Atlas Cloud is now an authorized U.S. reseller of Dreamina Seedance 2.5 and Seedream 5.0 Pro.Atlas Cloud is now an authorized U.S. reseller of Dreamina Seedance 2.5 and Seedream 5.0 Pro.
Kling O3 is Kuaishou's unified multimodal video model, built with MVL technology for text, image, reference, and video inputs. Guide motion with first and last frames, maintain characters, props, or scenes with up to seven reference images, and select Standard or Pro variants for each workflow. Access the family on Atlas Cloud with transparent pay-as-you-go pricing and reliable infrastructure. Start building today.
Kling o3 is developed by Kuaishou. Atlas Cloud (operated by Atlas Cloud AI LLC) provides access to it and does not own it. All trademarks belong to their respective owners.
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Compare Kling O3 routes for 4K generation, professional output, reference control, image animation, and natural language video editing.
| Modality | Description |
|---|---|
| Kling O3 4K API (Image To Video) | Transform a static image into a cinematic 4K video with Kling O3 and MVL technology. First and last frame control shapes the transition, while audio generation supports finished visual sequences. |
| Kling O3 4K API (Text To Video) | Starting with a text prompt, this Kling O3 endpoint creates high quality 4K video with natural motion. Its unified multimodal architecture also supports audio generation for cinematic scenes and premium content. |
| Kling O3 Pro API (Video Edit) | Edit existing footage through conversational natural language instructions at professional quality. Remove or replace objects, change backgrounds, and apply effects for campaign revisions, creative variations, or targeted scene updates. |
| Kling O3 Pro API (Reference To Video) | Use character, prop, or scene references to guide professional quality video generation. Up to seven reference images and an optional video input help maintain recognizable subjects across branded content and recurring stories. |
| Kling O3 Pro API (Image To Video) | Static artwork and photography become dynamic cinematic video through the Kling O3 MVL architecture. Professional quality, audio generation, and first and last frame control suit polished ads, narrative shots, and product visuals. |
| Kling O3 Pro API (Text To Video) | For projects demanding stronger visual fidelity, this professional endpoint converts text prompts into video with enhanced motion and detail. It fits cinematic concepts, advertising assets, and production ready creative sequences. |
| Kling O3 Standard API (Video Edit) | Natural language commands can remove or replace objects, alter backgrounds, and add effects to videos up to 10 seconds long. Choose this Standard endpoint for efficient corrections, restyling, and short content variations. |
| Kling O3 Standard API (Reference To Video) | When subject consistency matters, guide generation with character, prop, or scene references. The Standard endpoint accepts up to seven reference images plus an optional video input for recurring characters and coherent visual campaigns. |
| Kling O3 Standard API (Image To Video) | Animate a source image into cinematic video using Kling O3 MVL technology. Audio generation and first and last frame control provide practical direction for social clips, concept previews, and image based storytelling. |
| Kling O3 Standard API (Text To Video) | Describe the desired scene in text and receive high quality video with natural motion. Built in audio generation makes this Standard route useful for rapid ideation, short form production, and scalable content creation. |
Kling O3 combines MVL-based text, image, reference, and editing workflows with multi-shot direction, native audio, first and last frame control, three quality tiers, and dedicated 4K generation through one Atlas Cloud integration.
Built on Kuaishou’s MVL technology, Kling O3 spans text to video, image to video, reference-guided creation, and natural language video editing across dedicated endpoints. Start with a prompt, a still, multiple visual references, or existing footage. Atlas Cloud keeps these workflows behind one OpenAI-compatible key, making it practical to route different production steps through the same integration.
For identity-sensitive shots, provide up to seven reference images, or combine up to four images with an optional reference video. Character, prop, and scene references guide the generated footage while prompts direct action, setting, and camera behavior. This mode is designed for serialized stories, branded subjects, and recurring visual elements that need stronger continuity across changing compositions.
Describe the change in plain language and let the video edit endpoint modify existing footage. It can remove or replace objects, change backgrounds, and apply visual effects, while the Standard tier accepts source clips up to 10 seconds and can retain original sound. Use it for targeted revisions, environmental swaps, or product updates when reshooting would slow the workflow.
Plan a sequence with intelligent shot splitting or define as many as six prompt segments yourself. Kling O3 can generate clips from 3 to 15 seconds and add native audio, allowing camera changes, action beats, and sound to develop inside one request. The combination suits dialogue scenes, compact narratives, and rhythm-driven creative where visual continuity and audio timing must work together.
Set the opening image and an optional ending image on supported image to video endpoints, then use a prompt to guide the motion between them. Audio generation and durations from 3 to 15 seconds remain available for the same request. This boundary control is valuable for planned transitions, product animation, and shots that must arrive at a precise final composition.
When delivery resolution leads the brief, dedicated Kling O3 4K endpoints generate video from either text or an image, with audio generation available in both modes. Standard and Pro variants cover the same core creation paths at their respective quality tiers. Move from lower-cost iteration to 4K masters through one Atlas Cloud account with transparent pay-as-you-go pricing.
