Atlas Cloud is now an authorized U.S. reseller of Dreamina Seedance 2.5 and Seedream 5.0 Pro.Atlas Cloud is now an authorized U.S. reseller of Dreamina Seedance 2.5 and Seedream 5.0 Pro.
Developed by Black Forest Labs, FLUX.2 is a powerhouse 32-billion parameter rectified flow Transformer model that redefines creative workflows by unifying AI image generation, editing, and composition. It transforms complex text prompts into high-fidelity visuals while offering integrated tools for professional-grade editing at resolutions up to 2K, providing a streamlined, all-in-one solution for digital artists and designers seeking unmatched precision and scalability in their visual content creation.
FLUX is developed by Black Forest Labs. Atlas Cloud (operated by Atlas Cloud AI LLC) provides access to it and does not own it. All trademarks belong to their respective owners.
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| Modality | Description |
|---|---|
| Flux.2 Dev API(Text To Image, Image To Image) | The Flux.2 Dev API grants access to the world’s most powerful 32-billion parameter open-weights model, designed for sophisticated text-to-image generation and multi-input image editing. By utilizing a unified checkpoint for both creation and modification, it streamlines professional creative workflows and offers an unparalleled foundation for building advanced, customizable visual AI applications under commercial licensing. |
| Flux.2 Pro API(Text To Image, Image To Image) | The Flux.2 Pro API delivers industry-leading image quality and prompt adherence that rivals top-tier closed-source models while significantly reducing latency and operational costs. It provides a high-performance solution for enterprise-level applications that require premium visual fidelity without the premium price tag. |
| Flux.2 Flex API(Text To Image, Image To Image) | The Flux.2 Flex API empowers developers with granular control over generation parameters, including guidance scales and inference steps, to perfectly calibrate the trade-off between speed and prompt fidelity. Specifically optimized for intricate details and precise typography rendering, it serves as a versatile toolkit for creators who demand high-precision control over complex visual compositions and textual elements. |
| Flux.2 Klein API(Text To Image, Image To Image) | The Flux.2 Klein API offers a lightweight yet robust solution through advanced size-distillation techniques, released under the developer-friendly Apache 2.0 license. It outperforms models of similar scale trained from scratch, providing an efficient and accessible pathway for high-quality image generation in resource-constrained environments. |
Combining advanced models with Atlas Cloud's GPU-accelerated platform delivers unmatched speed, scalability, and creative control for image and video generation.
The FLUX.2 model leverages its 32-billion parameter architecture to deliver sharper textures and stabilized lighting across all visual outputs. By optimizing light-matter interaction in the latent space, users can achieve photorealistic results for high-end product visualization and professional photography. It is the ultimate solution for hyper-realistic rendering, material consistency, and studio-grade digital assets.
FLUX.2 supports complex typographic layouts and intricate UI simulations, ensuring even micro-text remains legible and sharp. By integrating sophisticated character-level encoding, users can precisely render infographics, memes, and branded content with zero character distortion. It is the ultimate solution for professional graphic design, interface prototyping, and text-heavy creative compositions.
The FLUX.2 engine provides superior logic for interpreting multi-paragraph prompts and complex spatial constraints with high fidelity. By decoding nuanced relational directives, users can accurately orchestrate multi-subject scenes and maintain strict adherence to compositional intent. It is the ultimate solution for sophisticated storytelling, layered digital art, and precision-driven visual narratives.
FLUX.2 incorporates vast world knowledge to deeply understand the physical relationships between light, space, and object behavior. By grounding every generation in realistic environmental logic, users can ensure that complex scenes behave exactly as expected in the physical world. It is the ultimate solution for architectural visualization, immersive world-building, and logically consistent scene synthesis.
