Young woman with dark hair making a hand gesture near her eye, lavender ribbed sweater, circular studio spotlight, editorial portrait photographyAerial drone view of deep blue ocean, a speedboat wake trail forming the word Create in elegant cursive script across the water surfaceSilhouetted figure walking through concentric hexagonal brutalist concrete archways toward a blazing white light, cinematic atmospheric fogExtreme macro photography of honeybees on glistening golden honeycomb, ultra-detailed fuzzy bee bodies, translucent wings, warm amber lightHands in a cobalt blue chunky knit sweater holding an open vintage tin can with a bright label reading Botanica, sharp product photographyHigh speed photography of a water droplet impact creating a perfect crown splash in crystal clear blue water, microscopic detail, black background
Now available on Segmind

Visual Intelligence.
Not Just Synthesis.

Introducing Seedream 5.0 Lite. The first image engine that reasons through physics, space, and real-world logic.3K results in 30 seconds.

Prompt

Young woman with dark hair making a hand gesture near her eye, lavender ribbed sweater, circular studio spotlight, editorial portrait photography

Sandbox

Creation Without Limits.
See what happens when a model doesn't just draw, but understands.

Hover any image to reveal the Chain-of-Thought reasoning behind it
E-Commerce
Ultra-detailed product shot: minimalist perfume bottle on a black obsidian surface, studio rim-lighting, 3K
Chain-of-Thought Reasoning
Decompose: glass bottle, reflective surface, studio setup
Plan: rim-light from left, soft fill from right
Resolve: caustic glass refraction on obsidian
Render: 3K product composition. Done.

Prompt

Ultra-detailed product shot: minimalist perfume bottle on a black obsidian surface, studio rim-lighting, 3K

Architecture
Futuristic villa cantilevered over a Norwegian fjord at blue hour, hyper-realistic exterior render
Chain-of-Thought Reasoning
Identify: cliffside topography, fjord water, blue hour sky
Plan: cantilever geometry, glass facades, ambient reflections
Resolve: golden interior light vs cold exterior palette
Render: architectural visualization. Done.

Prompt

Futuristic villa cantilevered over a Norwegian fjord at blue hour, hyper-realistic exterior render

Fashion
High-fashion editorial: model in sculptural white asymmetric gown, minimalist desert backdrop, Vogue lighting
Chain-of-Thought Reasoning
Parse: asymmetric silhouette, white fabric texture, desert light
Plan: diffused overhead sun, deep shadow on sand
Resolve: fabric flow, pose, editorial framing
Render: fashion editorial composition. Done.

Prompt

High-fashion editorial: model in sculptural white asymmetric gown, minimalist desert backdrop, Vogue lighting

Scientific
Cross-section anatomical diagram of a human heart with labeled chambers, medical illustration style
Chain-of-Thought Reasoning
Domain knowledge: cardiac anatomy, 4 chambers, valves
Plan: cross-section plane, label hierarchy
Resolve: medical illustration color conventions
Render: accurate anatomical diagram. Done.

Prompt

Cross-section anatomical diagram of a human heart with labeled chambers, medical illustration style

Data Visualization
Infographic of global renewable energy adoption 2020–2026, data journalism style with clean charts
Chain-of-Thought Reasoning
Search: renewable energy data 2020–2026
Plan: bar chart + line overlay, clean typography
Resolve: color encoding for solar/wind/hydro
Render: data journalism infographic. Done.

Prompt

Infographic of global renewable energy adoption 2020–2026, data journalism style with clean charts

The Brand Engine

Built for Brand Professionals.
Three capabilities. Zero compromises.

Narrative Consistency

Subject Locking.

Maintain identity across 15+ variations. From product shots to seasonal campaigns, Seedream 5.0 Lite preserves character, object, and style fidelity with no fine-tuning required. One reference. Infinite consistent outputs.

Studio Shot
Same subject · variant 1/5

Studio Shot

Typographic Excellence

Layout-Aware Typography.

Generate images where text isn't an afterthought. It's architecturally integrated. Banners, packaging, posters, social kits: typography that looks designed, not generated.

Packaging
Packaging
EN
EN中文
Example-Based Editing

Show, Don't Tell.

Upload up to 14 reference images. Seedream 5.0 Lite extracts style, composition, subject, and context, then generates new work that feels like a natural extension of your creative language.

