Technical Specifications of flux-pro-1-0-depth
| Specification | Details |
|---|---|
| Model ID | flux-pro-1-0-depth |
| Model family | FLUX Pro 1.0 Depth |
| Provider | Black Forest Labs |
| Model type | Depth-aware image generation and editing model |
| Core capability | Uses depth guidance to transform images while preserving spatial relationships, perspective, and scene structure. |
| Primary inputs | Typically an input image, depth information or depth-guided conditioning, and a text prompt describing the desired transformation. |
| Primary outputs | Generated or edited images that maintain 3D consistency and scene layout. |
| Best suited for | Architectural visualization, product placement, style transfer with depth preservation, and scene composition with accurate scaling. |
| Commercial positioning | Pro-grade depth-controlled image editing within the FLUX ecosystem. |
| Lifecycle status | Black Forest Labs announced that flux-pro-1.0-depth was officially deprecated on October 31, 2025, with migration guidance toward newer endpoints such as flux-pro-1.1 or flux-kontext-pro. |
What is flux-pro-1-0-depth?
flux-pro-1-0-depth is CometAPI’s platform identifier for Black Forest Labs’ FLUX Pro 1.0 Depth model, a depth-aware image generation and editing model designed to preserve the 3D structure of a scene while applying prompt-based transformations. Rather than treating an image as flat pixel content, it uses depth-guided control so edits can better respect perspective, object placement, and relative scale.
This makes the model especially useful when you want to restyle or modify an existing image without losing its spatial coherence. In public descriptions of FLUX.1 Depth, Black Forest Labs and ecosystem documentation emphasize use cases such as architectural scenes, product visualization, structure-preserving style transfer, and edits where maintaining realistic geometry matters.
It is also worth noting that the original Black Forest Labs endpoint carrying this model name was deprecated effective October 31, 2025. That does not change the CometAPI model code you should use here, but it is relevant context for developers evaluating long-term compatibility and migration planning.
Main features of flux-pro-1-0-depth
- Depth-aware control: The model is built to use depth guidance so generated edits align more naturally with scene geometry and perspective.
- Spatial relationship preservation: It is designed to maintain 3D relationships between objects, which helps keep compositions believable after transformation.
- Structure-preserving image transformation: FLUX depth workflows are described as useful for retexturing, controlled restyling, and converting structured inputs into richer visuals while retaining layout.
- Strong fit for visualization workflows: Public model documentation highlights architectural visualization, product placement, and accurate scene composition as key strengths.
- Higher creative control than plain prompt-only generation: Because the model can follow image structure in addition to text instructions, it is better suited to edits where consistency and controllability matter. This is an inference based on the model’s documented depth-guided design and stated use cases.
- Professional FLUX ecosystem integration: It belongs to the FLUX Pro toolset for advanced image generation and editing workflows.
- Deprecated upstream endpoint status: Developers should be aware that Black Forest Labs lists the original
flux-pro-1.0-depthendpoint as deprecated as of October 31, 2025.
How to access and integrate flux-pro-1-0-depth
Step 1: Sign Up for API Key
To get started, sign up on CometAPI and generate your API key from the dashboard. You’ll use this key to authenticate all requests to the flux-pro-1-0-depth API.
Step 2: Send Requests to flux-pro-1-0-depth API
Use CometAPI's Flux-compatible endpoint at POST /flux/v1/{model}.
curl https://api.cometapi.com/flux/v1/flux-pro-1-0-depth \
-H "Content-Type: application/json" \
-H "Authorization: Bearer $COMETAPI_API_KEY" \
-d '{
"prompt": "A breathtaking landscape painting with golden hour lighting",
"width": 1024,
"height": 768,
"steps": 20,
"prompt_upsampling": true
}'
Step 3: Retrieve and Verify Results
The API returns a task ID. Poll GET /flux/v1/get_result?id={task_id} to check generation status and retrieve the output image when complete.