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.
探索領先模型
Atlas Cloud 為您提供最新的行業領先創意模型。
峰值速度
最低成本
| 模型 | 正式名稱 |
|---|---|
| Nano Banana 2 T2I API(Text to Image) | Nano Banana 2 文字轉圖像 API 賦能開發者將文字提示轉換為具有原生 4K 精確度的驚艷電影級視覺作品。透過利用先進的場景控制邏輯，它能夠為高並發創意工作流程生成精緻的細節和復雜的多角色構圖。 |
| Nano Banana 2 Edit API(Image to Image) | Nano Banana 2 Edit API 賦予開發者將現有圖像轉化為精緻或重構的傑作，並保持無縫的一致性。透過利用最先進的引導式擴散技術，它能產生精確的風格轉換和結構修改，適用於專業級的資產迭代和行銷設計。 |
| Nano Banana 2 T2I Developer API(Text to Image Developer) | Nano Banana 2 文字轉圖像開發者 API 提供同樣的電影級 4K 生成功能。雖然它以較低的成本保留了針對複雜構圖的完整創意邏輯，但穩定性較低。 |
| Nano Banana 2 Edit Developer API(Image to Image Developer) | Nano Banana 2 Edit Developer API 以較低的成本提供高傳真風格轉換和結構修改。它提供與標準版相同的專業級資產迭代能力，但在峰值負載下，使用者可能會遇到回應穩定性波動的情況。 |
Nano Banana2 Models 新功能 + 展示
將先進模型與 Atlas Cloud 的 GPU 加速平台相結合，為圖像和視頻生成提供無與倫比的速度、可擴展性和創意控制。
使用 Nano Banana 2 API 實現具備極致細節的原生 4K 解析度
Nano Banana 2 生成原生 4K 影像，專注於結構準確性。透過捕捉逼真的光線反射和複雜的人體解剖結構等細微細節，它確保了整個畫面的視覺一致性。即使是影像中精確的文字渲染等具挑戰性的元素，也能清晰銳利地處理。
透過 Nano Banana 2 API 實現極速生成
專為效率而設計，Nano Banana 2 在高品質輸出與顯著縮短的渲染時間之間取得了平衡。這種效能帶來了更流暢的創作流程，使其特別適用於電子商務和社群媒體行銷等高產量行業，因為這些行業的專案交付週期通常很緊湊。它非常適合需要快速迭代的電商廣告和社群媒體營運。
使用 Nano Banana 2 API 實現卓越的多角色與複雜場景控制
Nano Banana 2 提供了對多主體交互和複雜背景的穩定控制。它在單個提示詞內保持邏輯空間關係和角色一致性，允許用戶在不丟失圖像核心敘事的情況下創建精緻、多層次的構圖。
使用 Nano Banana2 Models 可以做什麼
探索使用該模型家族可以構建的實際應用場景和工作流 — 從內容創作、自動化到生產級應用。
使用 Nano Banana 2 API 打造電影級 4K 創意視覺效果
Nano Banana 2 API 讓創作者能夠以無與倫比的光影精確度生成原生 4K 影像。該 API 是高端品牌廣告和概念藝術的理想選擇，可確保複雜解剖渲染的結構準確性以及清晰的文字整合。透過在整個畫面中保持高保真紋理，它為專業級創意工作流程和大幅面數位資產提供了堅實的基礎。
使用 Nano Banana 2 API 進行高速電商資產生成
針對快速的行銷週期，Nano Banana 2 API 提供領先業界的生成速度，且不犧牲輸出品質。它非常適合電子商務活動和社群媒體營運，讓品牌能夠即時迭代以產品為核心的視覺內容。這種最佳化的效能大幅縮短了專案交付週期，使其成為需要兼顧速度與卓越視覺效果的高流量數位商店的必備工具。
使用 Nano Banana 2 API 進行進階多角色合成
Nano Banana 2 擅長在單一提示詞（prompt）內處理複雜的空間關係和多主體敘事。透過利用卓越的場景控制邏輯，該 API 在複雜的環境中保持了視覺連貫性和角色一致性。此應用案例非常適合敘事插圖、世界建構和精密的行銷設計，這些場景需要在統一的高解析度場景中精確協調多個元素。
模型對比
查看不同廠商的模型表現 — 對比效能、價格和獨特優勢，做出明智決策。
| 模型 | 參考影像限制 | 輸出數量 | 解析度 | 長寬比 |
|---|---|---|---|---|
| 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 |
| 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 |
| 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 |
如何在 Atlas Cloud 上使用 Nano Banana2 Models
幾分鐘即可上手 — 按照以下簡單步驟，透過 Atlas Cloud 平台整合和部署模型。
建立 Atlas Cloud 帳戶
在 atlascloud.ai 註冊並完成驗證。新用戶可獲得免費額度，用於探索平台和測試模型。
為何在 Atlas Cloud 使用 Nano Banana2 Models
將先進的 Nano Banana2 Models 模型與 Atlas Cloud 的 GPU 加速平台相結合，提供無與倫比的效能、可擴展性和開發體驗。
效能與靈活性
低延遲：
GPU 最佳化推理，實現即時回應。
統一 API：
一次整合，暢用 Nano Banana2 Models、GPT、Gemini 和 DeepSeek。
透明定價：
按 Token 計費，支援 Serverless 模式。
企業與規模
開發者體驗：
SDK、資料分析、微調工具和模板一應俱全。
可靠性：
99.99% 可用性、RBAC 權限控制、合規日誌。
安全與合規：
SOC 2 Type II 認證、HIPAA 合規、美國資料主權。
關於 Nano Banana2 Models 的常見問題
原生 4K 指直接生成高解析度影像而非經插值放大，支援高達 4096*2304 的解析度。我們亦提供 2K 級別規格，針對高速預覽和社群媒體應用情境進行了最佳化。
Atlas Cloud 透過控制台和 API 提供可配置的輸出尺寸和長寬比，以便您可以匹配 1:1、16:9、9:16 等常見格式。（具體選項取決於所選的端點和模型設定。）
Edit API 利用引導擴散技術實現精確的風格轉換和結構修改。它允許開發人員在保持無縫一致性的同時，對現有資產進行迭代、重構或優化，非常適合專業資產迭代和行銷設計。
因為交付至關重要：涵蓋文生圖和圖生圖工作流程的統一 API / 清晰的定價 + 用量追蹤 / 無需重建管線即可輕鬆更換模型
探索更多系列
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.
