Nano Banana Models
Google’s Nano Banana (Gemini 3 Image) series, featuring both standard and Pro models, combines deep semantic understanding with seamless integration for precise detail control. While the standard version delivers high-quality 1K outputs, Nano Banana Pro elevates professional workflows with versatile 1K/2K/4K resolution options with higher quality, making it the ideal solution for any creative or commercial application.
Explore the Leading Nano Banana Models
Atlas Cloud provides you with the latest industry-leading creative models.
What Makes Nano Banana Models Stand Out
Atlas Cloud provides you with the latest industry-leading creative models.
Photorealistic Quality
Generates crisp, high-resolution images with accurate lighting, textures, and detail for production use.
Fast, Lightweight Inference
Optimized architecture delivers rapid image generation on modest GPUs and edge hardware.
Fine-Grained Control
Supports styles, presets, and prompt controls so designers can quickly dial in the exact look they want.
Seamless Workflow Integration
Simple APIs and plugins connect Nano Banana to design tools, apps, and pipelines with minimal setup.
Cost-Efficient Creativity
Efficient diffusion kernels and smart caching keep generation costs low, so teams can experiment freely at scale.
Flexible Deployment Options
Flexible Deployment Options Run in the cloud, on-prem, or in VPC environments.
Peak speed
Lowest cost
| Modality | Description |
|---|---|
| Nano Banana Pro T2I API(Text To Image) | The Nano Banana Pro T2I API delivers industry-leading image synthesis, converting complex text prompts into hyper-realistic visuals. Supporting 1K, 2K, and 4K resolutions, it is engineered for high-fidelity creative assets, professional advertising, and premium digital art where every pixel counts. |
| Nano Banana Pro Edit(Image To Image) | The Nano Banana Pro Edit API provides advanced image-to-image transformation with surgical precision. It allows for high-resolution style transfers and content modifications at up to 4K, ensuring professional-grade consistency and detail for iterative design and high-end retouching workflows. |
| Nano Banana T2I API(Text To Image) | The Nano Banana T2I API offers a balanced, high-performance solution for rapid text-to-image generation. Optimized for speed and reliability, it enables developers to scale visual content creation for social media, web assets, and dynamic marketing campaigns with consistent output. |
| Nano Banana Edit API(Image To Image) | The Nano Banana Edit API streamlines the image-to-image editing process, providing reliable prompt-based modifications. It is the ideal tool for high-volume content updates and flexible visual experimentation where efficiency and dependable performance are paramount. |
New features of Nano Banana Models + Showcase
Combining advanced models with Atlas Cloud's GPU-accelerated platform delivers unmatched speed, scalability, and creative control for image and video generation.
Perfect Character Consistency using Nano Banana Pro API
Maintain flawless visual identity across complex scenes with the ability to track up to 5 unique characters simultaneously. By analyzing nuanced physical traits, Nano Banana Pro ensures stable character appearances across multiple generations, making it the premier tool for consistent visual storytelling and serialized creative content.
Ultra-High Definition Rendering using Nano Banana Pro API
Experience unparalleled visual clarity with native 2K output and advanced AI-powered 4K upscaling capabilities. This dual-layer rendering approach produces professional-grade assets with crisp details and rich textures, meeting the rigorous quality standards required for high-end commercial design and large-scale digital displays.
Global Multilingual Text Synthesis using Nano Banana Pro API
Achieve flawless typographic integration with support for perfect text rendering in over 100 languages. From intricate scripts to stylized fonts, the model eliminates common AI lettering artifacts, providing a seamless solution for global branding, localized marketing materials, and high-fidelity graphic design.
Advanced Multi-Image Composition using Nano Banana Pro API
Unlock sophisticated creative workflows by blending up to 14 reference images to guide style, structure, and content. This powerful multi-layered fusion capability allows users to synthesize complex visual concepts with extreme precision, offering ultimate flexibility for professional mood boarding and intricate conceptual art.
What You Can Do with Nano Banana Models
Discover practical use cases and workflows you can build with this model family — from content creation and automation to production-grade applications.
Seamless Character Consistency with the Nano Banana API
The Nano Banana API enables creators and developers to build complex narrative worlds by maintaining flawless visual identity for up to 5 unique characters simultaneously. Ideal for graphic novels, serialized storytelling, and IP development, the API preserves intricate facial features, clothing details, and stylistic traits across diverse environments and lighting conditions—ensuring perfect continuity throughout your entire creative project.
