ShengShu Technology's text-to-image and reference-to-image model with support for character consistency and multi-reference image processing
Settled by community votes across 17 shared challenges, with an AI judge weighing in on each.
Vidu Q2
#42 of 62 in Text-to-Image
Z-Image Turbo
#12 of 62 in Text-to-Image
Where the votes landed
Vidu Q2
100.0%
win rate
Ties
0.0%
Z-Image Turbo
0.0%
win rate
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.”
AI Judge Analysis
Vidu Q2
- + Excellent photographic quality with realistic textures and lighting.
- + Correct placement of all objects including the plant behind the cube.
- + Sophisticated handling of reflections and light patterns on the wooden table.
- − The glass cube appears slightly more like a thick-walled container than a simple hollow cube.
Z-Image Turbo
- + Successfully includes all requested elements in the correct positions.
- + Authentic soft window lighting consistent with the prompt.
- − The plant is very blurry and lacks the detail seen in Model A.
- − The glass cube has some geometry issues, particularly the floating appearance of the front right vertical edge.
Verdict: Vidu Q2 is the clear winner due to its superior image resolution, realistic textures, and complex light interactions. While both models followed the spatial instructions perfectly, Z-Image Turbo produced a much flatter, lower-quality image with less convincing glass physics.
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.”
AI Judge Analysis
Vidu Q2
- + Excellent photographic quality with realistic skin texture and lighting.
- + Great adherence to the 'candid' and 'imperfect framing' prompt requirements.
- + Dynamic composition with effective use of depth of field and wet surface reflections.
- − The bicycle structure is physically impossible with overlapping frames.
- − The man's hand on the right is merging with the bike's handlebar in a nonsensical way.
Z-Image Turbo
- + Good inclusion of light rain and atmospheric motion blur on background cars.
- + Composition clearly shows the full scene and subject.
- + The red color of the bicycle is vibrant and matches the prompt.
- − Image quality is somewhat soft and lacks the requested 50mm lens crispness.
- − The man is standing with his hands on the handlebars rather than 'repairing' the bike.
- − Visual artifacts present on the front wheel spokes.
Verdict: Vidu Q2 produces a much more cinematic and high-fidelity image that perfectly captures the requested 'candid' and 'natural texture' aesthetic, though it suffers from significant anatomical and structural hallucinations regarding the bicycle and hands. Z-Image Turbo captures the scene more literally but fails to depict the act of 'repairing' and has a lower overall visual quality. Vidu Q2 is the winner for its superior texture and professional photography feel.
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.”
AI Judge Analysis
Vidu Q2
- + Excellent texture on the engraved armor and leather straps
- + Sharp focus with lifelike eyes and skin texture
- + Rich warm lighting that effectively highlights the metallic surface
- − The braiding with beads is very minimal compared to the request
- − The character looks a bit too 'clean' for a battle-worn description
Z-Image Turbo
- + Strong adherence to the braided hair with beads request
- + Captures a gritty, battle-worn appearance with more dirt and blood on the skin
- + Includes a literal torch to justify the lighting
- − The face appears slightly blurred or lower resolution than the armor
- − Light source (torch) is very close to the face but the shadows don't perfectly align
Verdict: Vidu Q2 produces a higher-fidelity image with stunning detail on the plate armor and leather textures, though it is slightly less adventurous with the character's hairstyle. Z-Image Turbo captures the 'battle-worn' aesthetic and the specific hair beads more accurately, but the overall image quality is slightly less crisp than Vidu Q2.
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.”
AI Judge Analysis
Vidu Q2
- + Stronger adherence to the vibrant accents request with colorful graphic flourishes.
- + More comprehensive sectioning including specific mentions of pizza and mains.
- + High-quality, professional food photography within the layout.
- − Text is largely nonsensical gibberish despite the correct stylistic layout.
- − The layout is somewhat cluttered with overlapping elements.
Z-Image Turbo
- + Excellent adherence to the 'grid' prompt with a clean, identifiable structure.
- + Legible header text for 'Appetizers' and 'Pizza'.
- + Clean, minimalist aesthetic that feels professional and spacious.
- − Spelling error in 'PIZZA MANS' and 'SE TIIION'.
- − The grid of nine images at the top is repetitive rather than distinct category photos.
- − Missing the 'vibrant accents' requested in the prompt, using only a single orange tone.
