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LongCat-Image Meituan Seedream 5.0 Lite ByteDance

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

LongCat-Image

9.6 arena score

#62 of 62 in Text-to-Image

Skill signature · Text-to-Image

Seedream 5.0 Lite

23.7 arena score

#22 of 62 in Text-to-Image

Vote tally

Where the votes landed

LongCat-Image

0%

win rate

Ties

0%

Seedream 5.0 Lite

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.”

LongCat-Image
Seedream 5.0 Lite

AI Judge Analysis

LongCat-Image

  • + Excellent depiction of glass material with realistic reflections and refractions.
  • + High level of detail in the wooden table texture and the plant.
  • + Perfect adherence to the spatial requirements of the prompt.
  • The glass cube appears slightly open or like a container with no front face due to the thinness of the edges.

Seedream 5.0 Lite

  • + Natural and soft lighting that matches the 'soft window light' prompt well.
  • + The small blue sphere has a realistic matte texture.
  • + Gives a more convincing 'closed cube' impression with distinct edges.
  • The plant visibility through the glass is slightly muddy compared to the background.
  • Lower overall sharpness and texture detail compared to the other model.

Verdict: Both models followed the complex spatial prompt perfectly. LongCat-Image is the slight winner due to its superior render quality, specifically the realistic refraction of the plant through the glass and the crisp details of the wooden table. Seedream 5.0 Lite performed well but has a softer, slightly less detailed finish.

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.”

LongCat-Image
Seedream 5.0 Lite

AI Judge Analysis

LongCat-Image

  • + Successfully captures the wide street atmosphere with rain reflections
  • + Includes various cars to provide a sense of location
  • + Realistic skin texture and cinematic lighting
  • Serious anatomical and mechanical failure with the bicycle having three wheels fused together
  • The rain effect looks like static streaks rather than falling drops
  • Failed to include noticeable motion blur from the cars

Seedream 5.0 Lite

  • + Excellent focus on the bicycle chain mechanics which look much more grounded in reality
  • + Superior representation of skin texture and raindrops on the jacket
  • + Better adherence to the 'motion blur' request in the background
  • The composition is a bit tight for a street photo
  • A slight blur on the subject's face reduces the impact of the details

Verdict: While LongCat-Image captures a nice environmental atmosphere, it suffers from a complete hallucination of the bicycle's structure, appearing as a confusing three-wheeled object. Seedream 5.0 Lite followed the prompt instructions more accurately, particularly with the motion blur and mechanical details, resulting in a much more believable 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.”

LongCat-Image
Seedream 5.0 Lite

AI Judge Analysis

LongCat-Image

  • + Excellent execution of bokeh sparks and dynamic fire lighting.
  • + Intricate engraved detail on the breastplate and shoulder pauldrons.
  • + High variety of textures in the chainmail and leather straps.
  • The facial wounds look a bit like digital paint or stickers rather than physical depth.
  • The armor fit around the neck looks slightly floating.

Seedream 5.0 Lite

  • + Very lifelike skin texture and convincing depth to the facial scars.
  • + Superior braided hair detail with a more natural integration of beads.
  • + Warm lighting feels soft and realistic, accurately illuminating the fabric underlayer.
  • Slightly less 'battle-worn' appearance on the armor compared to the first image.
  • Lighting on the right pauldron is a bit blown out.

Verdict: Both models adhered exceptionally well to the prompt. LongCat-Image excels in capturing the environmental effects like sparks and detailed armor engravings, while Seedream 5.0 Lite produces a more photorealistic face with convincing skin textures and better-integrated hair details. Seedream 5.0 Lite is the slight winner for its superior realism in the character's face and the high-quality rendering of the leather and cloth textures.

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.”

LongCat-Image
Seedream 5.0 Lite

AI Judge Analysis

LongCat-Image

  • + Successfully incorporates vibrant color-blocking panels.
  • + High quantity of food images provided in a grid-like structure.
  • + Dynamic and modern layout that feels high-energy.
  • Text is completely illegible and full of gibberish characters.
  • Visual layout is cluttered and lacks professional alignment.
  • Violates the 'white background' instruction with large blocks of blue and yellow.

Seedream 5.0 Lite

  • + Excellent text rendering with clear, legible names, descriptions, and prices.
  • + Perfect adherence to the grid layout for categories (appetizers, pizzas, mains).
  • + Clean minimalist aesthetic with professional typography and white background.
  • Food photography is slightly generic compared to the vibrant style requested.
  • Layout is very safe and traditional, leaning more toward 'clean' than 'bold'.

Verdict: Seedream 5.0 Lite is the clear winner as it produces a functional, professional menu with fully legible text and organized sections that perfectly match the prompt. LongCat-Image fails the primary goal of creating a menu because the text is unintelligible, and the layout is overly chaotic despite having interesting colors.

