Stable Diffusion 3.5 Large Turbo Stability AI vs Wan 2.5 (Preview) Alibaba

Stable Diffusion 3.5 Large Turbo

• + Clean, sharp vector-like aesthetic
• + Good lighting direction with clear shadows

• − Failed the spatial logical prompt by placing the book inside the cube
• − Plant is to the left rather than behind the cube
• − Cube edges are black frames rather than pure glass

Wan 2.5 (Preview)

• + Excellent adherence to spatial relationships, placing the book on top and the sphere inside
• + Realistic materials including glass reflections and paper texture
• + Accurate placement of the plant behind the cube visible through the glass

• − Slightly dusty/noisy particles in the air might be distracting for some

Stable Diffusion 3.5 Large Turbo

• + Clean representation of the red bicycle
• + Adheres to the color requirements

• − Anatomical failures including a fused hand and a missing leg
• − Artificial, plastic-like skin and clothing texture
• − Lack of wet pavement reflections and raindrops
• − Cars in background are static and not motion blurred

Wan 2.5 (Preview)

• + Highly realistic skin textures and believable elderly Japanese subject
• + Excellent execution of wet pavement reflections and rainy atmosphere
• + Accurate shallow depth of field and street photography layout
• + Complex environmental details like scattered tools and a kickstand

• − The 'motion blur from passing cars' is present but subtle due to the shallow depth of field
• − Slightly less 'imperfect' framing than requested

Stable Diffusion 3.5 Large Turbo

• + Strong, high-contrast colors and sharp details
• + Ornate engraving on the armor is clearly visible
• + Good interpretation of the brave, heroic paladin aesthetic

• − Has a distinct digital/airbrushed look on the skin
• − The hair beads mentioned in the prompt are largely missing
• − The beard and stray hairs look somewhat unnaturally sharp and repetitive

Wan 2.5 (Preview)

• + Excellent adherence to the 'beads in hair' and 'leather straps and cloth' details
• + Very lifelike skin texture with realistic dirt and scars
• + Masterful use of warm torchlight and bokeh sparks in the background

• − The character looks slightly younger/less physically imposing than a typical paladin
• − The armor engraving is slightly less intricate than model a

Stable Diffusion 3.5 Large Turbo

• + Excellent photographic quality and lighting in food images
• + High contrast and vibrant color palette
• + Professional usage of bold sans-serif typefaces

• − Layout is fragmented into separate cards rather than a unified menu design
• − Typo in 'Mains' ('Mians')
• − Included unrealistic 'plastic-looking' food illustrations mixed with photography

Wan 2.5 (Preview)

• + Perfect adherence to the 'grid' and 'unified menu' layout request
• + Clean inclusion of all requested sections: Appetizers, Pizza, and Mains
• + Logical and professional use of whitespace and dividers

• − Text contains several spelling errors ('Restormalit Menue')
• − Food images look slightly repetitive in styling across sections
• − Lower resolution/clarity in the small body text

Stable Diffusion 3.5 Large Turbo

• + Strong fiery atmosphere with embers and smoke
• + Vibrant colors and high contrast lightning

• − Failed to include any of the requested text
• − Missing the 'exploded' aspect of the burger, keeping it mostly stacked
• − Lower level of photorealism compared to the competitor

Wan 2.5 (Preview)

• + Perfect adherence to text requirements including 'MAGIC BURGER', 'LIMITED TIME ONLY', and the price
• + Excellent 'exploded' layout with components suspended in mid-air
• + Highly photorealistic textures on the patty, buns, and vegetables

• − The '6.99' text is a bit flat compared to the glowing effect of the main title
• − The fiery background is slightly more subdued than Model A's

Stable Diffusion 3.5 Large Turbo

• + Clean and modern café environment.
• + Correct wooden frame and lighting.

• − Terrible prompt adherence regarding text accuracy, including many misspellings like 'trulale' and 'risctto'.
• − The text looks like a digital font rather than natural chalk handwriting.
• − The date and specific menu items are incomplete or incorrect.

Wan 2.5 (Preview)

• + Exceptional text rendering with almost 100% accuracy to the complex prompt.
• + Highly realistic chalk texture including authentic smudges and dust on the board.
• + Perfect execution of the requested handwriting style with natural variations.

• − The pricing for the cookies is repeated ($9 and -$9) which was not in the prompt.
• − The composition is a bit tight on the left side of the frame.

Stable Diffusion 3.5 Large Turbo

• + Clean, sharp lighting on the astronaut suit.
• + Effective use of negative space for a cinematic feel.

• − Anatomical failure in the front legs of the horse.
• − The composition feels a bit flat compared to the requested cinematic style.

