# Bria FIBO 2.0 (`bria_fibo_2`)

> Bria FIBO 2.0. Commercially safe image generation and editing trained on licensed data; strong on knowledge-heavy prompts, with structured scene control and 21 aspect ratios.

- Capability: Images (tool `image`) — Text to image, Image to image
- Price: from $0.04 per run (1 credit = $0.01). Exact price for a request: POST https://api.varg.ai/v2/estimate
- Typical time: ~20 s
- JSON Schema: https://api.varg.ai/v2/tools/image?model=bria_fibo_2 (public, no key)
- Try it: https://varg.ai/dashboard/tools/playground?model=bria_fibo_2

## Call it

REST: `POST https://api.varg.ai/v2/tools/image/call` with `Authorization: Bearer $VARG_API_KEY` (create a key at https://varg.ai/dashboard/api).
It answers `202` with a job right away. Poll `GET /v2/jobs/{id}` until `status` is `completed`, then read `output.outputs[0].url` — or pass `options.webhook_url` and get the finished job POSTed to you.

```bash
curl -X POST https://api.varg.ai/v2/tools/image/call \
  -H "Authorization: Bearer $VARG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
  "model": "bria_fibo_2",
  "prompt": "A ceramicist'\''s studio at golden hour, half-finished vases on a wheel, dust in the light."
}'
```

MCP: the varg server `https://mcp.varg.ai/mcp` (OAuth sign-in, no key) runs it with `call_tool`:

```json
{
  "tool": "image",
  "input": {
    "model": "bria_fibo_2",
    "prompt": "A ceramicist's studio at golden hour, half-finished vases on a wheel, dust in the light."
  },
  "wait": true
}
```

## Inputs

| field | type | required | default | allowed | description |
|---|---|---|---|---|---|
| `model` | string | yes | — | `bria_fibo_2` or a route key below | Which model runs the job. |
| `prompt` | string | no | — | — | — |
| `files` | array of { url } | no | — | — | — |
| `aspect_ratio` | string | no | — | e.g. 16:9 \| 9:16 \| 1:1 \| 4:3 \| 3:4 \| 21:9 \| auto | — |

Media inputs are URLs. Upload a local file first with `POST /v2/files` and pass the returned URL.

## Provider options

Optional, per provider, under `provider_options.<provider>`. Only the options of the provider that runs the job apply — pin a route to choose it.

### provider_options.fal

| field | type | required | default | allowed | description |
|---|---|---|---|---|---|
| `prompt` | string | no | — | — | — |
| `image_urls` | array of URL strings | no | — | — | — |
| `seed` | integer | no | — | 0–2147483647 | Random seed for reproducibility, 0 to 2147483647. |
| `style` | string | no | — | Kodak Film \| Hard Flash \| Hazy Dreamy \| Rough Realism | — |
| `image_url` | string (URL) | no | — | — | — |
| `sync_mode` | boolean | no | — | — | If true, returns the image directly in the response (increases latency). |
| `aspect_ratio` | string | no | — | 1:1 \| 1:2 \| 1:3 \| 1:4 \| 1:5 \| 2:1 \| 2:3 \| 3:1 \| 3:2 \| 3:4 \| 4:1 \| 4:3 \| 4:5 \| 5:1 \| 5:4 \| 9:16 \| 9:21 \| 10:16 \| 16:9 \| 16:10 \| 21:9 | — |
| `mask_url` | string (URL) | no | — | — | — |
| `instruction` | string | no | — | — | — |

## Routes

`"model": "bria_fibo_2"` picks a route automatically (priority order, then the inputs you send). To pin one, pass its key as `model`.

| model key | provider | modality | price from | typical time |
|---|---|---|---|---|
| `fal:bria/fibo-2/generate` | fal | text-to-image | $0.04 | ~20 s |
| `fal:bria/fibo-2/edit` | fal | image-to-image | $0.04 | ~20 s |

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Catalog version 2026-11-11T12:59:09.901887+00:00. All models: https://varg.ai/models/llms.txt