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FLUX.2 [pro] Black Forest Labs Z-Image Turbo Alibaba

Settled by community votes across 17 shared challenges, with an AI judge weighing in on each.

FLUX.2 [pro]

26.3 arena score

#8 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.2 [pro]

57.1%

win rate

Ties

14.3%

Z-Image Turbo

28.6%

win rate

57.1% 14.3% ties 28.6%
Shared challenges 17

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.2 [pro]
Z-Image Turbo
100% wins 0% ties 0% wins

AI Judge Analysis

FLUX.2 [pro]

  • + Excellent photographic quality with realistic textures on the book and table.
  • + Perfect adherence to all spatial instructions, including the plant being visible through the glass.
  • + Sophisticated lighting and shallow depth of field.
  • The glass cube looks more like acrylic due to the thick, perfectly clear edges.

Z-Image Turbo

  • + Accurately depicts all requested elements in the correct positions.
  • + The glass cube has realistic reflections and a mirrored base.
  • The plant in the background is extremely blurry and barely recognizable as being 'behind the cube'.
  • The lighting is flatter and less cinematic than the competitor.

Verdict: FLUX.2 [pro] followed the prompt more effectively, particularly regarding the plant's visibility through the cube, and produced a much more realistic, high-resolution image. Z-Image Turbo followed the basic instructions but lacked the fine detail and lighting quality seen in the opposing image.

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.2 [pro]
Z-Image Turbo
100% wins 0% ties 0% wins

AI Judge Analysis

FLUX.2 [pro]

  • + Excellent adherence to the 'repairing' aspect of the prompt
  • + Superior skin texture and realistic fine details on the man's hands and face
  • + Evocative lighting and reflections that enhance the cinematic feel
  • The 'motion blur' on passing cars is present but could be more pronounced

Z-Image Turbo

  • + Clean composition with a clear subject
  • + Good depiction of light rain and wet pavement
  • The man is pushing or leaning on the bike rather than repairing it
  • Lower level of fine detail in skin textures and mechanical parts of the bike
  • Lacks the requested 'cinematic' depth of field effect

Verdict: FLUX.2 [pro] followed the prompt much more accurately, showing the man actively repairing the bicycle's derailleur, whereas Z-Image Turbo simply shows a man standing with a bike. FLUX.2 [pro] also delivered a much more realistic and high-quality image with impressive skin textures, better use of depth of field, and more convincing environmental reflections.

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.2 [pro]
Z-Image Turbo

AI Judge Analysis

FLUX.2 [pro]

  • + Excellent skin texture with realistic pores and fine hairs
  • + Highly intricate engraving detail on the plate armor
  • + Strong adherence to 'shallow depth of field' with a very cinematic bokeh effect
  • The sparks appear somewhat flat and over-processed compared to the rest of the scene
  • Composition is a bit tight, cutting off the top of the character's head

Z-Image Turbo

  • + Atmospheric lighting with the torch integrated directly into the composition
  • + Detailed chainmail and cloth underlayers that feel historically grounded
  • + Beautiful facial expression and lifelike eyes that convey the 'battle-worn' theme well
  • The armor engravings are less sharp and detailed compared to Model A
  • Leather straps are less prominent than requested in the prompt

Verdict: FLUX.2 [pro] wins on technical detail, specifically regarding the high-resolution texture of the skin, the sharpness of the armor engravings, and the realistic wear on the leather straps. While Z-Image Turbo provides a more atmospheric composition by including the torch in the frame, it lacks the tactile clarity and intricate engraving detail found in FLUX.2 [pro].

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.2 [pro]
Z-Image Turbo
50% wins 0% ties 50% wins

AI Judge Analysis

FLUX.2 [pro]

  • + Excellent typography with very high legibility and spelling accuracy
  • + Clear categorization with color-coded headers for different sections
  • + Professional and realistic menu layout that feels production-ready
  • Redundant headers (Pizza appears twice)
  • Mismatch between some images and their labels (Mains showing pizza/garlic bread)

Z-Image Turbo

  • + Stronger 'grid' layout for food photos as requested in the prompt
  • + High-vibrancy food photography with good color contrast
  • + Attractive modern aesthetic for the image section
  • Numerous spelling errors in text (e.g., 'MANS', 'SE TIIION')
  • Lower text legibility due to font weight and spacing
  • Layout feels a bit cluttered compared to the minimalist request

Verdict: FLUX.2 [pro] follows the professional requirements of a menu design much better, producing clean, legible text and a structured white-space-heavy layout. While Z-Image Turbo succeeds in creating a vibrant grid of food photos, the significant spelling errors and poorly managed text hierarchies make it less effective as a functional design.

