Qwen Image 2.0 Pro Alibaba Stable Diffusion 3.5 Large Turbo Stability AI

Settled by community votes across 9 shared challenges, with an AI judge weighing in on each.

Qwen Image 2.0 Pro

22.8 arena score

#31 of 62 in Text-to-Image

Skill signature · Text-to-Image

Stable Diffusion 3.5 Large Turbo

10.7 arena score

#61 of 62 in Text-to-Image

Vote tally

Where the votes landed

Qwen Image 2.0 Pro

win rate

Ties

Stable Diffusion 3.5 Large Turbo

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 Large Turbo

AI Judge Analysis

Qwen Image 2.0 Pro

+ Perfect adherence to all spatial instructions
+ Photorealistic rendering of glass reflections and caustics
+ Natural lighting and cohesive integration of elements

− The blue sphere appears to be floating without a visible support structure

Stable Diffusion 3.5 Large Turbo

+ Clean, high-contrast aesthetic
+ Vibrant colors on the sphere and plant

− Failed the spatial instruction to place the book on top of the cube
− The cube frame and glass thickness are inconsistent
− The plant lacks realistic texture

Verdict: Qwen Image 2.0 Pro followed the complex spatial prompt perfectly, placing the red book on top of the cube and the plant behind it. Stable Diffusion 3.5 Large Turbo failed the spatial arrangement significantly by placing the book inside the cube, and produced a more CGI-like image compared to Qwen's photorealistic result.

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 Large Turbo

AI Judge Analysis

Qwen Image 2.0 Pro

+ Perfect text rendering of all requested phrases including the price and starburst.
+ Excellent adherence to the 'exploded' burger request with clearly suspended layers.
+ High level of photorealistic detail on the meat texture and fresh vegetables.

− The starburst element looks a bit like a flat clip-art overlay compared to the 3D burger.

Stable Diffusion 3.5 Large Turbo

+ Dynamic lighting and vibrant use of glowing embers and fire.
+ Intense sense of motion and heat.

− Failed to include any of the requested text elements.
− The burger is not 'exploded' or separated into suspended components as requested.
− Visual style is more illustrative/AI-style than photorealistic.

Verdict: Qwen Image 2.0 Pro followed every instruction in the prompt, including complex text integration and the specific 'exploded' layout of the burger. Stable Diffusion 3.5 Large Turbo completely ignored the text requirements and failed to create the exploded view, resulting in a standard burger cluster instead of an advertisement layout.

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 Large Turbo

AI Judge Analysis

Qwen Image 2.0 Pro

+ Excellent text accuracy with no spelling errors.
+ Realistic chalk texture and smudging on the board.
+ Authentic handwritten aesthetic with natural variations.

Stable Diffusion 3.5 Large Turbo

+ Clean aesthetic composition for a cafe setting.
+ Functional use of lighting and shelf staging.

− Numerous spelling errors including 'apri 3L', 'trulale', and 'ocotpgs'.
− Text appears as a digital font rather than natural chalk handwriting.
− The text style is inconsistent with the requested 'elegant cursive' title.

Verdict: Qwen Image 2.0 Pro followed the prompt instructions perfectly, rendering the complex menu items with 100% accuracy and a very realistic chalk-on-blackboard texture. Stable Diffusion 3.5 Large Turbo failed significantly on text rendering, producing gibberish words and a digital-style font that lacked the requested handwriting quality.

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 Large Turbo

AI Judge Analysis

Qwen Image 2.0 Pro

+ Excellent photorealism with gritty, cinematic lighting
+ Precisely adheres to all prompt details including the passenger's expression and activity
+ Authentic taxi interior details like the TLC license plate and meter lights

− The capybara's paws look slightly more like human hands than actual capybara paws
− The spelling on the sticker is 'Licesed' instead of Licensed

Stable Diffusion 3.5 Large Turbo

+ Strong composition with professional-looking depth of field
+ Clean rendering of the capybara's fur and whiskers
+ Good placement of the capybara's paws on the wheel

− Failed to show the passenger looking at her phone
− The passenger is out of focus and less detailed
− The overall lighting and texture feel more like a digital render than a photograph

Verdict: Qwen Image 2.0 Pro is the clear winner as it captured every specific detail of the prompt, including the businesswoman's bored expression and her interaction with the phone. While Stable Diffusion 3.5 Large Turbo produced a clean image, it missed key narrative elements of the prompt and lacked the authentic New York taxi atmosphere present in Qwen's output.

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 Large Turbo

AI Judge Analysis

Qwen Image 2.0 Pro

+ Perfect adherence to all text requirements including the event details and scroll banner.
+ Highly detailed, cinematic lighting with a glowing jack-o-lantern that feels integrated into the scene.
+ Sophisticated gothic aesthetic with intricate thorn and web borders.

− The bats have a slightly more 'taxidermy' or heavy look compared to the stylistic background.