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.”

LongCat-Image
Seedream 5.0 Lite

AI Judge Analysis

LongCat-Image

  • + Excellent typography with high-quality fiery glowing effects.
  • + Vibrant colors and high-contrast, polished commercial aesthetic.
  • + Perfect rendering of the starburst price tag with clear text.
  • Fails the 'exploded' instruction; the burger is mostly assembled rather than suspended in mid-air.
  • The sauce looks slightly plastic and less photorealistic than Image B.

Seedream 5.0 Lite

  • + Interpreted the 'exploded' and 'suspended in mid-air' prompt perfectly with separated layers.
  • + Highly photorealistic textures on the tomato, lettuce, and grilled patty.
  • + Dynamic composition with droplets and embers creating a sense of movement.
  • Typography is simpler and less impactful compared to Image A.
  • The starburst effect is a simple outline rather than a solid graphic element.

Verdict: While LongCat-Image delivers a more polished-looking advertisement with superior graphic design elements, Seedream 5.0 Lite followed the core prompt much better by actually exploding the burger components. Seedream 5.0 Lite also achieved a more natural photorealistic quality in the food textures themselves, making it the more accurate response to the creative brief.

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.”

LongCat-Image
Seedream 5.0 Lite

AI Judge Analysis

LongCat-Image

  • + Excellent chalk texture and realistic dusty board details
  • + Convincing handwriting style with natural variations
  • Terrible text accuracy with many misspellings and gibberish words
  • Failed to render the specific menu items requested in the prompt

Seedream 5.0 Lite

  • + High level of text accuracy for the requested items
  • + Realistic chalk handwriting appearance with consistent letter size
  • + Successfully rendered complex phrases like 'Truffle Mushroom Risotto'
  • Slight spelling errors in longer words like 'Heriss' and 'gluten-frese'
  • The handwriting is a bit more uniform and less 'elegant cursive' than requested

Verdict: Seedream 5.0 Lite is the clear winner due to its superior text rendering capabilities, accurately capturing the specific menu items and date requested. While LongCat-Image has a very realistic chalk aesthetic, the text is almost entirely illegible gibberish, failing the primary objective of the prompt.

The Reversed Rodeo

Text-to-Image

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

LongCat-Image
Seedream 5.0 Lite

AI Judge Analysis

LongCat-Image

  • + Strong cinematic composition with a clear background and foreground.
  • + High level of detail in the lunar surface and mechanical debris.
  • Failed the negative constraint; the astronaut is riding the horse.
  • Significant anatomical errors in the horse's legs and hooves.

Seedream 5.0 Lite

  • + Vibrant, surreal nebular background fits the cinematic request.
  • + Better lighting coherence on the subject.
  • Failed the negative constraint; the astronaut is riding the horse.
  • The horse's rear legs are anatomically confused and merge into the tail.

Verdict: Both models failed the specific prompt instruction to place the 'horse on top', instead producing the common trope of an astronaut riding a horse. LongCat-Image provides a more grounded cinematic feel with lunar details, while Seedream 5.0 Lite offers a more colorful, surreal space aesthetic, though both suffer from significant anatomical distortions in the horse's legs.

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.”

LongCat-Image
Seedream 5.0 Lite

AI Judge Analysis

LongCat-Image

  • + Excellent photographic quality and texture on the capybara fur.
  • + Dynamic lighting that feels consistent with a New York street at night.
  • + Good adherence to the requested clothing for both characters.
  • The capybara's hand/paw looks somewhat distorted and human-like.
  • One of the passengers in the back is partially merged or duplicated through the window reflection.
  • Failed the instruction to have both paws on the steering wheel.

Seedream 5.0 Lite

  • + Perfectly captures the 'both front paws on the steering wheel' instruction.
  • + The businesswoman passenger has a very natural and bored expression as requested.
  • + The interior details, such as the dashboard and meter, feel more authentic to a taxi.
  • The composition is a bit tight, with the top of the taxi sign cut off.
  • The lighting on the capybara's face is slightly flat compared to the background.

Verdict: LongCat-Image produces a more cinematic and high-fidelity image with vibrant lighting, but it fails on specific prompt details like the number of paws on the wheel and it has some messy artifacts in the back seat. Seedream 5.0 Lite followed the prompt instructions much more accurately and captured the specific atmosphere of a bored passenger better, despite slightly lower contrast in the lighting.

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.”

LongCat-Image
Seedream 5.0 Lite

AI Judge Analysis

LongCat-Image

  • + Successfully included all major compositional elements like the jack-o-lantern and bats.
  • + The thorn border is well-integrated and looks sharp and clear.
  • The text at the bottom is highly garbled with spelling errors like 'Armiees' and 'JVC'.
  • The transitions between the parchment and the central scene cutout are somewhat abrupt.

