Alibaba's Qwen image model
Settled by community votes across 13 shared challenges, with an AI judge weighing in on each.
Qwen Image
#40 of 62 in Text-to-Image
Seedream 4.0
#15 of 62 in Text-to-Image
Where the votes landed
Qwen Image
100.0%
win rate
Ties
0.0%
Seedream 4.0
0.0%
win rate
Challenge by challenge
The strongest take from each model on every shared challenge, with the AI judge's read.
Geometric Composition
Text-to-Image“A glass cube on a wooden table. Inside the cube is a small blue sphere. On top of the cube sits a red book. A green plant is behind the cube, partially visible through the glass. Soft window light from the left.”
AI Judge Analysis
Qwen Image
- + Clean, high-quality aesthetic with realistic soft lighting.
- + Accurately places a blue sphere inside the cube and a red book on top.
- + Excellent rendering of the glass material and its reflections.
- − The plant is positioned next to the cube rather than behind it, missing the 'visible through glass' detail.
Seedream 4.0
- + Perfectly captures the spatial requirement of the plant being behind the cube and visible through it.
- + Accurately follows all prompt constraints including lighting and object placement.
- + Realistic wood texture and convincing interaction between the lens of the cube and the background plant.
- − The red book's lighting is slightly less integrated than in the competitor's image.
- − The glass edges appear a bit more rustic/irregular compared to the very clean lines of the other model.
Verdict: While both models correctly identified and placed the main objects, Seedream 4.0 followed the specific spatial instruction to place the plant *behind* the cube so it is visible through the glass, whereas Qwen Image placed the plant to the side. Seedream 4.0 also provided a more convincing 'soft window light' effect that creates highlights across the table surface.
Candid Street Photography
Text-to-Image“A candid street photo of an elderly Japanese man repairing a red bicycle in light rain, reflections on wet pavement, shallow depth of field, 50mm lens, natural skin texture, imperfect framing, motion blur from passing cars, cinematic but realistic, no stylization.”
AI Judge Analysis
Qwen Image
- + Excellent handling of wet pavement reflections
- + Atmospheric use of light rain and soft lighting
- + Anatomically correct posture and interaction with the bicycle
- − The white car in the background lacks the requested motion blur
- − Framing feels a bit too clean despite 'imperfect framing' prompt
Seedream 4.0
- + Perfect adherence to the 'motion blur' requirement for passing cars
- + Strong interpretation of 'imperfect framing' with a more candid street feel
- + Great inclusion of tools on the ground which enhances the 'repairing' narrative
- − Significant anatomical and mechanical errors where the man's arm blends into the bike frame
- − The wheels and spokes have inconsistent geometry
- − Visual clarity is slightly lower compared to Model A
Verdict: Qwen Image delivers a much cleaner, more anatomically sound image with superior lighting and reflections, though it misses the specific motion blur request for the traffic. Seedream 4.0 captures the intended 'candid street' energy better with motion blur and tools, but suffers from major AI artifacts where the man's body merges into the bicycle. Qwen Image is the winner for its cohesive visual quality and realism.
Fantasy Warrior
Text-to-Image“Close portrait of a battle-worn paladin in ornate engraved plate armor, hair braided with small beads, faint scars and dirt on the skin, warm torchlight reflecting off metal, shallow depth of field, bokeh sparks, lifelike eyes, highly detailed texture on leather straps and cloth underlayer.”
AI Judge Analysis
Qwen Image
- + Ornate engraving on the armor is exceptionally sharp and detailed.
- + Excellent texture work on the leather straps and chainmail.
- − The scars look a bit like digital paint strokes rather than healed skin.
- − The sparks are rendered with a somewhat artificial 'starburst' filter effect.
Seedream 4.0
- + The skin texture, dirt, and scars look very natural and lifelike.
- + The torchlight and bokeh sparks look more cinematically realistic and integrated into the scene.
- + The hair braids and beads are more subtly and realistically styled.
- − The armor engravings are slightly less crisp than Model A.
- − Portrait is slightly further back, losing some of the 'close portrait' intimacy requested.
Verdict: Both models followed the prompt exceptionally well, but Seedream 4.0 produced a more photorealistic outcome with superior skin textures and lighting integration. Qwen Image excelled at the fine details of the armor and leatherwork, but had a slightly more 'digital art' feel, particularly in the way it rendered scars and sparks.
Modern Clean Menu
Text-to-Image“Modern minimalist restaurant menu design, white background with colorful food photos in grid, sections for appetizers/pizza/mains, bold sans-serif fonts, vibrant accents, clean professional layout for casual dining.”
AI Judge Analysis
Qwen Image
- + Excellent adherence to the grid layout and sections mentioned in the prompt.
