Sora2 Models
OpenAI’s Sora 2 is a groundbreaking video generation model that redefines digital realism through enhanced physical accuracy and precise creative control. By introducing seamless audio-video synchronization, Sora 2 transitions AI-generated video from experimental concepts into a truly practical production tool for the modern creator. Whether crafting high-impact e-commerce advertisements, engaging social media content, or cinematic sequences for filmmaking, Sora 2 provides a robust and reliable engine that streamlines high-quality visual storytelling for professional workflows.
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더 많은 패밀리 탐색
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.
Sora2 Models의 주요 특징
Atlas Cloud는 업계 최고의 최신 크리에이티브 모델을 제공합니다.
현실 세계 물리
중력, 조명 및 객체 상호 작용을 물리적 사실감으로 시뮬레이션하여 실감 나는 움직임과 반사를 구현합니다。
동기화된 오디오 생성
장면의 타이밍과 움직임에 정확하게 일치하는 주변 소리, 음성 및 효과를 생성합니다.
세밀한 제어
자연어 프롬프트를 통해 페이싱, 촬영 기법, 전환 및 톤을 직접 조정하세요.
멀티 샷 내러티브
한 번의 실행으로 일관된 캐릭터와 환경을 갖춘 다중 장면 시퀀스를 생성합니다.
다이내믹 카메라 무빙
영화 같은 연속성과 공간적 일관성을 유지하며 복잡한 팬, 줌, 달리 샷을 처리합니다.
풍부한 스타일 범위
다큐멘터리 리얼리즘부터 양식화된 애니메이션까지 다양한 룩을 지원하며 모션 충실도를 유지합니다.
최고 속도
최저 비용
| 모달리티 | 설명 |
|---|---|
| Sora 2 T2V API(Text To Video) | Sora 2 T2V API는 복잡한 텍스트 설명을 초현실적인 1분 길이의 비디오 시퀀스로 변환합니다. 고급 물리 세계 시뮬레이션과 독보적인 시간적 일관성을 특징으로 하며, 크리에이터가 현실과 구별할 수 없을 정도로 몰입감 넘치는 세계와 정교한 캐릭터 연기를 구축할 수 있도록 지원합니다. |
| Sora 2 I2I API(Image To Image) | Sora 2 I2I API를 사용하면 사용자는 정적 참조 이미지를 역동적인 고해상도 비디오로 변환할 수 있습니다. 스틸 이미지에 움직임을 불어넣으면서도 엄격한 구조적 무결성을 유지함으로써, 컨셉 아트와 영화적 실행 사이의 간극을 좁히고자 하는 애니메이터와 디자이너에게 필수적인 도구 역할을 합니다. |
Sora2 Models 새로운 기능 + 쇼케이스
고급 모델과 Atlas Cloud의 GPU 가속 플랫폼을 결합하여 이미지 및 비디오 생성에서 비할 데 없는 속도, 확장성 및 창의적 제어를 제공합니다.
Sora 2.0 API를 활용한 원활한 오디오-비디오 동기화
Sora 2.0은 단일 패스로 고충실도 시각 효과와 완벽하게 동기화된 배경 음악, 주변 사운드스케이프 및 보컬 트랙을 동시에 생성합니다. 네이티브 오디오 합성을 통합함으로써 사용자는 프레임 단위의 정밀도로 기존의 지루한 더빙 및 폴리(foley) 워크플로를 우회할 수 있습니다. 이는 AI 기반 영화에서 리드미컬한 조화와 몰입감 넘치는 청각적 사실감을 구현하기 위한 궁극적인 솔루션입니다。
Sora 2.0 API를 활용한 포토리얼리스틱 물리 및 환경 시뮬레이션
Sora 2.0 엔진은 유체 역학, 중력, 그리고 영화 같은 질감의 정교한 빛 반사를 포함한 복잡한 물리적 상호작용을 시뮬레이션합니다. 자연계의 복잡한 법칙을 모델링함으로써, 사용자는 예측 가능하게 움직이며 현실과 구별할 수 없을 정도로 초현실적인 환경을 렌더링할 수 있습니다. 이는 일관된 물리적 정확성과 하이엔드 비주얼 스토리텔링을 위한 업계의 벤치마크로 자리 잡고 있습니다。
Sora 2.0 API를 활용한 고급 프롬프트 인텔리전스 및 멀티 샷 기능
Sora 2.0은 정교한 창의적 프롬프트를 해석하여 지능적인 멀티 카메라 연출과 장면 간 일반화를 극도의 정밀도로 실행합니다. 복잡한 텍스트 의도와 시각적 실행 간의 격차를 해소함으로써 다양한 환경과 서사 구조 전반에서 캐릭터와 스타일의 일관성을 유지합니다. 이는 대규모 창의적 제작과 복잡한 영화적 스토리텔링을 위한 결정적인 도구입니다.
DeepSeek-V3.2-Speciale API를 활용한 정밀한 과학적 발견 및 형식 검증
이 모델 패밀리로 구축할 수 있는 실용적인 사용 사례와 워크플로를 발견하세요 — 콘텐츠 제작과 자동화부터 프로덕션급 애플리케이션까지.
