Stable Diffusion 3.5 Large Turbo Stability AI vs Wan 2.7 Pro Alibaba

Stable Diffusion 3.5 Large Turbo

• + Excellent light and shadow rendering with directional window light.
• + Clean, modern aesthetic with high-quality textures on the wooden table.

• − Failed the spatial reasoning of the prompt by placing the book inside/at the base and the sphere on the book.
• − Plant is to the side rather than behind the cube as requested.

Wan 2.7 Pro

• + Perfect prompt adherence with the book on top and the sphere inside the cube.
• + Highly realistic photographic quality with natural-looking textures and reflections.
• + Correctly placed the plant behind the cube, visible through the glass.

• − The window light is more diffuse than the 'left' side specification might suggest, though still present.

Stable Diffusion 3.5 Large Turbo

• + Successfully includes the red bicycle and the elderly man subject.

• − Anatomical errors in the hands and facial structure make the subject look distorted.
• − The bicycle geometry is physically impossible and lacks realistic mechanical parts.
• − Lacks the requested 'candid street photo' feel, appearing more like an AI illustration.

Wan 2.7 Pro

• + Excellent adherence to the 'candid street photo' style with realistic skin textures and lighting.
• + Correctly renders wet pavement reflections and a realistic urban Japanese environment.
• + High mechanical accuracy for the bicycle and natural human posing.

• − The requested 'motion blur from passing cars' is present but subtle, as the cars appear mostly stationary.
• − Missed the 'imperfect framing' prompt as the subject is well-centered.

Stable Diffusion 3.5 Large Turbo

• + Strong composition and vibrant colors
• + Detailed engraving on the armor
• + Very clear and sharp facial features

• − Has a plasticky, CGI-like skin texture
• − Missed the 'beads' in the hair requirement
• − The lighting feels artificial and flat on the skin

Wan 2.7 Pro

• + Excellent adherence to all prompt details including beads, scars, and dirt
• + Photoreal skin texture and lifelike eyes
• + Beautiful warm torchlight and bokeh implementation

• − The leather straps overlap in a slightly confusing way
• − The armor engraving is slightly less sharp than Model A

Stable Diffusion 3.5 Large Turbo

• + Excellent food photography quality
• + Bold and readable headers for 'Pizza' and 'Mians'

• − Layout feels like a collection of objects rather than a functional menu design
• − Total lack of actual menu text (uses illegible lines)
• − Unrealistic food shapes that look like 3D renders rather than real dishes

Wan 2.7 Pro

• + Complete and professional menu layout with pricing and descriptions
• + Excellent grid-based organization of food photos
• + High typography quality with brand identity and contact details

• − Minor spelling errors in food items (e.g., 'Cala-riri', 'Seafood Riuotto')
• − Photos on the menu are slightly small for a 3x4 grid structure

Stable Diffusion 3.5 Large Turbo

• + Strong atmospheric lighting and fiery energy.
• + Good texture on the bun and lettuce.

• − Failed to include any of the requested text.
• − Not an 'exploded' view; the burger is mostly assembled and static.
• − Presence of an illogical stick or wire poking out the top.

Wan 2.7 Pro

• + Excellent adherence to the 'exploded' view with suspended components.
• + Perfect execution of all requested text including 'MAGIC BURGER', 'LIMITED TIME ONLY', and the price starburst.
• + Clean, professional advertisement layout.

• − The 'fiery' effect on the text is a bit literal and illustrative rather than integrated into the scene lighting.

Stable Diffusion 3.5 Large Turbo

• + Clean aesthetic composition
• + Good café atmosphere with lighting and plants

• − Numerous spelling errors including 'apri 3l 20-', 'trulale', and 'ocopus'
• − The text is very stylized and looks more like a digital font than real chalk handwriting
• − Failed to include the specific year 2026 clearly

Wan 2.7 Pro

• + Perfect text adherence with $0 spelling mistakes for all requested items
• + Excellent chalk texture with realistic smudges and dust on the board
• + Handwritten style looks authentic and consistent with the prompt's request

• − The 'cursive' request for the title is interpreted more as a stylized print than traditional flowing cursive
• − Background is slightly less sharp than Model A

Stable Diffusion 3.5 Large Turbo

• + Features a dynamic, cinematic angle with dramatic lighting.
• + The horse's mane and tail show fluid motion which adds to the surreal quality.
• + High-contrast aesthetic creates a bold, graphic look.

• − The horse's front leg is anatomically malformed and missing a hoof.
• − The astronaut's interaction with the saddle and reins is stiff and poorly defined.

