Alibaba's Qwen Image 2.0 Pro model offering higher quality image generation with enhanced detail and accuracy
Settled by community votes across 9 shared challenges, with an AI judge weighing in on each.
Qwen Image 2.0 Pro
22.5
arena score
#32 of 62 in Text-to-Image
Skill signature
· Text-to-Image
Stable Diffusion 3.5 Medium
16.8
arena score
#56 of 62 in Text-to-Image
Vote tally
Where the votes landed
Qwen Image 2.0 Pro
0%
win rate
Ties
0%
Stable Diffusion 3.5 Medium
0%
win rate
Shared challenges
9
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.”
Qwen Image 2.0 Pro
Stable Diffusion 3.5 Medium
AI Judge Analysis
Qwen Image 2.0 Pro
- + Excellent photo-realistic texture on the wood and book.
- + Precise and clean glass reflections and refractions.
- + Natural lighting that accurately creates shadows and highlights on the sphere.
- − The sphere appears to be floating without a physical support inside the glass.
Stable Diffusion 3.5 Medium
- + Good adherence to the spatial relationship in the prompt.
- + Vibrant colors on the plant and sphere.
- + Atmospheric window light is bright and distinct.
- − The red book lacks realistic depth and edges.
- − The glass cube has inconsistent pane thickness and perspective issues.
- − The image quality is slightly blurry with overblown highlights.
Verdict: Qwen Image 2.0 Pro produces a much higher quality, photo-realistic image with sophisticated lighting and texture work on the wood and glass. Stable Diffusion 3.5 Medium follows the basic layout but suffers from technical artifacts, poor edge definition on the object, and a lower overall resolution feel.
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.”
Qwen Image 2.0 Pro
Stable Diffusion 3.5 Medium
AI Judge Analysis
Qwen Image 2.0 Pro
- + Excellent layout with a clear 'exploded' view of all components as requested.
- + Integrated glowing, fiery text effects that perfectly match the prompt.
- + High level of photorealistic detail on the textures of the meat, bun, and vegetables.
- − The starburst element looks a bit like a flat vector graphic compared to the realistic burger.
- − The lighting on the cheese is slightly flat compared to the surrounding environment.
Stable Diffusion 3.5 Medium
- + Dramatically lit fiery background with strong contrast.
- + Correct text content and price integration.
- + Good rendering of the burger texture.
- − Failed the 'exploded' requirement; the burger is mostly assembled and floating as a single unit.
- − The text is small, plain white/black, and lacks the requested 'fiery, glowing effect'.
- − The starburst is a simple line-art graphic that doesn't blend well with the scene.
Verdict: Qwen Image 2.0 Pro is the clear winner as it successfully executed the 'exploded' burger concept and the complex fiery text styling requested in the prompt. Stable Diffusion 3.5 Medium failed to separate the burger components and ignored the stylistic instructions for the typography and the glowing effect.
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.”
Qwen Image 2.0 Pro
Stable Diffusion 3.5 Medium
AI Judge Analysis
Qwen Image 2.0 Pro
- + Excellent text rendering with near-perfect spelling and legibility.
- + The chalk texture is highly realistic with dust smudges and authentic line weights.
- + Followed the complete prompt including the specific date and price points.
- − The 'elegant cursive' for the title is more of a print-style sans-serif compared to the body text.
- − Minor overlap of text towards the bottom of the board.
Stable Diffusion 3.5 Medium
- + Captures a more stylized, artistic approach to chalkboard lettering.
- + Good representation of an ornate wooden frame and chalk smudging on the surface.
- − Significant spelling errors and gibberish text throughout the menu.
- − Failed to include the requested date 'April 30, 2026' correctly.
- − Poor overall legibility and coherence of the list items.
Verdict: Qwen Image 2.0 Pro is the clear winner as it successfully rendered almost all the requested text with high accuracy and a very convincing chalk texture. In contrast, Stable Diffusion 3.5 Medium struggled significantly with the text-to-image requirements, resulting in illegible words and missing prompt details.
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.”
Qwen Image 2.0 Pro
Stable Diffusion 3.5 Medium
AI Judge Analysis
Qwen Image 2.0 Pro
- + Excellent adherence to the 'businesswoman looking at phone' requirement
- + High realism in textures, lighting, and taxi interior details like the TLC license plate
- + Superior composition using a side-angle that captures both the driver and passenger clearly
- − The capybara's paws look slightly human-like/distorted on the steering wheel
- − Minor misspelling in the license plate text ('Licesed')
Stable Diffusion 3.5 Medium
- + Sympathetic and cute character design for the capybara
- + Good color saturation and vibrance in the city bokeh
- − Fails the prompt requirement of the passenger looking at her phone
- − The passenger's face is out of focus and lacks detail
- − The paws are not correctly positioned on a steering wheel, which is barely visible
Verdict: Qwen Image 2.0 Pro is the clear winner as it followed every detail of the prompt, specifically the businesswoman using her phone, which Stable Diffusion 3.5 Medium completely missed. Qwen also provided a much more realistic and detailed taxi interior with better cinematic framing.
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.”
Qwen Image 2.0 Pro
Stable Diffusion 3.5 Medium
AI Judge Analysis
Qwen Image 2.0 Pro
- + Perfect text rendering for all requested titles and event details.