Your references

Ref 1
Ref 1
Ref 2
Ref 2
Ref 3
Ref 3
Ref 4
Ref 4
+ up to 14 images
generates
Generated output
Style · Composition · Context extracted

How It Works

Reasons. Searches. Generates.
Intelligence at every layer.

01

Think Before You Create

Extended Reasoning Mode.

Seedream 5.0 Lite is the first image engine that reasons through physics, space, and real-world logic before generating. It decomposes your prompt, resolves ambiguities in composition and spatial relationships, and plans the scene, all before a single pixel is rendered.

Result: fewer regenerations, higher prompt adherence on the first try, and complex multi-element compositions that actually make sense.

Internal Reasoning Chain
Prompt analysis
Scene decomposition
Element placement
Lighting calculation
Material resolution
Render pass
02

Connected to the World

Real-Time Web Search.

Generate images that reference today's reality. Ask for the current Met Gala theme, real-time weather across global cities, or visualizations of live financial data. Seedream 5.0 Lite searches the web and incorporates that knowledge into the image.

"Show me the gold price trend this week as an infographic" → model searches, retrieves data, and visualizes it accurately.

Search → Generate Pipeline
Prompt

“NYC weather today, visualized as a cinematic cityscape”

Web Result
NYC: 28°F, light snow, wind 12 mph
Sunrise 6:47AM, Sunset 5:28PM
Snowfall: 0.4 in expected
→ Generating: Winter cityscape, 28°F atmosphere, falling snow…
03

Pixel-Perfect Precision

Control at Every Level.

Describe the exact layout, and Seedream 5.0 Lite executes it. Multi-subject compositions, complex layering, precise object placement: the model understands spatial language and compositional hierarchy natively.

Create e-commerce flatlays with exact product placement, design posters with perfectly rendered type, or generate UI screens with accurate interface elements.

Precise composition example
3072 × 3072
subject: centered · depth: layered

Sample Outputs

See what's possible.
Hover to see the prompt.

All images generated with Seedream 5.0 Lite. No post-processing.

A blind box toy designer figurine, kawaii aesthetic, vibrant colors, studio background, product photography
Product

A blind box toy designer figurine, kawaii aesthetic, vibrant colors, studio background, product photography

Modern app UI on a phone screen, dark mode, glassmorphism, neon accents, 3D mockup render
Design

Modern app UI on a phone screen, dark mode, glassmorphism, neon accents, 3D mockup render

Scientific poster about quantum entanglement, academic style with accurate diagrams and LaTeX-style equations
Science

Scientific poster about quantum entanglement, academic style with accurate diagrams and LaTeX-style equations

Luxury fashion editorial, model in avant-garde outfit, Tokyo street at night, cinematic film grain
Fashion

Luxury fashion editorial, model in avant-garde outfit, Tokyo street at night, cinematic film grain

E-commerce product shot: handmade ceramic coffee mug on marble surface, morning light, minimal
E-Commerce

E-commerce product shot: handmade ceramic coffee mug on marble surface, morning light, minimal

Chinese New Year celebration sticker pack, red envelopes, lanterns, cute cartoon style
Illustration

Chinese New Year celebration sticker pack, red envelopes, lanterns, cute cartoon style

Fashion portrait of a woman in iridescent silk dress, studio lighting, high fashion editorial, Vogue magazine cover style, elegant
Fashion

Fashion portrait of a woman in iridescent silk dress, studio lighting, high fashion editorial, Vogue magazine cover style, elegant

Michelin star gourmet dessert, dark chocolate sphere with gold leaf, velvet dark background, macro food photography, luxury dining
Food

Michelin star gourmet dessert, dark chocolate sphere with gold leaf, velvet dark background, macro food photography, luxury dining

Epic dragon soaring over a medieval stone castle at golden sunset, volumetric clouds, dramatic cinematic lighting, hyperrealistic fantasy
Fantasy

Epic dragon soaring over a medieval stone castle at golden sunset, volumetric clouds, dramatic cinematic lighting, hyperrealistic fantasy

Northern lights aurora borealis over a snow-covered pine forest and frozen lake, long exposure night photography, Iceland, vivid green and purple sky
Nature

Northern lights aurora borealis over a snow-covered pine forest and frozen lake, long exposure night photography, Iceland, vivid green and purple sky

