Black Forest Labs Launches FLUX 3 Image: Bounding-Box Edits Leave Pixels Outside the Box Unchanged
On Wednesday, October 1, Black Forest Labs — the German company behind the FLUX family — announced FLUX 3 Image via its official @bfl_ai account: the image arm of the FLUX 3 multimodal family. Structured JSON bounding boxes lay out the scene, pixels outside the boxes stay put across multi-turn edits, output reaches 4K, and up to 10 reference images can be composed in one session. The API is live (50% off through October 8); the open-weights release is expected "in the coming weeks".

What Happened
On October 1, Black Forest Labs announced on its official X account @bfl_ai: "Introducing FLUX 3 Image. Control every pixel." This is the first productized release of the image branch after July's FLUX 3 multimodal architecture announcement (the Self-Flow framework spanning image, video and audio). The model ships through a unified API endpoint with two jobs: generate brand-new scenes from scratch, or modify existing images with text instructions plus spatial coordinates — with search grounding on by default to verify visual details (per third-party coverage).
The core feature is pixel-level control: every canvas maps to an aspect-ratio-independent 0-to-1000 normalized grid; each element gets an ID, a description and a bounding box [y_min, x_min, y_max, x_max]. Developers can hand in coordinates directly or have an LLM generate the layout table from a one-line brief; regions outside the boxes stay untouched across edit turns. BFL calls the editing "pixel perfect"; independent reviewers note that whether pixels outside the intended region stay unchanged beyond the company's samples needs testing on real files.
Key Facts
- Availability: Hosted API and playground are live with a free demo; API is 50% off through Oct 8. Enterprises can license commercial weights to run and fine-tune on their own infrastructure.
- Open weights: BFL has previously released hosted versions first and open weights later. The open-weights version of FLUX 3 Image is expected "in the coming weeks" with no firm date.
- Specs: Native output up to 4K (including a 5,456 x 3,072 sample); up to 10 reference images per session; bounding-box layouts plus accurate multi-language text rendering. Early testers (Canva, Magnific, Krea, Picsart) report sharper detail and more coherent layouts than FLUX.2 Pro.
- Rivals: Just before launch, Ideogram announced its own editing-focused 4.5, also planned for open weights.
Context
In multiple side-by-side comparisons, FLUX ranks ahead of Midjourney V7, DALL-E 3 and Imagen 3. The same day, Cloudflare released its open-source Clef decision models, which let agents make structured decisions without generating text.
Why it matters
FLUX 3 Image confines edits to bounding boxes, leaving pixels outside them unchanged across multi-turn edits; it is the FLUX 3 image branch's first product release, with open weights expected in the coming weeks.
Comments
Related
- Sep 30Google Unveils Gemini 4 'Argon': Its First New-Generation Flagship Since Gemini 3
- Oct 10Google Tests Internal Gemini 4 "Carbon" for Coding; Staff Say It Rivals Claude Opus 5.5
- Oct 7OpenAI Rolls GPT-6 "Intelligent UI" to All ChatGPT Tiers: Answers Become Interactive Interfaces
- Oct 4Google Trims Free Gemini: Only Flash-Lite Left From October 9
- Oct 11Nadella Calls for an 'Emergency Brake' on AI Models: Assume Compromise, Let Humans Hit Stop
Today
Oct 12 Monday- Brief
- Quiz
- Call
Latest news
All →- Oct 12Hands-On: Perplexity pplx-embed-v2-late — the 0.6B Model That Queries a 9B Index
- Oct 12Moonshot in Settlement Talks Before Its IPO: A Claim Above $700 Million Dating to a Spin-Out
- Oct 12text-to-cad Hits GitHub Weekly Chart: CAD Skills for Agents
- Oct 12colibri Hits GitHub Trending: Pure-C Engine Runs a 744B Model on Ordinary PCs
- Oct 12Moonshot Executives Reported in Settlement Talks With Shareholder, Claim Tops $700 Million
- Oct 11Amazon in Talks to Buy AI Startup Decart in Deal Valued Around $7 Billion
™