---
title: FLUX Virtual Try-On | Runware Docs
url: https://runware.ai/docs/models/bfl-flux-virtual-try-on
description: Low-latency virtual try-on for transferring garments onto a person image with strong identity and garment fidelity
---
# FLUX Virtual Try-On

FLUX Virtual Try-On is a virtual try-on image editing model from Black Forest Labs that generates apparel try-on results from a person image plus one or more garment references. It is tuned to preserve the subject's face and pose while transferring garments with strong logo, print, stitching, and hardware fidelity, making it suitable for catalog-scale styling, product visualization, outfit transfer, and shopper-facing try-on workflows. It supports multi-garment composition, seeded generation, and output sizes up to 2 megapixels.

- **ID**: `bfl:flux@vto`
- **Status**: live
- **Creator**: Black Forest Labs
- **Release Date**: May 28, 2026
- **Capabilities**: Image to Image, Edit

## Pricing

Pricing starts at $0.0375 for the first input MP, then $0.005 per subsequent input MP. In addition it is priced at $0.005 per output MP

- **1 ref input image**: `$0.0425`
- **2 ref input images**: `$0.0475`

## Request Parameters

**API Options**

Platform-level options for task execution and delivery.

### [taskType](https://runware.ai/docs/models/bfl-flux-virtual-try-on#request-tasktype)

- **Type**: `string`
- **Required**: true
- **Value**: `imageInference`

Identifier for the type of task being performed

### [taskUUID](https://runware.ai/docs/models/bfl-flux-virtual-try-on#request-taskuuid)

- **Type**: `string`
- **Required**: true
- **Format**: `UUID v4`

UUID v4 identifier for tracking tasks and matching async responses. Must be unique per task.

### [outputType](https://runware.ai/docs/models/bfl-flux-virtual-try-on#request-outputtype)

- **Type**: `string`
- **Default**: `URL`

Image output type.

**Allowed values**: `URL` `base64Data` `dataURI`

### [outputFormat](https://runware.ai/docs/models/bfl-flux-virtual-try-on#request-outputformat)

- **Type**: `string`
- **Default**: `JPG`

Specifies the file format of the generated output. The available values depend on the task type and the specific model's capabilities.

- \`JPG\`: Best for photorealistic images with smaller file sizes (no transparency).
- \`PNG\`: Lossless compression, supports high quality and transparency (alpha channel).
- \`WEBP\`: Modern format providing superior compression and transparency support.

> [!NOTE]
> \*\*Transparency\*\*: If you are using features like background removal or LayerDiffuse that require transparency, you must select a format that supports an alpha channel (e.g., \`PNG\`, \`WEBP\`, \`TIFF\`). \`JPG\` does not support transparency.

**Allowed values**: `JPG` `PNG` `WEBP`

### [outputQuality](https://runware.ai/docs/models/bfl-flux-virtual-try-on#request-outputquality)

- **Type**: `integer`
- **Min**: `20`
- **Max**: `99`
- **Default**: `95`

Compression quality of the output. Higher values preserve quality but increase file size.

### [webhookURL](https://runware.ai/docs/models/bfl-flux-virtual-try-on#request-webhookurl)

- **Type**: `string`
- **Format**: `URI`

Specifies a webhook URL where JSON responses will be sent via HTTP POST when generation tasks complete. For batch requests with multiple results, each completed item triggers a separate webhook call as it becomes available.

**Learn more** (1 resource):

- [Webhooks](https://runware.ai/docs/platform/webhooks) (platform)

### [deliveryMethod](https://runware.ai/docs/models/bfl-flux-virtual-try-on#request-deliverymethod)

- **Type**: `string`
- **Default**: `sync`

Determines how the API delivers task results.

**Allowed values**:

- `sync` Returns complete results directly in the API response.
- `async` Returns an immediate acknowledgment with the task UUID. Poll for results using getResponse.

**Learn more** (1 resource):

- [Task Polling](https://runware.ai/docs/platform/task-polling) (platform)

### [uploadEndpoint](https://runware.ai/docs/models/bfl-flux-virtual-try-on#request-uploadendpoint)

- **Type**: `string`
- **Format**: `URI`

Specifies a URL where the generated content will be automatically uploaded using the HTTP PUT method. The raw binary data of the media file is sent directly as the request body. For secure uploads to cloud storage, use presigned URLs that include temporary authentication credentials.

