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GPT Image 2 OpenAI Seedream 5.0 Lite ByteDance

Settled by community votes across 15 shared challenges, with an AI judge weighing in on each.

GPT Image 2

27.7 arena score

#4 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

GPT Image 2

100.0%

win rate

Ties

0.0%

Seedream 5.0 Lite

0.0%

win rate

100.0% 0.0% ties 0.0%
Shared challenges 15

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.”

GPT Image 2
Seedream 5.0 Lite

AI Judge Analysis

GPT Image 2

  • + Excellent photographic clarity and high resolution textures.
  • + Realistic glass refraction and thickness on the edges of the cube.
  • + Strong adherence to the lighting prompt with clear soft shadows.
  • None notable.

Seedream 5.0 Lite

  • + Successfully follows all prompt instructions including object placement.
  • + Good warm color palette and soft atmosphere.
  • Lower resolution with a slightly soft/blurry appearance overall.
  • The lighting is less directional than requested from the left.
  • The glass cube looks thin and less physically grounded compared to the other model.

Verdict: Both models followed the prompt perfectly regarding spatial reasoning and object placement. GPT Image 2 is the clear winner due to its significantly higher image quality, realistic glass textures, and better execution of the soft window lighting requested. Seedream 5.0 Lite produced a correct but much softer and lower-resolution 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.”

GPT Image 2
Seedream 5.0 Lite

AI Judge Analysis

GPT Image 2

  • + Excellent depiction of Japanese street elements including legible vertical text and specific curb details
  • + Realistic imperfections like the messy toolbox and slightly cluttered framing
  • + Very natural, non-perfect skin texture on the man's face and neck
  • The motion blur on the car in the background looks more like a double exposure than natural motion blur
  • The red bicycle frame has some physical inconsistencies in its structure

Seedream 5.0 Lite

  • + Beautiful atmospheric rendering of rain droplets and pavement ripples
  • + Effective use of shallow depth of field and authentic light trails from a passing car
  • + Stronger emotional quality and focus on the action of repair
  • The bike chain and derailleur are physically impossible and disconnected in some areas
  • The background shop signage has AI-garbled text
  • The skin texture looks slightly more smoothed/digital than Model A

Verdict: Both models captured the prompt well, but GPT Image 2 achieved a much better 'candid' feel with realistic environmental details and believable Japanese text. While Seedream 5.0 Lite provided better atmospheric effects like rain ripples and car light trails, it suffered from significant structural errors in the bicycle's mechanics and less convincing text on the signs.

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.”

GPT Image 2
Seedream 5.0 Lite

AI Judge Analysis

GPT Image 2

  • + Excellent texture work on the weathered plate armor and skin
  • + Naturalistic lighting and shallow depth of field which feels more cinematic
  • + Includes small, subtle beads woven naturally into the hair braids
  • The 'battle-worn' appearance relies more on dirt than prominent scars
  • The armor details become a bit muddy in the shadow areas

Seedream 5.0 Lite

  • + Very literal and clear interpretation of 'hair braided with small beads'
  • + High contrast torchlight effect gives a dramatic fantasy feel
  • + Detailed renderings of leather straps and cloth textures as requested
  • The skin and hair look slightly smooth and CGI-like compared to the other model
  • The scars appear painted on rather than integrated into the skin texture

Verdict: GPT Image 2 provides a more grounded and realistic interpretation with superior skin and metal textures that feel genuinely battle-worn. Seedream 5.0 Lite captures the specific details like the beads and scars more clearly, but the overall image has a digital, airbrushed quality that lacks the cinematic depth of GPT Image 2.

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.”

GPT Image 2
Seedream 5.0 Lite
100% wins 0% ties 0% wins

AI Judge Analysis

GPT Image 2

  • + Excellent typography and layout design that looks like a real professional menu.
  • + High-quality, vibrant food photography that perfectly follows the requested grid structure.
  • + Accurate and legible text rendering for descriptions and prices.
  • The logo 'NOVA' has minor texture artifacts within the letters.
  • Slightly cluttered footer compared to the minimalist request.

Seedream 5.0 Lite

  • + Strong minimalist aesthetic with plenty of white space.
  • + Consistent bold sans-serif fonts throughout the design.
  • + Good adherence to the basic category requirements.
  • The 'grid' is a bit clunky with thick borders that feel dated rather than modern.
  • Lower-quality food images that look more like stock photos than professional food photography.
  • Very sparse layout with less visual interest than the competition.

