ByteDance's image generation model with built-in reasoning, example-based editing, and deep domain knowledge, supporting up to 3K resolution
Settled by community votes across 13 shared challenges, with an AI judge weighing in on each.
Seedream 5.0 Lite
23.7
arena score
#22 of 62 in Text-to-Image
Skill signature
· Text-to-Image
Stable Diffusion 3.5 Large
22.9
arena score
#29 of 62 in Text-to-Image
Vote tally
Where the votes landed
Seedream 5.0 Lite
80.0%
win rate
Ties
0.0%
Stable Diffusion 3.5 Large
20.0%
win rate
80.0%
0.0% ties
20.0%
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.”
Seedream 5.0 Lite
Stable Diffusion 3.5 Large
AI Judge Analysis
Seedream 5.0 Lite
- + Perfect adherence to the spatial requirements of the prompt.
- + Superior lighting and realistic soft focus.
- + Clean, high-quality rendering of glass and wood textures.
- − The glass cube looks more like a tray or has a very thin top, as the red book seems to sit slightly inside the top lip.
Stable Diffusion 3.5 Large
- + Crystal clear rendering of the sphere and glass edges.
- + High contrast and sharp detail.
- − Failed the spatial logic of the prompt by placing the book inside/under the cube instead of on top.
- − The glass cube has a distorted, open-bottom appearance as it clips through the book.
- − The sphere is floating rather than sitting on a surface.
Verdict: Seedream 5.0 Lite followed every spatial instruction in the prompt perfectly, placing the sphere inside, the book on top, and the plant behind. Stable Diffusion 3.5 Large failed the core spatial logic, placing the red book at the base and the sphere floating in the center, while also having significant clipping issues where the glass edges meet the book.
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.”
Seedream 5.0 Lite
Stable Diffusion 3.5 Large
100% wins
0% ties
0% wins
AI Judge Analysis
Seedream 5.0 Lite
- + Excellent adherence to the 'shallow depth of field' and '50mm lens' look
- + Highly realistic skin textures and fine details on the hands and clothing
- + Accurate depiction of motion blur from a passing car in the background
- − The frame feels a bit too tight/cropped, though the prompt did ask for 'imperfect framing'
Stable Diffusion 3.5 Large
- + Captures the 'candid' street scene with a wider perspective
- + Good use of reflections on the wet pavement
- − The rain effect looks like a static filter rather than natural falling rain
- − The subject's skin texture and facial details are muddy and lacks the requested realism
- − The bicycle geometry is slightly warped near the pedals
Verdict: Seedream 5.0 Lite delivers a significantly more realistic and cinematic result, with impressive skin textures and a genuine 50mm shallow depth of field. Stable Diffusion 3.5 Large struggles with the fine details of the person and the bicycle, and its rain effect feels artificial compared to the atmospheric lighting in the first image.
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.”
Seedream 5.0 Lite
Stable Diffusion 3.5 Large
100% wins
0% ties
0% wins
AI Judge Analysis
Seedream 5.0 Lite
- + Excellent depiction of torchlight reflection on the armor and skin.
- + Clearly visible beads in the braids as requested.
- + High-quality texture on the cloth underlayer and leather straps.
- − The facial scars look a bit like digital brush strokes rather than healed skin.
- − Slightly more 'CGI' aesthetic compared to Model B.
Stable Diffusion 3.5 Large
- + Very realistic skin texture and organic-looking dirt/blood.
- + Highly intricate engraving details on the plate armor.
- + Strong atmospheric lighting and background depth.
- − Missing the specific request for beads in the hair braids.
- − Leather straps are less prominent and detailed than in Model A.
Verdict: Seedream 5.0 Lite followed the prompt more closely by including the specific detail of beads in the hair and providing a very clear view of the leather and cloth textures. However, Stable Diffusion 3.5 Large produced a more lifelike portrait with superior skin realism and armor engraving, though it missed the bead requirement. Seedream 5.0 Lite is the winner for better prompt adherence and capturing the specific warm lighting requested.
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.”
Seedream 5.0 Lite
Stable Diffusion 3.5 Large
100% wins
0% ties
0% wins
AI Judge Analysis
Seedream 5.0 Lite
- + Perfect text rendering with zero spelling errors
- + Includes all requested sections (Appetizers, Pizzas, Mains)
- + Extremely clean and functional professional layout
- − Visuals are a bit generic, resembling a basic food delivery app
- − The grid layout is simple and lacks artistic flair
Stable Diffusion 3.5 Large
- + Highly artistic and professional photography style
- + Sophisticated use of negative space and typography
- + Creative interpretation of the grid concept with flanking photos
- − Contains significant gibberish text and spelling errors (APPETIZRS, MAIMAES)
- − Text is generally unreadable and lacks actual food item names
- − Much less functional as an actual menu
Verdict: Seedream 5.0 Lite produced a perfectly functional and legible menu that followed every specific detail of the prompt, including the exact categories and pricing. Stable Diffusion 3.5 Large delivered a much more aesthetically pleasing and high-end design, but it failed significantly on text legibility and accuracy. Seedream 5.0 Lite is the winner for its practical utility and flawless text generation.
