# FLUX.2 [max]

> Black Forest Labs' flagship image generation model delivering state-of-the-art quality with exceptional realism, precision, and consistency for both text-to-image and advanced image editing

## Quick Reference

- Model ID: flux.2-max
- Creator: Black Forest Labs
- Status: active
- Family: flux.2
- Base URL: https://api.lumenfall.ai/openai/v1

## Specifications

- Max Resolution: 2048x2048
- Max Input Images: 10
- Input Modalities: text, image
- Output Modalities: image
- Supported Modes: Text to Image, Image Edit

## API Parameters

The compiled parameter schema for this model is available via the API: `GET /v1/models/flux.2-max?schema=true`.

### Core Parameters

- `prompt` (string) — REQUIRED: Text prompt for image generation. Modes: Text to Image, Image Edit
- `seed` (integer): Random seed for reproducibility. Modes: Text to Image, Image Edit

### Size & Layout

- `size` (string): Image dimensions as WxH pixels (e.g. "1024x1024") or aspect ratio (e.g. "16:9"). Values: auto, 1365x768, 768x1365, 1254x836, 836x1254, 887x1182, 1024x1024, 1145x916, 916x1145, 1183x887. Modes: Text to Image, Image Edit
- `aspect_ratio` (string): Aspect ratio of the output image (e.g. "16:9", "1:1"). Values: auto, 9:16, 2:3, 3:4, 4:5, 1:1, 5:4, 4:3, 3:2, 16:9. Modes: Text to Image, Image Edit
- `resolution` (string): Output resolution tier (e.g. "1K", "4K"). Values: auto, 1K. Modes: Text to Image, Image Edit

### Media Inputs

- `image` (file) — REQUIRED: Input image(s) to edit. Modes: Image Edit

### Output & Format

- `response_format` (string): How to return the image. Default: url. Values: url, b64_json. Modes: Text to Image, Image Edit
- `output_format` (string): Output image format. Values: png, jpeg, gif, webp, avif. Modes: Text to Image, Image Edit
- `output_compression` (integer): Compression level for lossy formats (JPEG, WebP, AVIF). Modes: Text to Image, Image Edit
- `n` (integer): Number of images to generate. Default: 1. Modes: Text to Image, Image Edit

### Additional Parameters

- `enable_safety_checker` (boolean): Whether to enable the safety checker.. Modes: Text to Image, Image Edit. Only available via fal
- `height` (integer): Height of the generated image. Only used when aspect_ratio=custom. Must be a multiple of 16 (if it's not, it will be rounded to nearest multiple of 16).. Modes: Text to Image, Image Edit. Only available via replicate
- `output_quality` (integer): Quality when saving the output images, from 0 to 100. 100 is best quality, 0 is lowest quality. Not relevant for .png outputs. Modes: Text to Image, Image Edit. Only available via replicate
- `safety_tolerance` (string): The safety tolerance level for the generated image. 1 being the most strict and 5 being the most permissive.. Values: 1, 2, 3, 4, 5. Modes: Text to Image, Image Edit
- `sync_mode` (boolean): If `True`, the media will be returned as a data URI and the output data won't be available in the request history.. Modes: Text to Image, Image Edit. Only available via fal
- `width` (integer): Width of the generated image. Only used when aspect_ratio=custom. Must be a multiple of 16 (if it's not, it will be rounded to nearest multiple of 16).. Modes: Text to Image, Image Edit. Only available via replicate


## Model Identifiers

- Primary Slug: flux.2-max
- Aliases: flux-2-max

## Dates

- Released: December 2025

## Tags

image-generation, text-to-image, image-editing, photorealistic, high-quality

## Available Providers

### fal.ai

- Config Key: fal/flux.2-max
- Provider Model ID: fal-ai/flux-2-max
- Pricing: 
  - Source: https://fal.ai/models/fal-ai/flux-2-max

### Replicate

- Config Key: replicate/flux.2-max
- Provider Model ID: black-forest-labs/flux-2-max
- Pricing: $0.040/request, $0.030/megapixel, $0.030/megapixel
  - Note: Resolution is rounded up to the next megapixel, separately for each reference image and the generated image
  - Note: 1 megapixel = 1024x1024 pixels
  - Note: Each reference image is counted separately (minimum 1 MP each)
  - Note: Images exceeding 4 megapixels are resized to 4 megapixels
  - Source: https://replicate.com/black-forest-labs/flux-2-max

### fal.ai

- Config Key: fal/flux.2-max-edit
- Provider Model ID: fal-ai/flux-2-max/edit
- Pricing: $0.030/megapixel, 
  - Note: Resolution is rounded up to the next megapixel, separately for each reference image and the generated image
  - Note: 1 megapixel = 1024x1024 pixels
  - Note: Each reference image is counted separately (minimum 1 MP each)
  - Note: Images exceeding 4 megapixels are resized to 4 megapixels
  - Source: https://fal.ai/models/fal-ai/flux-2-max


## Performance Metrics

Provider performance over the last 30 days.