Studio-Grade Commercial Design with the Nano Banana API
For high-impact marketing and global branding, Nano Banana generates hyper-clear imagery with native 2K rendering and advanced 4K AI upscaling. This capability, paired with perfect text rendering in over 100 languages, fits professional advertising, localized campaign visuals, and premium product design. It is the ultimate solution for brands requiring crisp typography and high-fidelity textures that are ready for large-scale digital and print displays.
Complex Multi-Reference Synthesis with the Nano Banana API
Nano Banana supports sophisticated visual workflows by allowing users to fuse up to 14 distinct reference images to deeply inform style, structure, and composition. This use case is designed for professional concept artists and world-builders who need to synthesize intricate visual ideas from multiple sources. By blending diverse reference layers with precise prompt control, the API delivers unparalleled flexibility for high-end mood boarding and complex conceptual art.
Model Comparison
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 | Aspect Ratio |
|---|---|---|---|---|
| Nano Banana Pro | 10 | 1 | 4K, 2K, 1K | 1:1 3:2 2:3 3:4 4:3 4:5 5:4 9:16 16:9 21:9 |
| 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 |
| Qwen-Image | 3 | 1~6 | 512P~2K | Width[512, 2048]px; Height[512, 2048]px |
| Wan 2.6 I2I(Image To Image) | 4 | 1 | 580P~1080P+ | 1:1 3:2 2:3 3:4 4:3 4:5 5:4 9:16 16:9 21:9 9:21 |
How to Use Nano Banana Models on Atlas Cloud
Get started in minutes — follow these simple steps to integrate and deploy models through Atlas Cloud's platform.
Create an Atlas Cloud Account
Sign up at atlascloud.ai and complete verification. New users receive free credits to explore the platform and test models.
Why Use Nano Banana Models on Atlas Cloud
Combining the advanced Nano Banana Models models with Atlas Cloud's GPU-accelerated platform provides unmatched performance, scalability, and developer experience.
Performance & flexibility
Low Latency:
GPU-optimized inference for real-time reasoning.
Unified API:
Run Nano Banana Models, GPT, Gemini, and DeepSeek with one integration.
Transparent Pricing:
Predictable per-token billing with serverless options.
Enterprise & Scale
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.
Frequently Asked Questions about Nano Banana Models
Nano Banana (Gemini 3 Flash Image) is the standard model optimized for fast, high-quality 1K image generation. Nano Banana Pro is an advanced variant designed for professional workflows, offering superior detail control, native 2K rendering, and 4K upscaling capabilities.
For complex compositions and style transfers, Nano Banana Pro supports multimodal inputs of up to 10 reference images. If you want to input more than 10 reference images with better output quality, you can try Nano Banana 2(Reference Image Limit: 14).
Explore More Families
Seedance 2.0 Models
Seedance 2.0（by Bytedance） is a multimodal video generation model that redefines "controllable creation," moving beyond the limitations of text or start/end frames. It supports quad-modal inputs—text, image, video, and audio—and introduces an industry-leading "Universal Reference" system. By precisely replicating the composition, camera movement, and character actions from reference assets, Seedance 2.0 solves critical issues with character consistency and physical coherence, empowering creators to act as true "directors" with deep control over their output.
Grok-Imagine Models
Grok Imagine Image Quality is xAI's latest AI image generation model, delivering studio-grade visuals with up to 2K resolution and razor-sharp detail. It offers best-in-class text rendering across multiple languages, photorealistic outputs with natural lighting, rich textures, and believable physics, plus tighter prompt following and image editing with reference inputs for precise creative control. Ideal for hero images, ad creatives, product renders, and brand-grade visuals.
Gemini Omni
Gemini Omni (by Google DeepMind) is a video generation and editing model launched on May 20, 2026 at Google I/O that redefines the standard for "reasoning-driven creation," built specifically to solve the core challenge of AI video: making output that actually understands what you mean, not just what you type. It fuses Gemini's reasoning engine with generative capability, accepting any mix of images, text, video, and audio to produce consistent, knowledge-grounded output. Unlike models that start from scratch each time, Omni lets you edit through natural conversation — swapping objects, rewriting scenes, shifting styles — while keeping physics, characters, and continuity intact across every turn.
GPT Image 2 Models
GPT Image 2 is a state-of-the-art multimodal foundation model engineered for exceptional text-to-image generation with unprecedented photorealism and creative versatility. Developed by OpenAI as the evolution of the DALL-E lineage, it transforms detailed natural language descriptions into hyper-realistic imagery at up to 4K resolution. With proprietary "Neural Rendering Engine" technology for precise visual control, GPT Image 2 delivers studio-quality results with accurate anatomy, lighting, and composition—making it the premier AI tool for professional creators, enterprises, and developers demanding production-ready visual assets.
