Kling 3.0 Video 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.
Explore the Leading Kling 3.0 Video Models
Atlas Cloud provides you with the latest industry-leading creative models.
What Makes Kling 3.0 Video Models Stand Out
Atlas Cloud provides you with the latest industry-leading creative models.
Native Audio-Visual Sync
Achieves precise lip-syncing for multiple languages and dialects (CN, EN, JP, KR, ES), delivering an immersive experience.
Intelligent Storyboarding
Built-in "AI Director" automatically schedules camera angles and shot sizes for one-click cinematic storytelling.
All-Round Video Editing
The Omni model supports video inpainting and character replacement, enabling flexible modification and material fission.
Ultimate Subject Consistency
Deep visual anchoring ensures characters, props, and scenes remain stable even during complex movements.
15s Extended Generation
Breaks duration limits to produce complete, rhythmically distinct narratives with full plot arcs in a single cycle.
Peak speed
Lowest cost
| Modality | Description |
|---|---|
| Kling 3.0 Std T2V API(Text To Video) | Kling 3.0 Std T2V API empowers developers to transform text prompts into cinematic video clips. By defining cameras, scenes, and motion, it generates fluid, audio-synced content optimized for professional storyboarding, dynamic marketing, and social media storytelling. |
| Kling 3.0 Std I2V API(Image To Video) | Kling 3.0 Std I2V API converts static images and text prompts into video clips. By supporting reference and end frame control, it guides motion trajectories and generates audio-synced content for visual continuity and standard marketing assets. |
| Kling 3.0 Pro T2V API(Text To Video) | Kling 3.0 Pro T2V API generates high-fidelity video from text prompts with advanced physics and cinematic textures. It supports multi-shot storytelling, providing higher detail and visual complexity than the Standard version. |
| Kling 3.0 Pro I2V API(Image To Video) | Kling 3.0 Pro I2V API transforms images into high-resolution videos with enhanced detail preservation. It offers professional-grade camera control and precise audio-visual synchronization for high-end commercial production. |
| Kling Video O3 Std T2V API(Text To Video) | Kling Video O3 Std T2V API generates video from text. It supports native audio generation. |
| Kling Video O3 Std I2V API(Image To Video) | Kling Video O3 Std I2V API uses images and text to generate video with high reference adherence. It is designed for tasks requiring stable character or product representation within a standard-resolution workflow. |
| Kling Video O3 Std R2V(Video To Video) | Kling Video O3 Std R2V API generates creative videos using character, prop, or scene references. Supports up to 7 reference images and optional video input. It enables video restyling and attribute editing for standard-quality social media and experimental content. |
| Kling Video O3 Std Video Edit API(Video To Video) | Kling Video O3 Std Video Edit API(Video To Video) enables natural-language video edits: remove or replace objects, change backgrounds, add effects, and more. |
| Kling Video O3 Pro T2V API(Text To Video) | Kling Video O3 Pro T2V API provides text-to-video generation. It delivers professional-grade character consistency and cinematic lighting across complex scenes for film-quality storytelling. |
| Kling Video O3 Pro I2V API(Image To Video) | Kling Video O3 Pro I2V API converts images into professional-quality video using reference-first architecture. It ensures high-fidelity preservation of visual details and fluid motion for premium digital marketing and visual effects. |
| Kling Video O3 Pro R2V(Video To Video) | Kling Video O3 Pro R2V offers video transformation and restyling. It maintains pixel-level control and motion stability for professional video editing and high-end visual modifications. |
| Kling Video O3 Pro Video Edit(Video To Video) | Kling Video O3 Pro Video Edit (Video To Video) facilitates high-quality video modifications through natural-language prompts. It provides advanced object removal, background substitution, and effect integration with professional-grade precision and detail preservation. |
New features of Kling 3.0 Video Models + Showcase
Combining advanced models with Atlas Cloud's GPU-accelerated platform delivers unmatched speed, scalability, and creative control for image and video generation.
Intelligent Cinematic Storytelling (Kling 3.0)
Kling 3.0 introduces an "AI Director" that intuitively grasps the narrative flow from prompts, automatically orchestrating shot composition and camera angles to achieve advanced cinematic techniques like shot-reverse-shot dialogue sequences. It delivers mature visual storytelling in a single generation, making complex cinematic expressions accessible to every creator.
Multilingual Audio-Visual Sync & High-Fidelity Text (Kling 3.0)
Kling 3.0 achieves precise mapping between text and visual characters, supporting mixed-language dialogue (Chinese, English, Japanese, Korean, Spanish, etc.) and dialects with natural, fluid lip-syncing. It directly meets the needs of e-commerce and global marketing for high-fidelity text display and localized content production.
Professional-Grade Subject Consistency (Kling O3)
Kling O3 supports extracting character features from uploaded or shot 3–8 second videos, perfectly restoring the character’s appearance, physique, and aura. It unlocks the creative thrill of "starring in your own movie," making it ideal for short dramas and serial content requiring high character consistency.
What You Can Do with Kling 3.0 Video Models
Discover practical use cases and workflows you can build with this model family — from content creation and automation to production-grade applications.
Dynamic Physics Simulation with the Kling 3.0 API
Kling 3.0 utilizes advanced physical modeling to generate realistic interactions between complex objects, including fluid dynamics, cloth movement, and structural collisions. By simulating real-world gravity and material properties, the API produces high-fidelity motion suitable for professional visual effects, realistic product commercials, and technical demonstrations that require precise physical accuracy.