### replicate

- Median Generation Time (p50): 28057ms
- 95th Percentile Generation Time (p95): 53767ms
- Average Generation Time: 31741ms
- Success Rate: 93.7%
- Total Requests: 79
- Time to First Byte (p50): 27347ms
- Time to First Byte (p95): 50725ms

### fal

- Median Generation Time (p50): 33156ms
- 95th Percentile Generation Time (p95): 62015ms
- Average Generation Time: 36507ms
- Success Rate: 98.8%
- Total Requests: 82
- Time to First Byte (p50): 31726ms
- Time to First Byte (p95): 59640ms


## Arena Benchmarks

### Studio Ghibli Anime Style

- Elo: 1268
- Record: 19W / 14L / 1T (34 battles)
- Rank: #2 of 46

### Isometric Miniature Diorama Scenes

- Elo: 1257
- Record: 14W / 7L / 4T (25 battles)
- Rank: #7 of 72

### Intricate Floral Mandala

- Elo: 1254
- Record: 16W / 6L / 4T (26 battles)
- Rank: #3 of 15

### Man and Car in California

- Elo: 1243
- Record: 30W / 63L / 2T (95 battles)
- Rank: #9 of 35

### Apollo 11: Journey to Tranquility

- Elo: 1242
- Record: 16W / 8L / 2T (26 battles)
- Rank: #3 of 70

### Victorian Greenhouse Oasis

- Elo: 1219
- Record: 10W / 8L / 1T (19 battles)
- Rank: #5 of 17

### Geometric Composition

- Elo: 1217
- Record: 13W / 14L / 3T (30 battles)
- Rank: #10 of 70

### Modern Clean Menu

- Elo: 1214
- Record: 15W / 13L / 0T (28 battles)
- Rank: #7 of 69

### Night Sky Transformation

- Elo: 1210
- Record: 13W / 7L / 4T (24 battles)
- Rank: #6 of 16

### Bald man challenge

- Elo: 1208
- Record: 18W / 11L / 6T (35 battles)
- Rank: #8 of 43

### Golden Hour Stroll

- Elo: 1203
- Record: 19W / 22L / 1T (42 battles)
- Rank: #6 of 45

### Over-the-top cartoon caricature

- Elo: 1200
- Record: 20W / 23L / 5T (48 battles)
- Rank: #7 of 44

### Adorable Baby Animals in Sunny Meadow

- Elo: 1197
- Record: 12W / 5L / 1T (18 battles)
- Rank: #18 of 72

### Candid Street Photography

- Elo: 1196
- Record: 20W / 11L / 0T (31 battles)
- Rank: #14 of 68

### Neutral Expression to Genuine Smile

- Elo: 1191
- Record: 10W / 27L / 4T (41 battles)
- Rank: #11 of 14

### Heroic Super Hero Portrait

- Elo: 1181
- Record: 16W / 11L / 3T (30 battles)
- Rank: #12 of 21

### Vintage Cafe Logo

- Elo: 1160
- Record: 10W / 10L / 2T (22 battles)
- Rank: #20 of 70

### Magic Burger Explosion: Fiery Photorealism Challenge

- Elo: 1154
- Record: 4W / 0L / 1T (5 battles)
- Rank: #9 of 69

### Selective Object Swap

- Elo: 1000
- Record: 1W / 1L / 2T (4 battles)
- Rank: #6 of 12

### The Capybara Taxi Driver

- Elo: 998
- Record: 0W / 5L / 0T (5 battles)
- Rank: #67 of 69


## Use Cases & Category Performance

### Prompt Adherence (Text-to-Image)

- Rank: #4 of 61
- Elo: 1271
- Record: 75W / 53L / 11T (139 battles)
- Win Rate: 54.0%

### Text Rendering (Text-to-Image)

- Rank: #6 of 61
- Elo: 1251
- Record: 60W / 39L / 9T (108 battles)
- Win Rate: 55.6%

