FLUX.2 spans the full spectrum of image generation—from sub-second inference with [klein] to highest quality with [max]. Generate photorealistic images with precise control over colors, poses, and composition, or edit existing images by referencing up to 10 sources simultaneously.
Choose [klein] for real-time, high-volume generation, [pro] for production at scale, [flex] for fine-grained control, or [max] for maximum quality and grounding search.
What Can You Do?
- Multi-Reference
- Photorealism & Detail
- Grounding Search
- Typography & Text
- Exact Color Control
- Structured Prompting
Combine elements from multiple images while maintaining identity across complex scenes. Create ad variants with consistent faces, product mockups in any context, or fashion editorials where models stay consistent.



Fashion editorial: 8 consistent characters from reference images

Character + pose guidance combined

Input references used for the scene above
Which Model to Choose?
| [klein] | [max] | [pro] | [flex] | [dev] | |
|---|---|---|---|---|---|
| Best for | Real-time, high-volume | Highest quality, final assets | Production at scale | Quality with control | Local development |
| Multi-reference | Up to 4 | Up to 8 (API), 10 (playground) | Up to 8 (API), 10 (playground) | Up to 8 (API), 10 (playground) | Recommended max 6 |
| Controls | Standard | Standard | Standard | Adjustable steps & guidance | Full customization |
| Grounding search | No | Yes | No | No | No |
| Pricing | from $0.014 / image | from $0.07 / MP | from $0.03 / MP | $0.06 / MP | Free (non-commercial) |
FLUX.2 [klein] delivers sub-second inference with open weights. 4B runs on consumer GPUs (~13GB VRAM). Apache 2.0 for 4B, FLUX NCL for 9B. See model details below.
FLUX.2 [max] includes grounding search: when prompted, it performs web searches to access real-time information to visualize trending products, current events, or the latest styles without manually sourcing reference material.
Compare FLUX.2 Models
At a Glance
[klein]
Sub-second inference. Our fastest models with open weights. Runs on consumer GPUs (~13GB VRAM). From $0.014/image via API, or run locally with Apache 2.0 (4B) / FLUX NCL (9B).
[max]
Maximum performance. Highest editing consistency across tasks. Vast world knowledge. Strongest prompt following and faithful style representation.
[pro]
Top performance at affordable price. The high quality, production-grade image editing and generation model.
[flex]
Specialized for typography. Best for text rendering and preserving small details.
Use Cases
| Use Case | FLUX.2 [klein] | FLUX.2 [max] | FLUX.2 [pro] | FLUX.2 [flex] |
|---|---|---|---|---|
| Product Marketing | Bulk catalog generation, A/B testing variants | Highest quality hero shots for marketplaces | Create ads at scale for social campaigns | Text overlay while preserving details |
| Movie Making | Rapid storyboarding, concept exploration | Top quality cinematic pre-visualization | Rapid ideation and static movie banners | Intros, credits, static advertising |
| Creative Platforms | Cost-efficient generation for all tiers | Premium model for highest-tier subs | High quality backbone at scale | Specialized text placement |
| E-commerce | High-volume product variations, thumbnails | Premium product photography | Production-grade catalog images | Price tags, labels, descriptions |
| Editorial & Fashion | Rapid mood boards, style exploration | Final hero images | Campaign imagery at scale | Text-heavy layouts |
FLUX.2 [klein] Models
FLUX.2 [klein] is our fastest model family, delivering state-of-the-art quality with sub-second inference. Unifying generation and editing in a single compact architecture, [klein] is built for applications requiring real-time image generation—and runs on consumer hardware with as little as 13GB VRAM.![FLUX.2 [klein] photorealistic examples](https://cdn.sanity.io/images/2gpum2i6/production/41055678178f6fe75ca618b854b195e48dfc55ed-2127x1400.jpg)
Photorealistic quality
![FLUX.2 [klein] diverse output examples](https://cdn.sanity.io/images/2gpum2i6/production/900de0722995119df9f27d799bdfed194d2112ac-2127x1400.jpg)
Diverse styles and subjects
Open weights available: [klein] 4B is fully open under Apache 2.0. [klein] 9B is available under the FLUX Non-Commercial License. Download from Hugging Face.
API Models
| [klein] 4B | [klein] 9B | |
|---|---|---|
| Best for | High volume, local deployment | Balanced quality and speed |
| Architecture | 4B flow model | 9B flow model + 8B Qwen3 text embedder |
| Inference steps | 4 (step-distilled) | 4 (step-distilled) |
| VRAM | ~13GB | ~24GB |
| Speed | Sub-second | Sub-second |
| API Pricing | 0.001/MP | 0.002/MP |
| License | Apache 2.0 | FLUX Non-Commercial License |
Open Weights (Community)
The Base variants are undistilled foundation models with full training signal—ideal for fine-tuning, LoRA training, research, and custom pipelines. Higher output diversity than distilled models.| [klein] Base 4B | [klein] Base 9B | |
|---|---|---|
| Best for | Fine-tuning, research, custom pipelines | Maximum quality, research |
| Output diversity | High | Highest |
| Step-distilled | No (full capacity) | No (full capacity) |
| License | Apache 2.0 | FLUX Non-Commercial License |
| Availability | Hugging Face | Hugging Face |
Base models are available as open weights for local development and research. They are not offered on the public API.
FLUX.2 [klein] does not include prompt upsampling. Write detailed, descriptive prompts for best results. See our prompting guide for techniques.
Technical Specifications
Resolution
- Output: Up to 4MP
- Input: 64x64 minimum
- Any aspect ratio
Multi-Reference
- Up to 10 input images ([klein]: 4)
- Character consistency
- Style transfer
Advanced Controls
- Pose guidance
- Hex color matching
- Structured prompting
- Grounding search ([max] only)
Getting Started
Try in Playground
Test FLUX.2 [max], [pro], and [flex] in your browser. No setup required.
Download [klein] Weights
Get [klein] weights from Hugging Face for local inference.
Text-to-Image API
Generate images from text prompts.
Image Editing API
Edit images with multi-reference support.
[klein] Prompting Guide
Master narrative prompting for best [klein] results.
Local Development
Download [dev] weights for local inference.

