Wan 2.7 Pro

• + Excellent anatomical rendering of both the horse and the astronaut's suit.
• + Rich, detailed background with various planets and stars adds to the cosmic theme.
• + Natural composition that feels cohesive and polished.

• − The lighting on the horse is a bit flat compared to the dramatic scene in Model A.
• − Interpretation is slightly more literal and less 'cinematic' in its framing.

Stable Diffusion 3.5 Large Turbo

• + Excellent photographic lighting and cinematic atmosphere
• + The capybara's texture and clothing integration are very high quality
• + Composition feels intimate and professional

• − The passenger is very blurry and her action with the phone is not clearly visible
• − The capybara's cap looks more like a modern baseball cap than a traditional taxi hat

Wan 2.7 Pro

• + Perfect adherence to all prompt details, including the businesswoman on her phone
• + Realistic traditional taxi driver cap
• + Both elements (driver and passenger) are in sharp focus and clearly separated

• − The capybara's paws on the steering wheel look more like primate hands, which is anatomically incorrect
• − The lighting is a bit flatter compared to the cinematic feel of the other model

Stable Diffusion 3.5 Large Turbo

• + Features a bold, high-contrast jack-o-lantern at the center.
• + Includes a thorny, web-filled border as requested.

• − Failed to include the specific event details (Date, Time, Location).
• − Failed to include the scroll banner and correct title text.
• − The composition feels empty with large blank spaces.

Wan 2.7 Pro

• + Excellent adherence to text instructions, including the full invitation details and scroll banner.
• + Sophisticated, polished illustration style that fits the 'vintage gothic' request perfectly.
• + Richly detailed composition with moody night sky, lanterns, and twisted trees.

• − The thorns in the border are less prominent than the vine and leaf motif.
• − One of the spiderwebs in the bottom corner is slightly disconnected.

Stable Diffusion 3.5 Large Turbo

• + Strong isometric composition with a clear diorama feel
• + Good use of 3D-style textures on the wooden base

• − Text rendering is poor with 'SUSHI' misspelled as 'SIIHI'
• − Flag icon is incorrect and appears as a generic red/white shape
• − The text is on floating signs rather than integrated at the 'top-center' of the frame

Wan 2.7 Pro

• + Perfect text rendering for both 'JAPAN' and 'SUSHI'
• + Includes a correct Japanese flag icon as requested
• + Excellent soft refined textures and high-clarity PBR materials

• − The 'diorama base' is a bit flat compared to the requested miniature style
• − Slightly more garnish than 'minimal', though still clean

Stable Diffusion 3.5 Large Turbo

• + Strong backlight and rim lighting effects
• + Vibrant colors and clean composition

• − Failed to include the requested baby bunny
• − Style is more 3D digital art than hyper-photorealistic
• − Anatomical issues with merged limbs between the cat and dog

Wan 2.7 Pro

• + Successfully included all four animals: puppy, kitten, bunny, and fox
• + Excellent capture of the 'god rays' and 'dew sparkles' atmospheric effects
• + High level of realism in fur textures and environments

• − Minor anatomical floating of the kitten's paw
• − Fox kit features are slightly more adult-like than a 'baby' kit

Stable Diffusion 3.5 Large Turbo

• + Strong vector aesthetic with bold contrast
• + Accurate fulfillment of the brown and cream color palette
• + Good use of texture on the background to enhance the vintage feel

• − Misspelled 'Caffè Florian' as 'Caffeé Florin'
• − The cloche is oddly merged with a mug handle, creating a confusing hybrid object

Wan 2.7 Pro

• + Excellent typography with correct accents and layout
• + Classical, ornate emblem style that fits the 1720 era
• + Clean, professional-grade vector lines and shading

• − Misspelled 'Florian' as 'Florion'
• − Included unnecessary peripheral icons in the corners of the frame

Stable Diffusion 3.5 Large Turbo

• + Strong artistic composition with a dynamic perspective.
• + Captures the high-contrast aesthetic of space art well.

• − Failed to include several requested steps, stopping after four items.
• − Text is largely gibberish and poorly formatted.
• − Does not follow the requested flat-vector infographic layout, opting for a collage style.

Wan 2.7 Pro

• + Excellent adherence to the infographic structure and step-by-step instructions.
• + High-quality text rendering and accurate spelling of names and technical terms.
• + Very clean vector aesthetic with consistent, modern iconography.

• − One minor typo in the word 'DESCENT' (rendered as 'DESCRIPT').