Seedream 4.0 vs Z-Image Turbo
Head-to-head across 8 challenges
Seedream 4.0
50.0%
win rate
Ties
0.0%
Z-Image Turbo
50.0%
win rate
Challenge Results
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
Seedream 4.0
- + Perfect adherence to spatial prompts, placing the plant clearly behind the cube.
- + Highly realistic light caustic effects on the table.
- + Superior rendering of glass transparency and reflections.
- − The plant is slightly more integrated into the cube's volume than behind it in some areas.
Z-Image Turbo
- + Clear distinction between the foreground objects and the background plant.
- + Good color saturation on the red book and blue sphere.
- − The glass cube lacks realistic thickness and proper refractions compared to Image A.
- − The perspective of the cube's base feels slightly mismatched with the tabletop.
Verdict: Both models followed the complex spatial prompt accurately. Seedream 4.0 is the winner because of its superior handling of physical light properties, specifically the caustics on the wooden table and the realistic thickness of the glass panes. Z-Image Turbo produced a clean image, but it lacks the photographic depth and convincing material textures found in Seedream 4.0.
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
Seedream 4.0
- + Captures the 'repairing' action perfectly with the subject interacting with tools and the bike chain.
- + Successfully incorporates all environmental prompts: motion blur on passing cars, reflections on wet pavement, and shallow depth of field.
- + The lighting and skin textures feel cinematic yet grounded and realistic.
- − Some anatomical and mechanical oddities, such as the man's hands blending slightly with the bike frame.
- − The tools on the ground are somewhat poorly defined and appear to float/merge.
Z-Image Turbo
- + High clarity and sharp focus on the man's facial expression.
- + The bicycle's structure is consistent and well-proportioned.
- − Fails to show the man 'repairing' the bike; he is simply holding the handles as if about to ride.
- − Missing the requested motion blur on the passing car.
- − The 'imperfect framing' and 'shallow depth of field' are less pronounced than in Model A.
Verdict: Seedream 4.0 is the clear winner as it adhered to nearly every specific request in the prompt, including the complex environmental effects like motion blur and reflections, and the specific action of 'repairing'. Z-Image Turbo produced a high-quality portrait, but the subject is simply holding a bike rather than repairing it, and it failed to include the requested motion blur on the background vehicles.
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
Seedream 4.0
- + Accurate spelling of section headers.
- + High-quality, vibrant food photography.
- + Strong use of white space and minimalist aesthetic.
- − Lacks actual menu items or pricing text.
- − The 'grid' layout is somewhat disjointed and lacks structure.
- − Composition feels like a mood board rather than a functional menu.
Z-Image Turbo
- + Excellent structure that directly reflects a functional menu layout.
- + Better adherence to the 'grid' requirement with organized rows and columns.
- + Includes pricing and item placeholders, making it more professional for casual dining.
- − Several spelling errors in the large text (e.g., 'MANS' and 'SETIIION').
- − Content of sections doesn't always match the headers (e.g., pizza shown under appetizers).
- − Garbled gibberish text for the smaller menu items.
Verdict: Z-Image Turbo creates a much more convincing menu layout that actually looks like a design template with columns, prices, and a clear grid. However, it suffers from spelling errors in prominent places like 'PIZZA MANS'. Seedream 4.0 produces beautiful, clean imagery with better text rendering, but fails to include any of the functional elements like menu lists or pricing, resulting in more of a collage than a menu design.
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
Seedream 4.0
- + Excellent atmospheric lighting with a cinematic depth.
- + The thorn and web border is integrated beautifully into the scene.
- + Follows the request for a central glowing jack-o-lantern with a spooky aesthetic.
- − The text on the scroll banner is slightly garbled and hard to read.
- − Composition is a bit crowded with the large title text overlapping the background elements.
Z-Image Turbo
- + Clean and highly legible typography for all requested details.
- + Stronger adherence to the 'parchment poster' request with visible paper texture and scrolls.
- + Symmetrical and balanced composition suitable for an invitation.
- − Contains a spelling error in the location ('Archves' instead of 'Arches').
- − The lighting is flatter and less cinematic compared to Model A.
