What is Atlas Cloud API and how does it work?

Atlas Cloud is a full-modal AI inference platform that gives developers a single AI API to access the world's best video generation API, image generation API, LLM API. Instead of managing multiple vendor integrations, you connect once and get unified access to 300+ curated models across all modalities. Atlas Cloud handles infrastructure, scaling, and model updates so you can focus on building.

Is Atlas Cloud API compatible with OpenAI API?

Yes. Atlas Cloud provides OpenAI-compatible API endpoints, making it a true drop-in replacement for existing integrations. If you're already using the OpenAI SDK, you can migrate from OpenAI to Atlas Cloud by changing the base URL and API key with no other code changes required. This makes Atlas Cloud the fastest path for developers looking for an OpenAI alternative with broader model coverage and lower costs.

How do I get started with Atlas Cloud API?

Getting started takes minutes. Sign up for a free account, generate your free AI API key from the console, and follow our developer quickstart guide in the documentation. Most developers are making their first API call within 5 minutes. No credit card required to start.

What AI models does Atlas Cloud support?

Atlas Cloud supports 300+ models across every modality. For video: HappyHorse API, Seedance API, Kling API, Wan API, Veo API, and Runway API. For images: Flux API, GPT Image API, and Nano Banana API. For LLM: DeepSeek API, Qwen API, GLM API, and MiniMax API. We launch new models on Day 0 the moment they are released, so you always have access to the latest capabilities without switching platforms.

How does Atlas Cloud API pricing work?

Atlas Cloud uses a pay-as-you-go pricing model with no monthly minimums and no seat fees. You only pay for what you generate. Our API pricing is consistently lower than kie.ai and fal.ai across comparable models, with transparent per-second or per-token rates published on our pricing page. There are no hidden infrastructure costs and what you see is what you pay.

Does Atlas Cloud support streaming and batch processing?

Yes. Atlas Cloud supports streaming API responses for real-time LLM output, batch inference for high-volume asynchronous workloads, and structured outputs out of the box. Whether you're building a low-latency chat interface or running an async API pipeline that processes thousands of requests, the platform handles both without requiring separate configurations or additional tooling.

Is Atlas Cloud API enterprise-ready?

Yes. Atlas Cloud is built for enterprise AI API requirements. We hold SOC 2 certified (SOC I & II) and HIPAA compliant certifications with encryption at rest and in transit. For organizations with stricter data requirements, we offer private cloud deployment with dedicated infrastructure. Our platform delivers production-grade uptime, high concurrency, and a dedicated support team making it suitable for mission-critical workloads at any scale.

Can I use Atlas Cloud as a Replicate alternative?

Yes, and many developers switch specifically for this reason. As a Replicate alternative, Atlas Cloud offers broader model selection, lower per-generation costs, and OpenAI-compatible endpoints that simplify integration. If you are evaluating fal.ai alternative or Together AI alternative options, Atlas Cloud provides a single platform that consolidates video, image, LLM, and audio under one API key, one billing account, and one integration point.

Atlas Cloud | Full-Modal AI Platform - Chat, Image, Video, Audio in One API

Model Series

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.

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Model Classification

HappyHorse-1.0 Text-to-video

$0.14/SEC

HappyHorse-1.0 Image-to-video

$0.14/SEC

HappyHorse-1.0 Reference-to-video

$0.14/SEC

HappyHorse-1.0 Video-edit

$0.14/SEC

Model Series

Seedance 2.0

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.

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Model Classification

Seedance 2.0 Text-to-Video

$0.112/SEC

Seedance 2.0 Image-to-Video

$0.112/SEC

Seedance 2.0 Reference-to-Video

$0.112/SEC

Seedance 2.0 Fast Text-to-Video

$0.09/SEC

Seedance 2.0 Fast Image-to-Video

$0.09/SEC

Seedance 2.0 Fast Reference-to-Video

$0.09/SEC

Model Series

GPT Image 2

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.

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Model Classification

Openai GPT Image 2 Text-to-Image

$0.01/PIC

Openai GPT Image 2 Edit

$0.01/PIC

Model Series

Wan2.7

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.

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Model Classification

Wan-2.7 Text-to-video

$0.1/SEC

Wan-2.7 Image-to-video

$0.1/SEC

Wan-2.7 Reference-to-video

$0.1/SEC

Wan-2.7 Video-edit

$0.1/SEC

Wan-2.7 Text-to-image

$0.03/PIC

Wan-2.7 Image-to-image

$0.03/PIC

Wan-2.7 Pro Text-to-image

$0.075/PIC

Wan-2.7 Pro Image-to-image

$0.075/PIC

Model Series

Veo3.1

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.