**Common use cases:**

- **Cloud storage**: Upload directly to S3 buckets, Google Cloud Storage, or Azure Blob Storage using presigned URLs.
- **CDN integration**: Upload to content delivery networks for immediate distribution.

```text
// S3 presigned URL for secure upload
https://your-bucket.s3.amazonaws.com/generated/content.mp4?X-Amz-Signature=abc123&X-Amz-Expires=3600

// Google Cloud Storage presigned URL
https://storage.googleapis.com/your-bucket/content.jpg?X-Goog-Signature=xyz789

// Custom storage endpoint
https://storage.example.com/uploads/generated-image.jpg
```

The content data will be sent as the request body to the specified URL when generation is complete.

### [safety](https://runware.ai/docs/models/bfl-flux-virtual-try-on#request-safety)

- **Path**: `safety.checkContent`
- **Type**: `object (2 properties)`

Content safety checking configuration for image generation.

#### [checkContent](https://runware.ai/docs/models/bfl-flux-virtual-try-on#request-safety-checkcontent)

- **Path**: `safety.checkContent`
- **Type**: `boolean`
- **Default**: `false`

Enable or disable content safety checking. When enabled, defaults to `fast` mode.

#### [mode](https://runware.ai/docs/models/bfl-flux-virtual-try-on#request-safety-mode)

- **Path**: `safety.mode`
- **Type**: `string`
- **Default**: `none`

Safety checking mode for image generation.

**Allowed values**:

- `none` Disables checking.
- `fast` Performs a single check.

### [ttl](https://runware.ai/docs/models/bfl-flux-virtual-try-on#request-ttl)

- **Type**: `integer`
- **Min**: `60`

Time-to-live (TTL) in seconds for generated content. Only applies when `outputType` is `URL`.

### [includeCost](https://runware.ai/docs/models/bfl-flux-virtual-try-on#request-includecost)

- **Type**: `boolean`
- **Default**: `false`

Include task cost in the response.

### [numberResults](https://runware.ai/docs/models/bfl-flux-virtual-try-on#request-numberresults)

- **Type**: `integer`
- **Min**: `1`
- **Max**: `20`
- **Default**: `1`

Number of results to generate. Each result uses a different seed, producing variations of the same parameters.

**Inputs**

Input resources for the task (images, audio, etc). These must be nested inside the \`inputs\` object.

### [referenceImages](https://runware.ai/docs/models/bfl-flux-virtual-try-on#request-inputs-referenceimages)

- **Path**: `inputs.referenceImages`
- **Type**: `array of objects (2 properties)`
- **Required**: true

List of reference images (UUID, URL, Data URI, or Base64).

#### [image](https://runware.ai/docs/models/bfl-flux-virtual-try-on#request-inputs-referenceimages-image)

- **Path**: `inputs.referenceImages.image`
- **Type**: `string`
- **Required**: true

Image input (UUID, URL, DataURI, or Base64). Images under 2MP pass through unchanged. Images over 2MP are downscaled to 1MP with the original aspect ratio preserved.

#### [role](https://runware.ai/docs/models/bfl-flux-virtual-try-on#request-inputs-referenceimages-role)

- **Path**: `inputs.referenceImages.role`
- **Type**: `string`
- **Required**: true

Role of the image in the virtual try-on process.

**Allowed values**: `person` `garment`

**Core Parameters**

Primary parameters that define the task output.

### [model](https://runware.ai/docs/models/bfl-flux-virtual-try-on#request-model)

- **Type**: `string`
- **Required**: true
- **Value**: `bfl:flux@vto`

Identifier of the model to use for generation.

### [positivePrompt](https://runware.ai/docs/models/bfl-flux-virtual-try-on#request-positiveprompt)

- **Type**: `string`
- **Required**: true
- **Min**: `2`
- **Max**: `3000`

Text prompt describing elements to include in the generated output.

### [seed](https://runware.ai/docs/models/bfl-flux-virtual-try-on#request-seed)

- **Type**: `integer`
- **Min**: `0`
- **Max**: `9223372036854776000`

Random seed for reproducible generation. When not provided, a random seed is generated in the unsigned 32-bit range.

### [steps](https://runware.ai/docs/models/bfl-flux-virtual-try-on#request-steps)

- **Type**: `integer`
- **Min**: `1`
- **Max**: `4`
- **Default**: `4`

Total number of denoising steps. Higher values generally produce more detailed results but take longer.

## Response Parameters

### [taskType](https://runware.ai/docs/models/bfl-flux-virtual-try-on#response-tasktype)

- **Type**: `string`
- **Required**: true
- **Value**: `imageInference`

Type of the task.

### [taskUUID](https://runware.ai/docs/models/bfl-flux-virtual-try-on#response-taskuuid)

- **Type**: `string`
- **Required**: true
- **Format**: `UUID v4`

UUID of the task.