Verdict: GPT Image 2 is significantly more professional, featuring a sophisticated layout, detailed descriptions, and high-end photography that makes it usable as a real-world design. Seedream 5.0 Lite is functional and adheres well to the minimalist aspect, but it lacks the visual polish and design complexity found in the first image, resulting in a more basic, template-like look.

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.”

GPT Image 2
Seedream 5.0 Lite
100% wins 0% ties 0% wins

AI Judge Analysis

GPT Image 2

  • + Excellent photorealistic texture on the meat patty and vegetables
  • + Superior text rendering with a complex fiery/lightning effect
  • + Dynamic composition with splashes of sauce that enhance the 'exploded' feel
  • The intensity of the background effects can make the layout feel slightly cluttered

Seedream 5.0 Lite

  • + Clean, minimalist composition that makes the burger elements pop
  • + Accurate placement of all requested text elements
  • + Good lighting on the food items consistent with the fire source
  • The meat patty looks a bit dry and flat compared to the other image
  • The 'starburst' for the price is a simple line-art shape rather than a fully rendered effect

Verdict: GPT Image 2 is the superior output because it successfully captures the high-energy, high-detail aesthetic of professional food advertising, especially in the juicy texture of the meat and the complex fiery text. Seedream 5.0 Lite produces a very clean and usable image, but it lacks the textural realism and the specific 'fiery' rendering of the text components requested in the prompt.

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.”

GPT Image 2
Seedream 5.0 Lite

AI Judge Analysis

GPT Image 2

  • + Excellent typography with perfect spelling of all complex menu items.
  • + Authentic chalk texture and natural handwriting style that feels hand-drawn.
  • + Superior composition with a realistic cafe background and lighting.
  • The date is slightly more blocky than the requested 'elegant cursive' for the title.

Seedream 5.0 Lite

  • + Natural-looking chalk board surface with smudges and green tint.
  • + Good adherence to the requested layout and date.
  • Multiple spelling errors including 'Heriss', 'Beliter', and 'optoons'.
  • Text appears slightly flat and lacks the realistic chalk grain seen in the other model.
  • Unnecessary underlines slice through the descenders of the letters.

Verdict: GPT Image 2 is the clear winner as it successfully rendered all text with perfect spelling and an incredibly convincing chalk texture. Seedream 5.0 Lite struggled with text accuracy, introducing several typos in the menu items and footer, and the handwriting felt less like natural chalk on a board.

Pose & Character Mashup

Editing
Edit instruction

“Use Image 1 as the exact pose reference and Image 2 as the character reference. Recreate the person/character from Image 2 in the exact dynamic pose and body position from Image 1. Keep the exact face, hair, clothing style/details, and expression from Image 2. Match the lighting and environment of Image 1. The final image must show the character from Image 2 performing the precise action/pose from Image 1 with perfect anatomy and natural integration.”

Source
GPT Image 2
Seedream 5.0 Lite
100% wins 0% ties 0% wins

AI Judge Analysis

GPT Image 2

  • + Excellent character preservation including face, sunglasses, and the patterned scarf.
  • + Highly accurate recreation of the complex pose and body alignment from Image 1.
  • + Seamless integration of the character's clothing onto the dynamic body position.
  • The fingers on the raised hand are somewhat distorted.
  • Minor clipping issue where the scarf meets the chest area.

Seedream 5.0 Lite

  • + Good facial recognition and transfer of the sunglasses.
  • + Successfully matches the lighting and vibrant yellow background of the source environment.
  • + Effective use of the specific clothing items from Image 2.
  • The pose is less accurate to Image 1, particularly with the tucked-in leg being too thick and poorly positioned.
  • Anatomical issues in the feet and the hands.
  • The scale of the body feels slightly off compared to the stool.

Verdict: GPT Image 2 is the superior result as it followed the complex pose instructions with much higher precision and anatomical correctness than Seedream 5.0 Lite. GPT Image 2 managed to map the specific clothing and accessories from the character reference onto the difficult pose of the source image while maintaining a more natural look.