Stable Diffusion 3.5 Large Turbo

+ Clean, high-contrast graphic style with clear silhouette work.
+ Good composition with a clear central focus.

− Failed to include almost all requested text including the banner phrase and event details.
− The 'parchment' look is very simple and lacks the vintage texture requested.
− The title text is clipped and incorrect ('Halloween Party' instead of the full requested title).

Verdict: Qwen Image 2.0 Pro followed every instruction perfectly, including complex text rendering for the event details and the scroll banner. Stable Diffusion 3.5 Large Turbo failed to include the majority of the requested text and opted for a much simpler, less 'vintage gothic' style.

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 Large Turbo

AI Judge Analysis

Qwen Image 2.0 Pro

+ Excellent typography with perfect spelling and placement.
+ Accurate and clean miniature 3D cartoon style with high resolution.
+ Follows all layout instructions including the flag icon and solid blue background.

− The diorama base is a bit plain compared to the sushi details.

Stable Diffusion 3.5 Large Turbo

+ Good use of isometric perspective.
+ Vibrant colors and interesting 3D textures on the food.

− Spelling error in the word 'SIIHI'.
− Incorrect flag representation (resembles Poland rather than Japan).
− The text is integrated into the scene rather than at the top-center as requested.

Verdict: Qwen Image 2.0 Pro followed every instruction perfectly, delivering clean typography, a correct Japanese flag icon, and a polished 3D cartoon aesthetic. Stable Diffusion 3.5 Large Turbo struggled with the layout, misidentified the flag, and failed on the text spelling for 'SUSHI'.

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 Large Turbo

AI Judge Analysis

Qwen Image 2.0 Pro

+ Successfully includes all four requested animals (dog, cat, bunny, fox).
+ High level of photographic realism with natural fur textures and lighting.
+ Beautiful landscape composition with prominent god rays and dew details.

− The fox kit has a slightly elongated tail that looks a bit stiff.

Stable Diffusion 3.5 Large Turbo

+ Cute, stylized character designs with large expressive eyes.
+ Bright, vibrant colors that evoke a joyful mood.

− Failed to include the requested baby bunny and fox kit, showing only kittens and a puppy.
− Has a plastic, 'AI-generated' look rather than the requested hyper-photorealism.
− The dog's paws are merging awkwardly with the kitten on the left.

Verdict: Qwen Image 2.0 Pro followed the prompt perfectly, including all four specific animals in a convincingly realistic and lush environment. In contrast, Stable Diffusion 3.5 Large Turbo failed the prompt adherence test by missing two of the animals and produced a much more stylized, cartoonish image that lacked the requested photographic 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.”

Qwen Image 2.0 Pro

Stable Diffusion 3.5 Large Turbo

AI Judge Analysis

Qwen Image 2.0 Pro

+ Clean vector aesthetic that matches the minimalist emblem style.
+ Excellent color palette following the warm brown and cream tones requested.
+ Subtle texture on the background is well-executed without being distracting.

− Spelling error in the main text ('Floriian' instead of 'Florian').
− The cloche is a bit overly simplified, appearing somewhat flat.

Stable Diffusion 3.5 Large Turbo

+ Strong vintage character with high-contrast shading.
+ Creative integration of the cloche to look like a coffee cup, fitting for a 'Caffè'.
+ Text is centered and legible with an appropriate retro font.

− Significant spelling errors ('Caffeé' and 'Florin').
− The cloche handle is misaligned with the steam, and the banner has messy artifacts on the right side.
− Less minimalist than Image A, leaning more towards a complex illustration.

Verdict: Qwen Image 2.0 Pro is preferred as it better captures the requested minimalist vector emblem style and maintains high visual clarity. While Stable Diffusion 3.5 Large Turbo offers a more creative interpretation by blending a cloche with a coffee mug, it suffers from messy details on the banner and significant spelling mistakes.

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 Large Turbo

AI Judge Analysis

Qwen Image 2.0 Pro

+ Excellent text rendering with no spelling errors.
+ Perfect adherence to the 6-step chronological structure requested.
+ Clean, professional flat-vector aesthetic with a logical flow.

− The rocket in the 'Launch' step lacks the 'Saturn V' specific silhouette requested.
− The icons for descent and landing are nearly identical.

Stable Diffusion 3.5 Large Turbo

+ Strong artistic composition with a vintage NASA aesthetic.
+ Good color palette adherence.

− Complete failure to follow the 6-step chronological list requested.
− Poor text rendering with many gibberish characters and misspellings.
− Unordered icons that do not reflect the mission phases accurately.

Verdict: Qwen Image 2.0 Pro is the clear winner as it followed all instructions, including the specific sequence of six mission steps and rendering perfect English text. Stable Diffusion 3.5 Large Turbo produced a stylized poster with heavy gibberish text and failed to include the requested chronological icons.