Seedream4 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 Seedream4 Models
Atlas Cloud ti fornisce i più recenti modelli creativi leader del settore.
Cosa Rende Speciale Seedream4 Models
Atlas Cloud ti fornisce i più recenti modelli creativi leader del settore.
Sintesi di immagini
Genera immagini da prompt di testo utilizzando i modelli Seedream v3–v4.
Modifiche dirette
Rifinisce le immagini tramite l'endpoint Seedream v4/edit.
Modifiche sequenziali
Applies step-by-step changes with edit-sequential model.
Output sequenziale
Produce risultati in più fasi tramite generazione sequenziale.
Opzioni versione
Offre varianti v3, v3.1 e v4 per soddisfare esigenze diverse.
Input immagini
I modelli di editing possono prendere un'immagine esistente come input e perfezionarla tramite prompt.
Velocità massima
Costo più basso
| Modalità | Descrizione |
|---|---|
| Seedream v4 API(Text To Image) | L'API Seedream v4 consente agli sviluppatori di convertire descrizioni testuali in straordinarie immagini ad alta fedeltà. Sfruttando un'architettura di diffusione avanzata, genera una singola immagine ad alta risoluzione caratterizzata da dettagli intricati e precisione artistica, ideale per la generazione rapida di concept art e risorse digitali premium. |
| Seedream v4 Edit API(Image To Image) | Questa API offre un controllo granulare sulla trasformazione visiva, consentendo agli sviluppatori di modificare o reimmaginare immagini esistenti attraverso una guida testuale. Produce un output singolo e raffinato che bilancia l'integrità strutturale originale con nuove direzioni creative, ottimizzato per il fotoritocco professionale e i flussi di lavoro di design iterativo. |
| Seedream v4 Sequential API(Text To Image) | L'API Sequenziale Seedream v4 consente ai creatori di generare una serie coesa da 1 a 14 immagini da un singolo prompt o sequenza narrativa. Garantendo una rigorosa continuità stilistica e dei personaggi su più fotogrammi, è la soluzione ideale per storyboard rapidi, schede di design dei personaggi e collezioni visive tematiche. |
| Seedream v4 Edit Sequential API(Image To Image) | Progettata per flussi di lavoro iterativi avanzati, questa API elabora immagini di riferimento per generare una sequenza da 1 a 14 variazioni o evoluzioni distinte. Applicando modifiche progressive e cambiamenti stilistici all'intero batch, fornisce un set versatile di risorse ottimizzate per i keyframe dell'animazione fotogramma per fotogramma e per la narrazione visiva complessa. |
Nuove funzionalità di Seedream4 Models + Showcase
La combinazione di modelli avanzati con la piattaforma accelerata da GPU di Atlas Cloud offre velocità, scalabilità e controllo creativo senza pari per la generazione di immagini e video.
Conoscenza profonda e ragionamento logico tramite Seedream v4 API
Seedream v4 integra vasti set di dati semantici per interpretare prompt complessi con un ragionamento simile a quello umano e consapevolezza spaziale. Comprendendo intricate sfumature culturali e leggi fisiche, il modello garantisce che ogni elemento generato sia contestualmente accurato e logicamente solido. È la soluzione definitiva per la narrazione visiva, la ricostruzione storica e i brief creativi concettualmente complessi.
Editing di precisione basato su prompt con Seedream v4 API
Seedream v4 consente un controllo granulare sugli attributi dell'immagine tramite comandi testuali intuitivi senza compromettere la composizione originale. Gli utenti possono modificare con precisione texture, illuminazione o soggetti specifici, garantendo una coerenza "pixel-perfect" attraverso molteplici iterazioni. È la soluzione definitiva per la prototipazione visiva rapida, il fotoritocco commerciale professionale e l'esplorazione dinamica del design.
Versatilità artistica infinita con Seedream v4 API
Seedream v4 offre una vasta libreria di espressioni estetiche, che spaziano dalla cinematografia iperrealistica alle illustrazioni digitali d'avanguardia. La sua architettura adattiva cattura l'anima di qualsiasi mezzo artistico, offrendo texture ad alta fedeltà e un color grading autentico per qualsiasi visione. È la soluzione definitiva per diverse campagne di brand, asset di gioco immersivi e produzione di contenuti multipiattaforma di fascia alta.
Cosa Puoi Fare con Seedream4 Models
Scopri casi d'uso pratici e workflow che puoi costruire con questa famiglia di modelli — dalla creazione di contenuti e automazione alle applicazioni di livello produzione.
Immagini e-commerce di fascia alta con l'API Seedream v4
Seedream v4 consente ai brand di generare istantaneamente visualizzazioni di prodotti ad alta consistenza, renderizzando meticolosamente materiali complessi come metallo spazzolato, pelle granulata o schizzi di liquidi dinamici. Con un output nativo in ultra-alta definizione 4K, il modello mantiene squisite transizioni luce-ombra e il controllo della profondità di campo. È la soluzione ideale per il marketing di lusso e le pagine di dettaglio e-commerce, ottenendo risultati di qualità da studio senza configurazioni di illuminazione fisica.
Ideazione creativa rapida utilizzando l'API Seedream v4
Per le agenzie creative dai ritmi serrati, Seedream v4 sfrutta velocità di inferenza leader del settore per trasformare le idee nate dal brainstorming in bozze visive ad alta fedeltà in pochi secondi. Questa generazione accelerata accorcia significativamente il ciclo di feedback dalla sceneggiatura alla concept art, rendendolo perfetto per pitch pubblicitari, trend sui social media e qualsiasi campagna di marketing urgente in cui la velocità di esecuzione è critica quanto l'impatto visivo.
Visual per stampa di grande formato Ultra-HD con l'API Seedream v4
Le immagini generate da Seedream v4 mantengono una nitidezza dei pixel mozzafiato anche quando vengono ridimensionate per cartelloni pubblicitari esterni, pensiline degli autobus o esposizioni in gallerie fisiche. Dagli intricati elementi tipografici ai vasti dettagli panoramici, il modello assicura che ogni texture resista a un'ispezione ravvicinata. Ciò si adatta a qualsiasi scenario che richieda una risoluzione senza compromessi per media visivi offline premium, poster su larga scala e decorazioni d'interni.
Confronto Modelli
Scopri come si confrontano i modelli di diversi provider — confronta prestazioni, prezzi e punti di forza unici per una decisione informata.
| Modello | Limite immagini di riferimento | Numero di output | Risoluzione | Rapporto d'aspetto |
|---|---|---|---|---|
| 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 Seedream4 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 Seedream4 Models on Atlas Cloud
Combining the advanced Seedream4 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 Seedream4 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.
Domande Frequenti su Seedream4 Models
Supporta un output fino a 4K ultra-HD (4096*4096), garantendo dettagli sorprendenti per la stampa di grande formato e attività di progettazione ad alta precisione.
Seedream v4 offre velocità di inferenza significativamente più elevate e un ragionamento logico potenziato, consentendo un'interpretazione più precisa delle relazioni spaziali in prompt complessi.
Sì. Seedream v4 offre potenti funzionalità di editing basate su prompt, consentendo agli utenti di regolare texture, illuminazione o soggetti specifici tramite semplici comandi di testo.
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.
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.
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.
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.
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.
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.
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.