Verdict: Z-Image Turbo is the superior choice because it captures the 'minimalist grid' and 'clean professional layout' much more effectively than Vidu Q2. While Vidu Q2 has more artistic 'vibrant accents', its text is completely illegible, whereas Z-Image Turbo provides clear, bold sans-serif headers that make the document look like an actual menu.
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.”
AI Judge Analysis
Vidu Q2
- + Excellent 'exploded' layout with clearly separated components as requested.
- + Highly detailed textures on the lettuce, bun, and tomatoes.
- + Dynamic motion effect with sauce droplets and floating embers.
- − Failed to render the Euro symbol correctly, using a strange double-barred character instead.
- − The starburst effect is a bit flat compared to the rest of the image.
Z-Image Turbo
- + Perfect rendering of the Euro symbol (€) and clean typography.
- + Excellent integration of the starburst with a glowing fiery effect.
- + Beautiful lighting and high aesthetic appeal.
- − Failed to provide an 'exploded' view; the burger is mostly assembled.
- − The burger looks more like a standard double cheeseburger than a magical, dynamic advertisement.
Verdict: Vidu Q2 better captured the core requirement of an 'exploded' burger with floating, suspended components, whereas Z-Image Turbo generated a mostly static, assembled burger. However, Z-Image Turbo had superior text rendering and better adherence to the specific currency symbol requested.
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.”
AI Judge Analysis
Vidu Q2
- + Natural-looking chalk texture and smudges
- + Dynamic and expressive handwriting style
- − Numerous spelling errors in almost every word
- − Changed the requested price from $24 to $34
Z-Image Turbo
- + Excellent spelling and text readability
- + Accurate adherence to the requested prices and date
- + Clean and organized composition
- − One minor typo ('Mustroom' instead of Mushroom)
- − Handwriting style is a bit uniform and lacks the 'elegant cursive' requested for the title
Verdict: Z-Image Turbo is the clear winner for its superior text rendering, correctly spelling almost all items and adhering to the requested prices. While Vidu Q2 has a more artistic chalk texture, its inability to spell words like 'Octopus' or 'Mushroom' correctly makes it much less useful for a menu prompt.
The Reversed Rodeo
Text-to-Image“Horse riding astronaut in space — horse on top, not vice versa. Surreal, highly detailed, cinematic.”
AI Judge Analysis
Vidu Q2
- + Excellent adherence to the 'surreal' aesthetic with cosmic textures on the horse's coat.
- + Rich, vibrant colors and high level of detail in the background galaxy.
- + Cinematic lighting that integrates the rider and the environment.
- − The astronaut's feet and the saddle placement are slightly anatomically awkward.
Z-Image Turbo
- + Clean, realistic textures on both the astronaut's suit and the horse's hide.
- + Successfully avoids the common error of an astronaut riding a horse by putting the astronaut on top as requested.
- − The background is very plain and lacks the 'cinematic' and 'detailed' qualities requested.
- − Composition feels a bit flat and less imaginative compared to the surreal prompt.
Verdict: Vidu Q2 is the winner as it fully embraces the 'surreal' and 'cinematic' keywords of the prompt, creating a visually stunning cosmic scene. While Z-Image Turbo produces a technically competent image, it is much more literal and lacks the artistic flair and detailed environment shown in Vidu Q2.
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.”
AI Judge Analysis
Vidu Q2
- + Excellent interior lighting and reflections that sell the taxi atmosphere.
- + Superior background detail showing a vibrant, recognizable New York night scene.
- + Very high resolution and sharp textures on the capybara's fur and the leather seats.
- − The placement of the capybara's legs and the steering column is anatomically confusing.
- − The capybara's paw grip on the steering wheel is slightly clumsy.
Z-Image Turbo
- + Good adherence to the 'bored expression' of the passenger.
- + The capybara's paws are placed convincingly on the steering wheel.
- + Consistent and clean rendering of the jacket and seatbelt.
- − The background lacks the specific character of Manhattan, appearing relatively empty.
- − The image is slightly softer/lower resolution compared to the other model.
- − The lighting is flat and lacks the cinematic, neon-lit feel of a real taxi at night.
Verdict: Vidu Q2 is the clear winner due to its superior lighting, high-level detail, and cinematic composition that perfectly captures the New York night atmosphere. While Z-Image Turbo followed the prompt well, its lack of environmental detail and flatter lighting made it feel less 'photorealistic' compared to Vidu Q2.
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.”
AI Judge Analysis
Vidu Q2
- + Features a beautiful, intricate border with webs and thorns that integrates well with the scroll.
- + The glowing jack-o-lantern is well-illustrated and serves as a strong central focal point.
