black-forest-labs/flux-kontext-pro/image-to-image

Image to Image

Black Forest Labs FLUX.1 Kontext Pro edits a single image from plain instructions, changing only what you ask while keeping people, objects and composition consistent. Use it for scene and lighting changes, object swaps and style edits, with guidance from 1 to 20, 9 aspect ratios and up to 4 results per call.

Try it Get API keyOpenAPI llms.txt

Prompt *

Image URL *

Aspect Ratio

More settings (5)

Enhance Prompt

Guidance scale (CFG)

Num Images

Output Format

Seed

ResultExampleSign in to try

$0.04 / image · ~25 images per $1

FLUX.1 Kontext Pro Image to Image example

Example — generated from this input

Turn the stormy scene into a calm, clear summer evening: a soft pink and gold sunset sky, a gentle sea with small waves, and warm light on the rocks. Keep the lighthouse, the cliffs and the camera angle exactly the same.

Pricing

Unit price $0.04 / image

Billed by the number of images actually generated.

~25 images per $1

Each request temporarily reserves $0.04; you are charged for actual usage, usually within a minute: any unused amount is released and any usage above it is charged to your balance, even if that takes it below zero; while your balance is below zero, new requests are paused until a top-up covers it.

Failed generations are not charged.

API

Submit generation requests with this model ID.

POST/v1/model-tasks

black-forest-labs/flux-kontext-pro/image-to-image

Request body

{
  "model": "black-forest-labs/flux-kontext-pro/image-to-image",
  "input": {
    "prompt": "Turn the stormy scene into a calm, clear summer evening: a soft pink and gold sunset sky, a gentle sea with small waves, and warm light on the rocks. Keep the lighthouse, the cliffs and the camera angle exactly the same.",
    "enhance_prompt": false,
    "guidance_scale": 3.5,
    "image_url": "https://pub-a7287c8d5de944d984e22a5bd3ab9bbe.r2.dev/uploads/capability-demo-104e03a0f4a3c332b20c3fcd55735884.jpg",
    "num_images": 1,
    "output_format": "jpeg"
  }
}

Input schema

Parameter	Type	Requirement	Default
image_url	string	Required	—
prompt	string	Required	—
aspect_ratio	string	Optional	—
enhance_prompt	boolean	Optional	false
guidance_scale	number	Optional	3.5
num_images	integer	Optional	1
output_format	string	Optional	jpeg
seed	integer	Optional	—

Response

The API returns a result or a pollable asynchronous task. See the examples and Schema below for the response mode and result fields.

Asynchronous task

Submit response

HTTP 202

/v1/model-tasksapplication/json

{
  "id": "task_example",
  "model": "black-forest-labs/flux-kontext-pro/image-to-image",
  "status": "queued"
}

Status response

HTTP 200

/v1/model-tasks/{id}application/json

{
  "id": "task_example",
  "model": "black-forest-labs/flux-kontext-pro/image-to-image",
  "status": "completed",
  "output": {
    "images": [
      {
        "url": "https://api.musespan.com/v1/model-tasks/task_example/artifacts/0"
      }
    ]
  }
}

File download

HTTP 200

/v1/model-tasks/{id}/artifacts/{index}Generated image (e.g. image/png)

When the task completes, file URLs in output point to this endpoint, numbered from 0. Send the same API key (Authorization header) when downloading.

Error response

HTTP 400

/v1/model-tasksapplication/json

{
  "error": {
    "code": "invalid_input",
    "message": "The input does not match this model's input schema. Check the model's API documentation.",
    "type": "invalid_request_error"
  }
}

Code examples

Async submission returns a task ID. Poll until status is completed, then retrieve the generated content from the result. Get your API key in the console.

# Use a new directory for each new generation. Rerunning here continues this task.
set -eu
test -s model-task-id.txt || python3 -c "import uuid; print(uuid.uuid4())" > model-task-id.txt
REQUEST_ID=$(cat model-task-id.txt)
# Idempotent: resending the same bytes with the same ID never charges twice.
curl --fail-with-body --retry 3 --retry-connrefused --request POST 'https://api.musespan.com/v1/model-tasks' \
  --header "Authorization: Bearer $MUSESPAN_API_KEY" \
  --header "X-Request-Id: $REQUEST_ID" \
  --header "Content-Type: application/json" \
  --data '{"model":"black-forest-labs/flux-kontext-pro/image-to-image","input":{"prompt":"Turn the stormy scene into a calm, clear summer evening: a soft pink and gold sunset sky, a gentle sea with small waves, and warm light on the rocks. Keep the lighthouse, the cliffs and the camera angle exactly the same.","enhance_prompt":false,"guidance_scale":3.5,"image_url":"https://pub-a7287c8d5de944d984e22a5bd3ab9bbe.r2.dev/uploads/capability-demo-104e03a0f4a3c332b20c3fcd55735884.jpg","num_images":1,"output_format":"jpeg"}}'
# Poll every 5 seconds for up to 25 minutes until status is completed or failed.
# Still queued (with queue_position) 5 minutes after submission: failed with queue_timeout, not charged.
# No result 15 minutes after acceptance (or no confirmation 15 minutes after submission): failed with generation_timeout, not charged.
# Any failure is final: generate again in a new directory (a new X-Request-Id).
# A 404 means the POST did not arrive: rerun this script to resend it with the same ID.
curl --fail-with-body 'https://api.musespan.com/v1/model-tasks/'"$REQUEST_ID"'' --header "Authorization: Bearer $MUSESPAN_API_KEY"