Bria: Bria RMBG v2.0
bria-rmbg-v2-0- Price
- From $0.018
- Modalities
- Image
About Bria RMBG v2.0
Bria RMBG v2.0 is Bria's background-removal model. It separates the foreground from the background and returns a clean alpha matte, trained on more than 15,000 manually labelled, fully licensed images drawn from stock, e-commerce, gaming and advertising content. It replaces RMBG 1.4 and is meant for product photos, portraits and automated cut-out pipelines.
Where it works well
- Produces an alpha matte rather than a hard mask, which keeps soft edges such as hair and fabric.
- Trained on stock, e-commerce, gaming and advertising images, so it copes with varied subjects and lighting.
- Bria reports a clear accuracy gain over RMBG 1.4 on its own benchmark of manually labelled images.
- Single-purpose and fast to integrate into e-commerce or design-tool pipelines.
When to choose another model
- It only isolates the subject; it cannot place the subject on a new generated background.
- It has no prompt input, so it decides the subject itself and cannot pick one item out of several in a crowded frame.
- Very cluttered scenes with several overlapping subjects can need manual review of the matte.
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 endpointPOST/v1/images/generationscurl -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-rmbg-v2-0", "prompt": "A minimalist product photo of matte black headphones on a soft blue background.", "image_url": "https://example.com/source.png" }'
Pricing
The Verified price applies to Verified, which costs less on most models. The Official price is the model maker's published price and applies to the more reliable Official route. Auto bills the route that completes the request.
Image editing
per image- Official price
- $0.018
- Verified price
- —
- Discount
- —
| Official priceper image | Verified priceper image | Discount | |
|---|---|---|---|
| Image editing | $0.018 | — | — |
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- Requests
- Success rate
- P95 latency
- Total tokens
Data is based on aggregate user requests, excluding status checks.
Open in Console
Open Bria RMBG v2.0 in Console with a prompt ready to edit or send.
Help me create an image with bria-rmbg-v2-0 using image-edit at /v1/images/edits. Show the result, cost, and any limits I should know.
Use cases
E-commerce cut-outs
Turn supplier photos into transparent-background product images that meet marketplace image rules.
Portrait isolation
Extract people from photos for avatars, profile pictures or compositing in design tools.
Pre-step for editing
Cut out a subject first, then place it into a new scene with an editing or generation model.
Prompt examples
Remove the background from this sneaker photo and return a transparent PNG
Isolate the person in this portrait, keeping the hair detail
Cut out the glass bottle from this studio shot with a clean alpha edge
FAQ
What does Bria RMBG v2.0 return?
It returns a clean alpha matte of the foreground subject, so you can export the subject on a transparent background or composite it onto another image.
How is RMBG v2.0 better than RMBG 1.4?
Bria reports a clear accuracy gain for v2.0 on its own benchmark, and the newer model is trained on a larger, more varied licensed dataset.
Is RMBG v2.0 trained on licensed data?
Yes. Bria says it was trained on over 15,000 high-resolution, pixel-labelled, fully licensed images, which is why it targets commercial content workflows and e-commerce pipelines.
Should I use RMBG or Bria FIBO Edit to change a background?
Use RMBG when you only need the subject separated. Use Bria FIBO Edit when you want the background replaced with new generated content in a single instruction.
How much does Bria RMBG v2.0 cost?
On TokenLab, Bria RMBG v2.0 costs $0.018 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.
Which endpoint should Bria RMBG v2.0 use?
Use https://api.tokenlab.sh/v1/images/edits for Bria RMBG v2.0. The request example below shows the matching code shape.
Which operations does Bria RMBG v2.0 support?
Bria RMBG v2.0 supports Image editing. Select an operation above to see its endpoint and request example.
Compare Bria RMBG v2.0
Sources
Reviewed Oct 2, 2026
