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LongCat-Image Meituan Z-Image Turbo Alibaba

Settled by community votes across 13 shared challenges, with an AI judge weighing in on each.

LongCat-Image

9.8 arena score

#62 of 62 in Text-to-Image

Skill signature · Text-to-Image

Z-Image Turbo

25.3 arena score

#12 of 62 in Text-to-Image

Vote tally

Where the votes landed

LongCat-Image

0.0%

win rate

Ties

0.0%

Z-Image Turbo

100.0%

win rate

0.0% 0.0% ties 100.0%
Shared challenges 13

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.”

LongCat-Image
Z-Image Turbo

AI Judge Analysis

LongCat-Image

  • + Excellent adherence to lighting instructions with a clear source from the left.
  • + Includes the green plant partially visible through the glass as requested.
  • + The glass cube has realistic thickness and refractive properties.
  • The blue sphere is relatively large compared to the cube interior.
  • The reflection of the sphere on the bottom of the cube is slightly detached.

Z-Image Turbo

  • + Accurately depicts the sphere as 'small' relative to the cube.
  • + Good texture on the red book cover and wooden table.
  • The plant is barely visible and not clearly seen through the glass as requested.
  • The glass cube lacks a top surface, making the book appear to float or sit on the edges with no physical barrier.
  • The lighting is flatter and less directional than requested.

Verdict: LongCat-Image is the superior image because it correctly follows the complex spatial instruction to show the green plant through the glass of the cube. While Z-Image Turbo captures the scale of the small sphere better, it fails the construction of the glass cube, which appears to be missing its top face, whereas LongCat-Image provides a cohesive and realistic scene with beautiful light play.

Candid Street Photography

Text-to-Image

“A candid street photo of an elderly Japanese man repairing a red bicycle in light rain, reflections on wet pavement, shallow depth of field, 50mm lens, natural skin texture, imperfect framing, motion blur from passing cars, cinematic but realistic, no stylization.”

LongCat-Image
Z-Image Turbo

AI Judge Analysis

LongCat-Image

  • + Excellent atmospheric lighting and reflections on the pavement.
  • + Strong adherence to the 'imperfect framing' and 'candid' prompt requirements.
  • + Good environmental storytelling with the rainy street and bokeh background.
  • Serious anatomical and structural errors: three wheels on the bicycle.
  • The man's hands melt into the bicycle frame inconsistently.
  • The rain particles look like static streaks rather than falling drops.

Z-Image Turbo

  • + Natural skin texture on the man's arms and face is highly realistic.
  • + The bicycle structure is logically sound with two wheels and a standard frame.
  • + Better adherence to the '50mm' focal length look with realistic compression.
  • Fails to include the 'motion blur from passing cars' requested in the prompt.
  • Lacks the cinematic lighting and wet pavement reflections seen in the other model.
  • The background cars are too sharp for a shallow depth of field shot.

Verdict: While LongCat-Image excels at the cinematic atmosphere and artistic brief, it fails fundamentally on logic by generating a three-wheeled bicycle and merging the subject's hands into the metal. Z-Image Turbo provides a much more grounded and realistic image with superior human anatomy and technical bike details, even though it missed the motion blur requirement and has flatter lighting. Z-Image Turbo is the preferred choice for its coherence and realistic textures.

Fantasy Warrior

Text-to-Image

“Close portrait of a battle-worn paladin in ornate engraved plate armor, hair braided with small beads, faint scars and dirt on the skin, warm torchlight reflecting off metal, shallow depth of field, bokeh sparks, lifelike eyes, highly detailed texture on leather straps and cloth underlayer.”

