FIBO
FIBO is a released vision model with open-weight; evaluate it while provider pricing coverage matures.
Use it for
- Teams evaluating vision
Do not use it for
- Cost-sensitive launches that need sourced token pricing
- Strict JSON or tool-calling flows
- Teams that need a tracked hosted API route today
- Family
- FIBO
- Released
- 2025-11-03
- Parameters
- 8B
- Architecture
- Diffusion Transformer
- Specialization
- image-generation
- Openness
- Open weights
No tracked provider token pricing is available yet.
About
FIBO by Bria AI. The world's first open-source JSON-native text-to-image model (8B DiT with flow-matching). Trained exclusively on licensed, multi-domain data. Uses structured JSON captions (~1,000 words, 100+ visual attributes) for deterministic, brand-safe image generation. Supports iterative refinement of individual image attributes. Available on GitHub (Bria-AI/FIBO) and HuggingFace (briaai/FIBO). Integrates with Adobe, Figma, and AWS.
FIBO is an open-weight model. The structured metadata tracks multimodal input. No headline benchmark score is tracked for FIBO yet.
Top use-case fit
Vision
Included by capability and metadata signals in the decision map.
Provider price ladder
No tracked provider token pricing is available for this model yet.
Capabilities
Benchmark peer barsfor Vision
No task-mapped benchmark peers are available for this model yet.
Migration checks
No linked migration route is available for this model yet.
No tracked provider token pricing is available yet.