The Reversed Rodeo

Text-to-Image

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

GPT Image 2
Seedream 5.0 Lite

AI Judge Analysis

GPT Image 2

  • + Excellent adherence to the counter-intuitive instruction of the horse riding the astronaut
  • + Highly detailed textures on the spacesuit and lunar surface
  • + Clever use of the saddle and harness to make the surreal concept look structural
  • The astronaut's hands/gloves have an anatomical inconsistency with the number of fingers
  • The background stars are somewhat generic

Seedream 5.0 Lite

  • + Beautiful, vibrant nebula colors and cinematic lighting
  • + Higher compositional energy with the horse in a gallop pose
  • Failed the negative constraint entirely by placing the astronaut on top
  • The horse's tail has weird ghostly artifacts or double-rendering
  • The earth is very small and lacks detail

Verdict: GPT Image 2 is the clear winner as it successfully follows the specific and difficult spatial instruction to place the horse on top of the astronaut. Seedream 5.0 Lite produces a visually pleasing image but completely fails the core prompt requirement, providing a standard astronaut on a horse instead.

Outfit Transfer Challenge

Editing
Edit instruction

“Use Image 1 as the base person. Dress them in the exact elaborate outfit from Image 2 (including all layers, accessories, jewelry, and shoes). Carefully adapt the clothing to the body shape and pose in Image 1 while maintaining realistic fabric behavior, correct proportions, and perfect lighting/shadow matching. Keep the person’s exact face, hair, and background completely unchanged.”

Source
GPT Image 2
Seedream 5.0 Lite

AI Judge Analysis

GPT Image 2

  • + Perfect preservation of the original person's face, skin patterns, and expression.
  • + Seamless integration of the coat and scarf textures onto the body.
  • + Maintains the exact background and lighting of the source image.
  • Missed the sunglasses from the second image.
  • The hand in the pocket looks slightly blurred compared to the source person.

Seedream 5.0 Lite

  • + Included the sunglasses from the second source image.
  • + Captures the gold watch and ring accessories accurately.
  • Significantly altered the face and changed the direction of the gaze.
  • Lower visual quality with noticeable artifacts around the jawline and hair.
  • Failed to preserve the exact facial structure and unique skin markings of the base person.

Verdict: GPT Image 2 is the clear winner as it successfully preserved the identity and facial features of the person in the source image while naturally applying the new wardrobe. Seedream 5.0 Lite failed the primary constraint of keeping the person's face unchanged, resulting in a different person with less clarity and lower resolution.

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.”

GPT Image 2
Seedream 5.0 Lite

AI Judge Analysis

GPT Image 2

  • + Excellent photorealism with shallow depth of field focusing on the capybara's fur.
  • + Accurate interior lighting and realistic taxi partition.
  • + Perfectly captures the 'bored' expression of the passenger in the background.
  • The steering wheel placement is a bit low and cramped relative to the capybara's body.
  • Only one paw is clearly visible clutching the wheel.

Seedream 5.0 Lite

  • + Shows the full exterior side of the taxi which adds context to the New York setting.
  • + Clearer view of both paws on the steering wheel as requested.
  • + Sharp details on the vehicle dashboard and exterior livery.
  • The passenger is sitting in the front passenger seat instead of the back seat.
  • The perspective is slightly awkward, making the capybara look like it is floating or misaligned with the seat.

Verdict: GPT Image 2 (Model A) is the superior choice because it correctly places the human passenger in the back seat and uses a much more cinematic, photorealistic lighting style that makes the surreal scene feel grounded. Seedream 5.0 Lite (Model B) fails on the spatial layout of the prompt by putting the passenger in the front seat, though it does a better job showing both of the capybara's paws.

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.”

GPT Image 2
Seedream 5.0 Lite

AI Judge Analysis

GPT Image 2

  • + Excellent layout for an invitation with all text clearly legible.
  • + Highly detailed and intricate gothic border featuring skulls, webs, and thorns.
  • + Creative inclusion of 'The Arches' as a literal bridge in the background.
  • The date text is slightly smaller than other elements, though still readable.

Seedream 5.0 Lite

  • + Strong contrast between the glowing jack-o-lantern and the dark background.
  • + Simple, bold text that stands out against the parchment.
  • + Strict adherence to the banner and border elements.
  • The transition between the central scene and the parchment background is harsh and looks like a basic overlay.
  • Text rendering on the banner has slight inconsistencies in letter sizing.

Verdict: GPT Image 2 provides a much more cohesive and professionally designed layout, integrating the background elements like the bridge and Gothic architecture into a single cinematic scene. Seedream 5.0 Lite feels more like a collage of separate assets, with a less polished transition between the central image and the parchment border.

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.”