Happy Horse 1.0
HappyHorse-1.0 is a mysterious AI video generation model that recently claimed the #1 spot on the Artificial Analysis Video Arena leaderboard. Submitted pseudonymously without a verifiable team identity, this 15B parameter unified Transformer features a 40-layer architecture that jointly denoises text tokens, image latents, video tokens, and audio tokens in a single sequence. The model supports both text-to-video (T2V) and image-to-video (I2V) generation with native multilingual audio synthesis for Chinese, English, Japanese, Korean, German, and French—all produced in one unified forward pass without cross-attention mechanisms.
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.
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.
GLM LLM Models
GLM is a cutting-edge LLM series by Z.ai (Zhipu AI) featuring GLM-5, GLM-4.7, and GLM-4.6. Engineered for complex systems and long-horizon agentic tasks, GLM-5 outperforms top-tier closed-source models in elite benchmarks like Humanity’s Last Exam and BrowseComp. While GLM-4.7 specializes in reasoning, coding, and real-world intelligent agents, the entire GLM suite is fast, smart, and reliable, making it the ultimate tool for building websites, analyzing data, and delivering instant, high-quality answers for any professional workflow.
Open AI Model Families
Explore OpenAI’s language and video models on Atlas Cloud: ChatGPT for advanced reasoning and interaction, and Sora-2 for physics-aware video generation.
Seedream4.5 Models
Seedream 4.5, developed by ByteDance’s Jimeng AI, is a versatile, high-fidelity model that unifies creative generation with precise image editing. Engineered for professional consistency and intricate text rendering, it excels at multi-subject fusion, brand identity, and high-resolution marketing assets. By bridging spatial logic with artistic control, Seedream 4.5 empowers designers with a seamless, instruction-driven workflow that transforms complex concepts into polished, commercial-grade visuals.
Vidu Models
Vidu, a joint innovation by Shengshu AI and Tsinghua University, is a high-performance video model powered by the original U-ViT architecture that blends Diffusion and Transformer technologies. It delivers long-form, highly consistent, and dynamic video content tailored for professional filmmaking, animation design, and creative advertising. By streamlining high-end visual production, Vidu empowers creators to transform complex ideas into cinematic reality with unprecedented efficiency.
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.
Happy Horse 1.0
HappyHorse-1.0 is a mysterious AI video generation model that recently claimed the #1 spot on the Artificial Analysis Video Arena leaderboard. Submitted pseudonymously without a verifiable team identity, this 15B parameter unified Transformer features a 40-layer architecture that jointly denoises text tokens, image latents, video tokens, and audio tokens in a single sequence. The model supports both text-to-video (T2V) and image-to-video (I2V) generation with native multilingual audio synthesis for Chinese, English, Japanese, Korean, German, and French—all produced in one unified forward pass without cross-attention mechanisms.
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.
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.
GLM LLM Models
GLM is a cutting-edge LLM series by Z.ai (Zhipu AI) featuring GLM-5, GLM-4.7, and GLM-4.6. Engineered for complex systems and long-horizon agentic tasks, GLM-5 outperforms top-tier closed-source models in elite benchmarks like Humanity’s Last Exam and BrowseComp. While GLM-4.7 specializes in reasoning, coding, and real-world intelligent agents, the entire GLM suite is fast, smart, and reliable, making it the ultimate tool for building websites, analyzing data, and delivering instant, high-quality answers for any professional workflow.
Open AI Model Families
Explore OpenAI’s language and video models on Atlas Cloud: ChatGPT for advanced reasoning and interaction, and Sora-2 for physics-aware video generation.
Seedream4.5 Models
Seedream 4.5, developed by ByteDance’s Jimeng AI, is a versatile, high-fidelity model that unifies creative generation with precise image editing. Engineered for professional consistency and intricate text rendering, it excels at multi-subject fusion, brand identity, and high-resolution marketing assets. By bridging spatial logic with artistic control, Seedream 4.5 empowers designers with a seamless, instruction-driven workflow that transforms complex concepts into polished, commercial-grade visuals.
Vidu Models
Vidu, a joint innovation by Shengshu AI and Tsinghua University, is a high-performance video model powered by the original U-ViT architecture that blends Diffusion and Transformer technologies. It delivers long-form, highly consistent, and dynamic video content tailored for professional filmmaking, animation design, and creative advertising. By streamlining high-end visual production, Vidu empowers creators to transform complex ideas into cinematic reality with unprecedented efficiency.