### [imageUUID](https://runware.ai/docs/models/bfl-flux-virtual-try-on#response-imageuuid)

- **Type**: `string`
- **Required**: true
- **Format**: `UUID v4`

UUID of the output image.

### [imageURL](https://runware.ai/docs/models/bfl-flux-virtual-try-on#response-imageurl)

- **Type**: `string`
- **Format**: `URI`

URL of the output image.

### [imageBase64Data](https://runware.ai/docs/models/bfl-flux-virtual-try-on#response-imagebase64data)

- **Type**: `string`

Base64-encoded image data.

### [imageDataURI](https://runware.ai/docs/models/bfl-flux-virtual-try-on#response-imagedatauri)

- **Type**: `string`
- **Format**: `URI`

Data URI of the output image.

### [seed](https://runware.ai/docs/models/bfl-flux-virtual-try-on#response-seed)

- **Type**: `integer`

The seed used for generation. If none was provided, shows the randomly generated seed.

### [NSFWContent](https://runware.ai/docs/models/bfl-flux-virtual-try-on#response-nsfwcontent)

- **Type**: `boolean`

Flag indicating if NSFW content was detected.

### [cost](https://runware.ai/docs/models/bfl-flux-virtual-try-on#response-cost)

- **Type**: `float`

Task cost in USD. Present when `includeCost` is set to `true` in the request.

## Examples

### Ceramic Studio Utility Ensemble (Edit)

![Ceramic Studio Utility Ensemble]()

**Request**:

```json
{
  "taskType": "imageInference",
  "taskUUID": "316bc19b-be59-4d24-a674-515588cf33d9",
  "model": "bfl:flux@vto",
  "positivePrompt": "Create a full-body photorealistic virtual try-on result. Preserve the person’s face, body proportions, stance, hand placement, and camera angle from the person reference. Apply the complete outfit from the garment reference, which is a 2x2 grid with 4 items: indigo cropped chore jacket with crisp white topstitching and patch pockets, ivory ribbed mock neck knit, charcoal pleated wide-leg trousers with removable belt, and matte black ankle boots with silver side buckles. Maintain accurate garment structure, fabric texture, seams, pocket placement, belt shape, boot silhouette, and metal hardware. Style the result as polished editorial catalog photography in a warm ceramic studio setting with natural posture, realistic shadows, clean fit, and believable layering.",
  "seed": 2280,
  "steps": 4,
  "inputs": {
    "referenceImages": [
      {
        "image": "https://assets.runware.ai/assets/inputs/599cb10c-e2bc-486e-9ac3-14df7018a7e9.jpg",
        "role": "person"
      },
      {
        "image": "https://assets.runware.ai/assets/inputs/72e8df12-f72e-4f0f-a7c3-fce2f8fa4b2e.jpg",
        "role": "garment"
      }
    ]
  }
}
```

**Response**:

```json
{
  "taskType": "imageInference",
  "taskUUID": "316bc19b-be59-4d24-a674-515588cf33d9",
  "imageUUID": "0d45e130-e136-49b1-9a47-a51036a6ba20",
  "imageURL": "https://im.runware.ai/image/os/a02d21/ws/3/ii/0d45e130-e136-49b1-9a47-a51036a6ba20.jpg",
  "seed": 2280,
  "cost": 0.0625
}
```

---

### Equestrian Couture Full-Body Try-On (Edit)

![Equestrian Couture Full-Body Try-On]()

**Request**:

```json
{
  "taskType": "imageInference",
  "taskUUID": "1b0cbeba-6091-4f23-8ee1-821c65191fb0",
  "model": "bfl:flux@vto",
  "positivePrompt": "Photorealistic full-body virtual try-on. Preserve the person's face, hair, body proportions, stance, and camera angle from the person reference. Dress the subject using all four items from the garment reference 2x2 grid: ivory cropped equestrian jacket with sapphire soutache embroidery and brass buttons, rust silk neck scarf with tiny paisley print, charcoal high-waisted jodhpur trousers with reinforced knee patches, and polished cognac ankle riding boots with side zippers and metal pull tabs. Maintain accurate garment fit, stitching, trims, embroidery placement, fabric texture, shine, color, and hardware fidelity. Editorial catalog realism, natural daylight, sharp full-body framing, believable folds and shadows.",
  "seed": 13789,
  "steps": 4,
  "inputs": {
    "referenceImages": [
      {
        "image": "https://assets.runware.ai/assets/inputs/b77d8e42-1375-49e2-a110-b48a3071b646.jpg",
        "role": "person"
      },
      {
        "image": "https://assets.runware.ai/assets/inputs/5a31d126-ce6e-4b93-9ba6-abef01aa1753.jpg",
        "role": "garment"
      }
    ]
  }
}
```