- − The text has significant spelling errors including 'Intovigtion', 'invieed', and 'fiigts'.
- − The date was changed to 2025 instead of 2026 as requested in the prompt.
Z-Image Turbo
- + Highly accurate text rendering for the main title and most of the event details.
- + Successfully captures the moody night sky and twisted trees requested in the prompt.
- − The small scroll banner is empty, and the requested text 'You are invited...' is placed floating above the title instead.
- − There is a minor typo in the location, spelling it as 'Archves'.
Verdict: Z-Image Turbo is the clear winner because it followed the specific date and most text instructions correctly, whereas Vidu Q2 had several major spelling errors and the wrong year. While Vidu Q2 had a slightly more cohesive border design, Z-Image Turbo's background atmosphere with the trees and sky felt more cinematic and true to the prompt.
Bald man challenge
Image Editing“Give the person a full, thick head of natural hair with realistic texture, density, and a natural hairline. Preserve facial features and lighting.”
AI Judge Analysis
Vidu Q2
- + Successfully added a full head of hair that looks natural and fits the head volume
- + Excellent source preservation including glasses, beard, and clothing
- + Maintains original lighting and facial features perfectly
Z-Image Turbo
- + Preserves the overall color palette and environment
- − Failed to provide a 'full' head of hair as requested, only adding a buzz cut
- − Lost the subject's glasses which were part of the source facial features
- − Altered the background elements significantly compared to the original
Verdict: Vidu Q2 followed the edit instructions perfectly, adding a full, thick head of hair while keeping all other elements like the glasses and jacket identical to the source. Z-Image Turbo failed on two fronts: it only provided a very short buzz cut and mistakenly removed the subject's glasses, failing to preserve the source features.
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.”
AI Judge Analysis
Vidu Q2
- + Accurately renders the Japanese flag as requested.
- + Higher visual variety with multiple types of sushi on the plate.
- + Excellent text rendering with clean, bold typography.
- − Small artifacts on the wooden diorama base edges.
- − The placement of the flag icon is slightly awkward, overlapping the text.
Z-Image Turbo
- + Extremely clean rendered textures and soft lighting that matches the 'miniature' aesthetic.
- + Perfectly centered and balanced composition.
- + Text typography is very clean and professional.
- − Incorrectly uses the Chinese flag instead of the Japanese flag.
- − Garnish is inside the rice rather than on the side, looking slightly unnatural for sushi.
Verdict: Vidu Q2 is the superior choice because it accurately follows the prompt's request for a 'small flag icon' representing the country, whereas Z-Image Turbo mistakenly included the flag of China. Vidu Q2 also offers more interesting visual detail in the sushi itself, though Z-Image Turbo has slightly smoother, more refined shader work.
Over-the-top cartoon caricature
Editing“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.”
AI Judge Analysis
Vidu Q2
- + Perfectly captures all themes including hockey, news reporting, and dogs.
- + Excellent caricature art style that maintains the subject's likeness.
- + High level of creativity in merging the anchor desk with a hockey rink and pets.
- − The fingers on the hand holding the microphone have anatomical issues.
- − The background is very busy, although appropriate for a caricature.
Z-Image Turbo
- + High fidelity to the original source image's realism.
- + Maintains the subject's face almost perfectly.
- − Completely failed the core edit instruction to create a caricature.
- − Ignored the hockey and TV anchor themes entirely.
- − The only addition is a small, blurry dog in the background.
Verdict: Vidu Q2 successfully followed all aspects of the creative prompt, delivering a vibrant caricature that blends hockey, journalism, and dogs while preserving the subject's identity. Z-Image Turbo failed the task almost entirely, providing a nearly identical photo to the source with only a minor, low-quality addition of a dog and no stylistic change.
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.”
AI Judge Analysis
Vidu Q2
- + Excellent composition with a sense of depth and movement
- + Accurately features multiple butterflies and sparkling dew drops
- + Includes all requested animals with clear, distinct features
- − Generated two golden retriever puppies instead of one
- − The fox's front leg anatomy is slightly unnatural
Z-Image Turbo
- + Successfully grouped all four specific animals closely together
- + High quality texture on the animals' fur
- + Captures the 'big expressive eyes' aspect of the prompt very well
- − The fox's tail is awkwardly short and appears to blend into the grass
- − Composition is a bit flat compared to the dynamic scene requested
- − Only two butterflies are present
Verdict: Vidu Q2 produces a more expansive and magical scene that better captures the 'meadow' and 'chasing' elements of the prompt, despite doubling the number of puppies. Z-Image Turbo creates a very cute and high-quality character group but feels more like a studio portrait in a field rather than a dynamic action scene. Vidu Q2 is the winner for its superior lighting, atmosphere, and environmental detail.