Sora 2 API를 활용한 다이내믹 라이프스타일 광고
Sora 2 API를 통해 브랜드와 에이전시는 복잡한 유체 움직임과 완벽하게 리드미컬한 사운드스케이프를 특징으로 하는 에너지 넘치는 광고를 제작할 수 있습니다. 사실적인 조명과 프레임 단위의 정확한 오디오 동기화를 결합하여, 이 API는 모든 액체의 튀김이나 빠른 움직임이 비트와 일치하는 몰입형 브랜드 스토리를 생성합니다. 음료 마케팅, 고성능 스포츠 광고 및 동기화된 소셜 미디어 캠페인에 이상적입니다。
Sora 2 API를 활용한 장편 시네마틱 스토리텔링
영화 제작자와 디지털 아티스트를 위해 Sora 2는 다양한 환경에서도 일관된 캐릭터 로직과 건축적 깊이를 유지하는 멀티 숏 서사 시퀀스를 구축합니다. 이 API는 하이엔드 시네마틱 텍스처를 보존하면서 정교한 카메라 안무와 복잡한 세트 변화를 처리합니다. 이 사용 사례는 깊이 있는 스타일의 연속성을 필요로 하는 독립 감독, 에피소드형 웹 시리즈 및 서사 중심의 비주얼 노벨에 적합합니다.
Sora 2 API를 활용한 사실적인 물리 시뮬레이션
복잡한 과학 또는 공학 개념을 시각화하기 위해 Sora 2는 중력, 연체 충돌 및 정교한 빛 굴절을 포함하는 정확한 물리적 상호 작용을 생성합니다. 이 API는 추상적인 프롬프트를 자연 법칙에 따라 움직이는 사실적인 시각적 데모로 변환합니다. 고충실도의 물리적 정확성을 필요로 하는 교육 콘텐츠 제작자, 건축 시각화 및 과학 다큐멘터리에 적합합니다.
모델 비교
다양한 프로바이더의 모델 비교 — 성능, 가격, 고유한 강점을 비교하여 현명한 선택을 하세요.
| 모델 | 입력 유형 | 출력 지속 시간 | 해상도 | 오디오 생성 |
|---|---|---|---|---|
| Sora 2 | 텍스트, 이미지 | 5s; 10s | 480P | 플래그십 범용 |
| Seedance 2.0 | 텍스트, 이미지, 비디오, 오디오 | 5s; 10s | 2K, 1080P, 720P, 480P | 고성능 커스텀 |
| Kling 3.0 | 텍스트, 이미지, 동영상 | 3~15s | 720P | 실험적 빌드 |
| Veo 3.1 | 텍스트, 이미지 | 4s; 6s; 8s | 1080P, 720P | 오픈 소스 백본 |
| Wan 2.6 | Text, Image, Video | 5s; 10s; 15s | 1080P, 720P | 장기 안정 (LTS) |
Atlas Cloud에서 Sora2 Models 사용하는 방법
몇 분 만에 시작하세요 — 간단한 단계를 따라 Atlas Cloud 플랫폼을 통해 모델을 통합하고 배포하세요.
Atlas Cloud 계정 생성
atlascloud.ai에서 가입하고 인증을 완료하세요. 신규 사용자는 플랫폼 탐색과 모델 테스트를 위한 무료 크레딧을 받습니다.
Atlas Cloud에서 Sora2 Models을(를) 사용하는 이유
고급 Sora2 Models 모델과 Atlas Cloud의 GPU 가속 플랫폼을 결합하여 비교할 수 없는 성능, 확장성 및 개발자 경험을 제공합니다.
성능 및 유연성
낮은 지연 시간:
실시간 추론을 위한 GPU 최적화 추론.
통합 API:
하나의 통합으로 Sora2 Models, GPT, Gemini 및 DeepSeek를 실행합니다.
투명한 가격:
Serverless 옵션을 포함한 예측 가능한 token당 청구.
엔터프라이즈 및 확장
개발자 경험:
SDK, 분석, 파인튜닝 도구 및 템플릿.
신뢰성:
99.99% 가동 시간, RBAC 및 규정 준수 로깅.
보안 및 규정 준수:
SOC 2 Type II, HIPAA 준수, 미국 내 데이터 주권.
Sora2 Models에 대한 자주 묻는 질문
네. Sora 2는 기본 오디오-비디오 동기화 기능을 갖추고 있어, 주변 소리, 폴리(foley) 및 배경 음악을 자동으로 합성하여 단일 출력물 내에서 시각적 움직임과 완벽하게 일치시킵니다.
Atlas Cloud를 통해 Sora 2에 액세스할 수 있습니다. 단일 등록과 통합 API를 사용하여 Seedance, Kling, Veo를 포함한 여러 선도적인 비디오 생성 모델과 통합할 수 있습니다. 이 "원스톱" 솔루션은 별도의 공급자 계정을 관리할 필요를 없애 개발자 워크플로를 간소화합니다。
Sora 2는 비용 효율성, 속도 및 높은 초기 성공률에 가장 적합합니다. Veo 3.1은 최고 수준의 영화적 텍스처와 조명(높은 예산)에 가장 적합합니다. 블로그에서 자세한 테스트 결과를 확인하세요: https://www.atlascloud.ai/blog/The-Battle-for-A-V-Sync-5-Top-Models-3-Real-World-Scenarios-Who-is-the-New-King-of-AI-Video
