Current price
$0.0018 / image
Product use cases · Studio pipelines · Images
Lock the style once, then produce the set against it.
Design a fictional adult ranger in a dark green cloak with a brass compass. Plan a character board, three matching props, and a restrained idle animation.
- Best for
- Game studios, technical artists and tools teams generating concept art, prop sets and character sheets.
- What you get
- An asset set produced against one committed style plate, with a batch record you can sweep and re-run without disturbing the pieces that already passed.
Concept illustration
A creative brief to try
Build a ranger kit before animating
- 01
Separate the character reference from the style reference. Build a board with front, side, and back views for review.
- 02
Create a compass, a key ring, and a rolled map as separate props. Match their palette, materials, and scale to the board.
- 03
Choose an approved character frame for the idle clip. Ask for gentle breathing and a slight cloak movement, then inspect the loop.
Before you keep the result
Check silhouette, compass details, prop scale, and looping motion. A shared style reference guides the look; it does not guarantee character identity.
Start with your own reference images, follow the scene plan and review each result.
Open this scene in the Playground →Recommended models
138 matching models
Matches use the tasks and required capabilities published in the catalogue. Availability and current prices come from each model page.
Current price
$0.0018 / image
Current price
$0.0018 / image
Current price
$0.0018 / image
Current price
$0.0018 / image
Current price
$0.0018 / image
P-Image LoRA · Text to Image
Text to image
Current price
$0.006 / image
FLUX.1 Schnell LoRA · Image Editing
Image editing
Current price
$0.006 / image
What one run costs
Worked out from the live catalogue, at the settings named under each figure.
Catalog estimates refresh hourly. Check the estimate for your settings before running; final charges follow the model’s usage and billing policy.
How to build it
Pair the versioned style reference with a consistent prompt for palette, silhouette and material. Test a character and three props before producing the set; compare their actual shapes and finish together. Keep originals in your own storage and refresh temporary references when needed.
- 01
Ask for an upload ticket
POST
/api/v1/common/upload-urlThe ticket is valid only for the byte count you declared: JPEG, PNG, WebP and GIF up to 10 MiB each. Media that already has a public HTTPS URL skips this step entirely.
- 02
Commit the uploaded file
POST
/api/v1/files/{fileId}/commitThe commit checks the bytes and hands back a spicy:// reference, which is what a model's media fields accept. Committing the same file again changes nothing.
- 03
Create the task
POST
/api/v1/jobs/createTask202 means accepted, not finished. Send an Idempotency-Key, and if the price must not move, send the jobs/quote result together with the amount you agreed to.
- 04
Sweep the whole batch
GET
/api/v1/jobsOne request returns the tasks this key created, newest first, up to 100 per page over a window of at most 92 days. It carries status only — no prompt, no output — so a finished item is still read back by its task ID.
- 05
Re-run one failure, not the batch
POST
/api/v1/jobs/retryA retry creates a new task from a failed or expired one and leaves the source untouched. Schema, price, permissions, balance and availability are all evaluated again, so a retry runs on today's terms.
- 06
Move the file into your own storage
POST
/api/v1/common/download-urlMint a short-lived download URL for the output and copy it into your own bucket within the same job. Results stay on our CDN for 14 days.
Copy a request
This example starts with the scene described on this page. Fields come from the selected endpoint’s schema. Replace any example.com reference URL with your own image or committed file URI before sending.
GPT Image 2.5 Sunburst · Text to Image →
Where this usually snags
Platform behaviour that is cheaper to design around than to discover in production.
The model decides, not the platform
There is no classifier here, no per-request declaration and no approval queue — but the model you picked can still refuse or return something off-brief. Budget a second pass instead of treating the first result as the only one.
Without a key, a re-send is a second run
Every write endpoint accepts an Idempotency-Key and remembers it for 24 hours. Leave it out and a batch script that re-sends after a timeout has created two tasks and will pay for both.
202 is a commitment
An accepted task runs to the end and the hold stands; there is no cancel. While the parameters are still moving, quote first — the same checks, nothing created.
Launch checklist
- 01Pair the versioned style reference with a consistent prompt for palette, silhouette and material. Test a character and three props before producing the set; compare their actual shapes and finish together. Keep originals in your own storage and refresh temporary references when needed.
- 02Keep the versioned character originals in your own storage and reuse accessible HTTPS references. Temporary uploads last 1 day, so refresh them when needed. Record reference order and settings for comparison, then check the face, hair and identifying details in each result; repeated inputs can still produce variation.
- 03Sweep the batch with one task list request instead of polling each piece; the list carries status only, so read a finished piece back by its task ID.
- 04For a completed result that needs a visual revision, create a new task with revised inputs. Retry is for failed or expired tasks and uses current schema, pricing and availability. Keep approved pieces and replace only the affected variants.
Models that match this workflow
Explore model families for this workflow. Open a model page to review its inputs, pricing and current availability.
Frequently asked questions
138 published models match the listed tasks and required capabilities. Compare their inputs, examples, availability and current prices before choosing one.
Pair the versioned style reference with a consistent prompt for palette, silhouette and material. Test a character and three props before producing the set; compare their actual shapes and finish together. Keep originals in your own storage and refresh temporary references when needed.
Some families publish character animation or reference-to-video tasks alongside image generation, so one committed plate can feed both. Capabilities differ per endpoint, so check the tasks listed on the model page before planning a pipeline around one.
Sweep it with one task list request rather than polling each piece. The list returns the tasks this key created, newest first, up to 100 per page, and carries status only — so you read a finished piece back by its task ID and retry only the ones that failed.
About this workflow
Pair the versioned style reference with a consistent prompt for palette, silhouette and material. Test a character and three props before producing the set; compare their actual shapes and finish together. Keep originals in your own storage and refresh temporary references when needed. Failed or timed-out tasks are usually not charged. Some models charge for content refusals as stated on their model page; check those billing terms before submitting.
