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FLUX.1 [dev] Black Forest Labs Z-Image Turbo Alibaba

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

FLUX.1 [dev]

24.6 arena score

#16 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

FLUX.1 [dev]

0%

win rate

Ties

0%

Z-Image Turbo

0%

win rate

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.”

FLUX.1 [dev]
Z-Image Turbo

AI Judge Analysis

FLUX.1 [dev]

  • + Excellent professional photography aesthetic with high-quality rendering of light.
  • + Complex and beautiful internal reflections within the glass cube.
  • + Superior texture on the red book cover.
  • Internal sphere is quite large for the description as 'small'.
  • The glass cube has an unusual open-frame structural design rather than a simple hollow cube.

Z-Image Turbo

  • + Perfect adherence to the relative scale requested for the 'small blue sphere'.
  • + Realistic representation of a standard glass cube.
  • + Good preservation of the background plant visible through the glass.
  • Lighting is somewhat flat compared to the competitor.
  • The book texture is a bit basic and lacks fine detail.

Verdict: FLUX.1 [dev] produces a much more visually stunning image with beautiful lighting and glass refractions, though it interpret the 'small' sphere as quite large. Z-Image Turbo followed the size instructions more literally and created a more realistic scene, but it lacks the artistic polish and depth found in the FLUX output.

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.”

FLUX.1 [dev]
Z-Image Turbo

AI Judge Analysis

FLUX.1 [dev]

  • + Excellent shallow depth of field and bokeh as requested
  • + Strong cinematic lighting with realistic reflections on the wet pavement
  • + Natural skin texture and era-appropriate clothing
  • The bike looks more like he's just holding it rather than actively repairing it

Z-Image Turbo

  • + The bike design is a classic Japanese 'mama-chari' style which fits the theme well
  • + Shows the man standing over the bike in a more candid pose
  • Failed to include motion blur for passing cars
  • Lacks the shallow depth of field requested, appearing very sharp throughout
  • Poor anatomy/perspective on the man's right arm and hands reaching for the handlebars

Verdict: FLUX.1 [dev] followed the technical camera instructions much better, providing a beautiful 50mm shallow depth of field and soft motion blur in the background. Z-Image Turbo struggled with the composition, missing key atmospheric elements like the motion blur and depth of field, while also exhibiting anatomical issues in the hands.

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.”

FLUX.1 [dev]
Z-Image Turbo

AI Judge Analysis

FLUX.1 [dev]

  • + Extremely high resolution and clarity in the facial features
  • + Beautifully rendered bokeh effects in the background
  • + Captures a very intense, lifelike gaze in the eyes
  • Missed the request for small beads in the braided hair
  • The character looks too clean and manicured, failing the 'battle-worn' and 'dirt/scars' aspect of the prompt
  • Armor is relatively plain and lacks the requested 'ornate engraved' detail

Z-Image Turbo

  • + Perfectly captures 'battle-worn' with visible scars and dirt
  • + Accurately includes small beads in the braids as requested
  • + Matches all technical details including ornate engraving, leather straps, and cloth underlayers
  • The torch flame looks slightly overlayed and less integrated than the light in the other image
  • Slightly less clarity in the iris detail compared to the competition

Verdict: Z-Image Turbo followed the prompt's descriptive details much more closely, successfully including the beads, scars, dirt, and ornate armor engravings that were missing or ignored in FLUX.1 [dev]. While FLUX.1 [dev] produced a stunning high-resolution portrait, it felt more like a clean fashion shoot than a battle-worn paladin.

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.”

FLUX.1 [dev]
Z-Image Turbo

AI Judge Analysis

FLUX.1 [dev]

  • + Excellent typography rendering with consistent font usage
  • + Clean and professional white-space management
  • + Subtle, realistic food photography that fits the layout
  • Missed the 'grid' requirement for food photos
  • Missing explicit 'Pizza' section heading as requested

Z-Image Turbo

  • + Successfully followed the 'food photos in grid' instruction
  • + Included bold sans-serif fonts and vibrant accents as requested
  • + Better representation of multiple food items
  • Text is full of typos and garbled characters (e.g., 'MANS', 'SE TIIION')
  • Lower visual clarity in the photos compared to the other model
  • The layout feels slightly cramped compared to a professional menu design

Verdict: FLUX.1 [dev] produced a much more realistic and professional-looking menu with cleaner aesthetics and better text legibility, though it failed the grid requirement. Z-Image Turbo adhered more closely to the structural prompt instructions (grid and bold headers) but suffered from significant spelling errors and a cluttered composition. FLUX.1 [dev] is the preferred choice for a usable design despite the minor prompt omission.

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.”

