WaveSpeedAI APIStability AIStability AI Stable Diffusion 3.5 Large

Stability Ai Stable Diffusion 3.5 Large

Stability Ai Stable Diffusion 3.5 Large

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Stable Diffusion 3.5 Large is a text-to-image model creating high-res, detailed images in varied styles via Query-Key Normalization. Ready-to-use REST inference API, best performance, no coldstarts, affordable pricing.

Features

Stable Diffusion 3.5 Large

Stable Diffusion 3.5 Large is Stability AI’s flagship text-to-image and image-to-image generation model that creates stunning, highly detailed images from text descriptions. With advanced prompt understanding and flexible aspect ratios, it delivers exceptional quality for creative and professional projects.


Why It Stands Out

  • Advanced architecture: Built on Stability AI’s latest diffusion technology for superior image quality.
  • Dual mode support: Works as both text-to-image and image-to-image generator.
  • Prompt Enhancer: Built-in AI-powered prompt optimization for better results.
  • Strong prompt adherence: Accurately interprets complex, detailed prompts.
  • Flexible aspect ratios: Choose from 1:1, 3:4, 4:3, 16:9, or 9:16 to fit any use case.
  • Reproducibility: Use the seed parameter to recreate exact results.

Parameters

ParameterRequiredDescription
promptYesText description of the image you want to generate.
imageNoSource image for image-to-image transformation.
aspect_ratioNoOutput aspect ratio: 1:1, 3:4, 4:3, 16:9, 9:16 (default: 1:1).
seedNoSet for reproducibility; -1 for random.

Supported Aspect Ratios

Aspect RatioBest For
1:1Instagram posts, profile pictures, icons
3:4Portrait photos, Pinterest
4:3Classic format, presentations
16:9YouTube thumbnails, widescreen displays
9:16TikTok, Instagram Stories, mobile content

How to Use

Text-to-Image:

  1. Write a prompt describing the image you want. Use the Prompt Enhancer for AI-assisted optimization.
  2. Select aspect ratio — choose the format that fits your use case.
  3. Set a seed (optional) for reproducible results.
  4. Click Run and download your image.

Image-to-Image:

  1. Upload a source image.
  2. Write a prompt describing the transformation you want.
  3. Select aspect ratio and set a seed (optional).
  4. Click Run and download your transformed image.

Best Use Cases

  • Creative Art & Illustration — Generate unique artwork, concept art, and digital illustrations.
  • Marketing & Social Media — Produce eye-catching visuals for campaigns and posts.
  • Product Visualization — Create product mockups and lifestyle imagery.
  • Style Transfer — Transform images into different artistic styles.
  • Design Prototyping — Quickly visualize ideas before committing to full production.

Pricing

OutputPrice
Per image$0.06

Pro Tips for Best Quality

  • Be descriptive in your prompt — include style, mood, lighting, composition, and specific details.
  • Use style keywords like “photorealistic,” “digital painting,” “cinematic,” or “anime” to guide the aesthetic.
  • Include technical parameters in your prompt like “—ar 16:9” for additional guidance.
  • For image-to-image, provide a clear source image and describe the desired transformation.
  • Fix the seed when iterating to compare different prompt variations.

Notes

  • Ensure uploaded image URLs are publicly accessible.
  • Processing time varies based on current queue load.
  • Please ensure your prompts comply with content guidelines.

Authentication

For authentication details, please refer to the Authentication Guide.

API Endpoints

Submit Task & Query Result


# Submit the task
curl --location --request POST "https://api.wavespeed.ai/api/v3/stability-ai/stable-diffusion-3.5-large" \
--header "Content-Type: application/json" \
--header "Authorization: Bearer ${WAVESPEED_API_KEY}" \
--data-raw '{
    "aspect_ratio": "1:1",
    "seed": -1,
    "enable_base64_output": false
}'

# Get the result
curl --location --request GET "https://api.wavespeed.ai/api/v3/predictions/${requestId}/result" \
--header "Authorization: Bearer ${WAVESPEED_API_KEY}"

Parameters

Task Submission Parameters

Request Parameters

ParameterTypeRequiredDefaultRangeDescription
promptstringYes-The positive prompt for the generation.
imagestringNo-The image to generate an image from.
aspect_ratiostringNo1:11:1, 3:4, 4:3, 16:9, 9:16The aspect ratio of the generated media.
seedintegerNo-1-1 ~ 2147483647The random seed to use for the generation. -1 means a random seed will be used.
enable_base64_outputbooleanNofalse-If enabled, the output will be encoded into a BASE64 string instead of a URL. This property is only available through the API.

Response Parameters

ParameterTypeDescription
codeintegerHTTP status code (e.g., 200 for success)
messagestringStatus message (e.g., “success”)
data.idstringUnique identifier for the prediction, Task Id
data.modelstringModel ID used for the prediction
data.outputsarrayArray of URLs to the generated content (empty when status is not completed)
data.urlsobjectObject containing related API endpoints
data.urls.getstringURL to retrieve the prediction result
data.has_nsfw_contentsarrayArray of boolean values indicating NSFW detection for each output
data.statusstringStatus of the task: created, processing, completed, or failed
data.created_atstringISO timestamp of when the request was created (e.g., “2023-04-01T12:34:56.789Z”)
data.errorstringError message (empty if no error occurred)
data.timingsobjectObject containing timing details
data.timings.inferenceintegerInference time in milliseconds

Result Request Parameters

ParameterTypeRequiredDefaultDescription
idstringYes-Task ID

Result Response Parameters

ParameterTypeDescription
codeintegerHTTP status code (e.g., 200 for success)
messagestringStatus message (e.g., “success”)
dataobjectThe prediction data object containing all details
data.idstringUnique identifier for the prediction, the ID of the prediction to get
data.modelstringModel ID used for the prediction
data.outputsstringArray of URLs to the generated content (empty when status is not completed).
data.urlsobjectObject containing related API endpoints
data.urls.getstringURL to retrieve the prediction result
data.statusstringStatus of the task: created, processing, completed, or failed
data.created_atstringISO timestamp of when the request was created (e.g., “2023-04-01T12:34:56.789Z”)
data.errorstringError message (empty if no error occurred)
data.timingsobjectObject containing timing details
data.timings.inferenceintegerInference time in milliseconds
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