fibo

by Bria

FIBO is an 8-billion-parameter, DiT-based, flow-matching text-to-image model trained exclusively on licensed data and on long, structured JSON captions of up to roughly 1,000 words. It uses SmolLM3-3B as its text encoder with a novel DimFusion conditioning architecture, enabling deterministic generation where identical inputs produce identical outputs. The model operates in three modes: Generate converts short prompts into detailed JSON specifications covering lighting, composition, and camera settings before rendering, Refine enables targeted attribute changes without cumulative generation drift, and Inspire extracts structured prompts from reference images for variation. TeaCache optimization speeds up inference by about three times with minimal quality loss. Marketed by Bria as the first deterministic visual foundation model, FIBO trains exclusively on rights-cleared data from over 20 premium content partners including Getty Images and Envato, and ships with full enterprise indemnification. It offers integration options across major design ecosystems including Adobe, Figma, and AWS.

Call fibo on Opper with the OpenAI SDK. Sign up without a credit card. Get started

Key info

Input
Output
Features
Pricing
$0.04 / generation
Billing
Per generation
  • US residency available
  • Zero data retention on pay-as-you-go
  • No training by default
  • GDPR DPA available

Pricing

Usage-based pricing, billed per generation, not by token.

VariantPrice
Standard$0.04 / generation

Available routes

fibo runs on 1 route through the Opper gateway. Compare residency, zero data retention and training posture at a glance, with full data-handling detail per route below.

ProviderRegionZero data retentionTrainingPrice
USNo$0.04 / generation

Uptime and availability

fibo runs on a single route through the Opper gateway today, so its availability is that provider's availability.

100%route uptime, last 30 days
Single route, no failover target within this model.

Name a second model in the same request and the gateway tries it on retriable errors, so a busy hour never has to reach your users. Set up a fallback chain.

Measured over the last 30 days from each provider's official status feed via StatusGator. Refreshed hourly. See uptime for every provider Opper monitors.

Data handling per route

Each route hosting fibo has its own privacy posture, residency, and GDPR terms. Postures are maintained by Opper with a last-verification timestamp.

DeepInfra — United States🇺🇸

Zero data retention: nothing is logged, held for abuse monitoring or used for training. No training on customer data. US; unknown; DPA available.

Zero data retention
Yes. Nothing is logged, held for abuse monitoring or used for training.
Training
No training on customer data.
Logging
None
Abuse monitoring
No classifier
GDPR DPA
DPA available
Transfer mechanism
unknown

Get started

Call fibo through the Opper gateway with one API key. Opper is drop-in compatible with the OpenAI, Anthropic and Google AI SDKs.

fibo is a premium model on Opper. Sign up needs no credit card: you get an API key straight away and the free models work in the playground and the API. Add a card to use premium models, pay-as-you-go with no minimum.

Set it up with your agent

Copy this and paste it into a coding agent like Claude Code, Cursor or Codex and it'll wire up Opper for you.

Or call it directly

import OpenAI from "openai";
const client = new OpenAI({
apiKey: process.env.OPPER_API_KEY,
baseURL: "https://api.opper.ai/v3/compat",
});
const completion = await client.chat.completions.create({
model: "deepinfra/Bria/fibo",
messages: [{ role: "user", content: "Hello" }],
});
console.log(completion.choices[0].message.content);

Use fibo in your apps

Pick your tool to see how to run it on fibo through Opper.

Compare fibo with…

Side-by-side on privacy, EU hosting, pricing, and benchmarks.

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