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Model Classification

Veo 3.1 Lite Text-to-video

$0.05/SEC

Veo 3.1 Lite Start-End Frame to Video

$0.05/SEC

Veo 3.1 Lite Image-to-video

$0.05/SEC

Veo3.1 Fast Image-to-video

$0.08/SEC

Veo3.1 Fast Text-to-video

$0.08/SEC

Veo3.1 Image-to-video

$0.2/SEC

Veo3.1 Reference-to-video

$0.2/SEC

Veo3.1 Text-to-video

$0.2/SEC

Model Series

ERNIE Image

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.

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Model Classification

Baidu ERNIE Image Turbo Text-to-image

Model Series

GPT Image

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.

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Model Classification

Openai GPT Image-1.5 Text-to-image

$0.009/PIC$0.008/PIC

Openai GPT Image-1.5 Edit

$0.009/PIC$0.008/PIC

Openai GPT Image-1 Text-to-image

$0.011/PIC$0.009/PIC

Openai GPT Image-1 Edit

$0.011/PIC$0.009/PIC

Openai GPT Image-1 Mini Text-to-image

$0.005/PIC$0.004/PIC

Openai GPT Image-1 Mini Edit

$0.005/PIC$0.004/PIC

Model Series

Nano Banana2

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.

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Model Classification

Nano Banana 2 Text-to-Image

$0.08/PIC

Nano Banana 2 Edit

$0.08/PIC

Model Series

Seedream5.0

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.

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Model Classification

Seedream v5.0 Lite Edit Sequential

$0.035/PIC$0.032/PIC

Seedream v5.0 Lite Sequential

$0.035/PIC$0.032/PIC

Seedream v5.0 Lite Edit

$0.035/PIC$0.032/PIC

Seedream v5.0 Lite

$0.035/PIC$0.032/PIC

Model Series

Kling3.0

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.

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Model Classification

Kling v3.0 Std Image-to-Video

$0.084/SEC$0.071/SEC

Kling v3.0 Pro Image-to-Video

$0.112/SEC$0.095/SEC

Kling v3.0 Pro Text-to-Video

$0.112/SEC$0.095/SEC

Kling v3.0 Std Text-to-Video

$0.084/SEC$0.071/SEC

Kling Video O3 Pro Video-Edit

$0.168/SEC$0.143/SEC

Kling Video O3 Pro Reference-to-Video

$0.112/SEC$0.095/SEC

Kling Video O3 Pro Image-to-Video

$0.112/SEC$0.095/SEC

Kling Video O3 Pro Text-to-Video

$0.112/SEC$0.095/SEC

Kling Video O3 Std Video-Edit

$0.126/SEC$0.107/SEC

Kling Video O3 Std Reference-to-Video

$0.084/SEC$0.071/SEC

Kling Video O3 Std Image-to-Video

$0.084/SEC$0.071/SEC

Kling Video O3 Std Text-to-Video

$0.084/SEC$0.071/SEC

Model Series

Seedream4.5

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.

Model Classification

Seedream v4.5 Sequential

$0.04/PIC$0.036/PIC

Seedream v4.5 Edit Sequential

$0.04/PIC$0.036/PIC

Model Series

Vidu

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.

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Model Classification

Vidu Q3-Mix Reference to Video

$0.125/SEC$0.106/SEC

Vidu Q3 Reference to Video

$0.05/SEC$0.042/SEC

Vidu Q2-Pro-Fast Reference to Video with Audio

$0.075/SEC$0.064/SEC

Vidu Q2-Pro-Fast Reference to Video

$0.075/SEC$0.064/SEC

Vidu Q3-Pro Start-end-to-video

$0.07/SEC$0.06/SEC

Vidu Q3-Turbo Image-to-video

$0.04/SEC$0.034/SEC

Vidu Q3-Turbo Start-end-to-video

$0.04/SEC$0.034/SEC

Vidu Q3-Turbo Text-to-video

$0.04/SEC$0.034/SEC

Vidu Q3-Pro Image-to-video

$0.07/SEC$0.06/SEC

Vidu Q3-Pro Text-to-video

$0.07/SEC$0.06/SEC

Vidu Reference-to-Video Q1

$0.4/SEC

Vidu Reference-to-Video 2.0

$0.2/SEC

Vidu Start-End-to-Video 2.0

$0.075/SEC

Image-to-video-2.0

$0.075/SEC

Model Series

Van Video

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.