Run the same prompt through the Kling API and other leading video models on Atlas Cloud, and compare how each handles fast, multi-shot action and cinematic motion in a single scene.
A single continuous cinematic action scene in 10 seconds, one flowing camera move, no hard cuts. A free-runner sprints out of a crowded night market, the camera tracking alongside as neon signs and steam blur past. She vaults over a fruit stall, slides under a lowering shutter, and the camera swings around her as she leaps across a gap between rooftops. Rain starts to fall, catching the neon light, and she lands and keeps running toward the camera as it pulls back to reveal the glowing city skyline behind her. Continuous energetic motion, dynamic tracking camera, grounded physics, reflections and volumetric light, cinematic grading, crisp 1080p.
Kling V3.0 Turbo
Seedance 2.0
Kling v2.5 Turbo Pro
A single continuous cinematic nature scene in 10 seconds, one sweeping camera move, no hard cuts. The camera glides low over a golden savanna at sunrise, following a cheetah as it breaks into a sprint through the tall grass, dust trailing behind. It rises with the cheetah's leap, then cranes up to reveal a herd of gazelles scattering across the plain and a flock of birds lifting off in unison. The camera keeps climbing into a wide aerial as the whole herd streams toward a distant watering hole under warm morning light. Continuous fluid motion, seamless camera movement, volumetric sunlight, dust and atmosphere, cinematic grading, crisp 1080p.
Kling V3.0 Turbo
Seedance 2.0
Kling v2.5 Turbo Pro
Product campaigns, serialized stories, footage revisions, controlled transitions, social assets, and 4K delivery all take shape with Kling O3 across prompts, images, references, and existing video.
Turn product stills and up to seven reference images into branded video concepts with guided characters, props, and scenes. Add generated audio to produce campaign assets for product launches, paid media, and social channels.
Guide recurring characters and locations with reference inputs drawn from multiple images or an optional video. Story teams can develop episodic scenes, branded mascots, and narrative series while carrying recognizable creative elements forward.
Revise existing footage through natural language commands that remove or replace objects, change backgrounds, and add effects. Editors can explore alternate scenes, clean up shots, or adapt campaign footage without rebuilding every clip.
Set the opening and closing frames, then let Kling O3 generate the motion and audio between them. Creative teams can craft controlled transitions, visual reveals, and storyboard beats for pitches or production planning.
Create text driven or image driven video in a dedicated 4K variant with audio generation support. Choose this path for hero films, display campaigns, event screens, and final assets where delivery resolution matters.
Begin with a written concept or still, then generate natural motion with audio through Kling O3. Content teams can produce launch teasers, editorial visuals, and social assets from the input format each brief provides.
Compare Kling O3 with leading text-to-video models by clip length, maximum resolution, native audio, and listed Atlas Cloud base price.
| Model | Output Duration | Maximum Resolution | Native Audio | Listed Base Price |
|---|---|---|---|---|
| Kling Video O3 4K Text-to-Video | 3–15 seconds | 4K | √ | $0.42 |
| Seedance 2.5 Text-to-Video | 4–30 seconds | 1080p | √ | $0.167 |
| Wan-3.0-Prime Text-to-video | 2–30 seconds | 1080p | √ | $0.068 |
| Gemini Omni 1.1 Flash Text-to-Video | 3–10 seconds | 4K | √ | $0.041 |
Get started in minutes — follow these simple steps to integrate and deploy models through Atlas Cloud's platform.
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Combining the advanced Kling o3 models with Atlas Cloud's GPU-accelerated platform provides unmatched performance, scalability, and developer experience.
Low Latency:
GPU-optimized inference for real-time reasoning.
Unified API:
Run Kling o3, GPT, Gemini, and DeepSeek with one integration.
Transparent Pricing:
Predictable per-token billing with serverless options.
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.
Kling O3 is Kuaishou's unified multimodal video model built with MVL technology. On Atlas Cloud, developers can access its Standard, Pro, and dedicated 4K endpoints through one OpenAI-compatible key.
Use Kling O3 for text-to-video generation, image animation, reference-guided scenes, and natural-language video editing. Its available workflows suit cinematic clips, consistent character content, product visuals, advertising, and automated video production.
Choose the endpoint that matches your workflow, then structure the request according to that model's published parameter schema. The Atlas Cloud integration uses one OpenAI-compatible key and an asynchronous request flow for submitting jobs and retrieving completed videos.
Inputs depend on the selected endpoint and can include text prompts, source images, opening and closing frames, multiple reference images, an optional reference video, or footage for editing. Separate model IDs are available for text-to-video, image-to-video, reference-to-video, and video-edit workflows.
Yes. Supported text-to-video and image-to-video endpoints can generate audio, while the image-to-video models provide first and last frame control for defining how a shot begins and ends.
For reference-driven generation, provide character, prop, or scene images to guide the resulting video. The Standard and Pro reference-to-video endpoints accept up to seven reference images and can also take an optional video input.