Wan 2.5 (Preview)

• + Excellent texture and details on the horse's coat and mane.
• + Vibrant galactic background with a dynamic sense of motion.
• + Superior anatomical rendering of both the astronaut and the horse.

• − The reins are not physically connected to the horse's mouth correctly.

Stable Diffusion 3.5 Large Turbo

• + Excellent fur texture and realistic lighting on the capybara
• + High quality bokeh in the background highlights the city lights
• + The capybara's paw placement on the wheel looks natural

• − The passenger is severely out of focus and their action is unclear
• − The 'TAXI' text on the hat is slightly garbled
• − Perspective makes it feel more like a close-up profile than a scene showing the whole interior

Wan 2.5 (Preview)

• + Strict adherence to all prompt elements including the woman looking at her phone
• + Great composition showing the exterior city, the driver, and the passenger clearly
• + Realistic rain effects and taxi-specific details like the meter and top light

• − The capybara's hands/claws look a bit strange and human-like
• − The text on the taxi sign is nonsensical
• − Lighting on the capybara's face is a bit flat compared to the surrounding environment

Stable Diffusion 3.5 Large Turbo

• + Strong composition with a clean, graphic border
• + Good adherence to the 'twisted trees' and 'webs' prompt elements

• − Failed to include major prompt text like the scroll banner and specific event details
• − The lighting is flat and lacks the requested cinematic quality
• − Text rendering is incomplete and simple

Wan 2.5 (Preview)

• + Excellent adherence to all text requirements including date, time, and location
• + Highly detailed rendering with cinematic lighting and textures
• + Includes complex elements like the thorn and web border and the scroll banner perfectly

• − The 'Halloween' text is slightly warped following the curve
• − The background sky is a bit contained within a circle rather than a full page texture

Stable Diffusion 3.5 Large Turbo

• + Excellent 3D isometric diorama perspective.
• + Creative use of physical signage within the scene.
• + Effective PBR-like material rendering on the wooden base and plate.

• − Significant spelling error with 'SIIHI' instead of 'SUSHI'.
• − The flag icon is incorrect/unrecognizable.
• − Text placement is on signage rather than floating at top-center as requested.

Wan 2.5 (Preview)

• + Perfect text rendering for both 'JAPAN' and 'SUSHI'.
• + Accurate Japanese flag icon included in the layout.
• + Very clean, soft 3D cartoon aesthetics as requested.

• − Perspective is more eye-level/cinematic than 45° isometric.
• − Diorama base is a simple cylinder rather than a complex miniature scene.

Stable Diffusion 3.5 Large Turbo

• + Strong backlighting effect with vibrant glowing edges on the fur
• + Good character consistency across the animals

• − Failed to include a rabbit as requested
• − Animals appear fused together with anatomical clipping and shared fur blocks
• − Style leans towards digital illustration rather than hyper-photorealism

Wan 2.5 (Preview)

• + Successfully included all four requested animals (dog, cat, rabbit, fox)
• + Excellent interpretation of 'tumbling together' with a dynamic, playful action poses
• + Faithful rendering of 'god rays' and 'dew sparkles' in the morning light

• − Fox eyes have an unnatural, glowing blue artifact
• − Floating water droplets look somewhat artificial
• − Fox kit's front paw is slightly distorted

Stable Diffusion 3.5 Large Turbo

• + Strong vector aesthetic with bold lines
• + Good use of high-contrast warm brown tones
• + Includes a creative hybrid elements of a cloche and a coffee mug

• − Spelling error in the main text ('Caffeé Florin')
• − The cloche looks more like a jar or mug lid than a traditional restaurant cloche

Wan 2.5 (Preview)

• + Perfect text accuracy including the accent mark
• + Closer adherence to the 'minimalist' and 'cloche dome' prompt elements
• + Authentic vintage texture on the background

• − The steam icon is slightly off-center from the cloche handle

Stable Diffusion 3.5 Large Turbo

• + Strong retro artistic aesthetic reminiscent of vintage science fiction
• + Uses the requested NASA-inspired color palette effectively across the layout
• + Excellent use of negative space and composition for a poster

• − Text is largely gibberish or misspelled ('Apoll.o', 'Laurch')
• − Fails to provide the specific 6-step iconography requested in the prompt
• − Does not follow the structured list of steps

Wan 2.5 (Preview)

• + Accurately maps out almost all steps requested in the prompt (Launch, Earth Orbit, Translunar, etc.)
• + Significantly better text legibility and accuracy in naming mission phases and crew members
• + Follows the 'flat-vector' style with crisp icons and clear diagrammatic flow

• − The lunar module on the surface is a bit cluttered compared to the other icons
• − The inclusion of a space shuttle-style craft for 'Lunar Orbit' is historically inaccurate for the Apollo mission