FLUX.1 [dev]
Z-Image Turbo

AI Judge Analysis

FLUX.1 [dev]

  • + Excellent exploded view with clear separation of all requested components
  • + Highly realistic textures on the patty and bun
  • + Clean, professional composition suitable for a high-end food ad
  • Completely missed the 'MAGIC BURGER' title text
  • Failed to render the price in a starburst graphic
  • The glow effect on the text is minimal compared to the prompt's request

Z-Image Turbo

  • + Perfect text adherence including the starburst and glowing fiery effect
  • + Excellent vibrant colors and dynamic lighting
  • + Strong sense of motion with flying droplets and flames
  • Failed to provide the 'exploded' view where components are suspended separately in mid-air
  • The burger is largely assembled rather than showing the requested deconstructed view

Verdict: FLUX.1 [dev] followed the structural 'exploded' burger request much better but failed significantly on the text requirements. Z-Image Turbo delivered a much more complete 'ad' with perfect labels and starburst, but failed to separate the burger components as requested. Z-Image Turbo is preferred for overall prompt adherence regarding the visual style and text content.

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.”

FLUX.1 [dev]
Z-Image Turbo

AI Judge Analysis

FLUX.1 [dev]

  • + Excellent adherence to the cursive title request.
  • + Clean layout with very consistent handwriting styles.
  • + Successfully completed the truncated 'Brown But...' prompt with 'Chocolate Chip Cookies'.
  • The text looks a bit too clean and digital, lacking heavy chalk dust texture.
  • Minor spelling errors in the bottom disclaimer text ('drish' instead of 'dish').

Z-Image Turbo

  • + Superior chalk texture with realistic smudges and graininess on the board.
  • + Strong adherence to all menu item text and pricing.
  • + Very realistic handwriting that feels authentic to a physical chalkboard.
  • The title is in print/all-caps rather than the 'elegant cursive' requested.
  • Misspelled 'Mushroom' as 'Mustroom'.

Verdict: FLUX.1 [dev] followed the stylistic instructions more accurately by incorporating cursive for the title and completing the truncated prompt logically. However, Z-Image Turbo captured the physical texture of chalk and board much more realistically, despite the spelling error and print-style title. FLUX.1 [dev] is the winner for better instruction following regarding font styles.

The Reversed Rodeo

Text-to-Image

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

FLUX.1 [dev]
Z-Image Turbo

AI Judge Analysis

FLUX.1 [dev]

  • + Excellent cinematic lighting with a soft glow from the planet below
  • + More surreal aesthetic consistent with the prompt
  • + Clean, high-quality rendering of the space suit and saddle
  • Failed the negative constraint: the astronaut is riding the horse, instead of the horse on top of the astronaut

Z-Image Turbo

  • + Realistic texture on the horse's coat and mane
  • + Good detail on the astronaut's helmet and facial reflection
  • Failed the negative constraint: the astronaut is riding the horse
  • Background is less cinematic and looks more like a flat gray backdrop

Verdict: Both FLUX.1 [dev] and Z-Image Turbo failed the logic test of the prompt, which specifically requested the horse to be on top of the astronaut. FLUX.1 [dev] is the better image overall due to its superior cinematic lighting, better composition, and higher-quality rendering of the subject in its environment.

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.”

FLUX.1 [dev]
Z-Image Turbo

AI Judge Analysis

FLUX.1 [dev]

  • + Excellent photorealism with realistic bokeh and lighting
  • + Captures the bored expression of the passenger perfectly
  • + Includes clear 'TAXI' branding on the cap and car sign
  • The passenger appears to be sitting in the front seat instead of the back seat
  • The capybara's paws look slightly like bird claws

Z-Image Turbo

  • + Correctly positions the passenger in the back seat
  • + Better anatomy for the capybara's paws/hands on the steering wheel
  • + Stronger 'taxi driver' uniform aesthetic for the capybara
  • Lighting is a bit flat for a night scene compared to model A
  • Passenger's face is slightly blurry and lacks fine detail

Verdict: FLUX.1 [dev] produced a stunning, high-quality image with superior lighting and texture, but failed to place the passenger in the back seat. Z-Image Turbo followed the spatial instructions much better and captured the professional driver aesthetic accurately, though it lacked the cinematic polish and lighting depth of FLUX.1.

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.”

FLUX.1 [dev]
Z-Image Turbo

AI Judge Analysis

FLUX.1 [dev]

  • + Strong cinematic lighting with a vibrant glowing jack-o-lantern.
  • + Elegant illustrative style for the trees and moon.
  • + Good adherence to the thorn border requirement.
  • Significant text errors including 'Lalloween Rantcy' and 'You Tre'.
  • Did not include the requested spider web elements.
  • Repetitive text in the time section and a colon error in the date.

Z-Image Turbo

  • + Excellent adherence to the 'parchment' and 'gothic title' style.
  • + Accurate rendering of the main invitation title.
  • + Included both spider webs and thorns as requested.
  • Spelling error in the location ('The Archves' instead of 'The Arches').
  • The 'You are invited' banner text is very small and lacks a scroll graphic.
  • The layout feels a bit cluttered compared to Model A.

