Bria: bria-fibo-edit-tools

Bria Fibo Edit Tools is a unified image editing model that supports a broad range of editing workflows via structured instructions and optional masks. It can recolor images, relight scenes, restore degraded visuals, blend multiple images, apply seasonal effects across an image palette, or generate refined sketches based on prompt guidance. These editing operations are optimized for consistency, preservation of original content, and context-aware output.

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bria-fibo-edit-tools

AvailableBriaImageSync

Price: From $0.04
Modalities: Image

Getting started

Create API key
Create a key in Console, then use it with every model on the platform.

Send your first request

Copy the example for your language and run it against the endpoint.

Image editingTokenLab endpoint

POST/v1/images/generations

curl -X POST "https://api.tokenlab.sh/v1/images/generations" \
  -H "Authorization: Bearer sk-xxx" \
  -H "Content-Type: application/json" \
  -d '{
  "operation": "image-to-image",
  "model": "bria-fibo-edit-tools",
  "prompt": "A minimalist product photo of matte black headphones on a soft blue background.",
  "image_url": "https://example.com/source.png"
}'

Pricing

Official price is the model maker's public baseline. TokenLab price is what you pay for this model on TokenLab.

Image editing

Per image

Official price: $0.04
Official: $0.04
Discount: -

	Official pricePer image	OfficialPer image	Discount
Image editing	$0.04	$0.04	-

Usage & activity

Success rate is the share of requests that completed. Latency is how long a full response takes; P95 means 95% of requests finished within that time.

Usage & availability

Last 24 hours

No data yet

Model performance

Last updated Oct 1, 2026, 05:28 AM UTC

Metrics appear once privacy and data volume thresholds are met.

Data is based on aggregate user requests, excluding status checks.

Open in Console

Open Bria Fibo Edit Tools in Console with a prompt ready to edit or send.

Help me create an image with bria-fibo-edit-tools using image-edit at /v1/images/edits. Show the result, cost, and any limits I should know.

Use cases

Product visuals

Make campaign images, catalog scenes, and design directions from a few prompts.

Iterative editing

Create edits and variations from an existing image.

Creative testing

Compare prompt results, output counts, and response formats.

Side-by-side test

Compare response quality, latency, and price side by side.

Prompt examples

Generate a clean product shot of matte black headphones on a soft blue gradient.

Edit the source image into a premium ecommerce hero with natural shadows.

Give me three visual directions for a developer-tool launch banner.

FAQ

How much does Bria Fibo Edit Tools cost?

On TokenLab, Bria Fibo Edit Tools costs $0.04 Per image. The pricing table above shows the full breakdown. Rates depend on the billing unit, specification, and usage. Compare matching conditions in the model's detailed pricing; a single rate does not determine the total cost.

What is Bria Fibo Edit Tools best for?

Bria Fibo Edit Tools supports Image Edit. You can open it directly in Create.

How do I test Bria Fibo Edit Tools?

Open Bria Fibo Edit Tools in Create. A sample for /v1/images/generations will be ready to try.

Which endpoint should Bria Fibo Edit Tools use?

Use https://api.tokenlab.sh/v1/images/edits for Bria Fibo Edit Tools. The request example below shows the matching code shape.

Can I test Bria Fibo Edit Tools before integrating it?

Yes. Open Console starts a ready draft for Bria Fibo Edit Tools and keeps your prompt after sign-in, so you don’t lose context.

Which operations does Bria Fibo Edit Tools support?

Bria Fibo Edit Tools supports Image editing. Select an operation above to see its endpoint and request example.