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.2 [pro]
Z-Image Turbo

AI Judge Analysis

FLUX.2 [pro]

  • + Strict adherence to the 'exploded' burger requirement with clear separation of all layers.
  • + Superior integration of text with a high-quality fiery, translucent effect.
  • + Excellent sense of motion with orbiting sauce droplets and flying crumbs.
  • The burger buns look slightly more processed and less artisanal compared to model B.
  • The starburst element is a bit flat compared to the rest of the 3D text.

Z-Image Turbo

  • + High visual appeal with a more appetizing and textured meat patty.
  • + Dynamic lighting on the burger surface creates a strong professional food photography feel.
  • + Clear and legible text rendering.
  • Failed the 'exploded' instruction as the burger is largely assembled and merely floating.
  • The '€' symbol and starburst placement look slightly cramped against the edge.
  • The background fire effect looks a bit like simple digital brushes rather than volumetric embers.

Verdict: FLUX.2 [pro] followed the prompt more accurately by providing a true 'exploded' view where the layers are suspended and separated, whereas Z-Image Turbo provided a standard floating burger. FLUX.2 [pro] also better executed the 'fiery, glowing effect' on the text, making it feel integrated into the scene's atmosphere.

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.2 [pro]
Z-Image Turbo

AI Judge Analysis

FLUX.2 [pro]

  • + Excellent adherence to the 'elegant cursive' style for the header.
  • + Perfect spelling on all menu items.
  • + Authentic chalk texture and natural variation in handwriting style.
  • The board choice is slightly smaller, making the text feel a bit cramped.

Z-Image Turbo

  • + Clear, legible handwriting style.
  • + Good spatial balance and centered layout.
  • Includes a spelling error: 'Mustroom' instead of 'Mushroom'.
  • Failed to use the requested 'elegant cursive' for the title, using a block print instead.
  • Chalk texture looks a bit too smooth, bordering on digital marker style.

Verdict: FLUX.2 [pro] followed all instructions perfectly, including the specific cursive styling for the title and maintaining perfect spelling. Z-Image Turbo failed on the handwriting style request for the header and introduced a noticeable spelling error in the word 'Mushroom'.

The Reversed Rodeo

Text-to-Image

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

FLUX.2 [pro]
Z-Image Turbo

AI Judge Analysis

FLUX.2 [pro]

  • + Successfully followed the difficult spatial reasoning requirement of the horse on top of the astronaut.
  • + High cinematic quality with beautiful lighting and detailed space background.
  • + Creative and surreal interpretation that matches the prompt's artistic intent.
  • Anatomical issues where the horse's back legs seem to merge into a second horse torso behind the astronaut.

Z-Image Turbo

  • + Clean visual execution of a standard astronaut riding a horse.
  • + Realistic lighting on the spacesuit and horse.
  • Failed the core prompt instruction of 'horse on top, not vice versa'.
  • Flat, less detailed background compared to Model A.
  • Lacks the 'surreal' quality requested by the prompt.

Verdict: FLUX.2 [pro] is the clear winner as it successfully interpreted the challenging spatial instruction to put the horse on top of the astronaut, whereas Z-Image Turbo defaulted to the common trope of an astronaut riding a horse. Despite some anatomical confusion in the mid-ground, FLUX.2 [pro] provided a much more cinematic and high-fidelity image that correctly leaned into the surreal theme.

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.2 [pro]
Z-Image Turbo

AI Judge Analysis

FLUX.2 [pro]

  • + Excellent photographic lighting and cinematic bokeh depth
  • + The capybara's paws are anatomically well-integrated with the steering wheel
  • + Stronger sense of 'New York night' atmosphere with street light streaks
  • The capybara's hands have a slightly strange, primate-like skin texture

Z-Image Turbo

  • + The capybara's expression is very calm and fits the 'professional' prompt well
  • + Clearer detail on the taxi driver cap and emblem
  • The capybara's paws are floating and not actually gripping the steering wheel
  • The background street lights are generic and don't strongly evoke Manhattan
  • The composition feels a bit cramped compared to the wide view of Image A

Verdict: FLUX.2 [pro] is the stronger choice due to its superior lighting, cinematic composition, and realistic integration of the subjects within the car's interior. While Z-Image Turbo captures a charming expression on the capybara, it fails the technical challenge of placing the paws on the steering wheel correctly.

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.2 [pro]
Z-Image Turbo

AI Judge Analysis

FLUX.2 [pro]

  • + Excellent typography with perfect spelling in all fields.
  • + Dramatic cinematic lighting on the jack-o-lantern.
  • + Sophisticated border integrating thorns and webs into a singular aesthetic.
  • The dark parchment texture is more subtle than the distinct weathered edges in the other model.

