Stable Diffusion 3.5 Medium Stability AI vs Z-Image Turbo Alibaba

Stable Diffusion 3.5 Medium

• + Excellent adherence to lighting instructions with a clear source from the left
• + Vibrant colors and high-contrast composition
• + Good transparency effects on the glass cube

• − The sphere is floating unrealistically in the center of the cube
• − The red book looks more like a thin lid or folder rather than a traditional book
• − The plant is positioned more to the side than effectively 'behind' the glass

Z-Image Turbo

• + Realistic physics with the sphere resting on the bottom of the cube
• + The red book is very detailed and holds its shape correctly
• + Superior rendering of materials, including wood grain and glass thickness

• − The green plant is quite blurry and positioned further back than requested
• − Lighting is a bit more diffused/flat compared to the directional lighting in the other model

Stable Diffusion 3.5 Medium

• + Excellent cinematic atmosphere with realistic light reflections on wet pavement.
• + Perfectly captures the moody '50mm lens' and 'light rain' aesthetic with shallow depth of field.
• + The subject feels integrated into a believable Japanese urban environment.

• − The bicycle geometry is warped and lacks functional realism.
• − Hands are poorly defined and look like blobs of flesh.

Z-Image Turbo

• + Features much better skin texture and anatomical detail on the man's arms and face.
• + The bicycle's structure is more coherent and recognizable as a functional object.

• − Fails to include the 'motion blur from passing cars' requested in the prompt.
• − The lighting feels flat and lacks the 'cinematic' quality and reflections seen in the other model.
• − The background cars are static and sharply in focus, defying the lens request.

Stable Diffusion 3.5 Medium

• + Excellent skin texture with visible dirt and pores
• + Intricate engraving details on the plate armor
• + Strong use of warm lighting and bokeh sparks to create atmosphere

• − Missed the request for beads in the hair braids
• − The framing is slightly too close, clipping the top of the head

Z-Image Turbo

• + Successfully included beads in the hair braids
• + Higher variety of textures including chainmail and cloth underlayers
• + Features clear scars and battle-worn marks on the face

• − The torch flame looks somewhat artificial and lacks interaction with the surrounding environment
• − Skin texture is slightly smoothed compared to the other model

Stable Diffusion 3.5 Medium

• + Features a comprehensive grid of diverse food photos
• + Adheres to the specific section requests for appetizers, pizza, and mains
• + Maintains a clean, professional aesthetic suitable for a casual dining menu

• − Text is largely illegible gibberish
• − The layout feels a bit cluttered with small, poorly rendered text blocks

Z-Image Turbo

• + Excellent text rendering for headers like 'APPETIZERS' and 'PIZZA'
• + High-quality, vibrant food photography that looks appetizing
• + Structured grid layout with clear orange accents that pop

• − Typo in 'PIZZA MANS' and 'SE TIIION'
• − The grid logic for the text sections is slightly less traditional than a standard menu

Stable Diffusion 3.5 Medium

• + Photorealistic texture on the burger bun and patty.
• + Accurate text rendering for all requested messages.
• + Effectively captures the dark, fiery background with glowing embers.

• − Fails to deliver an 'exploded' view; the burger is mostly assembled and hovering.
• − The starburst for the price is a simple white graphic that doesn't match the fiery theme.

Z-Image Turbo

• + Excellent integration of the 'fiery, glowing effect' on all text elements.
• + High-quality graphic design composition suitable for a social media ad.
• + Perfectly follows the starburst requirement with a glowing, thematic design.

• − Misses the 'exploded' instruction; the burger is a standard double cheeseburger tilted to imply motion.
• − The background lighting is a bit more generic than the specific ember detail requested.

Stable Diffusion 3.5 Medium

• + Successfully captures a textured, artistic chalk aesthetic.
• + The wooden frame and background add to the cozy café atmosphere.

• − Text is largely illegible with severe spelling errors.
• − Failed to follow the specific date and pricing instructions.
• − The layout is cluttered and disorganized.

Z-Image Turbo

• + Excellent text rendering with almost perfect adherence to the prompt's wording.
• + Followed the specific date and price instructions accurately.
• + Layout is clean, legible, and realistic for a menu.

• − One minor spelling error ('Mustroom' instead of 'Mushroom').
• − The handwriting is a bit too uniform, bordering on a digital font look in certain areas.

Stable Diffusion 3.5 Medium

• + Strong composition with a sense of scale against the planet Earth.
• + High visual clarity and cinematic lighting with vibrant star fields.

• − Failed the core 'horse on top' reversal prompt, showing a human on a horse.
• − Significant anatomical glitches including the astronaut having three legs.