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Model Classification

Van-2.6 Text-to-video

$0.068/SEC

Van-2.6 Image-to-video

$0.068/SEC

Van-2.5 Image-to-video

$0.054/SEC

Van-2.5 Text-to-video

$0.068/SEC

Model Series

Qwen Image

Qwen Image 2.0 is Alibaba Cloud's latest image generation model series from the Tongyi Qianwen family, comprising 4 models optimized for different use cases. This series delivers professional-grade image generation and editing capabilities with exceptional cost-performance ratio, supporting up to 2K resolution output and demonstrating outstanding performance in prompt adherence, detail rendering, and style consistency. Whether for text-to-image or image-to-image tasks, Qwen Image 2.0 provides developers, marketing teams, and content creators with efficient and reliable visual content production solutions. The series includes two tiers: Standard and Professional. The Standard edition is ideal for daily content production and cost-effective batch image generation, while the Professional edition delivers the highest quality visual output, designed for professional production workflows with stringent image quality requirements. Qwen-Image, a lightweight 7B foundation model by Alibaba, transforms long-form prompts up to 1,000 tokens into stunning native 2K (2048x2048) resolution images. It excels in Chinese text rendering, accurately handling complex layouts and classical scripts, making it the premier AI tool for high-end graphic design and cross-cultural content creation.

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Model Classification

Qwen Image 2.0 Text-to-image

$0.035/PIC$0.028/PIC

Qwen Image 2.0 Edit

$0.035/PIC$0.028/PIC

Qwen Image 2.0 Pro Edit

$0.075/PIC$0.06/PIC

Qwen Image 2.0 Pro Text-to-image

$0.075/PIC$0.06/PIC

Qwen-Image Edit Plus 20251215

Qwen-Image Text-to-image Max

$0.075/PIC$0.052/PIC

Qwen-Image Text-to-image Plus

Qwen Image Text-to-image

$0.035/PIC$0.024/PIC

Model Series

Nano Banana

Google’s Nano Banana (Gemini 3 Image) series, featuring both standard and Pro models, combines deep semantic understanding with seamless integration for precise detail control. While the standard version delivers high-quality 1K outputs, Nano Banana Pro elevates professional workflows with versatile 1K/2K/4K resolution options with higher quality, making it the ideal solution for any creative or commercial application.

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Model Classification

Nano Banana Pro Text-to-image

$0.14/PIC

Nano Banana Pro Edit

$0.14/PIC

Nano Banana Text-to-image

$0.038/PIC

Nano Banana Edit

$0.038/PIC

Model Series

Wan2.6

Wan 2.6 is a next-generation AI video generation model from Alibaba’s Tongyi Lab, designed for professional-quality, multimodal video creation. It combines advanced narrative understanding, multi-shot storytelling, and native audio–visual synchronization to produce smooth 1080p videos up to 15 s long from text and reference inputs. Wan 2.6 also supports character consistency and role-guided generation, enabling creators to turn scripts into cohesive scenes with seamless motion and lip syncing. Its efficiency and rich creative control make it ideal for short films, advertising, social media content, and automated video workflows.

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Model Classification

Wan-2.6 Image-to-video Flash

$0.025/SEC$0.018/SEC

Wan-2.6 Image-to-image

$0.03/PIC$0.021/PIC

Wan-2.6 Image-to-video

$0.1/SEC$0.07/SEC

Wan-2.6 Video-to-video

$0.1/SEC$0.07/SEC

Wan-2.6 Text-to-video

$0.1/SEC$0.07/SEC

Wan-2.6 Text-to-image

$0.03/PIC$0.021/PIC

Model Series

Flux.2 Image

Developed by Black Forest Labs, FLUX.2 is a powerhouse 32-billion parameter rectified flow Transformer model that redefines creative workflows by unifying AI image generation, editing, and composition. It transforms complex text prompts into high-fidelity visuals while offering integrated tools for professional-grade editing at resolutions up to 2K, providing a streamlined, all-in-one solution for digital artists and designers seeking unmatched precision and scalability in their visual content creation.

Model Classification

Flux Kontext Dev Lora

Model Series

Seedance1.5

ByteDance’s Seedance 1.5 Pro is a powerful AI video generation model that seamlessly integrates native audio with film-grade cinematography. Engineered for emotional storytelling and superior visual quality, it enables creators to produce immersive, narrative-driven content for professional filmmaking and advertising, setting a new standard for artistic precision and production efficiency.

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Model Classification

Seedance v1.5 Pro Image-to-Video

$0.052/SEC$0.047/SEC

Seedance v1.5 Pro Text-to-Video

$0.052/SEC$0.047/SEC

Seedance v1.5 Pro Image-to-Video Fast

$0.02/SEC$0.018/SEC

Seedance v1.5 Pro Text-to-Video Fast

$0.02/SEC$0.018/SEC

Model Series

Seedream4

Seedream v4, a cutting-edge image generation model by ByteDance, redefines creative workflows by combining lightning-fast inference speeds with breathtaking 4K high-definition output. Beyond its raw performance, the model leverages advanced knowledge and reasoning to interpret complex prompts with precision, enabling seamless prompt-based editing and a vast spectrum of versatile artistic styles that make it the ultimate solution for professional design, content creation, and digital marketing.

