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
#32 of 62 in Text-to-Image
Stable Diffusion 3.5 Large
#30 of 62 in Text-to-Image
Where the votes landed
Qwen Image 2.0 Pro
0%
win rate
Ties
0%
Stable Diffusion 3.5 Large
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 2.0 Pro
- + Excellent adherence to the spatial requirements of the prompt.
- + Photorealistic lighting and textures on the wooden table and book.
- + Clean and elegant composition with a consistent perspective.
Stable Diffusion 3.5 Large
- + High clarity on the glass edges and reflections.
- + Vibrant colors and sharp details on the blue sphere.
- + Accurate interpretation of the side window light.
- − Failed the spatial prompt: the book is inside/under the cube instead of on top.
- − The glass cube appears to have no bottom, or is clipping through the book.
- − The plant is more to the side than 'behind' the cube.
Verdict: Qwen Image 2.0 Pro followed every spatial instruction perfectly, correctly placing the sphere inside the cube and the red book on top. Stable Diffusion 3.5 Large struggled with the spatial logic, placing the cube over the book and sphere, which contradicted the prompt's specific requirements. Qwen's output is also more aesthetically grounded and realistic.
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 2.0 Pro
- + Excellent text rendering with perfect spelling and the requested fiery effect on the title.
- + Accurately depicts the 'exploded' view with clear separation between all burger components.
- + Clean, professional composition suitable for a high-quality advertisement.
- − The starburst for the price looks like a basic clip-art element and lacks the 'fiery, glowing effect' requested.
- − The lighting on the burger components is slightly flat compared to the dramatic background.
Stable Diffusion 3.5 Large
- + Dynamic and intense lighting with realistic fire and ember effects.
- + High degree of photographic detail in the meat texture and melting cheese.
- + The burger appears to be hovering/suspended in mid-air as requested.
- − Completely failed to include any of the requested text.
- − Failed to create an 'exploded' view; the burger is fully assembled rather than having components separated in mid-air.
- − The burger looks more like a double-patty burger than a standard representation of the requested components.
Verdict: Qwen Image 2.0 Pro is the clear winner because it followed every instruction, including the complex request for specific text strings and an 'exploded' view of the burger. Stable Diffusion 3.5 Large produced a visually striking image with great fire effects, but it completely ignored the text requirements and the specific structural layout requested in the prompt.
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 2.0 Pro
- + Excellent text rendering with perfect spelling of the entire prompt requirement.
- + Very realistic chalk texture with dusty smudges and authentic handwriting variations.
- + High adherence to the specific formatting and year (2026) requested.
- − The 'elegant cursive' request for the title was interpreted as a slightly stylized print rather than traditional cursive script.
Stable Diffusion 3.5 Large
- + Provides a wider environmental context showing the café interior.
- + Captures a pleasant, bright aesthetic.
- − Numerous spelling errors including 'TODAAY' and 'Truffle S Ottpups'.
- − Incorrect year (2024 instead of 2026).
- − The font appears more digital/uniform than the requested natural chalk handwriting.
Verdict: Qwen Image 2.0 Pro followed the complex text requirements perfectly, rendering all specific menu items and the exact date with impressive accuracy and realistic chalk textures. Stable Diffusion 3.5 Large failed on several spelling points, the requested date, and the 'handwritten' feel, resulting in a cluttered board with nonsensical text.
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 2.0 Pro
- + Excellent adherence to all prompt elements including the presence of the human passenger.
- + The lighting and taxi interior texture feel authentically photorealistic.
- + Creative and high-quality fur texture on the capybara.
- − The hands/paws are slightly uncanny and blend human/animal anatomy awkwardly.
- − Minor spelling error on the 'TLC Licesed' sticker.
Stable Diffusion 3.5 Large
- + High contrast, vibrant colors and sharp focus.
- + Good costume design on the capybara.
- − Completely failed to include the human businesswoman in the back seat.
- − The paws are not correctly positioned on the steering wheel as requested.
- − The capybara's face is somewhat distorted with a strange nose/mouth structure.
Verdict: Qwen Image 2.0 Pro is the clear winner as it successfully followed the complex multi-subject prompt, including the bored businesswoman in the backseat. Stable Diffusion 3.5 Large completely ignored the passenger and failed on the specific pose of the paws on the steering wheel.
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 2.0 Pro
- + Perfectly rendered text for all requested fields including the specific date and location.
- + High-quality, polished jack-o-lantern with creative internal candle lighting.
- + Excellent adherence to the 'square format' and 'spooky border' instructions.
- − The composition feels a bit cramped with the bats placed very close to the central pumpkin.
- − The background trees are somewhat repetitive in texture.
Stable Diffusion 3.5 Large
- + Captures the 'dark parchment' texture and 'vintage gothic' aesthetic very effectively.
- + Dramatic composition with the large moon and silhouettes creates a strong moody atmosphere.