Studio Ghibli Anime Style
Editing“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”
AI Judge Analysis
Vidu Q2
- + Excellently captures the Studio Ghibli art style with cel-shading and watercolor textures.
- + Maintains the exact composition and core posing of the original 'distracted boyfriend' meme.
- + Uses a warm, nostalgic color palette as requested.
- − The faces lost some of the specific nuanced expressions of the original subjects.
- − Minor anatomy issues on the hands and fingers.
Z-Image Turbo
- + Perfectly preserves the identities and expressions of the people in the photo.
- − Completely failed the main instruction to transform the image into a Ghibli-inspired illustration.
- − The output is virtually identical to the source photo with only a slight softening of focus.
- − Lacks any hand-painted textures or artistic stylization.
Verdict: Vidu Q2 successfully transformed the image into a distinct Studio Ghibli art style while keeping the iconic meme composition intact. Z-Image Turbo failed the prompt entirely, providing a result that is nearly indistinguishable from the original photograph with no illustrative qualities.
Golden Hour Stroll
Image Editing“Add dynamic motion to this photo: make hair blow in the wind, add leaves flying, energetic and lively feel.”
AI Judge Analysis
Vidu Q2
- + Excellent adherence to the 'hair billowing' instruction
- + Perfect preservation of the subject's face, dog, and background details
- + Adds a significant amount of colorful leaves that create a clear sense of motion
- − The scale of some floating leaves is a bit inconsistent relative to depth
Z-Image Turbo
- + Adds subtle flying leaves and some hair movement
- + Maintains a high level of photorealism
- − Changed the woman's face substantially from the original source
- − The 'dynamic motion' effect is much more subtle and less energetic than requested
- − Loss of information in the flower beds on the left
Verdict: Vidu Q2 is the clear winner as it successfully adds the requested dynamic motion (billowing hair and many flying leaves) while perfectly preserving the identity of the woman and the details of the original scene. Z-Image Turbo changed the subject's facial features and was much more conservative with the motion effects, failing to capture the 'energetic and lively' feel requested.
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.”
AI Judge Analysis
Vidu Q2
- + Elegant warm brown and cream color palette
- + Good vertical layout and banner design
- − Serious text inaccuracies with multiple misspellings including 'Caffe Farmiin' and 'Esttt'
- − Messy line work on the cloche handle and steam graphics
Z-Image Turbo
- + Perfect text rendering for both 'Caffè Florian' and 'Est. 1720'
- + Clean, minimalist vector style that aligns well with modern branding
- + Excellent source preservation of the requested logo elements
- − The steam element is very small and lacks detail
- − The cloche icon is very solid and could have used more negative space or detail
Verdict: Z-Image Turbo is the clear winner because it accurately rendered all specific text requirements, whereas Vidu Q2 failed significantly on spelling. Z-Image Turbo also adhered better to the 'minimalist' and 'vector' keywords, producing a clean, usable logo design.
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.”
AI Judge Analysis
Vidu Q2
- + Features a consistently clean flat-vector style with professional iconography
- + Better adherence to the '6-step' layout structure requested in the prompt
- + Accurate NASA-inspired color palette with harmonious light gray and navy tones
- − Text rendering is mostly gibberish despite better font integration
- − Failed to include a distinct 'Apollo 11' title
Z-Image Turbo
- + Text is much more legible with recognizable words like 'Earth Orbit' and 'Tranquility'
- + Clear and bold header that communicates the subject matter quickly
- + Simple, high-contrast flat-vector design
- − Spelling errors in the main header ('APOLIO E 11') and technical terms
- − Missed several of the 6 specific steps requested, resulting in a sparse composition
- − Icons are somewhat disjointed and vary in scale awkwardly
Verdict: Vidu Q2 produces a much more visually cohesive and professionally designed infographic that strictly follows the requested 6-step layout, whereas Z-Image Turbo skips half the steps and has poor spatial composition. Although Z-Image Turbo has more legible text, Vidu Q2 is the preferred graphic due to its superior icon consistency, palette adherence, and complex architectural layout of the information.
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Tongyi-MAI's 6-billion parameter distilled text-to-image model optimized for speed, achieving high-quality generation in 8 steps or fewer with support for bilingual text rendering