LongCat-Image
Z-Image Turbo

AI Judge Analysis

LongCat-Image

  • + Excellent depiction of ornate engraving on the plate armor
  • + Vibrant colors with high contrast between the cool metal and warm light
  • + Clear, well-defined braids with colorful beads as requested
  • The lighting feels somewhat artificial and studio-like rather than atmospheric
  • Skin texture is a bit smooth despite the grime

Z-Image Turbo

  • + Superb atmospheric lighting and realistic torchlight integration
  • + Higher level of skin detail and gritty, battle-worn realism
  • + Intricate texture on the cloth underlayer and leather elements
  • The braids are less distinct and blend more into the background hair
  • Lighting is darker, making some armor details harder to see

Verdict: Z-Image Turbo captures a more authentic 'battle-worn' mood with superior facial textures and realistic lighting that looks like a film still. While LongCat-Image has more visible armor engravings and clearer braids, it feels more like a clean digital painting compared to the lifelike grit of Z-Image Turbo.

Modern Clean Menu

Text-to-Image

“Modern minimalist restaurant menu design, white background with colorful food photos in grid, sections for appetizers/pizza/mains, bold sans-serif fonts, vibrant accents, clean professional layout for casual dining.”

LongCat-Image
Z-Image Turbo
0% wins 0% ties 100% wins

AI Judge Analysis

LongCat-Image

  • + Excellent variety of vibrant colors
  • + Captures the casual dining feel well
  • + Dynamic layout with interesting secondary sections
  • Text is largely illegible and uses strange characters
  • Composition feels cluttered compared to the minimalist request
  • Food photography contains some AI artifacts and smearing

Z-Image Turbo

  • + High adherence to minimalism and grid layout
  • + Much cleaner and more legible typography in bold sans-serif
  • + Professional, high-resolution food photography
  • Small typo in 'PIZZA MANS'
  • Layout is quite rigid and standard

Verdict: Z-Image Turbo strictly followed the request for a modern minimalist design and a grid-based food layout, producing a highly professional and readable menu. LongCat-Image attempted a more complex layout, but the illegible text and crowded composition failed to meet the 'minimalist' and 'clean' requirements of the prompt.

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.”

LongCat-Image
Z-Image Turbo

AI Judge Analysis

LongCat-Image

  • + Excellent typography with a realistic glowing and liquid metal effect
  • + Strong adherence to the fiery background and glowing embers requirement
  • + High level of texture detail on the burger patty and lettuce
  • The burger is not truly 'exploded' with all components suspended; it is mostly intact
  • The starburst design feels a bit like clip-art compared to the sophisticated main text

Z-Image Turbo

  • + Better sense of motion and 'suspended' ingredients, although still not fully exploded
  • + Cohesive lighting where the orange glow interacts well with the burger surfaces
  • + Clear and legible text rendering
  • Failed the 'exploded burger' prompt by keeping the core structure together
  • Less realistic 'fiery' text effect compared to the liquid-fire style of Model A
  • The background is slightly more generic and less intense than requested

Verdict: Both models failed to deliver a truly 'exploded' burger with all individual layers suspended in mid-air, instead opting for floating whole burgers. LongCat-Image is the winner due to its superior text effects and significantly more detailed, photorealistic textures on the food and fiery background elements, whereas Z-Image Turbo feels slightly more like a composite graphic.

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.”

LongCat-Image
Z-Image Turbo

AI Judge Analysis

LongCat-Image

  • + Captures a more realistic café background with depth of field.
  • + Good chalk dust texture at the bottom of the board.
  • Text is largely illegible with severe spelling errors like 'ToAYS GtAYS'.
  • The prices and menu items are jumbled and do not follow the prompt's layout.
  • Handwriting style is messy rather than elegant cursive.

Z-Image Turbo

  • + Excellent text legibility with nearly perfect spelling of complex menu items.
  • + Consistent chalk texture and realistic variations in letter size and slant.
  • + Accurately follows the prompt's structural and content requirements.
  • Background is very minimal compared to the other model.
  • Slight spelling error in 'Mustroom' instead of Mushroom.