The same prompt, generated by Flux and other leading image models:commercial style posters
Create a high-end product campaign image for a modular smartwatch called “ARC ONE”. Core image: A matte titanium smartwatch lies on a dark graphite desk, angled at 30 degrees. The watch has a square rounded display, a brushed metal frame, one orange side button, a black silicone strap, and a clean modular UI. Screen detail: On the smartwatch screen, show three crisp readable interface cards: “Heart Rate” “Sleep Score” “AI Coach” Composition: Place three small interchangeable watch straps beside the main watch: black silicone, woven gray fabric, and pale sand leather. Keep the watch body design consistent and realistic. Add subtle dust particles, soft shadows, and precise reflections on the metal edge. Brand text: At the top left, add the exact readable headline: “ARC ONE” Below it, add smaller readable text: “Built for Every Rhythm” Visual style: premium product photography, photorealistic materials, controlled studio lighting, clean commercial layout, realistic metal reflections, sharp UI details, 4K clarity, minimal futuristic design. Requirements: - Keep the watch geometry clean, symmetrical, and consistent - Make all screen text and brand text crisp and correctly spelled - No random letters, no warped watch frame, no distorted straps - Realistic titanium, silicone, woven fabric, leather, glass, and graphite textures - Product-ready advertising image, not a fantasy illustration
Flux.2
Seedream 5.0
Qwen Image 2.0
Create a high-end fashion campaign image for a technical outdoor jacket brand called “NORTHLINE”. Main subject: A young model stands in a minimalist studio, facing slightly left, wearing a slate gray technical outdoor jacket. The jacket has a structured hood, matte waterproof fabric, black sealed zippers, two chest pockets, and subtle reflective trim on the sleeves. Pose and styling: The model stands naturally with one hand adjusting the zipper and the other hand relaxed by their side. The face, hands, body proportions, and jacket fit should look realistic and stable. Hair and expression should feel natural, not overly stylized. Product detail: Add a small crisp readable logo on the left chest with the exact text: “NORTHLINE”. On the zipper pull, add a tiny orange accent detail. Keep the jacket design symmetrical and consistent. Composition: Clean studio background with soft directional lighting from the upper left. Add a faint mountain silhouette shadow behind the model, but keep the overall image minimal and premium. Leave clean empty space on the right side for campaign copy. Campaign text: At the top right, add the exact readable headline: “READY FOR WEATHER” Below it, add smaller readable text: “Lightweight • Waterproof • Built to Move” Visual style: premium fashion photography, realistic fabric texture, controlled studio lighting, sharp product detail, clean commercial layout, natural human anatomy, 4K clarity. Requirements: - Keep the jacket design, zipper placement, pockets, hood shape, and reflective trims consistent - Make all text crisp and spelled exactly as written - Natural hands, realistic face, stable body proportions - No random letters, no warped fingers, no distorted logo, no changing jacket structure - Product-ready outdoor fashion campaign image, not an illustration
Flux.2
Seedream 5.0
Qwen Image 2.0
Discover practical use cases and workflows you can build with this model family — from content creation and automation to production-grade applications.
The FLUX.2 model enables creators and developers to build ultra-realistic visual content that preserves lifelike textures, stabilized lighting, and physical accuracy. Ideal for professional product photography and architectural visualization, the 32B parameter architecture ensures consistent surface reflections and material depth—supporting high-end marketing assets, luxury brand mockups, and studio-grade digital photography.
For information-dense graphics, FLUX.2 renders complex typography, UI simulations, and intricate layouts with absolute clarity and zero character distortion. This use case fits graphic designers, branding experts, and social media creators requiring precise text integration in posters, infographics, and interface prototypes—ensuring even micro-fonts remain legible and perfectly aligned, powered by advanced Transformer-based semantic understanding.
FLUX.2 offers unparalleled interpretation of structured, multi-part prompts, allowing for sophisticated multi-subject scenes and complex spatial arrangements. With support for high-resolution editing up to 4 million pixels, the API facilitates seamless image-to-image transformations and precision local adjustments—providing an efficient, one-stop solution for professional digital artists and visionaries who demand logical consistency in large-scale creative projects.
See how models from different providers stack up — compare performance, pricing, and unique strengths to make an informed decision.
| Model | Reference Image Limit | Output Num | Resolution | Model |
|---|---|---|---|---|
| Flux.2 | 10 | 1 | 2K | 1:1 3:2 2:3 3:4 4:3 4:5 5:4 9:16 16:9 21:9 |
| Flux.1 | 1 | 1 | 256P~4K | Width[256, 4096]px; Height[256, 4096]px |
| Qwen-Image | 3 | 1~6 | 512P~2K | Width[512, 2048]px; Height[512, 2048]px |
| Nano Banana 2 | 14 | 1 | 4K, 2K, 1K | 1:1 3:2 2:3 3:4 4:3 4:5 5:4 9:16 16:9 21:9 |
| Seedream 5.0 Lite | 14 | 1~15 | 2K~4K+ | 1:1 3:2 2:3 3:4 4:3 4:5 5:4 9:16 16:9 21:9 |
Get started in minutes — follow these simple steps to integrate and deploy models through Atlas Cloud's platform.
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Combining the advanced Flux.2 Image Models models with Atlas Cloud's GPU-accelerated platform provides unmatched performance, scalability, and developer experience.
Low Latency:
GPU-optimized inference for real-time reasoning.
Unified API:
Run Flux.2 Image Models, GPT, Gemini, and DeepSeek with one integration.
Transparent Pricing:
Predictable per-token billing with serverless options.
Developer Experience:
SDKs, analytics, fine-tuning tools, and templates.
Reliability:
99.99% uptime, RBAC, and compliance-ready logging.
Security & Compliance:
SOC 2 Type II, HIPAA alignment, data sovereignty in US.
It unifies image generation, local editing, and multi-image composition. FLUX.2 is 30%-50% faster than its predecessor and natively supports 4MP high-resolution output, achieving photorealistic excellence in physical logic, lighting, and textures.
