Qwen Image 2.0 Alibaba vs Stable Diffusion 3.5 Large Stability AI

Qwen Image 2.0

• + Perfect adherence to spatial instructions with the book on top and sphere inside
• + Realistic glass reflections and light refraction
• + Excellent soft window lighting from the left as requested

• − The sphere appears to be floating without a visible support structure
• − The glass cube has internal partitions that make it look like multiple boxes merged

Stable Diffusion 3.5 Large

• + Very high clarity and realistic materials
• + Accurately depicts a green plant partially visible through the glass

• − Failed the spatial prompt: the red book is inside the cube rather than on top of it
• − The blue sphere is on top of the book, which was not the requested arrangement

Qwen Image 2.0

• + Excellent skin texture and facial details that feel authentic and non-AI.
• + The shallow depth of field and color grading perfectly match the 'cinematic' and 'no stylization' requirements.
• + The composition feels like a genuine candid street photo with a very natural crop.

• − The car in the background lacks the requested motion blur.
• − Minor anatomical confusion where the hands interact with the bicycle chain.

Stable Diffusion 3.5 Large

• + Successfully captures the light rain effect and wet pavement reflections.
• + Accurately represents the request for a red bicycle and an elderly man.
• + Good use of vertical space in the composition.

• − The image has an obvious 'AI-generated' smooth aesthetic that ignores the 'no stylization' and 'natural skin' request.
• − The man's hands are mangled and fused into the bicycle handlebars.
• − The background car lacks motion blur and looks Static.

Qwen Image 2.0

• + Excellent depiction of beads within the braided hair.
• + Highly detailed textures on the leather and pitted metal armor.
• + Superior lighting effects with warm reflections and bokeh sparks.

• − The eyes appear slightly glowing or unnatural rather than just lifelike.
• − Composition is a bit crowded with the hand placement.

Stable Diffusion 3.5 Large

• + Incredible level of fine detail in the ornate armor engravings.
• + Very lifelike eyes and realistic facial anatomy.
• + Excellent shallow depth of field with a distinct background.

• − Failed to include the requested beads in the braids.
• − The lighting feels a bit cooler and less 'torchlit' than requested.

Qwen Image 2.0

• + Excellent photographic quality and realism in the food imagery.
• + Clean, logical grid layout that perfectly matches the 'minimalist' request.
• + Accurate categorization into Appetizers, Pizza, and Mains.

• − Nonsense text for dish names and prices.
• − Formatting of some text characters is glitchy and inconsistent.

Stable Diffusion 3.5 Large

• + Interesting use of a side-scrolling floral/food border for a creative layout.
• + Large, bold typography for the main header.

• − Extremely poor text rendering with significant gibberish and artifacts.
• − Layout is cluttered and does not feel 'minimalist' or professional for a menu.
• − Categorization labels are misspelled and confusing.

Qwen Image 2.0

• + Excellent text rendering with perfect spelling and realistic chalk texture.
• + Authentic handwriting style that matches the prompt's request for natural variations.
• + High-quality composition with a realistic cafe background in soft focus.

• − The 'Today's Specials' title is in a clean print-cursive hybrid rather than elaborate elegant cursive.

Stable Diffusion 3.5 Large

• + Successfully captures a wider view of a cozy cafe environment.
• + Good use of chalk-style decorative borders around menu sections.

• − Numerous spelling errors including 'TODAAY' and 'Muglrrom'.
• − Incorrect date (2024 instead of 2026).
• − The text is very messy and difficult to read compared to the other model.

Qwen Image 2.0

• + Excellent clarity and vibrant cinematic lighting.
• + High level of detail in the horse's anatomy and the astronaut's suit.
• + Creative addition of floating water droplets that enhance the surreal theme.

• − The horse's skin has an unusual scale-like texture near the neck that looks a bit digital.
• − The composition feels a bit static compared to the movement in the other model.

Stable Diffusion 3.5 Large

• + Stronger sense of motion and scale with the star dust and planetary background.
• + Better integration of the subjects into the environment through atmospheric lighting.
• + Atmospheric 'fog' and stardust create a more dreamy, surreal aesthetic.

• − Lower clarity on the astronaut's face and suit details compared to Qwen.
• − The horse's anatomy, specifically the hind legs, is somewhat obscured by the 'dust' effect.