- + Excellent gothic aesthetic with cinematic green lighting and detailed textures.
- + Well-balanced composition that adheres to every specific element of the prompt.
- − The bats are slightly repetitive in their posing.
- − The lighting on the background trees is a bit flat compared to the pumpkin.
Stable Diffusion 3.5 Medium
- + Nice parchment texture effect for the paper.
- + The silhouetted trees and webs create a strong Halloween vibe.
- − Failed significantly on text rendering with multiple typos like 'Invilloween' and 'The Aches'.
- − Missing the specific gothic scroll banner requested in the prompt.
- − Did not correctly format the date and time strings.
Verdict: Qwen Image 2.0 Pro is the clear winner as it followed every instruction, including rendering complex specific text with 100% accuracy. Stable Diffusion 3.5 Medium struggled with the text and provided a more generic layout that missed several of the requested elements.
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.”
Qwen Image 2.0 Pro
Stable Diffusion 3.5 Medium
AI Judge Analysis
Qwen Image 2.0 Pro
- + Excellent text rendering with 'JAPAN' and 'SUSHI' correctly placed and spelled.
- + Highly accurate 45° isometric perspective on a raised diorama base as requested.
- + Clean, high-quality 3D cartoon aesthetic with soft refined textures.
- − None notable.
Stable Diffusion 3.5 Medium
- + Appealing material textures on the sushi roe.
- + Vibrant color palette.
- − Failed to include the requested flag icon.
- − The text 'SUSHI' has a small artifact dot and 'JAPAN' is not sufficiently bold or large.
- − Missed the specific 'raised diorama base' instruction, showing only a floating plate.
Verdict: Qwen Image 2.0 Pro followed every specific detail of the prompt, including the layout of the text, the inclusion of the flag icon, and the specific isometric diorama base. Stable Diffusion 3.5 Medium failed to include the flag and the diorama base, and its text rendering was significantly weaker in comparison.
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.”
Qwen Image 2.0 Pro
Stable Diffusion 3.5 Medium
AI Judge Analysis
Qwen Image 2.0 Pro
- + Excellent adherence to the prompt including all four distinct animals.
- + Natural, photorealistic lighting with visible god rays and sunrise atmosphere.
- + Anatomically realistic representation of fur texture and animal proportions.
- − The fox's paw placement on the rabbit is slightly awkward.
- − Some minor blending issues where the kitten and fox meet.
Stable Diffusion 3.5 Medium
- + Bright, vibrant colors and high contrast create a very 'joyful' feel.
- + Clean texturing on the fur of the puppy.
- − Missed one of the requested animals (no bunny).
- − The cat and fox share a very similar 'orange' appearance, lacking clear species distinction.
- − Artificial, 'AI-look' with over-sharpened details and less realistic lighting.
Verdict: Qwen Image 2.0 Pro is the clear winner as it successfully included all four requested animals (puppy, kitten, bunny, and fox), whereas Stable Diffusion 3.5 Medium omitted the bunny. Qwen also achieved a much higher level of photorealism and better lighting, while Stable Diffusion had a more saturated, digital illustration feel.
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.”
Qwen Image 2.0 Pro
Stable Diffusion 3.5 Medium
AI Judge Analysis
Qwen Image 2.0 Pro
- + Clean vector aesthetic that matches the minimalist request.
- + Correct 'Est. 1720' text rendering.
- + Good color palette adherence with warm brown and cream tones.
- − Spelling error in primary name ('Floriian' instead of 'Florian').
- − The cloche handle is slightly off-center.
Stable Diffusion 3.5 Medium
- + Beautiful vintage illustration style with high artistic detail.
- + More sophisticated typography style.
- + Good capture of the 'subtle texture' and 'vintage' feel.
- − Failed to include '1720' correctly, truncating it to '170'.
- − Spelling error in main name ('Florrian').
- − The cloche structure is cluttered and less identifiable as a dome.
Verdict: Qwen Image 2.0 Pro is the better choice for a logo design because it captures the 'minimalist' and 'vector' elements of the prompt perfectly, despite a minor spelling error. Stable Diffusion 3.5 Medium produces a more detailed illustration, but it fails on key text elements ('Est 170') and is too cluttered for a minimalist logo.
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.”
Qwen Image 2.0 Pro
Stable Diffusion 3.5 Medium
AI Judge Analysis
Qwen Image 2.0 Pro
- + Excellent text rendering with no spelling errors in the numbered steps.
- + Clean, professional flat-vector aesthetic that matches the 'modern infographic' request.
- + Logical spatial flow from launch to landing with accurate icon representation.
- − The lunar module icon is slightly more detailed and less 'flat' than the planetary icons.
- − The crew names are correct but the icons above them are generic.
Stable Diffusion 3.5 Medium
- + Strong use of the NASA-inspired color palette.
- + Interesting use of negative space in the composition.
- − Severe spelling errors and gibberish text throughout the image.
- − Icons are inconsistent and do not accurately represent the requested steps.
- − Messy layout that is difficult to follow as an infographic.
Verdict: Qwen Image 2.0 Pro followed every part of the prompt, delivering a highly functional, legible, and aesthetically pleasing infographic with perfect text. Stable Diffusion 3.5 Medium failed on text rendering, logical consistency of the icons, and overall clarity, resulting in a disorganized image that does not serve as an infographic.
Next steps
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