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.”
Seedream 5.0 Lite
Stable Diffusion 3.5 Large
AI Judge Analysis
Seedream 5.0 Lite
- + Excellent typography with perfect spelling and the requested glowing 'fiery' effect.
- + Highly accurate adherence to the 'exploded' layout requested in the prompt.
- + Professional commercial composition with a clean, photorealistic food aesthetic.
- − The 'starburst' shape for the price is a bit simplified/vector-like compared to the realistic burger.
Stable Diffusion 3.5 Large
- + Intense, high-quality lighting and fiery atmosphere.
- + Good texture on the meat and melted cheese.
- − Failed to include any of the requested text ('MAGIC BURGER', price, etc.).
- − Failed to create an 'exploded' view; the burger is fully assembled.
- − The lettuce and bun edges have slight AI artifacts near the flames.
Verdict: Seedream 5.0 Lite followed every instruction perfectly, delivering an exploded view with all required text and a starburst price tag. In contrast, Stable Diffusion 3.5 Large ignored the text requirements and the exploded layout, providing a standard assembled burger instead. Seedream 5.0 Lite is the clear winner for its superior prompt adherence and design utility.
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.”
Seedream 5.0 Lite
Stable Diffusion 3.5 Large
AI Judge Analysis
Seedream 5.0 Lite
- + Excellent text rendering with almost perfect spelling and clear legibility.
- + Authentic chalk texture and realistic handwritten variations.
- + Composition captures the close-up texture of a real chalkboard.
- − Small spelling errors in 'Herbs' (Heriss) and 'Options' (optoons).
- − Text is printed in a semi-casual style rather than the 'elegant cursive' requested for the title.
Stable Diffusion 3.5 Large
- + Successfully captures the requested 'cozy café' atmosphere and wider composition.
- + Layout is aesthetically pleasing with good use of negative space.
- − Poor text accuracy with numerous spelling errors like 'TODAAY' and '2024' instead of '2026'.
- − The font appears digital/templated rather than authentic handwriting.
- − The content of the menu items is garbled and does not follow the prompt's specific list.
Verdict: Seedream 5.0 Lite performed significantly better on the core task of text rendering, producing legible and largely accurate menu items with a realistic chalk texture. Stable Diffusion 3.5 Large failed to follow the specific text instructions, getting the date wrong, misspelling basic words, and using a font that looks synthetic rather than handwritten.
The Reversed Rodeo
Text-to-Image“Horse riding astronaut in space — horse on top, not vice versa. Surreal, highly detailed, cinematic.”
Seedream 5.0 Lite
Stable Diffusion 3.5 Large
AI Judge Analysis
Seedream 5.0 Lite
- + High resolution and vibrant color palette with a clear nebula backdrop
- + Sharp rendering of the astronaut suit details and horse anatomy
- − Failed the negative constraint: images shows astronaut riding the horse instead of the horse on top
- − The horse lacks any space-survival gear which detracts from the cinematic realism
Stable Diffusion 3.5 Large
- + Atmospheric cinematic lighting with a sense of motion
- + Good blending of the subject with the cosmic environment
- − Failed the negative constraint: images shows astronaut riding the horse instead of the horse on top
- − Anatomy of the horse's front legs and face is slightly distorted
Verdict: Both Seedream 5.0 Lite and Stable Diffusion 3.5 Large failed the specific spatial logic request of having 'the horse on top' of the astronaut. Seedream 5.0 Lite is the better output because it features significantly higher clarity, better color contrast, and more realistic textures on the space suit compared to the slightly muddled and anatomically incorrect rendering in Stable Diffusion 3.5 Large.
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.”
Seedream 5.0 Lite
Stable Diffusion 3.5 Large
AI Judge Analysis
Seedream 5.0 Lite
- + Excellent adherence to the complex prompt including the passenger in the back seat.
- + Highly realistic lighting and photographic composition.
- + The capybara's expression and paws on the wheel are perfectly rendered.
- − The passenger's phone is slightly distorted with a small hand artifact.
- − Minor scale issues where the capybara looks quite large for the driver's seat.
Stable Diffusion 3.5 Large
- + High quality fur rendering and vibrant colors.
- + Dynamic angle and sharp focus on the capybara character.
- − Completely failed to include the human passenger in the back seat as requested.
- − The capybara has an extra limb/hand and a set of human-like legs in jeans that were not requested.
- − The 'paws on steering wheel' instruction was not followed effectively.
Verdict: Seedream 5.0 Lite successfully captured the entire narrative of the prompt, including the humorous social dynamic of the bored businesswoman in the back. Stable Diffusion 3.5 Large failed to include the passenger entirely and introduced strange anatomical errors like human legs and extra limbs on the capybara.
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.”
Seedream 5.0 Lite
Stable Diffusion 3.5 Large
AI Judge Analysis
Seedream 5.0 Lite
- + Excellent text rendering with no spelling errors.
- + Strict adherence to all event details including date, time, and location.
- + Highly effective gothic atmosphere with cinematic lighting on the jack-o-lantern.