Verdict: Z-Image Turbo is the winner because it successfully followed the 'dark parchment' and 'gothic' stylistic instructions while keeping the text mostly legible and accurate. FLUX.1 [dev] produced a more visually striking illustration but failed significantly on the text rendering and more complex layout requirements.

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.”

FLUX.1 [dev]
Z-Image Turbo

AI Judge Analysis

FLUX.1 [dev]

  • + Excellent clay-like texture and soft lighting.
  • + Accurate national flag of Japan.
  • + Captures the diorama feel very well with the base and garnish.
  • Text rendering is poor with 'SUSH CATON' and redundant garbled characters.
  • Composition feels slightly recessed compared to the prompt's 'large bold text' request.

Z-Image Turbo

  • + Text is clear, bold, and perfectly legible.
  • + Excellent 3D cartoon style with vibrant colors.
  • + Perfectly centered and clean composition.
  • Displays the flag of China instead of Japan.
  • The wasabi inside the nigiri is an unusual anatomical choice for sushi.

Verdict: FLUX.1 [dev] produced a more sophisticated diorama with better lighting and the correct Japanese flag, but failed significantly on the text rendering. Z-Image Turbo followed the text instructions perfectly but failed a critical cultural check by displaying the Chinese flag for a prompt explicitly about Japan. While Z-Image Turbo is cleaner, FLUX.1 [dev] is the winner for accurate thematic elements and superior material quality.

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.”

FLUX.1 [dev]
Z-Image Turbo

AI Judge Analysis

FLUX.1 [dev]

  • + Successfully captures a dreamy, whimsical aesthetic with soft lighting.
  • + Coherent and high-resolution rendering of flowers and background.
  • Failed the prompt by omitting the kitten entirely.
  • Features a stylization that is much more 3D-cartoon/animation than the requested hyper-photorealistic style.
  • Two of the animals appear to be identical dog-fox hybrids rather than distinct species.

Z-Image Turbo

  • + Strictly followed the prompt by including all four distinct animals: puppy, kitten, bunny, and fox kit.
  • + Achieved a high level of photorealism as requested with naturalistic fur and features.
  • + Excellent lighting effects including the requested god rays and dew sparkles.
  • Slight anatomical oddity where the kitten's body merges oddly with the puppy's fur.
  • A few floating white particles that look slightly out of place compared to the rest of the image.

Verdict: Z-Image Turbo is the clear winner as it successfully included all four requested animals and adhered to the 'hyper-photorealistic' style, whereas FLUX.1 [dev] produced a cartoonish, stylized image that missed one of the core subjects. Z-Image Turbo also did a better job with the fine details like the dew sparkles and the specific species characteristics.

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.”

FLUX.1 [dev]
Z-Image Turbo

AI Judge Analysis

FLUX.1 [dev]

  • + Successfully captures the vintage banner and emblem style requested
  • + Good use of subtle paper texture in the background
  • + Includes complex vector-style shading on the ribbon
  • Significant spelling errors in the main brand name and the word restaurant
  • Included random numbers that were not part of the prompt

Z-Image Turbo

  • + Excellent text rendering with perfect spelling of 'Caffè Florian'
  • + Clean, minimalist composition that fits the logo brief well
  • + Stronger visual balance between the icon and the typography
  • Missed the request for a banner element
  • Iconography is slightly less detailed than a traditional vintage emblem style

Verdict: While FLUX.1 [dev] does a better job of incorporating all stylistic elements like the banner and texture, it fails significantly on text accuracy. Z-Image Turbo produces a professional, perfectly spelled logo that adheres much better to the core brand identity, despite missing the banner detail. Z-Image Turbo is the clear winner for its clarity and accuracy.

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.”

FLUX.1 [dev]
Z-Image Turbo

AI Judge Analysis

FLUX.1 [dev]

  • + Sophisticated infographics layout with a clear visual flow and circular trajectory.
  • + Accurate NASA-inspired color palette and consistent minimalist vector style.
  • + Excellent use of negative space and coherent small iconography at the bottom.
  • Text consists of completely nonsensical gibberish instead of the requested labels.
  • Includes random celestial bodies like Saturn that were not part of the requested steps.

Z-Image Turbo

  • + Text labels are much closer to English with readable words like 'Earth Orbit' and 'Tranquility'.
  • + Clear, high-contrast flat vector illustrations of the Saturn V and Eagle lander.
  • + Adheres better to the specific iconography requests like the orbit rings.
  • Composition is cluttered and lacks the professional structure of an infographic poster.
  • Typographical error in the main title ('Apolio E 11') and step labels ('Descenty').
  • Fails to include all six requested steps, missing a clear trajectory for stages 3 and 4.

Verdict: FLUX.1 [dev] produces a far more professional and aesthetically pleasing infographic layout that perfectly captures the modern vector style, though its text rendering is unusable. Z-Image Turbo captures the individual icons and readable text much better but fails as a cohesive poster design. FLUX.1 [dev] is the preferred choice for a design starting point, while Z-Image Turbo is better for individual assets.

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