Z-Image Turbo

• + Good texture on the horse's coat and equipment.
• + Clear rendering of the astronaut suit.

• − Completely failed the negative constraint to put the horse on top.
• − Background is muddy and lacks the cinematic 'space' feel requested.
• − The horse exhibits anatomical issues with its hind legs and tail connection.

Stable Diffusion 3.5 Medium

• + Excellent texture on the capybara's fur and the taxi driver cap
• + Creative composition using a 'dashboard' perspective to frame the scene
• + Accurately places the passenger in the back seat as requested

• − The passenger is not looking at a phone
• − The capybara's paws are rendered as sharp claws that look slightly unnatural for its species

Z-Image Turbo

• + Perfect adherence to the passenger action, showing her correctly holding and looking at a phone
• + Clear profile view that shows both the capybara and passenger in high detail
• + Strong adherence to the 'calm, professional expression' described in the prompt

• − The passenger appears to be in the front passenger seat rather than the back seat
• − The capybara's 'hand' on the steering wheel looks like a hybrid primate hand rather than a capybara paw

Stable Diffusion 3.5 Medium

• + Bold, vibrant colors and balanced layout
• + Creative use of trees to frame the central parchment

• − Significant spelling errors and illegible text strings
• − Missing requested elements like the scroll banner and thorns

Z-Image Turbo

• + High text accuracy and legibility throughout
• + Excellent adherence to details like the scroll banner and thorn border
• + Polished, cinematic lighting on the central jack-o-lantern

• − Minor typo in 'Archves' instead of 'Arches'
• − The layout feels slightly crowded at the top

Stable Diffusion 3.5 Medium

• + Excellent PBR textures and lighting realism on the sushi
• + Clean typography that looks professionally integrated
• + Detailed food rendering with high clarity

• − Missed the flag icon requested in the prompt
• − Missing the small raised diorama base
• − Text includes a slight artifact on the first 'S' in Sushi

Z-Image Turbo

• + Successfully included the requested raised diorama base
• + Excellent 3D cartoon style with soft, rounded textures
• + Clear and legible typography

• − Incorrectly generated the flag of China instead of Japan
• − Sushi piece looks somewhat generic/plastic compared to Model A
• − Text is slightly off-center compared to the sushi plate

Stable Diffusion 3.5 Medium

• + Vibrant color saturation and warm lighting
• + Clear, expressive eye details
• + High quality rendering of flowers and background

• − Failed to include the baby bunny
• − Missing the 'tabby' pattern on the kitten, appearing more like a ginger cat
• − Anatomical fusion between the kitten and the fox's leg

Z-Image Turbo

• + Successfully included all four requested animals
• + Captures the 'tumbling' and 'playful' action much better
• + Accurate representation of the 'tabby' kitten and 'baby bunny' specifically requested

• − Lighting is slightly washed out compared to Model A
• − The kitten's front paws and the fox's legs have some clipping/anatomical confusion
• − Slightly less '8K masterpiece' level of fur texture

Stable Diffusion 3.5 Medium

• + Excellent vintage illustration style with intricate shading
• + Follows the warm brown and cream color scheme perfectly
• + Creative integration of a coffee cup and banners into the composition

• − Text contains spelling errors ('Florrian' and 'Est 170')
• − Fails the 'minimalist' requirement with overly dense detail
• − Layout feels cluttered for a modern logo

Z-Image Turbo

• + Perfect adherence to text requirements including 'Caffè Florian' and 'Est. 1720'
• + Successfully executes the minimalist vector emblem style
• + Clean and balanced composition suitable for actual logo use

• − The 'steam' element is very basic in design
• − Texture on the background is extremely subtle to the point of being nearly invisible

Stable Diffusion 3.5 Medium

• + Strong aesthetic alignment with the NASA-inspired color palette and flat-vector style.
• + Includes a sequence of six steps as requested in the prompt.
• + Appealing layout with a creative trajectory arc composition.

• − Text is largely illegible or gibberish despite attempting some of the keywords.
• − Icons are abstract and do not clearly represent the specific requested objects like the Saturn V rocket.

Z-Image Turbo

• + Text is highly legible and correctly identifies several key terms like 'Earth Orbit'.
• + Icons are clean, well-defined, and much more accurate to the subject matter, including a visible rocket and lander.
• + Excellent adherence to the 'flat-vector' style with crisp lines.

• − Failed to provide all 6 specific steps, combining icons into a general layout instead.
• − Spelling error in the main header ('APOLIO') and some sub-text.