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FLUX.2 Pro

Black Forest LabsImage GenerationProprietary

Next-generation 32B parameter image generation model with up to 4 megapixel output. Features the Kontext Engine for natural language image editing and dramatically improved text rendering.

Abilities

Image Generation

Use Cases

CreativeContent WritingEnterprise

Available in Tools

Availability

How to Use

Use via the Black Forest Labs API or third-party providers (fal.ai, OpenRouter). FLUX.2-dev variant available on Hugging Face for open-weight usage.

Pros

  • 32B parameters (up from 12B) — dramatically better quality vs FLUX.1
  • Up to 4 megapixel output resolution — sharp, detailed images
  • ~60% first-attempt accuracy on complex typography — best text rendering
  • Kontext Engine enables natural language image editing with up to 10 reference images
  • Improved lighting, atmosphere, material textures, and spatial relationships
  • Fast generation — under 10 seconds for most outputs

Cons

  • More expensive than FLUX.1 — $0.03/megapixel base cost
  • Pro variant is closed source — dev variant available but lower quality
  • Text rendering still ~60% first-attempt accuracy — not perfect for complex typography
  • Requires high VRAM for local inference with dev variant

What to Use It For

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Perfect For

High-resolution image generation

4MP output with 32B params produces sharp, detailed images with excellent lighting and materials

Natural language image editing

Kontext Engine allows editing with up to 10 reference images — describe changes in plain text

Images with text and typography

Best text rendering accuracy of any image model — ~60% first-attempt accuracy on complex typography

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Good For

Commercial creative production

Professional-quality output with fast generation and broad platform availability

warning

Not Recommended

Low-budget high-volume generation

Higher per-image cost than FLUX.1 — use cheaper alternatives for bulk work

Try instead: FLUX.1, Seedream 4

Running on low-VRAM GPUs

32B model requires significant VRAM — not feasible on most consumer GPUs

Try instead: FLUX.1 schnell

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Do Not Use For

Video generation

Static image model — has no video generation capabilities

Try instead: Sora, Veo

Audio or text generation

Image-only model — completely different modality

Try instead: GPT-5.2

Technical Details

Pricing$0.03/first megapixel + $0.015/additional MP
Parameters32B
LicenseProprietary (Pro) / Open weights (dev variant)

Links