Verdict: Z-Image Turbo is the clear winner as it successfully rendered the complex menu text requested in the prompt with high legibility and a realistic handwritten feel. LongCat-Image failed significantly on the text rendering, producing garbled characters and nonsensical words despite a more aesthetically pleasing background.

The Reversed Rodeo

Text-to-Image

“Horse riding astronaut in space — horse on top, not vice versa. Surreal, highly detailed, cinematic.”

LongCat-Image
Z-Image Turbo

AI Judge Analysis

LongCat-Image

  • + Excellent world-building with various planets and space debris
  • + Realistic lighting and shadow integration between character and surface
  • + Cinematic composition with a wide-angle perspective
  • Anatomical issues with the horse's legs, specifically the rear legs appearing detached or incorrectly jointed
  • Busy background slightly distracts from the primary subject

Z-Image Turbo

  • + Better rendition of the horse's muscular structure and natural galloping pose
  • + Clean, focused composition that makes the subject stand out
  • + Higher quality rendering on the astronaut's space suit and helmet
  • The background is quite dark and lacks the 'cinematic' space details requested
  • The lack of context (ground or orbit) makes it look like the horse is floating in a void rather than 'in space'

Verdict: Both models failed the logical reversal requested in the prompt (horse on top of astronaut), instead providing the standard astronaut-on-horse interpretation. LongCat-Image provides a more detailed environment with planets and tech, while Z-Image Turbo offers a cleaner, more anatomically correct subject but with a lackluster background. LongCat-Image is the preferred choice for its better adherence to the 'cinematic' and 'space' atmosphere keywords.

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.”

LongCat-Image
Z-Image Turbo

AI Judge Analysis

LongCat-Image

  • + Excellent fur detail and photorealistic lighting.
  • + Captures the NYC night atmosphere with the blurred background and taxi signage well.
  • + Accurately represents both front paws on the steering wheel.
  • The capybara's hand/paw looks slightly mutated with too many long fingers.
  • Includes two passengers instead of one.

Z-Image Turbo

  • + Clean, simple composition that matches all primary subject requirements.
  • + The capybara's paws look more natural for an animal.
  • + Perfectly captures the bored, mundane expression of the businesswoman.
  • Lighting is a bit flat compared to the first image.
  • The capybara's head shape is slightly distorted toward the nose.

Verdict: LongCat-Image provides superior textures, particularly in the fur and the atmospheric city lights, though it fails on the passenger count. Z-Image Turbo adheres strictly to the count and captures a more cohesive 'professional' mood, making it the better choice for scene accuracy despite slightly less detailed lighting.

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.”

LongCat-Image
Z-Image Turbo

AI Judge Analysis

LongCat-Image

  • + Excellent typography style for the main title
  • + High-contrast lighting on the Jack-o-lantern
  • + Clean, readable scroll banner
  • Significant text errors in the bottom event details (e.g., 'The Armiees')
  • Jack-o-lantern looks a bit like a stock image overlay rather than integrated
  • The thorn border is somewhat repetitive and looks digital

Z-Image Turbo

  • + Better overall parchment texture and integration
  • + Accurate spelling of 'The Arches' and complex date/time details
  • + Superior atmosphere with trees and gravestones in the background
  • The 'You are invited' text is not on an actual scroll banner as requested (it's floating above one)
  • The bottom scroll banner is blank and covers the image unnecessarily
  • Small typo in 'The Archves'

Verdict: LongCat-Image has better stylized title fonts and a clearer banner, but it fails significantly on the final lines of text, resulting in gibberish. Z-Image Turbo captures the gothic atmosphere more effectively and manages much more complex text successfully, making it the more functional invitation despite the small 'Archves' typo.

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.”

LongCat-Image
Z-Image Turbo

AI Judge Analysis

LongCat-Image

  • + Excellent text rendering and alignment.
  • + Accurate Japanese flag icon.
  • + Detailed 3D textures on the salmon and wooden geta base.
  • The lighting creates a slight shadow cast on the background rather than a truly 'solid' color.

