seedinteger
The same seed and the same prompt given to the same version of the model will output the same image every time.
Qwen Image Edit 2511
alibaba/qwen-image-edit/2511Qwen Image Edit 2511 by Alibaba - AI-powered image editing, style transfer, and transformation. Edit photos with natural language instructions, remove backgrounds, change styles, and enhance images effortlessly.
Try the model
Playground
Input
The prompt to edit the image with.
Additional Settings More
Customize your input with more control.
PNG, JPEG, WebP, or GIF · 20 MiB maximum each
The URLs of the images to edit.
The format of the generated image. Allowed values: jpeg, png.
The aspect ratio of the generated image. Allowed values: 21:9, 16:9, 3:2, 4:3, 5:4, 1:1, 4:5, 3:4, 2:3, 9:16.
The same seed and the same prompt given to the same version of the model will output the same image every time.
ResultExample
What would you like to do next?
Examples
Select an example to load its inputs and result into the playground.
- Open result ↗
Input
{ "prompt": "Change angle to front view" }
Human preference
Arena
Elo ratings from blind side-by-side votes, compared with other image and video models.
Rankings sourced from Artificial Analysis Arena
- Leaderboard
- Image Editing
- Rank
- #52 of 77
- Elo
- 991 ±18
- Gap to #1
- −208
Image-editing arena: people pick the better of two edits of the same image and instruction, without seeing the model names.
- #47Step Image Edit 21009±13
- #48FLUX.2 [dev]1000
- #49FLUX.2 [max]999±13
- #50FLUX.2 [flex]999±17
- #51GPT Image 1 (high)995±18
- #52Qwen Image Edit Plus 2511991±18
- #53Reve V1 (December)987±18
- #54P-Image-Edit985±14
- #55Nano Banana (Gemini 2.5 Flash Image)984±14
- #56Qwen Image Edit Max 2601982±18
Qwen Image Edit 2511
Qwen Image Edit 2511 improves consistency over the original edit model: faces, products, and text stay stable while you change pose, background, or style, and several images can be combined.
Fields
| Field | Type | Default | Notes |
|---|---|---|---|
prompt | string, required | — | Text instruction. |
images | image URL[] | — | Images to edit or combine, Image 1, Image 2, … |
output_format | jpeg / png | png | Output file format. |
aspect_ratio | 21:9 / 16:9 / 3:2 / 4:3 / 5:4 / 1:1 / 4:5 / 3:4 / 2:3 / 9:16 | — | Omit to follow the first input image. |
seed | integer | random | Fix it to compare prompt changes. |
Billing
$0.03 per output image.
| Request | Price |
|---|---|
| One image | $0.03 |
Failed runs are not charged.
Prompting
- Say which image supplies which element when combining.
- List what must not change.
Limits
- One output image per request.
Also on SandBase
Related: alibaba/qwen-image-edit, alibaba/qwen-image-edit/2511/multiple-angles, alibaba/qwen-image-3/edit (newer).
Start building
Send your first request
Submit this model through the SandBase Unified Run API.
# The quoted heredoc keeps Unicode and shell metacharacters unchanged.
result=$(curl --fail-with-body --silent \
-X POST "https://api.sandbase.ai/v1/run" \
-H "Authorization: Bearer $SANDBASE_API_KEY" \
-H "Content-Type: application/json" \
--data-binary @- <<'SANDBASE_JSON'
{
"model": "alibaba/qwen-image-edit/2511",
"images": [
"https://static.sandbase.ai/examples/alibaba/qwen-image-edit/2511/input_images_0.png"
],
"prompt": "Change angle to front view",
"output_format": "png"
}
SANDBASE_JSON
)
run_id=$(printf '%s' "$result" | jq -r .id)
for attempt in $(seq 1 120); do
status=$(printf '%s' "$result" | jq -r .status)
case "$status" in completed|failed|timeout) break ;; esac
sleep 2
result=$(curl --fail-with-body --silent \
-H "Authorization: Bearer $SANDBASE_API_KEY" \
"https://api.sandbase.ai/v1/run/$run_id")
done
status=$(printf '%s' "$result" | jq -r .status)
[ "$status" = completed ] || { echo "Generation ended: $status" >&2; exit 1; }
printf '%s\n' "$result"2. Authentication
Create a SandBase API key and set it in your server environment. All requests use Bearer authentication.
export SANDBASE_API_KEY="YOUR_API_KEY"Keep the key on your server. Do not expose it in browser code or commit it to a repository.
3. Queue
Submit a request
POST to /v1/run with this model ID and its inputs. The request example above includes submission and polling.
Fetch request status and result
Use the returned run ID to poll until the status is completed, failed or timeout. Read output only after completed.
curl "https://api.sandbase.ai/v1/run/$RUN_ID" \
-H "Authorization: Bearer $SANDBASE_API_KEY"4. Files
Hosted files
Pass a publicly accessible file URL in the model’s image, video or audio field. Supported formats and limits are shown beside each Playground input.
Uploading images
Use the upload or replace control on supported image fields in the Playground. Video URL fields accept a hosted driving video; they do not imply video-upload support.
5. Schema
Input
imagesarray
The URLs of the images to edit.
promptstringrequired
The prompt to edit the image with.
aspect_ratiostring
The aspect ratio of the generated image.
Possible values: "21:9", "16:9", "3:2", "4:3", "5:4", "1:1", "4:5", "3:4", "2:3", "9:16"
output_formatstring
The format of the generated image.
Default: "png"
Possible values: "jpeg", "png"
{
"model": "alibaba/qwen-image-edit/2511",
"images": [
"https://static.sandbase.ai/examples/alibaba/qwen-image-edit/2511/input_images_0.png"
],
"prompt": "Change angle to front view",
"output_format": "png"
}Output
A completed run exposes its result in output. The following is the model’s saved example, not a new generation.
[
{
"source": "Alibaba Model Studio schema mirror",
"source_url": "https://www.alibabacloud.com/help/en/model-studio/",
"url": "https://static.sandbase.ai/examples/903de655-877e-46dd-a31a-1aafb01f1aca/output/f8d5e4b0-91d8-4848-94f9-81c9f9f45b8a.png"
}
]