Z-Image Turbo

  • + Strong tactile parchment texture with torn edges.
  • + Includes additional elements like tombstones that fit the theme.
  • + Dynamic composition with clear separation of background and frame.
  • Spelling error in the location field ('The Archves' instead of 'The Arches').
  • The 'You are invited' text is very small and placed at the very top instead of on the banner provided.
  • A primary scroll banner is empty behind the main title.

Verdict: FLUX.2 [pro] is the clear winner as it followed all instructions, including the specific banner text, and maintained perfect spelling throughout. Z-Image Turbo produced a visually interesting parchment texture but failed on text accuracy and proper placement of the requested sub-text.

Bald man challenge

Image Editing
Edit instruction

“Give the person a full, thick head of natural hair with realistic texture, density, and a natural hairline. Preserve facial features and lighting.”

Before After
FLUX.2 [pro]
Before After
Z-Image Turbo
0% wins 100% ties 0% wins

AI Judge Analysis

FLUX.2 [pro]

  • + Successfully added a full head of hair with realistic texture.
  • + Preserved the background perfectly.
  • + Maintained facial features, lighting, and clothing from the original image.
  • The beard color was slightly lightened to match the new hair, deviating slightly from the source.

Z-Image Turbo

  • + Maintains the overall identity of the man.
  • Completely failed the primary instruction to add a full head of hair.
  • Dramatically altered the background from a desert to a grassy field.
  • Changed the person's shirt from a button-up henley to a plain t-shirt.

Verdict: FLUX.2 [pro] followed the editing instructions perfectly, adding realistic hair while keeping the background and person's features intact. Z-Image Turbo failed to add any significant hair and also failed at source preservation by changing the background and clothing.

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.2 [pro]
Z-Image Turbo

AI Judge Analysis

FLUX.2 [pro]

  • + Excellent adherence to textural requests with realistic PBR material qualities
  • + Correctly identifies and renders the Japanese flag
  • + Precise, clean typography and layout
  • The diorama base is a bit large compared to the subject
  • Rice texture is slightly stylized/bead-like rather than grain-like

Z-Image Turbo

  • + Soft, appealing 3D cartoon aesthetic
  • + Good lighting and shadow depth
  • + Effective use of the isometric perspective
  • Incorrectly displays the Chinese flag instead of the Japanese flag
  • The text 'SUSHI' is off-center to the left
  • Extremely simplified sushi variety and garnishing

Verdict: FLUX.2 [pro] followed the prompt more accurately, specifically regarding the iconography and text alignment. While Z-Image Turbo produced a pleasant 3D style, it failed significantly on content by displaying the wrong national flag for a Japanese-themed prompt and having poor text centering.

Over-the-top cartoon caricature

Editing
Edit instruction

“Create a caricature of me and my job. Make it exaggerated and humorous, incorporating my profession as a tv show anchor and my love for dogs and hockey.”

Source
FLUX.2 [pro]
Z-Image Turbo

AI Judge Analysis

FLUX.2 [pro]

  • + Successfully incorporates all prompt elements including TV anchor desk, dogs, and hockey sticks.
  • + Excellent caricature style with exaggerated features and vibrant colors.
  • + Captures the subject's likeness well in a cartoon format.
  • Does not preserve the source image environment (is a complete reconstruction).

Z-Image Turbo

  • + Preserves the source image composition and subject very accurately.
  • + Subtly adds a small dog in the background pillow area.
  • Fails to follow almost all instructions in the prompt.
  • Missing the caricature style, the TV anchor theme, and the hockey theme.

Verdict: FLUX.2 [pro] followed the complex prompt requirements perfectly, creating a humorous cartoon caricature that integrated the TV anchor job, dogs, and hockey. In contrast, Z-Image Turbo largely ignored the instructions, producing a nearly identical photo to the original with only a tiny, misshapen dog added to the background.

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.2 [pro]
Z-Image Turbo

AI Judge Analysis

FLUX.2 [pro]

  • + Excellent fur detail and individual hair rendering.
  • + Great dynamic composition with animals interacting more playfully.
  • + Superior lighting effects including realistic god rays and dew drops.
  • Missed one of the four requested animals (baby bunny is missing).

Z-Image Turbo

  • + Included all four requested animals (dog, cat, fox, bunny).
  • + Bright, cheerful colors and clear subject matter.
  • + Correctly interpreted the 'wholesome' vibe with all animals in one group.
  • Lower overall image resolution and soft/blurry textures compared to Model A.
  • Animals appear slightly 'pasted' together rather than naturally interacting.
  • Noticeable anatomical artifacts, such as the kitten's open mouth and the puppy's paw placement.

Verdict: Z-Image Turbo is the winner for prompt adherence as it successfully included all four requested animals, whereas FLUX.2 [pro] missed the bunny. However, FLUX.2 [pro] produced a far superior image in terms of artistic composition, lighting, and hyper-realistic fur texture. Choosing between them depends on whether one values technical execution or total prompt compliance.