FLUX.2 renders sharp, accurate text even in complex scenes, supporting long paragraphs and micro-fonts. By integrating the Mistral-3 24B vision-language model, it excels at infographics, UI mockups, and text-heavy brand assets.
FLUX.2 is developed by Black Forest Labs (BFL), founded by the original creators of Stable Diffusion (SDXL). The team pioneered Latent Diffusion technology and now redefines visual intelligence through a 32B parameter Rectified Flow architecture.
Seedance 2.5 API is now available on Atlas Cloud! It gives developers ByteDance's newest video model. It generates up to 30 seconds of native video in a single pass from text, a single image, or as many as 50 multimodal references, with synchronized audio and in-frame multilingual text. On Atlas Cloud you reach it through one key, with subject consistency and improved physics keeping long shots coherent. (Update: Seedance 2.5 1080P API Is Available NOW!)
Wan 3.0 API is the next generation of Alibaba's Wan video family, built to push long-form generation, multi-reference control, and audiovisual quality to new heights. Atlas Cloud already hosts Wan 2.7, 2.6, and 2.5, and Wan 3.0 runs on the same unified key with no separate setup. Start building today. Scroll down to the showcase to see what Wan 3.0 can create.
MiniMax H3 is MiniMax's multimodal video family for text, image, and reference guided creation. Across supported routes, it preserves subjects from reference media, offers flexible aspect ratios, and pairs generated sound with visuals through H3 Developer, with output profiles selected by endpoint. Atlas Cloud unifies the family behind one OpenAI-compatible key with transparent pay-as-you-go pricing from the standard rate of $0.038 per second. Start building today.
The gpt-image-2.5 family from OpenAI gives developers a choice of Flare and Sunburst for production image workflows. Render at arbitrary resolutions up to 3840x2160 and select from five quality tiers, including xhigh and max, to match specific output requirements. Atlas Cloud provides ready-to-use REST inference with no cold starts and standard pricing from $0.004 per generation. Start building today.
Seedream 5.0 Pro API gives developers ByteDance's controllable image editing model on Atlas Cloud. It places edits precisely with anchors and coordinates, separates images into editable layers, fuses multiple references, and matches exact colors and materials, with multilingual text at 2K and 3K. On Atlas Cloud you reach it through one key!
Seedance 2.0 is ByteDance’s production video model for precise shot creation. Turn prompts into video, animate a first-frame image with optional last-frame guidance, or shape results with reference media and optional web search. Atlas Cloud brings these workflows into one unified API with transparent pay-as-you-go pricing and one OpenAI-compatible key. Start building today.
The Kling 3.0 API brings Kuaishou's flagship video suite to Atlas Cloud through one OpenAI-compatible key. It spans two models, Kling 3.0 for AI Director storytelling, multilingual lip-sync, and precise on-screen text, and Kling 3.0 Omni (O3) for subject and voice cloning from a short video or image. Both generate native audio in the same pass, with output up to 4K. Build cinematic narratives, global marketing, multilingual ads, and serialized character content on reliable infrastructure.
Grok Imagine Video gives developers access to xAI’s video family for creating, animating, extending, and editing clips. Generate 1 to 15 second videos from prompts, guide people, objects, or styles with up to seven reference images, and work at 480p or 720p. Atlas Cloud brings these capabilities together through OpenAI-compatible endpoints with transparent pay-as-you-go pricing. Start building today.
Vidu Q4 is Vidu's latest flagship video model, designed for image-to-video and reference-to-video generation. It can animate a single still image and create automatic scene transitions, giving developers two input paths for different product workflows. Atlas Cloud provides dedicated API endpoints with published parameter schemas at the verified standard price of $0.04 per second. Start building today.
Gemini Omni 1.1 Flash is Google DeepMind’s natively multimodal video family for flexible production workflows. Edit existing footage through text instructions, maintain visual consistency with up to 10 reference images and 3 video clips, or extend a shot in chainable segments to 40 seconds. Access every workflow on Atlas Cloud with one OpenAI-compatible API key, pay-as-you-go pricing, and Day-0 availability. Start building today.
Nano Banana 2.1 is Google's image model family built on Gemini 3.6 Flash. It delivers Pro-level generation and editing at Flash-level speed, supports natural-language edits and merges across 1 to 14 input images, and maintains consistency for up to 4 characters and 10 objects. Through Atlas Cloud, developers can access the family with one OpenAI-compatible key, reliable uptime, and Day-0 availability. Start building today.
Build with the Nano Banana 2 API, powered by Google's Gemini 3.1 Flash Image model. It generates native 4K visuals up to 4096x2304 with accurate text rendering and consistent characters across up to 14 reference images for both generation and editing. On Atlas Cloud you reach it through one unified API alongside 300+ models, with pricing from $0.04 per image, 99.99% uptime, and free credits to start.
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