- + Professional typography and hierarchy that feels like a real restaurant menu.
- + Clear sections for Appetizers, Pizza, and Mains with prices.
- − Nonsense text for specific menu items.
- − The word 'Pizzaurant' is a bit of an odd stylistic choice.
Seedream 4.0
- + High resolution food photography.
- + Bold, readable headers for the requested categories.
- − Fails to create a menu layout, appearing more like a mood board or collage.
- − Missing the pricing and descriptive text typically found in a menu.
- − Poor composition with large empty white spaces that feel unfinished.
Verdict: Qwen Image successfully followed the prompt by creating a cohesive, professional-looking menu with a clear grid and hierarchy. Seedream 4.0 failed to produce a menu design, instead generating a simple collage of food photos and labels without any pricing or layout structure.
Magic Burger Explosion: Fiery Photorealism Challenge
Text-to-Image“Ad for 'Magic Burger'. Dynamic, exploded burger with all components (bun, patty, cheese, lettuce, tomato, sauce) suspended in mid-air. Emphasize photorealistic detail and a sense of motion. Dark, fiery background with glowing embers. Integrate text: 'MAGIC BURGER' as a prominent title, 'LIMITED TIME ONLY' as a secondary message, and '€6.99' in a starburst, all rendered with a fiery, glowing effect.”
AI Judge Analysis
Qwen Image
- + Excellent text rendering and typography for the brand name.
- + Perfect adherence to the price point and starburst icon requested.
- + Professional composition that feels like a real commercial advertisement.
- − The burger is less 'exploded' than Model B, as several layers are still touching.
- − The background fire looks slightly more digital/artificial compared to the foreground.
Seedream 4.0
- + Successfully captured the 'exploded' nature with widely suspended components.
- + High-quality 'fiery' effect on the text and price starburst.
- + Great sense of motion with the swirling trails around the food.
- − Failed to include the correct price, showing 5.99 instead of 6.99.
- − The burger appears to be split into two separate mini-burgers rather than one exploded unit.
- − The 'LIMITED TIME ONLY' text is slightly warped compared to Model A.
Verdict: Qwen Image is the winner because it followed all text instructions perfectly, including the specific price point. While Seedream 4.0 provided a more dynamic 'exploded' effect with better motion trails, it failed the core instruction of the price and produced a disjointed burger structure. Qwen Image produced a cleaner, more professional-looking advertisement.
Chalkboard Menu
Text-to-Image“Handwritten-style chalkboard menu in a cozy café, all text rendered in the exact same realistic chalk handwriting style with natural variations in letter size, slight slant, and chalk texture — no printed or digital fonts anywhere on the board. Title at the top in elegant cursive chalk handwriting: ‘TODAY’S SPECIALS – APRIL 30, 2026’. Below it, three menu items also in the same handwritten chalk style: ‘Truffle Mushroom Risotto – $24’, ‘Grilled Octopus with Lemon & Herbs – $28’, ‘Brown Butter Chocolate Chip Cookies – $9’. At the very bottom, smaller text in the identical handwritten chalk style (slightly smaller but still clearly legible with the same handwriting characteristics): ‘All items made fresh daily • Ask about our gluten-free options’. Warm ambient café lighting, visible chalk dust and smudges, realistic handwriting imperfections, no clean printed text anywhere.”
AI Judge Analysis
Qwen Image
- + Crisp and legible text rendering
- + Clean graphic composition with a centered perspective
- − The year is incorrectly rendered as '20026'
- − The text lacks authentic chalk smudge and dust texture, looking like a digital font or marker
- − Spelling of Risotto is broken as 'Risoto'
Seedream 4.0
- + Perfect text accuracy and spelling
- + Realistic chalk texture with smudges and dust on the board
- + Natural handwritten cursive style that matches the prompt's aesthetic request
- − The board is slightly angled away from the viewer, which reduces clarity of the bottom text
- − Slightly busier background
Verdict: Seedream 4.0 followed the prompt much more successfully by providing a realistic chalk texture and perfect spelling, whereas Qwen Image failed the date (20026) and some spelling (Risoto). Seedream 4.0 also captured the 'authentic handwriting' request much better than Qwen Image, which looks like a clean digital overlay.
The Reversed Rodeo
Text-to-Image“Horse riding astronaut in space — horse on top, not vice versa. Surreal, highly detailed, cinematic.”
AI Judge Analysis
Qwen Image
- + Excellent anatomical clarity for both the horse and the astronaut.
- + Clean, cinematic background with realistic planetary lighting.
- + Strong composition that conveys a sense of scale and floatation.
- − The lighting on the horse's coat is a bit flat compared to the dramatic background.
