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What is Seedream?

With the launch of Seedream 3.0 API, ByteDance expands its generative AI portfolio by introducing one of the world’s most advanced and aesthetic-driven image generation models. Ranked first in global benchmarks on the Artificial Analysis Image Arena, Seedream stands out for its unmatched ability to combine stylistic diversity, precision, and realism. The model supports native 2K resolution output, enabling photorealistic images, cinematic-style shots, and finely detailed design elements without relying on post-processing. Compared to previous models, it achieves a breakthrough in character realism, capturing authentic facial expressions, natural skin textures, and lifelike hair that elevate portraits and avatars beyond the uncanny valley. Seedream also features enhanced semantic understanding, allowing it to handle complex typography, multi-font poster creation, and long-text design layouts with designer-level polish. In editing workflows, its image-to-image engine follows prompts with remarkable accuracy, preserves critical details, and adapts seamlessly to aspect ratios and stylistic adjustments. These strengths make it a powerful choice for industries ranging from advertising and e-commerce to gaming, animation, and media production. Its pricing is simple and accessible, at just $0.03 per image, and every new user receives 200 free generations to experiment without upfront cost. Built with scalability in mind, the API delivers fast response times and high concurrency, making it practical for enterprise-level content production. By combining creativity, fidelity, and affordability, Seedream empowers individuals and organizations alike to shorten production cycles, reduce costs, and deliver consistently high-quality visuals.

What is Qwen-Image-2.1?

Qwen-Image-2.1 represents a cutting-edge advancement in the domain of converting text to images and modifying existing images, forming part of the Qwen series that is meticulously designed to strike an effective balance among image quality, inference efficiency, and overall flexibility. This sophisticated model boasts a visual generation framework that encompasses 7 billion parameters and employs 32 Single-Stream DiT layers, featuring a streamlined architecture that combines mixed-granularity attention with prefix KV cache reuse, which ensures the production of high-quality images while keeping computational requirements low. It natively supports the creation of both standard images and transparent RGBA files, enabling seamless editing of transparent layers and facilitating the extraction of subjects from photos, all within a unified system. For complex editing tasks, Qwen-Image-2.1 can accommodate up to ten reference images, allowing for intricate multi-subject setups, and it accepts local editing requests through methods such as circles, painted notes, or distinct masks, all while preserving the fidelity of individuals and products during modifications. Significant improvements have been made in typography, portrait lighting, realistic texture rendering, and intricate detailing, resulting in outputs that are not only aesthetically appealing but also exhibit a high level of polish. Furthermore, the model’s adaptability across a range of image generation applications distinctly positions it as a leader in the field of image synthesis technology, showcasing its potential for diverse creative endeavors. As such, it opens up new possibilities for artists and designers looking to enhance their visual projects.

Media

Media

Integrations Supported

APIFree
AyeCreate
Collart
Collart AI
Comfy Cloud
Crafiq
Flyne AI
Fuser
Happy Shrimp 1.0
Inspix AI
Magnific
Medeo
Pixae AI
Pixlio AI
Prism
Qwen Studio
QwenCloud
TapNow
WaveSpeedAI
iMini

Integrations Supported

APIFree
AyeCreate
Collart
Collart AI
Comfy Cloud
Crafiq
Flyne AI
Fuser
Happy Shrimp 1.0
Inspix AI
Magnific
Medeo
Pixae AI
Pixlio AI
Prism
Qwen Studio
QwenCloud
TapNow
WaveSpeedAI
iMini

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided
Free Version
Free Trial Offered?

Pricing Information

Pricing not provided
Free Version
Free Trial Offered?

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

ByteDance

Date Founded

2012

Company Location

China

Company Website

www.byteplus.com/en/product/Seedream

Company Facts

Organization Name

Alibaba

Date Founded

1999

Company Location

China

Company Website

github.com/QwenLM/Qwen-Image-2.1

Categories and Features

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