Qwen Image 2.0

• + Excellent adherence to the full prompt including the passenger.
• + Realistic textures for the capybara's fur and the leather steering wheel.
• + Natural lighting and composition that creates a cohesive cinematic scene.

• − The capybara's paws look slightly more like humanoid hands with fur.

Stable Diffusion 3.5 Large

• + High resolution and sharp details on the capybara's face.
• + Good clothing textures on the jacket.

• − Completely missed the passenger character requested in the prompt.
• − The perspective is awkward, with the capybara sitting too low and far back for the steering wheel.
• − The capybara has human-proportioned legs and hands extending from its body.

Qwen Image 2.0

• + Excellent text rendering with no spelling errors in any of the required fields.
• + Superior adherence to all prompt details, including the specific date and location.
• + Balanced gothic composition that feels like a cohesive invitation.

• − The jack-o-lantern is placed over the background trees rather than being integrated into the scene's depth.

Stable Diffusion 3.5 Large

• + Good gothic aesthetic with high contrast and a nice parchment texture.
• + Large, atmospheric moon and silhouettes create a strong spooky mood.

• − Failed to include the specific event details like date, time, and location.
• − Text rendering is inconsistent, with some garbled characters at the bottom of the scroll.
• − Composition is slightly cluttered with secondary jack-o-lanterns that distract from the central focus.

Qwen Image 2.0

• + Excellent text rendering and alignment with the requested top-center position.
• + Clean, professional composition that perfectly follows the 'minimal garnish' instruction.
• + High-clarity materials that look both appetizing and stylized.

• − The style leans more toward realistic product photography than '3D cartoon' or 'miniature diorama'.

Stable Diffusion 3.5 Large

• + Stronger adherence to the 'miniature 3D cartoon' and 'diorama' aesthetic.
• + Includes more detailed sushi variety and a physical miniature flag.
• + Good texture work on the rice and wooden base.

• − Failed to place the text in the background as requested, putting it on a small sign instead.
• − The scene is a bit cluttered, ignoring the 'minimal garnish' instruction.
• − The flag icon is a physical object rather than a graphic element as implied by the prompt structure.

Qwen Image 2.0

• + Successfully included all four requested animals interacting in one cluster.
• + Excellent rendering of lighting and 'god rays' through the trees.
• + Highly detailed fur texture and clear, sharp focus on all characters.

• − The fox kit is a bit squashed at the bottom and has a slightly awkward pose.

Stable Diffusion 3.5 Large

• + Captures a strong sense of joy and movement with the animals running forward.
• + Beautiful bokeh effect and soft, whimsical lighting.
• + The kitten and fox are very distinct and cute.

• − The tabby kitten appears more like a plain ginger kitten, missing specific tabby markings.
• − Anatomy on the puppy's back paw is slightly blurry/indistinct.

Qwen Image 2.0

• + Excellent typography and spelling of the specific name requested.
• + High-quality vector illustration style with clean lines and professional shading.
• + Perfect adherence to the 'Est. 1720' banner requirement.

• − The 'steam' element is integrated into the cloche surface rather than hovering above it.
• − Slightly less 'minimalist' than model B due to the amount of shading and detail.

Stable Diffusion 3.5 Large

• + Successfully captures a minimalist aesthetic with clean silhouettes.
• + Includes subtle paper texture on the background as requested.
• + Creative representation of steam both inside and above the cloche.

• − Incorrect spelling of the brand name adding an extra 'e' to 'Cafféé'.
• − The layout is a bit scattered with too much vertical whitespace between elements.
• − Visual artifacts present in the 'steam' above the cloche where it meets the knob.

Qwen Image 2.0

• + Excellent typography with nearly perfect spelling for all required stages.
• + Accurately follows the requested vertical six-step flow with appropriate iconography for each.
• + Clean vector aesthetic with the specific NASA-inspired color palette.

• − Includes a minor typo in 'Translunjar' (contains an extra 'j').
• − Stylization of the lunar module landing icon is a bit bulky compared to the other minimalist icons.

Stable Diffusion 3.5 Large

• + Intricate detail in the planetary illustrations.
• + Good adherence to the requested color palette.

• − Fails to follow the sequential six-step logic requested in the prompt.
• − Poor text rendering with illegible, garbled labels.
• − Inaccurate iconography, showing a Space Shuttle style craft instead of a Saturn V or Apollo Lunar Module.