- − Minor clipping issue where the reigns join the astronaut's hand.
Seedream 4.0
- + Dynamic, high-energy pose with a dramatic low-angle perspective.
- + Beautiful starry reflections in the astronaut's visor.
- + Impressive detail in the texture of the space suit and horse's mane.
- − The horse's front legs are anatomically confused and appear distorted.
- − The composition is a bit cramped, clipping the horse's ears and tail.
Verdict: Qwen Image provides a much cleaner and more anatomically correct image with a balanced composition, though it is slightly less 'surreal' than the prompt might suggest. Seedream 4.0 captures a more energetic and dramatic atmosphere with better texture work, but it suffers from significant anatomical distortions in the horse's legs. Qwen Image is the preferred choice for its overall coherence and professional finish.
The Capybara Taxi Driver
Text-to-Image“Photorealistic scene inside a yellow New York taxi at night. A capybara is driving, wearing a yellow taxi driver cap and a dark jacket. It has a calm, professional expression and both front paws on the steering wheel. In the back seat sits a human businesswoman in a coat, looking at her phone with a completely normal, bored expression (as if this is just another normal ride). Through the windows you can see the streets of Manhattan at night with blurred lights. Realistic taxi interior, photorealistic, detailed fur and fabric, 35mm lens, night lighting with reflections, shallow depth of field.”
AI Judge Analysis
Qwen Image
- + Excellent photorealistic texture on the capybara's fur.
- + High clarity and sharp focus in the foreground.
- + Effective cinematic lighting that matches a urban night scene.
- − The paws on the steering wheel look more like primate hands than capybara paws.
- − The taxi sign on top is strangely cropped and labeled 'YOXI'.
Seedream 4.0
- + Better integration of the passengers and car interior layout.
- + The capybara's paws look more anatomically consistent with the animal.
- + Captures the 'bored' expression of the passenger accurately.
- − Higher level of noise and slight blurriness in the details.
- − The capybara's face looks slightly flatter and less expressive than in the other model.
Verdict: Both models followed the complex prompt very well, including the specific clothing and the nonchalant passenger. Qwen Image produced a sharper, more professional photograph with better fur detail, while Seedream 4.0 handled the animal anatomy of the paws and the interior spatial arrangement slightly more realistically.
The Halloween Invitation
Text-to-Image“Vintage gothic Halloween party invitation. Dark parchment poster, spooky border with webs and thorns, central glowing jack-o-lantern, bats, twisted trees, moody night sky. Add elegant gothic title text saying "Halloween Party Invitation", a small scroll banner saying "You are invited to a night of frights", and event details at the bottom: Date: 30.10.2026 Time: 7pm Location: The Arches, NYC Spooky but polished, cinematic lighting, square format.”
AI Judge Analysis
Qwen Image
- + Excellent layout with a clearly defined dark parchment border
- + Highly legible event details at the bottom
- + Clean and stylized graphic design elements like the thorny frame
- − Spelling error in the main title ('HalleParty')
Seedream 4.0
- + Perfect spelling of the main title
- + Atmospheric and cinematic lighting effects on the jack-o-lantern
- + More realistic textures for the trees and thorny vines
- − Text in the scroll banner is messy and difficult to read
- − The parchment pieces look disconnected and less like a cohesive invitation
Verdict: Seedream 4.0 is the superior choice because it correctly spells 'Halloween' in the primary title and offers a more cinematic, moody atmosphere as requested. While Qwen Image has a cleaner layout and more legible fine print, the significant typo in the main header makes it ineffective for a final invitation.
Isometric Miniature Diorama Scenes
Text-to-Image“Create a clear, 45° top-down isometric miniature 3D cartoon scene of Japan's signature dish: sushi, with soft refined textures, realistic PBR materials, gentle lighting, on a small raised diorama base with minimal garnish and plate. Solid light blue background. At top-center: 'JAPAN' in large bold text, 'SUSHI' below it, small flag icon. Perfectly centered, ultra-clean, high-clarity, square format.”
AI Judge Analysis
Qwen Image
- + Excellent typography integrated into the scene design
- + Very clean, soft 3D stylized aesthetic that fits the 'cartoon' request perfectly
- + Effective use of the diorama base concept
- − The sushi details are a bit more simplified compared to the PBR request
Seedream 4.0
- + Highly realistic PBR textures on the fish and roe
- + Sharp, clear isometric perspective
- + Good arrangement of multiple sushi types
- − Text is smaller and less aesthetically 'bold' and integrated than the other model
- − The background and text feel slightly more disconnected from the subject
Verdict: Qwen Image delivers a more cohesive graphic design with superior typography and a charming cartoon style that feels like a complete 3D illustration. Seedream 4.0 has better material shaders for the food itself, but Qwen Image followed the layout instructions for 'large bold text' much better and created a more balanced diorama.
