- Image Generation
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FLUX.2 Max
- Image Generation
FLUX.2 Max is Black Forest Labs’ flagship text-to-image and image-editing model, designed for production-grade creative workflows with state-of-the-art photorealism, prompt following, and editing consistency.
Providers Comparison
Speed
Output tokens per second · Higher is better
L
LLM API
S
SiliconFlow (FP8)
G
GMI
C
CoreWeave
N
Novita
D
DeepSeek
P
Parasail (FP8)
D
DeepInfra (FP4)
End-to-End Response Time
Seconds · Lower is better
L
LLM API
S
SiliconFlow (FP8)
G
GMI
C
CoreWeave
N
Novita
D
DeepSeek
P
Parasail (FP8)
D
DeepInfra (FP4)
Price
USD per 1M tokens (blended) · Lower is better
L
LLM API
S
SiliconFlow (FP8)
G
GMI
C
CoreWeave
N
Novita
D
DeepSeek
P
Parasail (FP8)
D
DeepInfra (FP4)
About the model
What is FLUX.2 Max?
FLUX.2 Max is a top-tier AI image generation and editing model from Black Forest Labs optimized for high-fidelity, multi-megapixel outputs and robust prompt understanding. It is mainly used for professional visual production tasks such as marketing assets, product photography, and e-commerce imagery that demand consistent character or product identity and accurate text rendering. It is also used for advanced image editing workflows, including style-consistent character or scene variations and grounded visualizations using multiple reference images. FLUX.2 Max belongs to the FLUX.2 family of models, succeeding earlier FLUX variants as the provider’s highest-quality image model.
Model capabilities
5 Core Capabilities
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Text-to-image generation
Generates high-quality, photorealistic or stylized images from detailed natural language prompts across many styles, subjects, and resolutions.
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Image editing
Edits existing images using text instructions, including restaging, relighting, background changes, and product or character repositioning while preserving fidelity.
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Multi-image conditioning
Accepts multiple reference images to guide generation, maintaining consistent characters, products, lighting, and style across outputs in one composition.
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Grounded generation
Enhances images with grounded generation that can incorporate real-time contextual information for visually accurate depictions of current events.
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Text rendering
Produces images with clear, readable embedded text such as signage, posters, or typography while closely following specified wording and style.
Use cases
6 Most Valuable Use Cases
- Product Photo Generation
- Marketing Creative Assets
- Consistent Character Design
- E-commerce Visual Content
- Photoreal Concept Art
- Image Editing Workflows
Transparent pricing
Cost Comparison
LLM API offers the lowest cost and latency for FLUX.2 Max–class image generation.
| Provider | Region | Latency | Throughput | Uptime | Input ($/1M) | Output ($/1M) | Context |
|---|---|---|---|---|---|---|---|
| LLM API BEST | Global | ~900ms | ~80 img/min | 99.99% | $0.0006/img | $0.0000/img | 1 img |
| Black Forest Labs (Official) | EU West | ~1400ms | ~40 img/min | 99.9% | ~$0.012/img | ~$0.0000/img | ~1 img |
| Replicate | Global | ~1800ms | ~30 img/min | 99.5% | ~$0.015/img | ~$0.0000/img | ~1 img |
| Together AI | US East | ~1500ms | ~35 img/min | 99.9% | ~$0.010/img | ~$0.0000/img | ~1 img |
Performance benchmarks
Technical Specifications
| Metric | FLUX.2 Max | DALL·E 3 | Imagen 3 |
|---|---|---|---|
| Latency per Image | ~4.5s | ~5.0s | ~4.0s |
| Throughput | ~30 img/min | ~25 img/min | ~28 img/min |
| Max Resolution | 1536×1536 | 1024×1024 | 2048×2048 |
| Price per Image | ~$0.04 | ~$0.04 | ~$0.05 |
| Supported Formats | PNG, JPG | PNG, JPG | PNG, JPG, WEBP |
| Uptime | ~99.5% | ~99.9% | ~99.9% |
30-day usage via LLM API
- 3.8B
- Prompt tokens processed (30 days)
- 9.5M
- API requests served (30 days)
- 3.1B
- Completion tokens generated (30 days)
- 98.9%
- Avg uptime over last 30 days
Architecture & Integration
Why Build on LLM.API?
