Seedream-4 Image Models
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.
Explore the Leading Seedream-4 Image Models
Atlas Cloud provides you with the latest industry-leading creative models.
What Makes Seedream-4 Image Models Stand Out
Atlas Cloud provides you with the latest industry-leading creative models.
Image Synthesis
Generates images from text prompts using Seedream v3–v4 models.
Direct Edits
Refines images via the Seedream v4/edit endpoint.
Sequential Edits
Applies step-by-step changes with edit-sequential model.
Sequential Output
Produces multi-step results with sequential generation.
Version Options
Offers v3, v3.1, and v4 variants to suit different needs.
Image Inputs
Edit models can take an existing image as input and refine it with prompts.
Peak speed
Lowest cost
| Modality | Description |
|---|---|
| Seedream v4 API(Text To Image) | The Seedream v4 API enables developers to convert textual descriptions into stunning, high-fidelity visuals. By leveraging advanced diffusion architecture, it generates a single, high-resolution image characterized by intricate detail and artistic precision, ideal for rapid concept art generation and premium digital assets. |
| Seedream v4 Edit API(Image To Image) | This API provides granular control over visual transformation, allowing developers to modify or reimagine existing images through textual guidance. It produces a single, refined output that balances original structural integrity with new creative directions, optimized for professional photo retouching and iterative design workflows. |
| Seedream v4 Sequential API(Text To Image) | The Seedream v4 Sequential API empowers creators to generate a cohesive series of 1 to 14 images from a single prompt or narrative sequence. By ensuring strict stylistic and character continuity across multiple frames, it is the premier solution for rapid storyboarding, character design sheets, and thematic visual collections. |
| Seedream v4 Edit Sequential API(Image To Image) | Designed for advanced iterative workflows, this API processes reference images to generate a sequence of 1 to 14 distinct variations or evolutions. By applying progressive edits and stylistic shifts across the batch, it provides a versatile set of assets optimized for frame-by-frame animation keys and complex visual storytelling. |
New features of Seedream-4 Image Models + Showcase
Combining advanced models with Atlas Cloud's GPU-accelerated platform delivers unmatched speed, scalability, and creative control for image and video generation.
Deep Knowledge and Logical Reasoning using Seedream v4 API
Seedream v4 integrates vast semantic datasets to interpret complex prompts with human-like reasoning and spatial awareness. By understanding intricate cultural nuances and physical laws, the model ensures every generated element is contextually accurate and logically sound. It is the ultimate solution for visual storytelling, historical reconstruction, and conceptually complex creative briefs.
Precision Prompt-based Editing using Seedream v4 API
Seedream v4 enables granular control over image attributes through intuitive text-based commands without compromising original composition. Users can precisely modify textures, lighting, or specific subjects, ensuring pixel-perfect consistency across multiple iterations. It is the ultimate solution for rapid visual prototyping, professional commercial retouching, and dynamic design exploration.
Infinite Artistic Versatility using Seedream v4 API
Seedream v4 offers an expansive library of aesthetic expressions, ranging from hyper-realistic cinematography to avant-garde digital illustrations. Its adaptive architecture captures the soul of any artistic medium, delivering high-fidelity textures and authentic color grading for any vision. It is the ultimate solution for diverse brand campaigns, immersive gaming assets, and high-end cross-platform content production.
What You Can Do with Seedream-4 Image Models
Discover practical use cases and workflows you can build with this model family — from content creation and automation to production-grade applications.
High-End E-commerce Imagery with the Seedream v4 API
Seedream v4 empowers brands to instantly generate high-texture product visuals, meticulously rendering complex materials like brushed metal, grain leather, or dynamic liquid splashes. With native 4K ultra-high-definition output, the model maintains exquisite light-to-shadow transitions and depth-of-field control. It is the ideal solution for luxury marketing and e-commerce detail pages, achieving studio-quality results without physical lighting setups.
Rapid Creative Concepting Using the Seedream v4 API
For fast-paced creative agencies, Seedream v4 leverages industry-leading inference speeds to transform brainstormed ideas into high-fidelity visual drafts in seconds. This accelerated generation significantly shortens the feedback loop from script to concept art, making it perfect for ad pitches, social media trends, and any time-sensitive marketing campaign where turn-around speed is as critical as visual impact.
Ultra-HD Large Format Print Visuals with the Seedream v4 API
Visuals generated by Seedream v4 retain breathtaking pixel clarity even when scaled for outdoor billboards, bus shelters, or physical gallery displays. From intricate typographic elements to sweeping panoramic details, the model ensures every texture stands up to close inspection. This fits any scenario requiring uncompromising resolution for premium offline visual media, large-scale posters, and interior decor.
Model Comparison
See how models from different providers stack up — compare performance, pricing, and unique strengths to make an informed decision.
| Model | Reference Image Limit | Output Num | Resolution | Aspect Ratio |
|---|---|---|---|---|
| Seedream v4 | 10 | 1~14 | 1024P~4K+ | Width[1024, 4096]px; Height[1024, 4096]px |
| Seedream 4.5 | 10 | 1~15 | 1080P~4K+ | Width[1440, 4096]px; Height[1440, 4096]px |
| Seedream 5.0 Lite | 14 | 1~15 | 2K~4K+ | 1:1 3:2 2:3 3:4 4:3 4:5 5:4 9:16 16:9 21:9 |
| Nano Banana 2 | 14 | 1 | 4K, 2K, 1K | 1:1 3:2 2:3 3:4 4:3 4:5 5:4 9:16 16:9 21:9 |
| Qwen-Image | 3 | 1~6 | 512P~2K | Width[512, 2048]px; Height[512, 2048]px |
| Wan 2.6 I2I(Image To Image) | 4 | 1 | 580P~1080P+ | 1:1 3:2 2:3 3:4 4:3 4:5 5:4 9:16 16:9 21:9 9:21 |
How to Use Seedream-4 Image Models on Atlas Cloud
Get started in minutes — follow these simple steps to integrate and deploy models through Atlas Cloud's platform.
Create an Atlas Cloud Account
Sign up at atlascloud.ai and complete verification. New users receive free credits to explore the platform and test models.
Why Use Seedream-4 Image Models on Atlas Cloud
Combining the advanced Seedream-4 Image 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 Seedream-4 Image 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 Seedream-4 Image Models
It supports up to 4K ultra-HD(4096*4096) output, ensuring stunning detail for large-format printing and high-precision design tasks.
Seedream v4 offers significantly faster inference speeds and enhanced logical reasoning, allowing for more precise interpretation of spatial relationships in complex prompts.
Yes. Seedream v4 features powerful prompt-based editing, allowing users to adjust textures, lighting, or specific subjects via simple text commands.
Explore More Families
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.
Veo3.1 Video 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.
Sora-2 Video 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.
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.
Veo3.1 Video 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.
Sora-2 Video 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.