Adorable Baby Animals in Sunny Meadow
Text-to-Image“Hyper-photorealistic scene of fluffy baby animals—a golden retriever puppy, tabby kitten, baby bunny, and red fox kit—with big expressive eyes and ultra-detailed soft fur, playfully chasing butterflies and tumbling together in a lush wildflower meadow, warm golden sunrise light with god rays and dew sparkles, joyful wholesome vibe, 8K masterpiece.”
AI Judge Analysis
Qwen Image
- + Excellent anatomical rendering of all four animals
- + Beautiful god rays and bokeh lighting in the background
- + Very clean image with minimal artifacts
- − The animals feel somewhat static and posed rather than 'tumbling'
- − The butterfly on the left is missing a full body attached to its wings
Seedream 4.0
- + Successfully captures a dynamic 'tumbling' and 'playing' action as requested
- + Includes beautiful dew sparkles that catch the light effectively
- + Strong sense of interaction between the animals
- − The fox's anatomy is slightly warped with an extra dark limb visible under its chin
- − The kitten's tail is awkwardly blended into the background grass
Verdict: Qwen Image provides a cleaner, more anatomically correct portrait of the four animals, whereas Seedream 4.0 does a much better job of capturing the specific motion of 'tumbling together' described in the prompt. While Seedream 4.0 has minor anatomical artifacts, its superior composition and adherence to the joyful, active vibe make it slightly more compelling, though Qwen Image is a safer choice for realism.
Vintage Cafe Logo
Text-to-Image“Vintage minimalist restaurant logo for "Caffè Florian", retro cloche dome with steam and "Est. 1720" banner, classic typography, warm brown and cream tones, subtle texture on light background, vector emblem style.”
AI Judge Analysis
Qwen Image
- + Strong minimalist vector aesthetic
- + Bold, clean shapes suitable for a modern brand mark
- − Confused typography with characters overlapping incorrectly
- − Missed the accent on the second 'e' in 'Caffè' inside the main text block
Seedream 4.0
- + Excellent typographic layout and spelling
- + High-quality subtle texture on both the logo and background
- + Well-executed cloche illustration with nice shading
- − Less 'minimalist' than requested due to the detailed hatching/shading
Verdict: Seedream 4.0 followed all instructions, particularly the text and typography requirements, creating a professional and polished logo. Qwen Image captured the minimalist vector style well but failed significantly on the text rendering, with illegible overlapping characters.
Apollo 11: Journey to Tranquility
Text-to-Image“Create a clean, modern vector infographic poster about the Apollo 11 mission. NASA-inspired palette (navy, white, muted red, light gray). Flat-vector style, crisp lines, consistent iconography, subtle gradients only. Steps (stop at landing): 1. Launch (Saturn Vicon) 2. Earth Orbit (Earth + orbit ring icon) 3. Translunar (trajectory arc icon) 4. Lunar Orbit (Moon + orbit ring icon) 5. Descent (lunar module descending icon) 6. Landing (lunar module on the surface icon) Small supporting elements (minimal text): • Crew strip: three silhouette icons with only last names: Armstrong, Aldrin, Collins. • Landing site marker: Moon pin labeled "Tranquility" only. Layout constraints: generous margins, large readable labels, clean background with subtle stars. Vector-only, print-poster look, high resolution.”
AI Judge Analysis
Qwen Image
- + Strong adherence to the requested NASA-inspired color palette.
- + Excellent flat-vector style with professional, clean lines.
- + Includes specific name labels like 'Armstrong' and 'Aldrin' quite clearly.
- − Step numbers are disordered and some text is misspelled (e.g., 'Tranar').
- − The Saturn V rocket illustration is slightly misshapen.
Seedream 4.0
- + Layout follows a logical, linear chronological order across the page.
- + Superior text rendering for names including 'Collins' and 'Tranquility'.
- + Accurately depicts the trajectory arc mentioned in the prompt.
- − The 'Descent Surface' label merges two steps, making the numbering inconsistent with the prompt.
- − The visual style is slightly less 'flat-vector' and looks more like a collage of different assets.
Verdict: Qwen Image delivers the best aesthetic matching the 'clean, modern vector' request, although its information flow is logically cluttered and contains typos. Seedream 4.0 follows the instructions for a step-by-step layout much better and features much more accurate text, though its artistic style is a bit less cohesive. Seedream 4.0 is preferred for its readability and logical sequence.
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ByteDance's image generation model with integrated text-to-image and image editing capabilities in a unified architecture, supporting up to 4K resolution