**Response**:

```json
{
  "taskType": "imageInference",
  "taskUUID": "1b0cbeba-6091-4f23-8ee1-821c65191fb0",
  "imageUUID": "b3d7c31f-69bf-48bf-b00b-4820892c4381",
  "imageURL": "https://im.runware.ai/image/os/a07dlim3/ws/3/ii/b3d7c31f-69bf-48bf-b00b-4820892c4381.jpg",
  "seed": 13789,
  "cost": 0.0625
}
```

---

### Transit Plaza Techwear Capsule (Image to Image)

![Transit Plaza Techwear Capsule]()

**Request**:

```json
{
  "taskType": "imageInference",
  "taskUUID": "bde887f4-b4f1-42f0-a565-9ba268c1cd42",
  "model": "bfl:flux@vto",
  "positivePrompt": "Create a full-body photorealistic virtual try-on result. Preserve the person’s identity, face, hair, body proportions, stance, hand placement, and camera angle from the person reference. Dress the subject in the complete outfit from the 2x2 garment grid: graphite technical bomber jacket, white printed crewneck tee, tapered charcoal cargo trousers, and black high-top sneakers with orange pull tabs. Maintain high fidelity to the garment reference, including the chest logo, geometric tee print, orange zipper tape, ribbed cuffs, cargo pocket flaps, webbing straps, knee darts, metal snaps, textured sneaker soles, and reflective side markings. Make the outfit fit naturally on the body with realistic fabric tension, folds, shadows, hems, sleeve length, trouser break, and shoe scale. Keep the scene photorealistic with clean urban transit plaza lighting and a catalog-quality full-body styling result.",
  "seed": 15857,
  "steps": 4,
  "inputs": {
    "referenceImages": [
      {
        "image": "https://assets.runware.ai/assets/inputs/67424526-fce3-4a41-bf8e-bfa362a6567e.jpg",
        "role": "person"
      },
      {
        "image": "https://assets.runware.ai/assets/inputs/eb817792-80ec-46b2-829a-3ca8c0dc1ce2.jpg",
        "role": "garment"
      }
    ]
  }
}
```

**Response**:

```json
{
  "taskType": "imageInference",
  "taskUUID": "bde887f4-b4f1-42f0-a565-9ba268c1cd42",
  "imageUUID": "376ccdf5-d018-44c0-a365-ed02e9f639e0",
  "imageURL": "https://im.runware.ai/image/os/a02d21/ws/3/ii/376ccdf5-d018-44c0-a365-ed02e9f639e0.jpg",
  "seed": 15857,
  "cost": 0.0625
}
```

---

### Full Body Nordic Streetwear Try-On (Edit)

![Full Body Nordic Streetwear Try-On]()

**Request**:

```json
{
  "taskType": "imageInference",
  "taskUUID": "79828225-0f16-4c14-9d4f-bb12346cd7fd",
  "model": "bfl:flux@vto",
  "positivePrompt": "Create a full-body photorealistic virtual try-on of the person wearing all four garments from the 2x2 grid reference: the cream wool chore jacket, slate blue ribbed turtleneck, charcoal cargo trousers, and white hiking sneakers. Preserve the person's face, identity, body proportions, stance, hand position, and camera angle. Transfer the garments with accurate fit, layering, fabric texture, teal piping, horn buttons, ribbing, knee reinforcements, zippers, soles, pull tabs, seams, and stitching. Produce a premium e-commerce styling result with natural drape, realistic shadows, clean edges, and no change to the person's pose.",
  "seed": 31170,
  "steps": 4,
  "inputs": {
    "referenceImages": [
      {
        "image": "https://assets.runware.ai/assets/inputs/bcbdc5b9-f35a-473d-b416-bc0d97025846.jpg",
        "role": "person"
      },
      {
        "image": "https://assets.runware.ai/assets/inputs/a074c4ec-6f6d-45ac-8253-9f9aa178a321.jpg",
        "role": "garment"
      }
    ]
  }
}
```

**Response**:

```json
{
  "taskType": "imageInference",
  "taskUUID": "79828225-0f16-4c14-9d4f-bb12346cd7fd",
  "imageUUID": "953556c9-ef49-48ad-8f34-8b286c9180f5",
  "imageURL": "https://im.runware.ai/image/os/a09dlim3/ws/3/ii/953556c9-ef49-48ad-8f34-8b286c9180f5.jpg",
  "seed": 31170,
  "cost": 0.0625
}
```