Verdict: Seedream 4.0 creates a much more atmospheric and spooky image with superior lighting and artistic depth, though its banner text is messy. Z-Image Turbo provides a clearer layout for an actual invitation and better parchment details but suffers from a spelling error and a more generic visual style. Seedream 4.0 is the winner for its impressive cinematic quality and mood.
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
Seedream 4.0
- + Successfully added a full head of hair as requested
- + Preserved the original facial features and glasses perfectly
- + Maintained the original lighting and background
- − The hairline and hair shape look somewhat artificial and 'pasted on'
- − The hair texture is slightly too uniform and lacks natural variation at the edges
Z-Image Turbo
- + Maintains the overall aesthetic of the original image
- − Failed the primary edit instruction; the person remains largely bald
- − Significantly changed the person's facial structure, making them look like a different individual
- − Removed the person's glasses and changed the background environment
Verdict: Seedream 4.0 followed the edit instructions well, adding a full head of hair while perfectly preserving the subject's identity and the surrounding environment. In contrast, Z-Image Turbo failed to add hair, altered the facial features so the person is no longer recognizable, and unnecessarily changed the background and removed the glasses. Seedream 4.0 is the clear winner for following the prompt while maintaining source integrity.
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
Seedream 4.0
- + Accurately renders the Japanese flag as requested.
- + Provides a rich, high-quality variety of sushi models with excellent textures.
- + Perfectly executes the 'top-down isometric' perspective and diorama base.
- − Minor graininess in the soft shadows on the blue background.
Z-Image Turbo
- + Clean, soft-rendered 3D cartoon style with very smooth surfaces.
- + Excellent text rendering with a friendly, rounded font.
- − Major factual error: renders the flag of China instead of the flag of Japan.
- − The 45-degree isometric angle is slightly off compared to a true isometric grid.
- − Minimalist interpretation of 'dish' showing only a single piece of nigiri.
Verdict: Seedream 4.0 followed all prompt instructions, including the specific request for a Japanese flag icon and a group of sushi on a diorama base. Z-Image Turbo produced a high-quality visual with a clean 3D aesthetic, but failed significantly on prompt accuracy by displaying the flag of China for a prompt explicitly about Japan.
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
Seedream 4.0
- + Excellent depiction of god rays and dew sparkles as requested.
- + Dynamic, playful composition that truly shows the animals 'tumbling together'.
- + High level of fur detail and backlighting that creates a heartwarming atmosphere.
- − The fox's anatomy is slightly distorted in the tumbling pose.
- − The scale of the cat relative to the other animals is a bit small.
Z-Image Turbo
- + Clean, clear subjects with very cute facial expressions.
- + Good lighting and soft background bokeh.
- − The animals are largely standing still rather than 'tumbling together' or 'chasing'.
- − The dew sparkles are much more sparse compared to the other model.
- − The puppy's paw is awkwardly clipping through the rabbit's back.
Verdict: Seedream 4.0 followed the prompt much more effectively, capturing the 'tumbling' action and the specific lighting effects like god rays and dew sparkles. While Z-Image Turbo produced a cute image, it was more of a static group portrait and contained a significant anatomical clipping error where the puppy's paw merges into the rabbit.
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
Seedream 4.0
- + Perfect text rendering for both the main name and the banner.
- + Excellent interpretation of the 'vector emblem' and 'banner' description.
- + Superior textures and shading that give a high-quality vintage feel.
- − The steam trails are slightly asymmetrical compared to the formal logo style.
Z-Image Turbo
- + Clean, minimalist vector aesthetic.
- + Accurate spelling of all requested text.
- + Good color palette adherence.
- − The 'banner' is more of a flat bar with notches rather than a classic flowing banner.
- − The steam icon is very small and lacks the 'vintage' detail found in the other model.
- − The composition feels a bit bottom-heavy with the large text at the base.
Verdict: Seedream 4.0 followed the prompt more effectively by creating a cohesive emblem with a classic flowing banner and rich vintage textures. While Z-Image Turbo produced a clean and accurate minimalist logo, Seedream 4.0's superior typography, shading, and composition better capture the 'Caffè Florian' aesthetic requested.
Seedream 4.0
ByteDance's image generation model with integrated text-to-image and image editing capabilities in a unified architecture, supporting up to 4K resolution
Z-Image Turbo
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