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Story·Models & Products·2026-10-04 01:50

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

  1. 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.
  2. 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.
  3. 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.
  4. 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.
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SourcesBlack Forest Labs official X account @bfl_ai (10/1/2026), THE DECODER (10/2/2026), techtimes, lapaasvoice, alphasignal, dennysentinel. Compiled from public reporting; not investment advice.

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