Futuristic skyscraper interior atrium, soaring glass ceiling, lush vertical gardens, warm golden light flooding in, architectural photography
Architecture

Futuristic skyscraper interior atrium, soaring glass ceiling, lush vertical gardens, warm golden light flooding in, architectural photography

Solarpunk city with towering vertical gardens, solar panel rooftops, biopunk architecture, lush green vegetation, utopian future, wide establishing shot
Concept Art

Solarpunk city with towering vertical gardens, solar panel rooftops, biopunk architecture, lush green vegetation, utopian future, wide establishing shot

Hover over any image to copy the prompt · All outputs generated at native resolution

Engineering

Precision at Scale.
The architecture behind the intelligence.

CoT Visual Reasoning

Chain-of-thought inference runs before every generation pass, decomposing prompt intent, resolving physics and spatial logic, then planning the composition.

Native 3K Output

Native 3072px resolution output. No upscaling, no post-processing. Every pixel is generated at maximum fidelity from the start.

Integrated Search Retrieval

Real-time web search is wired directly into the generation pipeline, keeping live data, current events, and trending aesthetics grounded in today's world.

Technical Specifications

Architecture
Multimodal Transformer + CoT Visual Reasoning
Unified Diffusion Transformer with chain-of-thought visual reasoning built into the forward pass
State-of-the-art foundation
Latency
~30s mean response time
Via Segmind Serverless API with an optimized inference pipeline, globally distributed
Production-grade speed
Fidelity
Native 3K output
Native 3072px output on either axis, print-ready and broadcast-quality at full resolution
Studio-grade output
Grounding
Integrated Web Search Retrieval
Live search integration to generate images referencing current events, weather, trends, and live data
Always up to date
Reasoning
Multi-step Visual CoT
Domain knowledge in Biology, Architecture, and Geography that resolves spatial, physics, and logic constraints
Industry-first capability
Multi-Image Input
Up to 14 reference images
Feed up to 14 images as style, subject, or composition references in a single generation call
Example-based generation
Text Rendering
EN & 中文 official · Latin extended
English and Chinese officially supported. French, German, and other Latin-script languages render well in practice.
Layout-aware legibility
Benchmark
MagicBench SOTA
State-of-the-art on MagicBench for prompt following, alignment, and creative quality
Verified top performer

Text-to-Image Evaluation

DesignInstructionResponseOverall(Elo)PersonalizedExpressionArt CreationFilm & GameLearning &OfficeMarketing

Seedream 5.0 Lite leads on

1

Marketing

2

Design

3

Personalized Expression

Models compared

Seedream 5.0 Lite
Seedream 4.5

Competitive Analysis

The Leader in Visual Logic.

Seedream 5.0 Lite crushes the competition at a fraction of the price.

✦ Recommended

Seedream 5.0 Lite

via Segmind API

$0.035/ image

Flat rate, regardless of resolution. 3K included.

3K native output included
Creative intent reasoning (CoT)
Real-time web search included
Sequential storyboarding (8–15 images)
Start Creating

Nano Banana 2

Gemini 3.1 Flash Image

$0.045–$0.151 / image

Tiered by resolution. 3K via GemPix upscaling.

No sequential storyboarding
4–6s generation (2× slower)
Tiered pricing by resolution
No layer-wise generation control
Up to 76% more expensive at 3K

76%

savings at 3K

At 3K resolution, Seedream 5.0 Lite on Segmind costs $0.035/image vs up to $0.151/image on Nano Banana 2. Same resolution. More capabilities. Less cost.

Feature

Seedream 5.0 Lite

Nano Banana 2

Max Resolution
3K native / 4K upscaled
4K native synthesis
Reasoning Mode
Creative intent (CoT)
Engineering validation
Web Search Grounding
Multi-Image Input
Up to 14 references
Up to 14 objects
Sequential StoryboardingKEY
8–15 images per batch
Text Rendering
EN + ZH bilingual
12+ languages
Generation SpeedKEY
~30s per image
~40s per image
Price per image (3K)KEY
$0.035
$0.045–$0.151

Use Cases

One model.
Every creative workflow.

E-Commerce
Product photography at catalogue scale

Product photography at catalogue scale

Generate thousands of on-brand product images from briefs and references, including studio lighting, multiple angles, and seasonal variants, without a single photoshoot.

