extreme meticulous detailing, skin pore detailing, hyper sharpness, perfect without deformations.
  • Example output 3 from SUPIR: Cinematic, High Contrast, highly detailed, taken using a Canon EOS R camera, hyper detailed photo - realistic maximum detail, 32k, Color GraOpen full size
    InputInput

    Prompt

    Cinematic, High Contrast, highly detailed, taken using a Canon EOS R camera, hyper detailed photo - realistic maximum detail, 32k, Color Grading, ultra HD, extreme meticulous detailing, skin pore detailing, hyper sharpness, perfect without deformations.
03

About SUPIR

TL;DRAs of 23 September 2026

SUPIR is a model by Community in the Image generation category. On Railwail, SUPIR costs โ‰ˆ US$0.4921 per run.

SUPIR (Scaling Up to Excellence, CVPR 2024) couples a strong generative diffusion prior with degradation-aware control to restore real-world low-quality photos at high quality. A text prompt and quality_prompt let you guide the restored content, which helps on very blurry or noisy inputs where blind methods fail.
04

Pricing

Prices in US dollars. Usage is charged from prepaid credits.
Typical run (โ‰ˆ 293 s on A100 (80GB))US$0.4921 per run
GPU time (A100 (80GB))US$0.00168 per GPU second
  • Billed by the GPU time the run actually takes. When the run starts, 3ร— the typical price is reserved from your balance and settled afterwards.
  • 1 credit = US$0.01

Cost calculator

Price calculator

s

Typical according to the provider: about 292.9 s

Total

US$49.21

4,921 credits

Per run

US$0.4921 ยท 49.21 credits

Billed by the actual GPU time; this is an estimate.

05

API

Call SUPIR with your Railwail API key. Use this model ID in the request:

No verified API example

The public API passes a different input format than this model needs. Use the playground above.

06

Specifications

Model ID
supir-restore
Developer
Community
Input
Text, Image
Output
Image
Billing
By usage (tokens or GPU time)
Catalog entry updated
23 September 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.

  • imagerequired

    Degraded image to restore

    Type: Text
    Default: โ€“
    Allowed values: โ€“
  • prompt

    Optional description of the scene to guide restoration

    Type: Text
    Default: โ€“
    Allowed values: up to 2,000 characters
  • upscale
    Type: Integer
    Default: 2
    Allowed values: 1 to 4

Tags

  • restore
  • super-resolution
  • supir
  • denoise
  • diffusion
07

Use cases

08

Frequently asked questions

What is SUPIR?

SUPIR is a model by Community in the Image generation category.

How much does SUPIR cost on Railwail?

On Railwail, SUPIR costs โ‰ˆ US$0.4921 per run. You are charged for what each request actually uses. Usage is paid from prepaid credits; 1 credit equals US$0.01.

Which settings does SUPIR support?

According to its input schema, SUPIR knows these parameters: image, prompt (up to 2,000 characters) and upscale (1 to 4).

How fast is SUPIR?

There are not enough measured runs of SUPIR on Railwail yet to state a run time. It depends on the input, the settings and the load at the provider.

Is SUPIR better than FLUX 1.1 Pro?

That depends on the task. SUPIR (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 SUPIR and FLUX 1.1 Pro

Can SUPIR use an image as input?

Yes. Send the image in the image parameter.

09

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    Compare SUPIR vs. Icons (SDXL Flat Pop)
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    Compare SUPIR vs. InstantID
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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 = US$0.01.