Happy Horse 1.0
HappyHorse-1.0 is a unified multimodal AI video generation model that climbed to the top of the Artificial Analysis Video Arena blind-test leaderboard for both text-to-video and image-to-video generation. CNBC Alibaba Group confirmed ownership of HappyHorse, developed under its Alibaba Token Hub (ATH) business unit, where it leads benchmarks outperforming ByteDance's Seedance 2.0 and others. Caixin Global Led by Zhang Di — the former VP of Kuaishou who architected Kling AI — the 15-billion parameter model generates 1080p video with synchronized audio in a single pass using a unified transformer architecture that bypasses the multi-stage pipelines used by every major competitor.
Wan2.7 Models
Launching this March, Wan2.7 is the latest powerhouse in the Qwen ecosystem, delivering a massive upgrade in visual fidelity, audio synchronization, and motion consistency over version 2.6. This all-in-one AI video generator supports advanced features like first-and-last frame control, 3x3 grid synthesis, and instruction-based video editing. Outperforming competitors like Jimeng, Wan2.7 offers superior flexibility with support for real-person image inputs, up to five video references, and 1080P high-definition outputs spanning 2 to 15 seconds, making it the premier choice for professional digital storytelling and high-end content marketing.
Veo3.1 Models
Google DeepMind’s Veo 3.1 represents a paradigm shift in AI video generation, empowering creators with director-level narrative control and cinematic-grade audio quality that seamlessly integrates with its enhanced visual realism. By bridging the gap between imaginative concepts and photorealistic execution, this advanced model offers a transformative solution for a wide range of application scenarios, from professional filmmaking and high-end advertising to immersive digital content creation.
ERNIE Image Models
ERNIE-Image is an open-weight text-to-image model developed by the ERNIE-Image Team at Baidu, built on a single-stream Diffusion Transformer (DiT) with 8B parameters and paired with a lightweight Prompt Enhancer that rewrites short prompts into richer, more structured descriptions before passing them to the diffusion backbone. NYU Shanghai RITS Released on April 15, 2026 under the Apache 2.0 license, it transforms natural language descriptions into detailed imagery with particular strength in text rendering and structured layout generation. ERNIE-Image is designed not only for strong visual quality, but for controllability in practical generation scenarios where accurate content realization matters as much as aesthetics — making it well-suited for commercial posters, comics, multi-panel layouts, and other content creation tasks that require both visual quality and precise control.
GPT Image Models
The GPT Image Family is OpenAI's latest suite of multimodal image generation and editing models, built on the powerful GPT architecture. This family includes three tiers — GPT Image-1, GPT Image-1.5, and GPT Image-1 Mini — each available in both Text-to-Image and Image-to-Image variants. Combining GPT's world-class language understanding with DALL·E-class visual synthesis, these models deliver exceptional prompt adherence, photorealistic rendering, and creative versatility across illustration, photography, design, and visualization tasks. The series offers flexible pricing and quality tiers to match any workflow — from rapid prototyping and high-volume content production to professional-grade final deliverables. Whether you need ultra-fast iterations at minimal cost or maximum quality for brand campaigns, the GPT Image Family has a solution tailored to your needs.
Nano Banana2 Models
Nano Banana 2 (by Google), is a generative image model that perfectly balances lightning-fast rendering with exceptional visual quality. With an improved price-performance ratio, it achieves breakthrough micro-detail depiction, accurate native text rendering, and complex physical structure reconstruction. It serves as a highly efficient, commercial-grade visual production tool for developers, marketing teams, and content creators.
Seedream5.0 Models
Seedream 5.0, developed by ByteDance’s Jimeng AI, is a high-performance AI image generation model that integrates real-time search with intelligent reasoning. Purpose-built for time-sensitive content and complex visual logic, it excels at professional infographics, architectural design, and UI assistance. By blending live web insights with creative precision, Seedream 5.0 empowers commercial branding and marketing with a seamless, logic-driven workflow that turns sophisticated data into stunning, high-fidelity visuals.
Kling3.0 Models
Kuaishou’s flagship video generation suite, Kling 3.0, features two powerhouse models—Kling 3.0 (Upgraded from Kling 2.6) and Kling 3.0 Omni (Kling O3, Upgraded from Kling O1)—both offering high-fidelity native audio integration. While Kling 3.0 excels in intelligent cinematic storytelling, multilingual lip-syncing, and precision text rendering, Kling O3 sets a new standard for professional-grade subject consistency by supporting custom subjects and voice clones derived from video or image inputs. Together, these models provide a comprehensive solution tailored for cinematic narratives, global marketing campaigns, social media content, and digital skit production.
