Black Forest Labs (BFL) Models

AvalAI provides seamless access to Black Forest Labs' FLUX models through our unified API. This page details the available BFL models, their capabilities, and optimal use cases for state-of-the-art image generation and editing.

Available Models

Black Forest Labs offers cutting-edge image generation models under the FLUX family, each designed for different performance requirements and use cases.

FLUX Models

The FLUX family represents the latest advancement in image generation technology, offering high-quality image synthesis with various optimization levels.

flux.2-pro

FLUX.2 Pro (flux.2-pro) is Black Forest Labs' most advanced image generation model with multi-reference visual intelligence, unprecedented detail, color precision, and spatial reasoning.

Feature	Details
Model Type	Image Generation
Max Resolution	Up to 4 megapixels (4096x4096 pixels)
Supported Formats	PNG, JPEG
Multi-Reference	Up to 8 input images (API), 10 (playground)
Input	Text prompts, reference images
Output	High-quality images
Pricing	$0.03 per megapixel (first MP), $0.015 per additional MP
Reference Image Pricing	$0.015 per megapixel
Strengths	Multi-reference compositing, color precision, typography, photorealism
Best for	Product marketing, creative platforms, food imagery, movie making

💡 Language Tip: FLUX.2 Pro is optimized for English prompts. For best results, use English prompts when generating images. Non-English prompts may produce inconsistent results.

Key Capabilities:

• Multi-Reference: Combine elements from up to 8 images while maintaining identity across complex scenes
• Photorealism & Detail: Generate photorealistic images with exceptional detail
• Typography & Text: Specialized for text rendering and preserving small details
• Exact Color Control: Precise hex color matching and structured prompting
• Grounding Search: Access real-time information to visualize trending products and current events (max variant only)

Pricing Notes:

• 1 megapixel = 1024x1024 pixels
• Resolution is always rounded up to the next megapixel
• For multiple reference images, each is counted separately
• Images exceeding 4 megapixels are resized to 4 megapixels

from openai import OpenAI
import base64

client = OpenAI(api_key="your-avalai-api-key", base_url="https://api.avalai.ir/v1")

response = client.images.generate(
    model="flux.2-pro",
    prompt="A professional headshot of a confident businesswoman in a modern office, soft natural lighting, shallow depth of field",
    size="1024x1024",
    n=1,
    response_format="b64_json",
)

# Save the image
img_data = base64.b64decode(response.data[0].b64_json)
with open("professional_headshot.png", "wb") as f:
    f.write(img_data)

flux-1.1-pro

FLUX 1.1 Pro (flux-1.1-pro) is Black Forest Labs' flagship image generation model, offering the highest quality output with advanced prompt adherence.

Feature	Details
Model Type	Image Generation
Max Resolution	2048x2048 pixels
Supported Formats	PNG, JPEG
Input	Text prompts
Output	High-quality images
Pricing	$0.04 per image
Strengths	Superior image quality, excellent prompt following, photorealistic results
Best for	Professional image generation, marketing materials, high-quality artwork
Speed	Standard generation time

from openai import OpenAI

client = OpenAI(api_key="your-avalai-api-key", base_url="https://api.avalai.ir/v1")

response = client.images.generate(
    model="flux-1.1-pro",
    prompt="A serene mountain landscape at sunset with reflective lake",
    size="1024x1024",
    n=1,
    response_format="b64_json",  # or b64_json
)

# Save with transparency
import base64

img_data = base64.b64decode(response.data[0].b64_json)
with open("no_background.png", "wb") as f:
    f.write(img_data)

flux.1-kontext-pro

FLUX.1 Kontext Pro (flux.1-kontext-pro) is an advanced model specialized in image editing and contextual modifications while maintaining high quality.

Feature	Details
Model Type	Image Generation & Editing
Max Resolution	2048x2048 pixels
Supported Formats	PNG, JPEG
Input	Text prompts, images for editing
Output	High-quality generated or edited images
Pricing	$0.04 per image
Strengths	Context-aware editing, precise modifications, maintains image coherence
Best for	Image editing, style transfer, contextual modifications
Special Features	Advanced image-to-image capabilities

from openai import OpenAI

client = OpenAI(api_key="your-avalai-api-key", base_url="https://api.avalai.ir/v1")

# Image editing
with open("test_image.jpg", "rb") as image_file:
    response = client.images.edit(
        model="flux.1-kontext-pro",
        image=image_file,
        prompt="Change the sky to a dramatic sunset",
        size="1024x1024",
        n=1,
        response_format="b64_json",  # not supporting 'url'
    )