- − The thorns in the border are slightly repetitive in texture.
Stable Diffusion 3.5 Large
- + Beautiful parchment effect with ragged edges.
- + Dynamic composition with a large moon and twisted tree silhouettes.
- − Failed to include the specific event details (Date, Time, Location).
- − Text rendering is messy with artifacts below the scroll banner.
- − The title font is a standard sans-serif rather than the requested elegant gothic style.
Verdict: Seedream 5.0 Lite followed every instruction in the prompt, including the complex text details and the specific gothic aesthetic. Stable Diffusion 3.5 Large produced a visually appealing parchment texture but failed significantly on the text requirements, omitting the event details entirely and using inappropriate fonts.
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.”
Seedream 5.0 Lite
Stable Diffusion 3.5 Large
AI Judge Analysis
Seedream 5.0 Lite
- + Perfect adherence to text placement and layout instructions.
- + Clean, professional 3D isometric aesthetic with smooth PBR materials.
- + Accurate 45° top-down perspective and centered composition.
- − The sushi models are slightly simplistic compared to the other model.
Stable Diffusion 3.5 Large
- + Highly detailed sushi textures and vibrant colors.
- + Complex composition with interesting variety of sushi types.
- − Failed to place text at 'top-center', instead putting it on flags within the scene.
- − Ignored 'minimal garnish' request, leading to a cluttered composition.
- − The 3D text is a bit warped compared to the clean rendering in Model A.
Verdict: Seedream 5.0 Lite followed every specific instruction in the prompt, including the exact placement of the text and the 'minimal garnish' constraint, resulting in a very clean and professional diorama. Stable Diffusion 3.5 Large produced high-quality textures but failed on the layout requirements, integrating the text into the scene rather than at the top-center and creating a cluttered environment that ignored the 'minimal' keyword.
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.”
Seedream 5.0 Lite
Stable Diffusion 3.5 Large
50% wins
0% ties
50% wins
AI Judge Analysis
Seedream 5.0 Lite
- + Perfect inclusion of all four requested animal species
- + Excellent rendering of dew drops and god rays in the background
- + Vibrant, charming composition with high-quality textures on the fur
- − Styles leans slightly more toward 'Pixar-style' 3D render than pure hyper-photorealistic
- − The fox's anatomy and posing look a bit stiff/unnatural
Stable Diffusion 3.5 Large
- + Dynamic 'chasing' movement is captured well with a running pose
- + Beautiful bokeh and lighting effects create a professional photographic look
- + Realistic fur textures and whiskers
- − Failed to include a tabby kitten, rendering a third fox-like or ginger cat instead
- − The kitten/animal on the far right has a slightly distorted face
- − The bunny has an extra butterfly growing directly out of its ear
Verdict: Seedream 5.0 Lite followed the prompt perfectly, including all four specific animals with high-quality textures and clear 'god rays'. While Stable Diffusion 3.5 Large captured the 'chasing' action and photographic depth of field more effectively, it failed to generate a tabby kitten and suffered from anatomical glitches like the butterfly merging with the rabbit's ear.
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.”
Seedream 5.0 Lite
Stable Diffusion 3.5 Large
AI Judge Analysis
Seedream 5.0 Lite
- + Perfect adherence to spelling including the 'ê' accent
- + Clean vector illustration style that fits the minimalist request
- + Excellent balance and composition of logo elements
- − The 'ê' accent is slightly stylized like a hat, which may be an creative choice or a slight distortion
Stable Diffusion 3.5 Large
- + Authentic vintage paper texture with corner flourishes
- + Good use of the cloche dome concept
- − Spelling error in 'Cafféé'
- − Design is a bit cluttered and less minimalist than requested
- − Text rendering on 'Est. 1720' is slightly inconsistent
Verdict: Seedream 5.0 Lite followed all prompt instructions perfectly, including the specific spelling and minimalist vector style. Stable Diffusion 3.5 Large struggled with the text spelling ('Cafféé') and produced a more cluttered design that moved away from the requested minimalism.
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.”
Seedream 5.0 Lite
Stable Diffusion 3.5 Large
AI Judge Analysis
Seedream 5.0 Lite
- + Perfect adherence to the requested 6-step structure with clear numbering.
- + Exceptional text rendering for both titles and names.
- + Clean, consistent flat-vector illustration style.
- − The rocket in step 1 is a generic shuttle-style rocket rather than a Saturn V.
- − The 'Lunar Orbit' and 'Earth Orbit' icons are identical except for the celestial body.
Stable Diffusion 3.5 Large
- + Captures the NASA-inspired aesthetic and muted color palette well.
- + More complex and visually interesting composition.
- − Failed to follow the requested numbered 6-step sequence.
- − Text and labels are illegible gibberish.
- − The rocket design is a nonsensical mix of a space shuttle and a missile.
Verdict: Seedream 5.0 Lite followed every instruction of the prompt, delivering a functional, readable, and well-organized infographic with near-perfect text. Stable Diffusion 3.5 Large failed on most technical requirements, providing a decorative but chaotic image with unreadable text and no logical progression of steps.
Next steps
Explore each model
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