Kling 3.0 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.
Explore the Leading Kling 3.0 Models
Atlas Cloud provides you with the latest industry-leading creative models.
What Makes Kling 3.0 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 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 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 Models on Atlas Cloud
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Create an Atlas Cloud Account
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Why Use Kling 3.0 Models on Atlas Cloud
Combining the advanced Kling 3.0 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 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 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.
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.
Google's most powerful creative models are all available on Atlas Cloud. Veo 3.1 delivers cinematic video generation, Nano Banana 2 powers high-fidelity image creation, and Gemini brings multimodal intelligence to every workflow. Access the full Google model suite through one API key with Day-0 availability and pay-as-you-go pricing.
ByteDance
From cinematic video generation to high-fidelity image creation, ByteDance's most powerful models are live on Atlas Cloud. Run Seedance and Seedream at scale with the lowest inference pricing and zero infrastructure overhead.
Alibaba
Atlas Cloud brings together Alibaba's full model lineup under one API: Qwen for language and image tasks, Wan for video generation up to 1080p. Access every model pay-as-you-go with no subscriptions. The Alibaba API is available via a single base URL using your existing OpenAI-compatible client.
MAI
MAI-Image-2.5 is Microsoft's latest photorealistic image generation and editing model family, built for commercial design, product photography, and brand-ready content creation. Available in standard and Flash variants for both text-to-image and image editing, it delivers best-in-class Arena ELO scores at competitive pricing — starting from $0.03 per image. With precise text rendering, surgical editing capability, and natural portrait generation, MAI-Image-2.5 is designed for teams that need production-quality visuals without post-processing overhead.
Wan 2.7 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.
Nano Banana 2 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.
Doubao Models
Doubao is ByteDance's family of large language models, engineered for production-grade reasoning, coding, and high-volume agentic workloads. Spanning flagship Seed 2.0 Pro, a dedicated Code Preview variant, cost-efficient Lite and Mini tiers, plus the proven Seed 1.8 and Seed 1.6 generations, the lineup gives developers a single, OpenAI-compatible interface to scale from frontier reasoning down to latency-sensitive, high-throughput tasks. Every Doubao model on Atlas Cloud ships with a 256K-token context window, streaming, and drop-in SDK compatibility — so you can match the right model to each job without rewriting your stack.
Hunyuan 3D
Hunyuan3D is a state-of-the-art 3D generative foundation model from Tencent that turns text prompts and single images into high-quality, textured 3D meshes. Built on a two-stage pipeline—Hunyuan3D-DiT for shape generation via flow-matching diffusion and Hunyuan3D-Paint for multi-view texture synthesis—it produces clean geometry with full PBR materials ready for game engines, AR/VR, 3D printing, and DCC tools. Available in Pro (up to 1.5M faces, 4K PBR textures) and Rapid (2–3 minute lightweight generation) tiers, with both Text-to-3D and Image-to-3D entry points, Hunyuan3D is the premier AI 3D toolkit for game developers, e-commerce teams, and 3D content studios. Generations start at $0.02 each.