GPT Image 2
Seedream 5.0 Lite

AI Judge Analysis

GPT Image 2

  • + Excellent PBR material rendering with realistic food textures.
  • + Perfect adherence to text overlay and flag icon styling.
  • + Highly detailed diorama base with consistent isometric perspective.
  • Includes slightly more garnish and objects than the requested 'minimal' amount.

Seedream 5.0 Lite

  • + Successfully creates a clean, 3D cartoon style with soft textures.
  • + Adheres strictly to the 'minimal garnish' and simple base request.
  • Text and icon are placed to the side rather than the requested top-center.
  • Shadows and lighting are slightly less sophisticated compared to the first model.

Verdict: GPT Image 2 is the superior choice because it perfectly executed the complex text and icon placement requirements while delivering high-quality PBR textures that look both delicious and artistic. Seedream 5.0 Lite captured the 'cartoon' aesthetic well but failed to center the text as requested and offered lower detail in the sushi models.

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.”

GPT Image 2
Seedream 5.0 Lite

AI Judge Analysis

GPT Image 2

  • + Excellent fur texture and realistic animal proportions.
  • + Superior lighting with natural god rays and detailed dew sparkles on the flowers.
  • + Strong dynamic composition that feels like a captured moment of movement.
  • The kitten's paw reaching up has a slightly confused anatomical structure.
  • The fox's front paw is somewhat blurred and less defined than the rest of the body.

Seedream 5.0 Lite

  • + Very cute, stylized character design with large expressive eyes.
  • + Bright, vibrant colors that enhance the playful and wholesome vibe.
  • + Successful inclusion of all requested elements in a clear, central layout.
  • Fur textures look more like 3D-rendered velvet than photorealistic hair.
  • The 'god rays' appear as flat digital gradients rather than atmospheric light.
  • The dew sparkles look like floating white dots rather than reflections on moisture.

Verdict: GPT Image 2 is the clear winner as it successfully achieves the 'hyper-photorealistic' part of the prompt with complex lighting and intricate fur detailing. While Seedream 5.0 Lite produces a charming and wholesome scene, its execution is much more illustrative/3D-animated in style and lacks the realism of the god rays and natural textures found in GPT Image 2.

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.”

GPT Image 2
Seedream 5.0 Lite

AI Judge Analysis

GPT Image 2

  • + Sophisticated engraving/hatching details on the cloche and banner.
  • + Correct Italian orthography for 'Caffè' with the grave accent.
  • + Professional composition with a decorative frame that enhances the vintage aesthetic.
  • Slightly busy for a 'minimalist' request, though it fits the vintage brief perfectly.

Seedream 5.0 Lite

  • + Clean, minimalist vector style that is very legible.
  • + Accurate text for both the brand name and the establishment date.
  • Incorrect accent mark on 'Caffê' (circumflex instead of grave).
  • The cloche and steam elements are very basic and lack the 'vintage' depth requested.

Verdict: GPT Image 2 is the superior response as it captures the 'vintage emblem' and 'classic typography' requests with much higher artistry and attention to detail. Seedream 5.0 Lite is more minimalist but fails on basic spelling for the brand name and lacks the sophisticated texture found in the first image.

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.”

GPT Image 2
Seedream 5.0 Lite

AI Judge Analysis

GPT Image 2

  • + Excellent typography and nearly perfect text rendering across the entire infographic.
  • + Professional, high-quality layout with complex visual elements that remain coherent.
  • + Accurate and detailed iconography for the Saturn V and Lunar Module.
  • The style leans more toward detailed illustration than the strictly 'flat-vector' style requested.
  • Slight spelling error on the bottom left (ARMSTRONG is correct, but 'ALDRIN' and 'COLLINS' silhouettes are slightly generic).

Seedream 5.0 Lite

  • + Successfully adheres to the 'flat-vector' style with simple, clean shapes.
  • + Accurately follows the NASA color palette and the six-step sequence requested.
  • + Correct labeling and clear, easy-to-read hierarchy.
  • The 'Translunar' icon is just a gray arc, lacking the requested 'trajectory arc icon' with context.
  • The scale of the Apollo 11 text is slightly overwhelming compared to the small icons.
  • The composition feels a bit sparse with too much empty space.

Verdict: GPT Image 2 is the superior infographic due to its professional layout, excellent use of NASA branding (including the logo and mission patch), and high-quality rendering of complex details like the Lunar Module. While Seedream 5.0 Lite followed the 'flat' style more strictly, the result feels overly simplistic and lacks the informative depth and visual polish seen in GPT Image 2.

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