Choose Standard when the lower published base price is the priority, or select Pro for the professional-quality variants. Use the dedicated 4K text-to-video or image-to-video endpoint when 4K output is required, while natural-language video editing is available through the listed Standard and Pro endpoints.
Atlas Cloud lists standard base prices of $0.084 for Standard text, image, and reference generation, $0.126 for Standard editing, $0.112 for Pro text, image, and reference generation, $0.168 for Pro editing, and $0.42 for the listed 4K endpoints. These are standard prices without promotional discounts, so confirm the current endpoint price before submitting production requests.
Seedance 2.5 API is now available on Atlas Cloud! It gives developers ByteDance's newest video model. It generates up to 30 seconds of native video in a single pass from text, a single image, or as many as 50 multimodal references, with synchronized audio and in-frame multilingual text. On Atlas Cloud you reach it through one key, with subject consistency and improved physics keeping long shots coherent. (Update: Seedance 2.5 1080P API Is Available NOW!)
Wan 3.0 API is the next generation of Alibaba's Wan video family, built to push long-form generation, multi-reference control, and audiovisual quality to new heights. Atlas Cloud already hosts Wan 2.7, 2.6, and 2.5, and Wan 3.0 runs on the same unified key with no separate setup. Start building today. Scroll down to the showcase to see what Wan 3.0 can create.
MiniMax H3 is MiniMax's multimodal video family for text, image, and reference guided creation. Across supported routes, it preserves subjects from reference media, offers flexible aspect ratios, and pairs generated sound with visuals through H3 Developer, with output profiles selected by endpoint. Atlas Cloud unifies the family behind one OpenAI-compatible key with transparent pay-as-you-go pricing from the standard rate of $0.038 per second. Start building today.
The gpt-image-2.5 family from OpenAI gives developers a choice of Flare and Sunburst for production image workflows. Render at arbitrary resolutions up to 3840x2160 and select from five quality tiers, including xhigh and max, to match specific output requirements. Atlas Cloud provides ready-to-use REST inference with no cold starts and standard pricing from $0.004 per generation. Start building today.
Seedream 5.0 Pro API gives developers ByteDance's controllable image editing model on Atlas Cloud. It places edits precisely with anchors and coordinates, separates images into editable layers, fuses multiple references, and matches exact colors and materials, with multilingual text at 2K and 3K. On Atlas Cloud you reach it through one key!
Seedance 2.0 is ByteDance’s production video model for precise shot creation. Turn prompts into video, animate a first-frame image with optional last-frame guidance, or shape results with reference media and optional web search. Atlas Cloud brings these workflows into one unified API with transparent pay-as-you-go pricing and one OpenAI-compatible key. Start building today.
The Kling 3.0 API brings Kuaishou's flagship video suite to Atlas Cloud through one OpenAI-compatible key. It spans two models, Kling 3.0 for AI Director storytelling, multilingual lip-sync, and precise on-screen text, and Kling 3.0 Omni (O3) for subject and voice cloning from a short video or image. Both generate native audio in the same pass, with output up to 4K. Build cinematic narratives, global marketing, multilingual ads, and serialized character content on reliable infrastructure.
Grok Imagine Video gives developers access to xAI’s video family for creating, animating, extending, and editing clips. Generate 1 to 15 second videos from prompts, guide people, objects, or styles with up to seven reference images, and work at 480p or 720p. Atlas Cloud brings these capabilities together through OpenAI-compatible endpoints with transparent pay-as-you-go pricing. Start building today.
Vidu Q4 is Vidu's latest flagship video model, designed for image-to-video and reference-to-video generation. It can animate a single still image and create automatic scene transitions, giving developers two input paths for different product workflows. Atlas Cloud provides dedicated API endpoints with published parameter schemas at the verified standard price of $0.04 per second. Start building today.
Gemini Omni 1.1 Flash is Google DeepMind’s natively multimodal video family for flexible production workflows. Edit existing footage through text instructions, maintain visual consistency with up to 10 reference images and 3 video clips, or extend a shot in chainable segments to 40 seconds. Access every workflow on Atlas Cloud with one OpenAI-compatible API key, pay-as-you-go pricing, and Day-0 availability. Start building today.
Nano Banana 2.1 is Google's image model family built on Gemini 3.6 Flash. It delivers Pro-level generation and editing at Flash-level speed, supports natural-language edits and merges across 1 to 14 input images, and maintains consistency for up to 4 characters and 10 objects. Through Atlas Cloud, developers can access the family with one OpenAI-compatible key, reliable uptime, and Day-0 availability. Start building today.
Build with the Nano Banana 2 API, powered by Google's Gemini 3.1 Flash Image model. It generates native 4K visuals up to 4096x2304 with accurate text rendering and consistent characters across up to 14 reference images for both generation and editing. On Atlas Cloud you reach it through one unified API alongside 300+ models, with pricing from $0.04 per image, 99.99% uptime, and free credits to start.
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