Studio Ghibli Anime Style

Editing
Edit instruction

“Transform this photo into a Studio Ghibli–inspired illustration. Use soft pastel colors, hand-painted textures, gentle lighting, dreamy backgrounds, and a warm, nostalgic mood”

Source
FLUX.2 [pro]
Z-Image Turbo

AI Judge Analysis

FLUX.2 [pro]

  • + Perfectly captures the Studio Ghibli art style with line work and soft watercolor textures.
  • + Maintains the exact composition and core elements of the original 'Distracted Boyfriend' meme.
  • + Uses the requested pastel color palette and warm, nostalgic lighting.
  • The woman on the right has her hand placement slightly altered/merged into the man's arm.

Z-Image Turbo

  • + Preserves the identities of the people in the original photograph very closely.
  • Completely fails the primary instruction to transform the image into a Ghibli-inspired illustration.
  • The image remains a realistic photograph with only minor lighting/saturation adjustments.
  • Does not apply hand-painted textures or dreamy backgrounds.

Verdict: FLUX.2 [pro] followed the editing instructions perfectly, creating a highly recognizable Ghibli-style illustration while keeping the meme's original structure. Z-Image Turbo failed to apply the requested artistic style, resulting in a realistic photo that ignores the core of the prompt.

Golden Hour Stroll

Image Editing
Edit instruction

“Add dynamic motion to this photo: make hair blow in the wind, add leaves flying, energetic and lively feel.”

Before After
FLUX.2 [pro]
Before After
Z-Image Turbo

AI Judge Analysis

FLUX.2 [pro]

  • + Excellent adherence to the 'windy' prompt with hair flared out realistically.
  • + Maintains high structural consistency with the original subject's face and clothing.
  • + Adds clear, large leaves with depth-of-field effects to enhance the motion feel.
  • The leaf placement can feel slightly crowded in the foreground.

Z-Image Turbo

  • + Successfully adds subtle motion to the hair and jacket edge.
  • + Preserves the overall color palette and tone of the original park scene.
  • The added leaves are very small and look more like specks of debris than leaves.
  • Fail to significantly change the energy of the image compared to the source.

Verdict: FLUX.2 [pro] followed the instructions much more effectively by creating a high-energy scene with significant hair movement and large, dynamic leaves. Z-Image Turbo's changes were too subtle, making the image feel static despite the prompt for an energetic feel. FLUX.2 [pro] also did a better job of maintaining the exact likeness of the woman while altering her hair physics.

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.2 [pro]
Z-Image Turbo
50% wins 0% ties 50% wins

AI Judge Analysis

FLUX.2 [pro]

  • + Perfect text rendering for both the main title and the banner.
  • + Excellent illustrative style with shading and subtle paper texture.
  • + Highly balanced composition using a circular emblem frame.
  • The 'steam' is a bit large compared to the cloche, but still fits the style.

Z-Image Turbo

  • + Accurate text rendering for all elements.
  • + Captures the brown and cream tones effectively.
  • + Clean vector-like aesthetic.
  • Minimalist to the point of looking slightly generic.
  • The cloche handle and steam icons are very simplified/abstract.
  • Lacks the 'vintage texture' requested in the prompt compared to the other model.

Verdict: FLUX.2 [pro] produced a professional-grade logo that perfectly balances the vintage aesthetic with the requested minimalist vector style, including a beautiful subtle texture on the background. While Z-Image Turbo followed all instructions and rendered the text correctly, it lacks the depth of design and stylistic flair found in FLUX.2 [pro].

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.2 [pro]
Z-Image Turbo

AI Judge Analysis

FLUX.2 [pro]

  • + Excellent structure that follows a logical chronological flow from top to bottom.
  • + Sophisticated vector styling with consistent iconography and clean lines.
  • + High-quality text rendering for headers and names like Armstrong, Aldrin, and Collins.
  • The body text below headers consists of nonsensical placeholder characters.
  • Combines some steps together (e.g., Lunar Orbit and Descent), failing to strictly separate all 6 requested steps.

Z-Image Turbo

  • + Successfully captures the requested NASA-inspired color palette.
  • + Icons for the rocket and lunar module are clear and simple.
  • The layout is cluttered and lacks a clear infographic flow or trajectory.
  • Contains several spelling errors such as 'APOLIO E 11', 'Translurian', and 'Descenty'.
  • Fails to represent all 6 steps individually, grouping text in the center without corresponding visuals.

Verdict: FLUX.2 [pro] is the clear winner as it produces a professional, cohesive infographic layout that looks like finished graphic design, despite some gibberish body text. Z-Image Turbo's output feels like a collection of disjointed clip-art pieces and contains numerous spelling errors in the primary headings.

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