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.
探索領先模型
Atlas Cloud 為您提供最新的行業領先創意模型。
Kling3.0 Models 的核心亮點
Atlas Cloud 為您提供業界領先的最新創意模型。
原生影音同步
實現多種語言和方言（CN、EN、JP、KR、ES）的精準嘴型同步，帶來沉浸式體驗。
智慧分鏡
內建「AI 導演」自動調度運鏡角度與景別，實現一鍵電影級敘事。
全能影片剪輯
Omni 模型支援影片重繪（Inpainting）與角色替換，實現靈活修改與素材裂變。
極致主體一致性
深度視覺錨定技術可確保角色、道具和場景即使在複雜動作中也能保持穩定。
15秒延伸生成
突破時長限制，僅需單次生成即可產出包含完整劇情弧線、節奏鮮明的完整敘事。
峰值速度
最低成本
| 模態 | 描述 |
|---|---|
| Kling 3.0 Std T2V API(Text To Video) | Kling 3.0 Std T2V API 賦能開發者將文字提示詞轉化為電影級影片片段。透過定義運鏡、場景和動作，它能生成流暢、音畫同步的內容，專為專業分鏡腳本繪製、動態行銷和社群媒體敘事而優化。 |
| Kling 3.0 Std I2V API(Image To Video) | Kling 3.0 Std I2V API 將靜態影像和文字提示詞轉換為影片片段。透過支援參考幀和結束幀控制，它引導運動軌跡並生成音畫同步內容，以實現視覺連貫性和標準行銷素材。 |
| Kling 3.0 Pro T2V API(Text To Video) | Kling 3.0 Pro T2V API 能夠根據文字提示生成具有先進物理特性和電影級紋理的高保真影片。它支援多鏡頭敘事，相比 Standard 版本提供更高的細節和視覺複雜度。 |
| Kling 3.0 Pro I2V API(Image To Video) | Kling 3.0 Pro I2V API 將影像轉換為具備強化細節保留能力的高解析度影片。它為高端商業製作提供專業級的攝影機控制與精確的視聽同步。 |
| Kling Video O3 Std T2V API(Text To Video) | Kling Video O3 Std T2V API 可根據文字產生影片。它支援原生音訊生成。 |
| Kling Video O3 Std I2V API(Image To Video) | Kling Video O3 Std I2V API 使用圖像和文字生成具有高參考還原度的影片。它專為在標準解析度工作流程中需要穩定角色或產品呈現的任務而設計。 |
| Kling Video O3 Std R2V(Video To Video) | Kling Video O3 Std R2V API 使用角色、道具或場景參考生成創意影片。支援最多 7 張參考圖像和可選的影片輸入。它具備影片風格重塑和屬性編輯功能，適用於標準畫質的社群媒體和實驗性內容。 |
| Kling Video O3 Std Video Edit API(Video To Video) | Kling Video O3 Std Video Edit API(Video To Video) 支援自然語言影片編輯：移除或替換物件、更換背景、添加特效等。 |
| Kling Video O3 Pro T2V API(Text To Video) | Kling Video O3 Pro T2V API 提供文生視頻生成功能。它在複雜的場景中提供專業級的人物一致性和電影級的光影效果，實現電影品質的敘事。 |
| Kling Video O3 Pro I2V API(Image To Video) | Kling Video O3 Pro I2V API 利用參考優先架構將影像轉換為專業品質的影片。它確保了視覺細節的高保真保留和流暢的動作，適用於高端數位行銷和視覺特效。 |
| Kling Video O3 Pro R2V(Video To Video) | Kling Video O3 Pro R2V 提供影片轉換和風格重塑功能。它具備像素級控制和動態穩定性，適用於專業影片剪輯和高階視覺修改。 |
| Kling Video O3 Pro Video Edit(Video To Video) | Kling Video O3 Pro Video Edit (Video To Video) 透過自然語言提示詞實現高品質影片修改。它提供進階物件移除、背景替換和特效整合功能，具備專業級的精確度與細節保留。 |
Kling3.0 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。
智慧電影級敘事 (Kling 3.0)
Kling 3.0 引入了「AI 導演」功能，能從提示詞中直觀把握敘事脈絡，自動編排鏡頭構圖和運鏡角度，從而實現正反打對話序列等高級電影技法。它僅需一次生成即可呈現成熟的視覺敘事，讓每位創作者都能輕鬆駕馭複雜的電影表達。
多語言音畫同步與高傳真文字 (Kling 3.0)
Kling 3.0 實現了文字與視覺字符的精準映射，支援中英日韓西等混合語言對話及方言，嘴型同步自然流暢。它直接滿足了電商和全球行銷對高保真文字展示及在地化內容製作的需求。
專業級主體一致性 (Kling O3)
Kling O3 支援從上傳或拍攝的 3–8 秒影片中提取人物特徵，完美還原人物的相貌、身形和神態。它開啟了「主演自己電影」的創作快感，非常適合對人物一致性要求極高的短劇和連載內容。
使用 Kling3.0 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 Kling 3.0 API 進行動態物理模擬
Kling 3.0 利用先進的物理建模技術生成複雜物體之間逼真的交互，包括流體力學、布料動態和結構碰撞。透過模擬現實世界的重力和材質屬性，該 API 可生成適用於專業視覺特效、逼真產品廣告和需要精確物理精度的技術演示的高保真動態。
使用 Kling 3.0 API 建立一致的角色敘事
利用參考驅動技術，Kling 3.0 在生成的多個片段中保持了嚴格的角色和風格一致性。這項能力使開發者能夠構建具有穩定面部特徵和環境光照的連貫多鏡頭序列。它是需要視覺統一性的數位人創作、連載敘事和品牌一致性行銷活動的理想解決方案。
使用 Kling 3.0 API 進行精準影片編輯與變換
Kling 3.0 API 透過自然語言指令實現複雜的視訊對視訊（video-to-video）修改，支援無縫背景替換、物件移除和風格轉換。該 API 在保留原始動態結構的同時更改特定視覺屬性，從而為尋求高效、高解析度內容迭代的創意代理商和社群媒體平台簡化了後製工作流程。
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 | 輸入類型 | 輸出時長 | 解析度 | 音訊生成 |
|---|---|---|---|---|
| Kling 3.0 | 文本、圖片、影片 | 5s;10s | 720P | √ |
| Kling O1 | 文本，圖像 | 5s;10s | 720P | × |
| Kling 2.6 | 文本、圖像、影片 | 5s;10s | 720P | √ |
| Seedance 2.0 | 文本、圖像、影片、音訊 | 4~15s | 2K, 1080P, 720P, 480P | √ |
| Veo 3.1 | 文本、圖像 | 4s, 6s, 8s | 1080P, 720P | √ |
| Wan 2.6 | 文字、圖像、影片、音訊 | 5s, 10s, 15s | 1080P, 720P | √ |
| Hailuo 2.3 | 文本、圖像 | 5s | 1080P | × |
如何在 Atlas Cloud 上使用 Kling3.0 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 Kling3.0 Models
將先進的 Kling3.0 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 Kling3.0 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 Kling3.0 Models 的常見問題
透過整合影片主體參考、影像主體參考以及聲音/語調參考。
標準版平衡了生成速度與品質，適用於社群媒體內容和快速原型設計。專業版專為專業影視需求設計，提供更逼真的物理動態模擬和更精細的材質紋理輸出。
R2V 專注於「全局重塑」，例如將真人影片轉換為特定的動畫或寫實藝術風格。相比之下，Video Edit 專注於「基於指令的修改」，支援精確的後製操作，如新增、刪除或修改影片中的特定元素。
探索更多系列
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