- − Failed to include the requested event details (Date, Time, Location) at the bottom.
- − Text rendering in the scroll is messy with artifacts and incomplete letters.
- − Failed to follow the square format requirement, producing a rectangular image.
Verdict: Qwen Image 2.0 Pro is the clear winner as it followed every instruction, including specific text details and formatting requirements, with perfect legibility. While Stable Diffusion 3.5 Large captured a nice vintage atmosphere, it failed to include the event details and ignored the square format constraint.
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 2.0 Pro
- + Excellent typography following the specific top-center placement requested.
- + Perfectly captures the clean isometric diorama aesthetic with a soft cartoon style.
- + Highly accurate adherence to the 'minimal garnish' and 'small raised diorama' instructions.
- − The textures are more stylized than 'realistic PBR' though they match the cartoon vibe.
Stable Diffusion 3.5 Large
- + Very high detail in rice and fish textures satisfying the 'realistic' part of the prompt.
- + Creative inclusion of extras like the bowl of ginger and chopsticks.
- − Failed to place the text at the top-center, instead placing it on a small sign.
- − Ignored the 'minimal garnish' instruction, creating a cluttered scene.
- − The background is textured/mottled rather than the requested solid blue.
Verdict: Qwen Image 2.0 Pro followed the complex layout instructions perfectly, delivering the exact typography and minimalist diorama style requested. Stable Diffusion 3.5 Large produced a high-quality render but ignored several negative and positioning constraints, such as the solid background and top-center text placement. Qwen is the clear winner for its superior prompt adherence and cleaner composition.
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 2.0 Pro
- + Excellent anatomical accuracy for all four distinct animal species
- + Highly realistic lighting with well-defined god rays and dew sparkles
- + Superior texture detail in the fur and surrounding wildflowers
- − The animals are huddling more than 'tumbling and chasing'
- − The cat's expression is slightly more static than the others
Stable Diffusion 3.5 Large
- + Successfully captures the 'tumbling' and 'chasing' action requested
- + Bright, joyful color palette and expressive facial features
- − The kitten lacks the requested tabby markings and looks more like a fox/cat hybrid
- − Anatomical issues with the animals' paws during the run
- − Lacks the fine detail and realism found in the foliage of the other image
Verdict: Qwen Image 2.0 Pro produces a significantly more photorealistic image with high-fidelity textures and accurate animal anatomy, though it is a bit static. Stable Diffusion 3.5 Large captures the energy of the prompt better, but fails on the specific 'tabby kitten' requirement and has several anatomical distortions in the paws and fur textures. Qwen is the winner for its superior 8K-style masterwork quality.
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 2.0 Pro
- + Clean vector-style execution with high clarity
- + Elegant banner integration for the main text
- + Consistent brown and cream color palette
- − Spelling error in the main name ('Floriian')
- − Steam effect appears behind the banner rather than rising from the cloche traditionally
Stable Diffusion 3.5 Large
- + Better 'vintage' feel with secondary textures and corner ornaments
- + Superior steam representation and minimalist silhouette
- + Good spacing and classic font selection
- − Spelling error in the restaurant name ('Cafféé')
- − Minimalist cloche icon is slightly generic compared to the first model
Verdict: Both models struggled with the specific spelling of 'Caffè Florian', with Qwen Image 2.0 Pro adding an extra 'i' and Stable Diffusion 3.5 Large adding an extra 'e'. Qwen provides a more cohesive emblem-style logo that feels modern-vintage, whereas Stable Diffusion captures the requested 'subtle texture' and 'vintage minimalist' vibe more authentically despite the slightly more complex layout.
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 2.0 Pro
- + Excellent text rendering with all six requested steps spelled correctly
- + Clear, logical flow of information that follows the narrative of the prompt
- + Clean vector aesthetic that matches the requested flat-graphic style
- − The 'Translunar' trajectory starts oddly from the lunar orbit area rather than Earth
- − Icons for the lunar module are a bit detailed for a strictly 'flat-vector' style
Stable Diffusion 3.5 Large
- + Uses the requested NASA-inspired color palette effectively
- + Captures a vintage space-poster aesthetic
- − Fails to follow the requested six-step structure
- − Text is largely illegible or gibberish despite the prompt's specific requirements
- − Includes a space shuttle and Saturn-like rings which are inaccurate for the Apollo 11 mission
Verdict: Qwen Image 2.0 Pro successfully followed all instructions, including the specific list of six steps and the rendering of legible text. Stable Diffusion 3.5 Large failed on most prompt adherence criteria, producing a cluttered image with nonsensical text and historical inaccuracies like a space shuttle.
Explore each model
Stability AI's 8.1-billion parameter Multimodal Diffusion Transformer (MMDiT) text-to-image model featuring improved image quality, typography, complex prompt understanding, and resource-efficiency