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Model Classification

Seedream v4

$0.03/PIC$0.027/PIC

Seedream v4 Sequential

$0.03/PIC$0.027/PIC

Seedream v4 Edit

$0.03/PIC$0.027/PIC

Seedream v4 Edit Sequential

$0.03/PIC$0.027/PIC

Model Series

Imagen Image

Imagen is Google’s diffusion-based image generation family, designed for photorealism, creativity, and scalable content workflows. With options from fast inference to ultra-high fidelity, Imagen balances speed, detail, and enterprise reliability.

Model Classification

Model Series

Hailuo Video

MiniMax Hailuo video models deliver text-to-video and image-to-video at native 1080p (Pro) and 768p (Standard), with strong instruction following and realistic, physics-aware motion.

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Model Classification

Hailuo-2.3 t2v Standard

$0.28/SEC

Hailuo-2.3 t2v Pro

$0.49/SEC

Hailuo-2.3 i2v Standard

Hailuo 02 t2v Standard

$0.23/SEC

Hailuo 02 i2v Standard

Model Series

Wan2.5

Wan 2.5 is Alibaba’s state-of-the-art multimodal video generation model, capable of producing high-fidelity, audio-synchronized videos from text or images. It delivers realistic motion, natural lighting, and strong prompt alignment across 480p to 1080p outputs—ideal for creative and production-grade workflows.

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Model Classification

Wan-2.5 Text-to-video Fast

$0.071/SEC

Wan-2.5 Text-to-video

$0.05/SEC$0.035/SEC

Wan-2.5 Image-to-video

$0.05/SEC$0.035/SEC

Wan-2.5 Image-to-video Fast

$0.071/SEC

Wan-2.5 Image Edit

$0.03/PIC$0.021/PIC

Wan-2.5 Text-to-image

$0.03/PIC$0.021/PIC

Model Series

Seedance

Seedance is ByteDance’s family of video generation models, built for speed, realism, and scale. Available in Lite and Pro versions across 480p, 720p, and 1080p, Seedance transforms text and images into smooth, cinematic video on Atlas Cloud.

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Model Classification

Seedance v1 Pro Fast Text-to-video

$0.01/SEC$0.009/SEC

Seedance v1 Pro Fast Image-to-video

$0.01/SEC$0.009/SEC

Seedance v1 Lite t2v 1080p

$0.09/SEC$0.081/SEC

Seedance v1 Lite t2v 720p

$0.032/SEC$0.029/SEC

Seedance v1 Lite i2v 1080p

$0.09/SEC$0.081/SEC

Seedance v1 Pro t2v 1080p

$0.122/SEC$0.11/SEC

Seedance v1 Pro t2v 720p

$0.052/SEC$0.047/SEC

Seedance v1 Pro t2v 480p

$0.024/SEC$0.022/SEC

Seedance v1 Pro i2v 720p

$0.052/SEC$0.047/SEC

Seedance v1 Pro i2v 480p

$0.024/SEC$0.022/SEC

Seedance v1 Pro i2v 1080p

$0.122/SEC$0.11/SEC

Seedance v1 Lite t2v 480p

$0.016/SEC$0.014/SEC

Seedance v1 Lite i2v 720p

$0.032/SEC$0.029/SEC

Seedance v1 Lite i2v 480p

$0.016/SEC$0.014/SEC

Model Series

Wan2.2

Wan 2.2 introduces a Mixture-of-Experts (MoE) architecture that enables greater capacity and finer motion control without higher inference cost, supporting both text-to-video and image-to-video generation with high visual fidelity, smooth motion, and cinematic realism optimized for real-world GPU deployment.

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Model Classification

Wan-2.2-spicy Image-to-video Lora

$0.04/SEC

Wan-2.2-spicy Image-to-video

$0.03/SEC

Wan-2.2-spicy Video Extend

$0.032/SEC

Wan-2.2 Video Character Swap

$0.18/SEC$0.126/SEC

Wan-2.2 Image To Animation

$0.12/SEC$0.084/SEC

Model Series

Kling

Kling AI is a text-to-video model developed by Kuaishou that creates realistic, high-quality videos from text prompts. It focuses on smooth motion, stable frames, and natural-looking scenes. Kling works well for short videos, ads, and marketing content, helping creators save time and reduce production costs. With strong performance in video consistency and realism, Kling AI is becoming a popular choice in the AI video generation space.

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Model Classification