### Product, Branding & Commercial (Text-to-Image)

- Rank: #7 of 61
- Elo: 1248
- Record: 46W / 32L / 5T (83 battles)
- Win Rate: 55.4%

### Creativity (Text-to-Image)

- Rank: #10 of 62
- Elo: 1243
- Record: 41W / 28L / 8T (77 battles)
- Win Rate: 53.2%

### Aesthetics (Text-to-Image)

- Rank: #11 of 62
- Elo: 1248
- Record: 89W / 68L / 11T (168 battles)
- Win Rate: 53.0%

### 3D Imaging & Modeling (Text-to-Image)

- Rank: #9 of 45
- Elo: 1238
- Record: 27W / 21L / 7T (55 battles)
- Win Rate: 49.1%

### Photorealism (Text-to-Image)

- Rank: #18 of 62
- Elo: 1200
- Record: 51W / 37L / 5T (93 battles)
- Win Rate: 54.8%

### Photorealism (Image Editing)

- Rank: #9 of 28
- Elo: 1220
- Record: 91W / 130L / 17T (238 battles)
- Win Rate: 38.2%

### Lighting, Shadows & Materials (Image Editing)

- Rank: #10 of 30
- Elo: 1231
- Record: 81W / 105L / 13T (199 battles)
- Win Rate: 40.7%

### Preservation (Image Editing)

- Rank: #12 of 33
- Elo: 1207
- Record: 117W / 162L / 21T (300 battles)
- Win Rate: 39.0%

### Adding & Editing Objects (Image Editing)

- Rank: #9 of 19
- Elo: 1204
- Record: 31W / 63L / 4T (98 battles)
- Win Rate: 31.6%

### Prompt Adherence (Image Editing)

- Rank: #12 of 24
- Elo: 1200
- Record: 21W / 25L / 7T (53 battles)
- Win Rate: 39.6%

### Artistic Restyling (Image Editing)

- Rank: #8 of 15
- Elo: 1208
- Record: 39W / 37L / 6T (82 battles)
- Win Rate: 47.6%

### Creativity (Image Editing)

- Rank: #8 of 15
- Elo: 1208
- Record: 39W / 37L / 6T (82 battles)
- Win Rate: 47.6%

### Aesthetics (Image Editing)

- Rank: #9 of 17
- Elo: 1220
- Record: 68W / 99L / 4T (171 battles)
- Win Rate: 39.8%

### Backgrounds & Scenes (Image Editing)

- Rank: #9 of 16
- Elo: 1233
- Record: 43W / 70L / 6T (119 battles)
- Win Rate: 36.1%

### People & Poses (Image Editing)

- Rank: #10 of 18
- Elo: 1194
- Record: 19W / 24L / 1T (44 battles)
- Win Rate: 43.2%

### Face & Identity (Image Editing)

- Rank: #10 of 17
- Elo: 1204
- Record: 48W / 61L / 15T (124 battles)
- Win Rate: 38.7%


## Image Gallery

25 images available for this model. Browse all at https://lumenfall.ai/models/black-forest-labs/flux.2-max/gallery

### Curated Examples

- [A hyper-realistic, wide-angle cinematic shot of a master stone-mason in a sun-drenched, dusty Ita...](https://assets.lumenfall.ai/VOFqBP3jAsYBCy4Y-H9gUMtZ3xa1vbXPrYBxL_bz4Ck/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/es5980agcmrjmpn67ex6r3l3xt7r@jpeg)
- [A wide, cinematic shot of a sophisticated high-end camera lens repair shop at dusk. In the center...](https://assets.lumenfall.ai/GeeAy414DaEIm91Bmht3yr-PtgW0g87GaaReyjY2fhU/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/c0nf0klf06xjz9a8dqb0tmhfqo2y@jpeg)
- [A hyper-realistic close-up of a weathered leather traveler’s journal laying open on a rustic wood...](https://assets.lumenfall.ai/hfR1lTyEGNafbDR7exvGKud49KV-hAxTxj3abS6Oi2M/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/zg9ux9i0h5dya1wmidq0n4pzeffd@jpeg)
- [A hyper-realistic, high-angle shot of a minimalist wooden workbench. In the center sits a premium...](https://assets.lumenfall.ai/uqYJiiApUFkXu1hLasOM-yY2zJjwx4aEO2iELa-Wh6U/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/711brgbd4pc7xxdu9zbrusvj4k3o@jpeg)
- [A cozy street-side bakery window reflecting the morning sun, with the word "ARTISAN" hand-painted...](https://assets.lumenfall.ai/HsVrdKW7LJj5t-SKAbz6bPQCAsciNuEdp0zQvJ2MxfU/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/81bnjrwymd9ychkfh4tes4m7vc7a@jpeg)