Seedream 5.0 Lite

  • + Excellent text rendering for both the large title and the small event details.
  • + The dark, textured parchment creates a much stronger vintage atmosphere.
  • + Better layout with a more atmospheric and foggy central image.
  • One of the cobwebs in the top right corner is slightly detached from the frame.
  • The scroll banner is slightly less integrated into the background than the other text.

Verdict: Seedream 5.0 Lite is the clear winner because it correctly renders almost all of the requested text with perfect spelling and high legibility. While LongCat-Image creates a decent composition, its failure to accurately spell the location and date details makes it unusable as a functional invitation, whereas Seedream 5.0 Lite excels in both artistic atmosphere and precise prompt adherence.

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.”

LongCat-Image
Seedream 5.0 Lite

AI Judge Analysis

LongCat-Image

  • + Excellent PBR material textures, especially on the salmon and ginger.
  • + Strong adherence to the 'miniature' aesthetic with a nice wooden base.
  • + Accurate text rendering and centered composition.
  • The flag icon is slightly distorted and overlaps the text.
  • Shadows are a bit soft, making the base feel less grounded compared to Model B.

Seedream 5.0 Lite

  • + Perfectly clean typography and a very clear flag icon.
  • + Stronger 3D isometric perspective with a clean diorama base.
  • + Higher variety of sushi types presented in a neat arrangement.
  • Lighting is a bit flat across the sushi pieces.
  • Materials look more like plastic than 'realistic PBR' textures.

Verdict: Both models followed the prompt very well, but LongCat-Image is preferred for its superior material rendering, which gives the sushi a translucent, appetizing look that aligns with the 'soft refined textures' request. Seedream 5.0 Lite produced a cleaner graphic design and a better diorama base, but the sushi itself lacks the textural detail found in the first image.

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.”

LongCat-Image
Seedream 5.0 Lite

AI Judge Analysis

LongCat-Image

  • + Strong god ray effects and vibrant lighting
  • + Highly detailed fur textures on the puppy
  • + Good use of 'dew sparkles' as floating bokeh elements
  • Anatomical failure: merged the tabby kitten and bunny into one hybrid creature
  • Missing one of the four required animals
  • Butterflies appear flat and lack 3D integration

Seedream 5.0 Lite

  • + Successfully included all four distinct animals requested (puppy, kitten, bunny, fox)
  • + Action-oriented composition with animals reaching for butterflies
  • + Better sense of atmosphere and 'wholesome' interaction
  • Slightly more illustrative/stylized than 'hyper-photorealistic'
  • Minor anatomical clipping on the fox's hind paw

Verdict: Seedream 5.0 Lite is the clear winner because it correctly depicts all four requested animals, whereas LongCat-Image failed the prompt by merging the kitten and bunny into a single creature with four ears. Seedream 5.0 Lite also better captured the 'playfully chasing' and 'tumbling' aspects of the prompt through more dynamic posing.

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.”

LongCat-Image
Seedream 5.0 Lite

AI Judge Analysis

LongCat-Image

  • + Excellent hand-drawn illustrative style
  • + Dynamic use of texture and shading
  • + Includes all requested elements in an integrated emblem layout
  • Text duplication on the cloche dome
  • Lettering on the sunburst is messy and poorly rendered

Seedream 5.0 Lite

  • + Perfectly clean vector aesthetic
  • + High text accuracy and legibility
  • + Accurately represents every element from the prompt without visual clutter
  • Lower artistic complexity compared to the other model
  • The 'Est. 1720' text is slightly off-center on the banner

Verdict: Seedream 5.0 Lite produced a clean, professional, and accurate logo that followed every part of the prompt with high legibility. LongCat-Image attempted a more complex hand-etched style that looks great artistically, but it suffered from redundant text artifacts and messy rendering in the details.

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.”

LongCat-Image
Seedream 5.0 Lite

AI Judge Analysis

LongCat-Image

  • + Strong layout aesthetics with a nice balance of space and graphics.
  • + Clever use of colors following the NASA-inspired palette.
  • Failed to provide the requested 6-step sequence.
  • Text and typography are garbled and illegible.
  • Includes a Space Shuttle-style vehicle instead of the Saturn V or Lunar Module.

Seedream 5.0 Lite

  • + Perfectly adhered to all 6 specific steps requested in the prompt.
  • + Excellent text rendering for both titles and crew names.
  • + Strictly followed the vector-style iconography instructions.
  • The 'Translumar' text has a minor typo (Translunar vs Translumar).
  • Layout is a bit simple compared to a full poster design.

Verdict: Seedream 5.0 Lite followed the complex instructions perfectly, including all six specific steps of the mission with appropriate icons and legible text. In contrast, LongCat-Image failed to include the requested steps and used an incorrect spacecraft design (Space Shuttle instead of Saturn V), though it had a nice decorative border.

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