Brand & Identity
Brand assets that stay on-brand

Brand assets that stay on-brand

Create cohesive visual identities including logos, icons, style guides, and social templates, with consistent aesthetics across every asset.

Social Media
Scroll-stopping content at speed

Scroll-stopping content at speed

Generate platform-native visuals for Instagram, TikTok, Pinterest, and LinkedIn that are trend-aware, on-brand, and ready in seconds.

UI & Design
Design mockups, faster

Design mockups, faster

Generate realistic UI mockups, app screens, and design system components from a description or screenshot reference.

Creative Art
Fine art and illustration at any style

Fine art and illustration at any style

From photorealistic portraits to surrealist oil paintings, every creative style and medium delivers consistent quality.

Academic & Science
Complex diagrams and scientific visuals

Complex diagrams and scientific visuals

Generate research posters, anatomical diagrams, mind maps, infographics, and data visualizations with accurate labels and scientifically coherent content.

Flexible plans for everyone

Whether you're just starting out or need enterprise-grade power, we have a plan that fits your needs.

Flexible

Pay as you go

$10one-time

Great for getting started and exploring Segmind platform, without any commitments.

  • All Model APIs
  • 1 GB Storage
  • 5 Pixelflows
  • 60 RPM
  • Community Support
Get started with $10
Most Popular

Pro

$39/mo

For professionals and small teams looking to build rapid prototypes and scale.

  • $50 monthly credits
  • 10 GB Storage
  • 120 RPM
  • Pixelflows basic
  • 5 business days support
Get Started

Business

$99/mo

For working with production environments and professional use cases.

  • $99 monthly credits
  • 100 GB Storage
  • 500 RPM
  • 2 business day support
  • Pixelflow Premium Templates
Get Started

Scale

$599/mo

For large companies that requires custom solutions and private deployments.

  • $599 monthly credits
  • 1 TB Storage
  • 1000 RPM pooled
  • 1 business day support
  • Detailed usage analytics
Get Started

Enterprise

Custom solutions with enterprise-grade security and support

99.99% SLADedicated Slack supportSOC 2 compliance
Contact Sales

FAQ

Frequently Asked Questions

While Seedream 4.5 focused on raw aesthetic beauty and 4K resolution, 5.0 Lite is a “reasoning-first” model. It prioritizes instruction following and logical consistency. While its native resolution is capped at 3K, it is significantly better at complex spatial arrangements, character consistency, and rendering accurate text within images.

Seedream 5.0 Lite supports Multi-Reference Identity Lock. You can upload up to 14 reference images of a single subject. The model uses these to preserve facial geometry, skin texture, and distinctive features across different poses, lighting, and environments without the “identity drift” common in older models.

Yes. This is the first model to feature Real-Time Web Retrieval. If your prompt references a trending event, a specific 2026 product, or a current public figure, the model can search the internet to ground the visual in factual, up-to-date information rather than relying strictly on its training data.

Unlike previous models that use “keyword soup,” 5.0 Lite understands Chain-of-Thought (CoT). You can give it complex, multi-step instructions (e.g., “Place a blue mug to the left of the laptop and ensure the reflection of the window is visible on the mug’s surface”). It reasons through the physics and layout before generating the pixels.

Significantly. It features Native Typography Rendering that supports both English and Chinese. It can handle headlines, small body copy on product labels, and even complex layouts like posters and menus with near-perfect spelling and proper visual hierarchy.

Yes. The model supports Context-Aware Editing. You can provide a reference image and a natural language instruction (e.g., “Change only the material of the jacket to leather while keeping the pose and background identical”). The reasoning engine identifies what to keep and what to transform, minimizing “hallucinated” changes.

The Lite model is optimized for production workflows: E-commerce (creating consistent product catalogs), Storyboarding (generating sequential frames with the same characters), Marketing (designing trend-aware social media assets), and Design (creating mockups with accurate text and branding).

Seedream 5.0 Lite generated image
Available now on Segmind API

Your imagination,
rendered in seconds.

Join thousands of developers and creators already using Seedream 5.0 Lite to build the next generation of visual AI products.

Seedream 5.0 Lite is a ByteDance model, available on Segmind as part of our global model API platform.
Segmind is an official ByteDance AI partner.