One unified API. Every major model. Built-in reliability, cost control, and observability.
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Unified AI Routing
Automatically route each request to the best model across providers based on latency, cost, and performance—no client changes, no vendor lock-in.
One endpoint, any model -
Cost-Aware Orchestration
Control spend with granular routing rules, smart model selection, and usage caps so you always hit your quality bar at the lowest possible price.
Optimize every token -
Resilient Fallbacks
Define automatic failover chains across models and providers so outages, rate limits, or regressions never take your AI features offline.
Never go dark -
End-to-End Observability
Get centralized logs, metrics, and traces for every request, model, and provider to debug faster, compare performance, and prove reliability.
See every token flow -
Task-Level Abstractions
Call high-level tasks—chat, generation, tools, embeddings—through a single, stable interface while we handle provider quirks and evolving model APIs.
Code to tasks, not vendors -
High-Throughput Batch
Run massive parallel jobs with built-in retries, throttling, and aggregation to keep throughput high and costs predictable across all your AI workloads.
Scale jobs, not headaches
Decision guide
When to Use — When NOT to Use
Use it if...
- You need high-quality, state-of-the-art image generation for marketing, design, or creative content.
- You need photorealistic renders of products, scenes, or people with fine visual detail.
- Your use case involves concept art, storyboarding, or mood boards from short text prompts.
- Your use case involves iterating on or editing existing images using strong generative priors.
- You need diverse stylistic control, from illustration to realism, without heavy manual art direction.
- You need to prototype visual ideas quickly before handing off to human designers or artists.
- Your use case involves generating social media visuals, thumbnails, or ad creatives at high quality.
Avoid if...
- You need a general-purpose text LLM for reasoning, coding, chat, or document analysis.
- Your workload requires real-time, low-latency responses for interactive conversational agents.
- You need guaranteed safe handling of sensitive personal data or regulated enterprise documents.
- Your workload requires complex multimodal reasoning over long text plus images, not just generation.
- You need deterministic, reproducible outputs suitable for formal verification or safety-critical workflows.
- You need on-device or offline inference where large image models are impractical to deploy.
- Your workload requires batch processing of extremely large image volumes under tight cost constraints.
FAQ
Frequently Asked Questions
-
What is FLUX.2 Max?
FLUX.2 Max is a state-of-the-art image generation model from Black Forest Labs focused on high-fidelity, photorealistic results and strong prompt adherence.
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What modalities does FLUX.2 Max support via LLM.API?
FLUX.2 Max supports image generation from text prompts and configuration parameters, but does not process or analyze input images via LLM.API.
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How is FLUX.2 Max priced on LLM.API?
FLUX.2 Max is billed per generated image or unit of image resolution, with exact prices defined in your LLM.API pricing plan.
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What is the context window of FLUX.2 Max?
FLUX.2 Max effectively supports reasonably long text prompts, but it does not have a traditional token-based context window like chat LLMs.
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How fast is FLUX.2 Max for image generation?
FLUX.2 Max typically returns images within a few seconds, depending on resolution, sampler settings, and LLM.API backend load.
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How do I call FLUX.2 Max through LLM.API?
You select the FLUX.2 Max model in the LLM.API image generation endpoint and pass your prompt plus any supported generation parameters.
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What is FLUX.2 Max best suited for?
FLUX.2 Max is best for high-quality, photorealistic or stylized images where detailed prompt control and aesthetic quality are important.
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How does FLUX.2 Max compare to similar image models?
Compared to many diffusion models, FLUX.2 Max emphasizes strong prompt alignment, sharp details, and robust performance across diverse artistic and photographic styles.
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What limitations does FLUX.2 Max have?
FLUX.2 Max can misinterpret very complex prompts, may struggle with precise text-in-image, and inherits any policy or safety constraints from LLM.API.
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Can I use FLUX.2 Max for commercial projects through LLM.API?
Commercial use is generally allowed, but you must follow both Black Forest Labs’ license and LLM.API terms of service.
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