    # Save the image
    import base64

    img_data = base64.b64decode(response.data[0].b64_json)
    with open("edited_image.png", "wb") as f:
        f.write(img_data)

Key Capabilities

Advanced Image Generation

FLUX models excel in creating high-quality, photorealistic images with exceptional prompt adherence:

• Photorealism: Generate highly realistic images that are difficult to distinguish from photographs
• Artistic Styles: Support for various artistic styles and creative interpretations
• Complex Scenes: Handle complex multi-object scenes with accurate spatial relationships

Prompt Understanding

Black Forest Labs models feature sophisticated prompt interpretation:

• Natural Language: Understand detailed natural language descriptions
• Style Instructions: Interpret artistic style and mood directions
• Technical Specifications: Handle technical photography and art terminology

Image Editing Capabilities

FLUX.1 Kontext Pro provides advanced editing features:

• Context Preservation: Maintain image coherence during edits
• Selective Modifications: Make targeted changes without affecting the entire image
• Style Consistency: Ensure edits match the original image style

Model Selection Guidelines

Choosing the Right FLUX Model

When selecting a FLUX model through AvalAI, consider:

1. Quality Requirements: Use flux-1.1-pro for highest quality generation
2. Editing Needs: Use flux.1-kontext-pro for image editing and modifications
3. Use Case: Both models offer professional-grade results at the same pricing
4. Workflow: Consider whether you need generation-only or editing capabilities

Pricing Information

FLUX models are available through AvalAI with competitive pricing:

Model	Price per Image
flux-1.1-pro	$0.04
flux.1-kontext-pro	$0.04

Pricing Notes

• Fixed Rate: Simple per-image pricing regardless of resolution (up to max supported)
• No Hidden Costs: Transparent pricing with no additional fees
• Professional Quality: Enterprise-grade results at competitive rates

Performance Comparison

Use Case	Recommended FLUX Model	Alternative Models
High-quality image generation	flux-1.1-pro	gpt-image-2, Midjourney
Image editing & modification	flux.1-kontext-pro	gpt-image-2 (edit), Stable Diffusion
Professional artwork	flux-1.1-pro	gemini-3-pro-image, gpt-image-2
Marketing materials	flux-1.1-pro	gemini-3.1-flash-image, gpt-image-2
Creative projects	flux.1-kontext-pro	Stable Diffusion, Midjourney

Best Practices for FLUX Models

Effective Prompting

Provide clear and detailed descriptions. FLUX models excel with specific instructions about style, composition, and mood.

# Good prompt example
prompt = "A professional headshot of a confident businesswoman in a modern office, soft natural lighting, shallow depth of field, shot with 85mm lens"

# Rather than
prompt = "woman in office"

Image Editing Guidelines

When using FLUX.1 Kontext Pro for editing:

1. Describe Changes Clearly: Be specific about what you want to modify
2. Maintain Context: Ensure edits fit the overall image context
3. Consider Lighting: Account for existing lighting conditions in your edit requests

Quality Optimization

• Use detailed prompts for better results
• Specify desired image style and mood
• Include technical photography terms when relevant
• For editing, describe the relationship between new and existing elements

Integration Examples

Basic Image Generation

from openai import OpenAI

client = OpenAI(api_key="your-avalai-api-key", base_url="https://api.avalai.ir/v1")

response = client.images.generate(
    model="flux-1.1-pro",
    prompt="A futuristic cityscape at night with neon lights reflecting on wet streets",
    size="1024x1024",
    quality="hd",
    n=1,
    response_format="b64_json",  # not supporting 'url'
)

# Save the image
import base64

img_data = base64.b64decode(response.data[0].b64_json)
with open("image.png", "wb") as f:
    f.write(img_data)

Image Editing Workflow

import requests
from openai import OpenAI

client = OpenAI(api_key="your-avalai-api-key", base_url="https://api.avalai.ir/v1")

# Edit an existing image
with open("input_image.png", "rb") as image_file:
    response = client.images.edit(
        model="flux.1-kontext-pro",
        image=image_file,
        prompt="Add a rainbow in the sky above the mountains",
        size="1024x1024",
        n=1,
        response_format="b64_json",  # not supporting 'url'
    )

# Save the image
import base64

img_data = base64.b64decode(response.data[0].b64_json)
with open("edited_image.png", "wb") as f:
    f.write(img_data)

Related Resources

• Black Forest Labs Official Documentation
• Image Generation Guide
• API Reference - Images
• Model Selection Guide
• Best Practices for Image Generation

---

Black Forest Labs and FLUX are trademarks of Black Forest Labs. This documentation is provided by AvalAI for integration purposes.