### Arena Competition Results

- [Studio Ghibli Anime Style](https://assets.lumenfall.ai/1oyfkgof89DUKAioqSRXNlfM_yKts7A_c0VCUBrhxfo/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/7egzquoa2v0if8761syguo6avxkg@jpeg): #2 of 46 (Elo 1268)
- [Isometric Miniature Diorama Scenes](https://assets.lumenfall.ai/7rnmejsobEexsoXAqSBF_grcq9hsZdW3Kg1Gz9FXIJg/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/x1ugo3fl8zlverzwq9hz79277bw7@jpeg): #7 of 72 (Elo 1257)
- [Intricate Floral Mandala](https://assets.lumenfall.ai/dOIMke4_KAWqGzOHp2cHyEPaQ7yGy_ecNyc5F6H1wcE/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/hff5o47qjrfdwbnizr7e1cry65je@jpeg): #3 of 15 (Elo 1254)
- [Man and Car in California](https://assets.lumenfall.ai/u-2ED3AX8Alrbiqwitb7hNx_vsGB4ovOOmWpAPuf-_M/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/fapywxxm5qfwoe0qxahiomd8zdm7@jpeg): #9 of 35 (Elo 1243)
- [Apollo 11: Journey to Tranquility](https://assets.lumenfall.ai/YBTRbS9t1oFTVVUaNdTlCBLVEIyB8Gh0XKas_c5NdRc/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/5cqt1yt1o5xcvicxvmnojn7oxw7e@jpeg): #3 of 70 (Elo 1242)
- [Victorian Greenhouse Oasis](https://assets.lumenfall.ai/k4PWag-ocHN0TYwk9XgI7cR6dKAoHpLikv_yJBUsAPo/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/31hiajh0foxqb1kby8sjfbtf8rkm@jpeg): #5 of 17 (Elo 1219)
- [Geometric Composition](https://assets.lumenfall.ai/Le_yrzLjtNgOYZoVUicwTm31ds8EK5mixLTPqyvdFN0/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/0lhgje6bs88ib0eude2bszsbgodw@jpeg): #10 of 70 (Elo 1217)
- [Modern Clean Menu](https://assets.lumenfall.ai/yBPvg8ucYsKRROLBw3U1f2yAgxk1nK4Dr4drzSdzxaI/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/70tlonxmm0pe2zevhjy6nx3gwk4b@jpeg): #7 of 69 (Elo 1214)
- [Night Sky Transformation](https://assets.lumenfall.ai/FI_sG2_v8pLqYOnVtI6UWqQrZoqbaEzUAjAmJfFmYtc/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/lujegoo2qsui4vgmvgz2zg1bt9tr@jpeg): #6 of 16 (Elo 1210)
- [Bald man challenge](https://assets.lumenfall.ai/vdGEMQGr6RWoKM50tdBuPnvs9jRXjTBt23M0HXIbWIQ/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/4x8koaojbe80av9fl0ogxy9o3izv@jpeg): #8 of 43 (Elo 1208)
- [Golden Hour Stroll](https://assets.lumenfall.ai/kU33xLaF3AyGtDyvE9BJ2ZZUMfJiScnkBRUq_3fhNrw/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/przor8n6ormesjrekw4lu8bqoewf@jpeg): #6 of 45 (Elo 1203)
- [Over-the-top cartoon caricature](https://assets.lumenfall.ai/WPIeWEA6kc-hrC5-_x95--WJWvf7l3ArAnczlKYA_qE/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/n2durnj0bteqsb1efqdd2gmbq029@jpeg): #7 of 44 (Elo 1200)
- [Adorable Baby Animals in Sunny Meadow](https://assets.lumenfall.ai/8-ToM3cEXxMLtaVXQ0InqbNFhTjDljOSSLJIuu2Q8b4/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/7qismry0yh4exfj3dh7wz7xab1xu@jpeg): #18 of 72 (Elo 1197)
- [Candid Street Photography](https://assets.lumenfall.ai/TM26_dGVXFs_o--PAmri6hXptxNMbRObOIdntbwWq6Y/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/vss7ttg2vo0gw589quzvspc0xb8k@jpeg): #14 of 68 (Elo 1196)
- [Neutral Expression to Genuine Smile](https://assets.lumenfall.ai/OBBBB2whuSs7ojFKGxHVycLdrD-M7cz_2DRo9bBnHqg/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/d32444l3dj7xs0k9slxfdu56vafl@jpeg): #11 of 14 (Elo 1191)
- [Heroic Super Hero Portrait](https://assets.lumenfall.ai/PRFrB2gshRbEK8Il-wc6mBghNTaoX1RRYc40O2muUJk/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/4yh77k540h1ok42khftl78bvusdt@jpeg): #12 of 21 (Elo 1181)
- [Vintage Cafe Logo](https://assets.lumenfall.ai/b8f2bGFDoethX5Ut3l1wGNL3Tk3y9rvpcyq1JmgBD3Y/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/rw68tmqnn7p75m4udlxvfom1jmku@jpeg): #20 of 70 (Elo 1160)
- [Magic Burger Explosion: Fiery Photorealism Challenge](https://assets.lumenfall.ai/tmeB3u9OMmVK9er5iXuBHIukqVo5ZiuwBk5LczwZ9U8/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/22xeri3447j8zhvfef6x0w5n32r2@jpeg): #9 of 69 (Elo 1154)
- [Selective Object Swap](https://assets.lumenfall.ai/gJ55JjYHATBA33p5ccUYvyc8_5ZNVbd8neyICqEMRVU/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/5cmgfabqs2drvohr6z8yx06oyuhy@jpeg): #6 of 12 (Elo 1000)
- [The Capybara Taxi Driver](https://assets.lumenfall.ai/AnzB8g7K7vEQiH0pUVja5yv_23qOcQ_C24vUJYOGlc8/rs:fit:1500:1500/plain/gs://lumenfall-prod-assets/ckmi0ezi6swhwfy2sj0mnyilcb10@jpeg): #67 of 69 (Elo 998)