Z-Image Turbo

  • + Smooth, clean 3D clay-like aesthetic.
  • + Follows the isometric perspective perfectly.
  • Displays the flag of China instead of Japan.
  • Text is slightly less sharp compared to the other model.
  • The diorama base is very basic.

Verdict: LongCat-Image is the clear winner as it correctly identifies and displays the Japanese flag, whereas Z-Image Turbo mistakenly generates the flag of China despite the text explicitly saying 'JAPAN'. LongCat-Image also provides a higher level of detail in the textures of the sushi and the wooden base, making for a more professional-looking miniature scene.

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.”

LongCat-Image
Z-Image Turbo

AI Judge Analysis

LongCat-Image

  • + Strong implementation of god rays and sunrise lighting.
  • + Vibrant colors that enhance the joyful vibe.
  • + Clear focus on the puppy and fox.
  • Failed to generate a bunny, instead creating a 'cabunny' hybrid with a kitten's body and rabbit ears.
  • Butterflies appear flat and lack realistic integration with the lighting.

Z-Image Turbo

  • + Included all four requested animals correctly: puppy, kitten, bunny, and fox.
  • + Excellent interactions between characters with a dynamic 'tumbling' feel.
  • + Realistic fur texture and more natural butterfly integration.
  • Lighting is a bit softer/flatter compared to the dramatic rays requested in the prompt.
  • The fox's eyes look slightly glassy and unnatural.

Verdict: Z-Image Turbo is the clear winner because it successfully followed the complex prompt by including all four distinct species, whereas LongCat-Image failed by morphing the kitten and bunny into a single chimeric creature. Z-Image Turbo also captured the 'tumbling/playful' action much better through interaction between the puppy and the other animals.

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.”

LongCat-Image
Z-Image Turbo

AI Judge Analysis

LongCat-Image

  • + Excellent texture on the background that fits the vintage aesthetic.
  • + Creative use of a banner for the foundation date.
  • + High level of illustrative detail in the cloche and steam.
  • The text 'Caffé' is unnecessarily repeated and cluttered.
  • Composition is busy and less suitable for a minimalist logo.
  • The font choice for 'Florian' feels a bit heavy and condensed.

Z-Image Turbo

  • + Perfect adherence to the 'minimalist' and 'vector emblem' style.
  • + Clean, professional typography with correct spelling.
  • + Well-balanced composition suitable for a real-world brand logo.
  • The background texture is very subtle, almost unnoticeable.
  • The steam effect is very small and lacks the 'vintage' character of the other elements.

Verdict: LongCat-Image provides a beautiful vintage illustration, but it fails the 'minimalism' requirement and includes repetitive, cluttered text. Z-Image Turbo captures the professional essence of a minimalist logo with clean lines, perfect typography, and a balanced layout that looks like a legitimate brand identity.

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.”

LongCat-Image
Z-Image Turbo

AI Judge Analysis

LongCat-Image

  • + Stronger internal consistency in artistic style
  • + Better adherence to the requested NASA-inspired color palette
  • + Includes a larger number of requested infographic steps
  • Text rendering is mostly gibberish
  • The rocket icon looks more like a space shuttle than a Saturn V

Z-Image Turbo

  • + Text is legible and somewhat follows the requested terminology
  • + Clean, professional flat-vector aesthetic with excellent line work
  • + Large, clear icons that are easily identifiable
  • Included yellow/orange which was not in the requested palette
  • Missing several stages of the requested 6-step sequence
  • Spelling error in the main title ('Apolio')

Verdict: Z-Image Turbo produces a much cleaner, more professional vector aesthetic that fits the 'modern infographic' requirement perfectly, despite missing some steps and having a typo. LongCat-Image follows the color palette more closely and includes more process steps, but the text is unreadable and the layout is more cluttered. Z-Image Turbo is the likely winner for its superior visual clarity and better iconography.

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