Consistent Character Narratives Using the Kling 3.0 API
Leveraging reference-driven technology, Kling 3.0 maintains strict character and stylistic consistency across multiple generated clips. This capability allows developers to build cohesive multi-shot sequences with stable facial features and environmental lighting. It is an ideal solution for digital human creation, serialized storytelling, and brand-consistent marketing campaigns that require visual uniformity.
Precision Video Editing and Transformation with Kling 3.0 API
The Kling 3.0 API enables complex video-to-video modifications through natural language instructions, allowing for seamless background replacement, object removal, and style transfer. By preserving the original motion structure while altering specific visual attributes, the API streamlines the post-production workflow for creative agencies and social media platforms seeking efficient, high-resolution content iteration.
Model Comparison
See how models from different providers stack up — compare performance, pricing, and unique strengths to make an informed decision.
| Model | Input Types | Output Duration | Resolution | Audio Generation |
|---|---|---|---|---|
| Kling 3.0 | Text, Image, Video | 5s;10s | 720P | √ |
| Kling O1 | Text, Image | 5s;10s | 720P | × |
| Kling 2.6 | Text, Image, Video | 5s;10s | 720P | √ |
| Seedance 2.0 | Text, Image, Video, Audio | 4~15s | 2K, 1080P, 720P, 480P | √ |
| Veo 3.1 | Text, Image | 4s, 6s, 8s | 1080P, 720P | √ |
| Wan 2.6 | Text, Image, Video, Audio | 5s, 10s, 15s | 1080P, 720P | √ |
| Hailuo 2.3 | Text, Image | 5s | 1080P | × |
How to Use Kling 3.0 Video Models on Atlas Cloud
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Why Use Kling 3.0 Video Models on Atlas Cloud
Combining the advanced Kling 3.0 Video 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 Kling 3.0 Video 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 Kling 3.0 Video Models
By integrating Video Subject References, Image Subject References, and Voice/Tone References.
The Standard version balances generation speed and quality, making it suitable for social media content and rapid prototyping. The Pro version is designed for professional film and video requirements, offering more realistic physical dynamics simulation and finer material texture output.
R2V focuses on "global reshaping," such as converting live-action video into specific animation or realistic art styles. In contrast, Video Edit focuses on "instruction-based modification," allowing for precise post-production operations like adding, deleting, or modifying specific elements within the video.
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Wan 2.7 Video 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.
Nano Banana 2 Image 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.
Seedream 5.0 Image 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.
Seedance 2.0 Video 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.
Kling 3.0 Video 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.
Vidu Video 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.
Van Video Models
Built on the Wan 2.5 and 2.6 frameworks, Van Model is a flagship AI video series that delivers superior high-resolution outputs with unmatched creative freedom. By blending cinematic 3D VAE visuals with Flow Matching dynamics, it leverages proprietary compute distillation to offer ultra-fast inference speeds at a fraction of the cost, making it the premier engine for scalable, high-frequency video production on a budget.
MiniMax LLM Models
As a premier suite of Large Language Models (LLMs) developed by MiniMax AI, MiniMax is engineered to redefine real-world productivity through cutting-edge artificial intelligence. The ecosystem features MiniMax M2.5, which is purpose-built for high-efficiency professional environments, and MiniMax M2.1, a model that offers significantly enhanced multi-language programming capabilities to master complex, large-scale technical tasks. By achieving SOTA performance in coding, agentic tool use, intelligent search, and office workflow automation, MiniMax empowers users to streamline a wide range of economically valuable operations with unparalleled precision and reliability.
Moonshot LLM Models
Kimi is a large language model developed by Moonshot AI, designed for reasoning, coding, and long-context understanding. It performs well in complex tasks such as code generation, analysis, and intelligent assistants. With strong performance and efficient architecture, Kimi is suitable for enterprise AI applications and developer use cases. Its balance of capability and cost makes it an increasingly popular choice in the LLM ecosystem.
Promote Models (Qwen)
Wan 2.7 Video 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.
Nano Banana 2 Image 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.
Seedream 5.0 Image 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.
Seedance 2.0 Video 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.
Kling 3.0 Video 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.
Vidu Video 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.
Van Video Models
Built on the Wan 2.5 and 2.6 frameworks, Van Model is a flagship AI video series that delivers superior high-resolution outputs with unmatched creative freedom. By blending cinematic 3D VAE visuals with Flow Matching dynamics, it leverages proprietary compute distillation to offer ultra-fast inference speeds at a fraction of the cost, making it the premier engine for scalable, high-frequency video production on a budget.
MiniMax LLM Models
As a premier suite of Large Language Models (LLMs) developed by MiniMax AI, MiniMax is engineered to redefine real-world productivity through cutting-edge artificial intelligence. The ecosystem features MiniMax M2.5, which is purpose-built for high-efficiency professional environments, and MiniMax M2.1, a model that offers significantly enhanced multi-language programming capabilities to master complex, large-scale technical tasks. By achieving SOTA performance in coding, agentic tool use, intelligent search, and office workflow automation, MiniMax empowers users to streamline a wide range of economically valuable operations with unparalleled precision and reliability.
Moonshot LLM Models
Kimi is a large language model developed by Moonshot AI, designed for reasoning, coding, and long-context understanding. It performs well in complex tasks such as code generation, analysis, and intelligent assistants. With strong performance and efficient architecture, Kimi is suitable for enterprise AI applications and developer use cases. Its balance of capability and cost makes it an increasingly popular choice in the LLM ecosystem.