## Example Prompt

The following prompt was used to generate an example image in our playground:

A cozy street-side bakery window reflecting the morning sun, with the word "ARTISAN" hand-painted in gold calligraphy on the glass. A customer waits by the door, while a capybara sits quietly on the sidewalk nearby, wearing a tiny red scarf.

## Code Examples

### Text to Image (/v1/images/generations)

#### cURL

curl -X POST \
  https://api.lumenfall.ai/openai/v1/images/generations \
  -H "Authorization: Bearer $LUMENFALL_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "flux.2-max",
    "prompt": "",
    "size": "1024x1024"
  }'

# Response:
# { "created": 1234567890, "data": [{ "url": "https://...", "revised_prompt": "..." }] }

#### JavaScript

import OpenAI from 'openai';

const client = new OpenAI({
  apiKey: 'YOUR_API_KEY',
  baseURL: 'https://api.lumenfall.ai/openai/v1'
});

const response = await client.images.generate({
  model: 'flux.2-max',
  prompt: '',
  size: '1024x1024'
});

// { created: 1234567890, data: [{ url: "https://...", revised_prompt: "..." }] }
console.log(response.data[0].url);

#### Python

from openai import OpenAI

client = OpenAI(
    api_key="YOUR_API_KEY",
    base_url="https://api.lumenfall.ai/openai/v1"
)

response = client.images.generate(
    model="flux.2-max",
    prompt="",
    size="1024x1024"
)

# { created: 1234567890, data: [{ url: "https://...", revised_prompt: "..." }] }
print(response.data[0].url)

### Image Edit (/v1/images/edits)

#### cURL

curl -X POST \
  https://api.lumenfall.ai/openai/v1/images/edits \
  -H "Authorization: Bearer $LUMENFALL_API_KEY" \
  -F "model=flux.2-max" \
  -F "image=@source.png" \
  -F "prompt=Add a starry night sky to this image" \
  -F "size=1024x1024"

# Response:
# { "created": 1234567890, "data": [{ "url": "https://...", "revised_prompt": "..." }] }

#### JavaScript

import OpenAI from 'openai';
import fs from 'fs';

const client = new OpenAI({
  apiKey: 'YOUR_API_KEY',
  baseURL: 'https://api.lumenfall.ai/openai/v1'
});

const response = await client.images.edit({
  model: 'flux.2-max',
  image: fs.createReadStream('source.png'),
  prompt: 'Add a starry night sky to this image',
  size: '1024x1024'
});

// { created: 1234567890, data: [{ url: "https://...", revised_prompt: "..." }] }
console.log(response.data[0].url);

#### Python

from openai import OpenAI

client = OpenAI(
    api_key="YOUR_API_KEY",
    base_url="https://api.lumenfall.ai/openai/v1"
)

response = client.images.edit(
    model="flux.2-max",
    image=open("source.png", "rb"),
    prompt="Add a starry night sky to this image",
    size="1024x1024"
)

# { created: 1234567890, data: [{ url: "https://...", revised_prompt: "..." }] }
print(response.data[0].url)


## About

## Overview
FLUX.2 [max] is the flagship image generation model from Black Forest Labs, designed to push the boundaries of photorealism and compositional accuracy. As the most a capable entry in the FLUX.2 family, it functions as a multimodal tool capable of both high-fidelity text-to-image synthesis and sophisticated image-to-image editing. It is distinguished by its ability to follow complex prompts with high spatial precision while maintaining structural consistency across various aspect ratios.

## Strengths
*   **Anatomical and Textual Precision:** The model excels at rendering fine anatomical details—such as hands, eyes, and skin textures—and exhibits high accuracy when placing legible, coherent text within generated images.
*   **Prompt Adherence:** It handles multi-subject prompts and complex spatial relationships (e.g., "a blue sphere balanced on a rough wooden cube behind a glass prism") with significantly fewer hallucinations than previous iterations.
*   **Photorealistic Texture:** The model produces outputs with improved dynamic range and lighting, effectively simulating professional photography across various lenses and lighting conditions.
*   **Versatile Modality:** It supports both text and image inputs, making it highly effective for refined image editing, style transfer, and consistent character variations.

## Limitations
*   **Computational Latency:** Due to its high parameter count and focus on maximum quality, inference times are generally higher than the "pro" or "schnell" variants of the same family.
*   **Hardware Requirements:** The model's complexity makes it less suitable for real-time applications or low-latency environments compared to distilled or smaller models.
*   **Knowledge Cutoffs:** Like all large-scale generative models, it may struggle with highly niche or very recent cultural events and specific technical diagrams that were not well-represented in its training data.

## Technical Background
FLUX.2 [max] is built on a large-scale transformer-based architecture optimized for flow-based image generation. It utilizes a sophisticated latent diffusion process that integrates high-resolution visual tokens with rich text embeddings. Black Forest Labs employed advanced training techniques to improve the model's understanding of physics and light, resulting in a more predictable output during the denoising process.

## Best For
This model is best suited for professional creative workflows, advertising imagery, and high-end concept art where visual fidelity is more critical than generation speed. It is an ideal choice for tasks requiring precise text rendering or consistent architectural details. FLUX.2 [max] is available for testing and integration through Lumenfall's unified API and playground, allowing developers to compare its output against other models in the FLUX family.

## Frequently Asked Questions

### How much does FLUX.2 [max] cost?

FLUX.2 [max] starts at $0.03 per image through Lumenfall. Pricing varies by provider. Lumenfall does not add any markup to provider pricing.

### How do I use FLUX.2 [max] via API?

You can use FLUX.2 [max] through Lumenfall's OpenAI-compatible API. Send requests to the unified endpoint with model ID "flux.2-max". Code examples are available in Python, JavaScript, and cURL.

### Which providers offer FLUX.2 [max]?

FLUX.2 [max] is available through fal.ai and Replicate on Lumenfall. Lumenfall automatically routes requests to the best available provider.

### What is the maximum resolution for FLUX.2 [max]?

FLUX.2 [max] supports images up to 2048x2048 resolution.

## Links

- Model Page: https://lumenfall.ai/models/black-forest-labs/flux.2-max
- About: https://lumenfall.ai/models/black-forest-labs/flux.2-max/about
- Providers, Pricing & Performance: https://lumenfall.ai/models/black-forest-labs/flux.2-max/providers
- API Reference: https://lumenfall.ai/models/black-forest-labs/flux.2-max/api
- Benchmarks: https://lumenfall.ai/models/black-forest-labs/flux.2-max/benchmarks
- Use Cases: https://lumenfall.ai/models/black-forest-labs/flux.2-max/use-cases
- Gallery: https://lumenfall.ai/models/black-forest-labs/flux.2-max/gallery
- Playground: https://lumenfall.ai/models/black-forest-labs/flux.2-max/playground
- API Documentation: https://docs.lumenfall.ai