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Bria FIBO Bria Seedream 5.0 Lite ByteDance

Settled by community votes across 17 shared challenges, with an AI judge weighing in on each.

Bria FIBO

16.9 arena score

#56 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

Bria FIBO

0%

win rate

Ties

0%

Seedream 5.0 Lite

0%

win rate

Shared challenges 17

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.”

Bria FIBO
Seedream 5.0 Lite

AI Judge Analysis

Bria FIBO

  • + Excellent handle of glass refraction and transparency physics
  • + High resolution with sharp details on the book and cube
  • + Accurate lighting and reflections that match the environment
  • The plant appears to be merging into the cube rather than standing behind it

Seedream 5.0 Lite

  • + Clear spatial arrangement with the plant positioned distinctly behind the cube
  • + Strong adherence to all prompt elements
  • + Naturalistic soft window lighting effect
  • The glass cube lacks thickness and realistic refraction compared to Model A
  • Resolution is slightly lower and softer on fine textures

Verdict: Both models followed the complex spatial instructions perfectly. Bria FIBO produced a more photorealistic image with superior material rendering of the glass and wood, while Seedream 5.0 Lite performed slightly better at maintaining the physical separation between the plant and the glass cube.

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.”

Bria FIBO
Seedream 5.0 Lite

AI Judge Analysis

Bria FIBO

  • + Excellent street atmosphere with vibrant wet pavement reflections
  • + Captures the light rain effect effectively across the scene
  • + Subject has a realistic, elderly Japanese feature set
  • Anatomical errors in the hands with merged fingers
  • The bicycle structure is physically impossible with a pedal extending from the rear frame
  • The subject is just leaning on the bike rather than repairing it

Seedream 5.0 Lite

  • + High degree of prompt adherence for the 'repairing' action
  • + Superior rendering of hands and fine details on the bicycle chain
  • + Effective motion blur on the passing vehicle in the background
  • The 'imperfect framing' requested resulted in a somewhat tight cropping of the bike
  • Slight lack of rain intensity compared to Model A

Verdict: Seedream 5.0 Lite is the clear winner as it successfully depicts the man actually repairing the bicycle's derailleur and chain, whereas Bria FIBO features a nonsensical bicycle structure with severe anatomical glitches in the hands. Seedream 5.0 Lite also followed the technical prompt instructions for motion blur and background context much more accurately.

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.”

Bria FIBO
Seedream 5.0 Lite

AI Judge Analysis

Bria FIBO

  • + Expertly detailed engraving on the plate armor.
  • + Complex hair braiding that includes the requested beads.
  • + Excellent facial textures with realistic dirt and faint scarring.
  • The bokeh sparks appear a bit like static or noise rather than glowing embers.
  • The lighting on the face feels a bit flat compared to the armor highlights.

Seedream 5.0 Lite

  • + Strong cinematic lighting with warm torchlight glows reflecting realistically.
  • + Lifelike eyes with highly descriptive orange-amber tones.
  • + Clean, high-quality textures on the leather straps and textile underlayer.
  • The scars look a bit like surface paint rather than physical tissue damage.
  • The armor engraving is slightly less intricate and detailed than Model A.

Verdict: Both models followed the prompt exceptionally well, but Seedream 5.0 Lite produces a more cinematic and cohesive portrait with superior lighting and eye detail. Bria FIBO excels in the fine textures of the metal engraving and skin, but the overall composition feels slightly less atmospheric.

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.”

Bria FIBO
Seedream 5.0 Lite

AI Judge Analysis

Bria FIBO

  • + Excellent use of vibrant secondary colors and geometric accents
  • + Dynamic, high-energy layout suitable for modern casual dining
  • + Includes all requested sections (Appetizers, Pizza, Mains) repeatedly to fill space
  • Text is entirely gibberish and poorly rendered
  • Food photos are overly abstract and less appetizing
  • Layout is chaotic and lacks logical flow for a real menu

Seedream 5.0 Lite

  • + Perfect text rendering with legible names and prices
  • + Food photography is realistic, high-quality, and matches the labels
  • + Clean, professional grid alignment that is ready for actual use
  • Design is a bit safe and less stylistically unique than the competitor
  • Typography could benefit from more weight variation

Verdict: Seedream 5.0 Lite is the clear winner as it produces a fully legible and functional menu with realistic food photography that directly matches the text. While Bria FIBO has a more artistic and colorful layout, its complete failure to render readable text or recognizable food makes it unusable for a design task.

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.”

Bria FIBO
Seedream 5.0 Lite

AI Judge Analysis

Bria FIBO

  • + Excellent photorealistic texture on the meat patty and fresh vegetables.
  • + Strong adherence to the fiery, glowing effect request for the main title.
  • + Dynamic composition that fills the frame effectively.
  • Missed the starburst element for the price.
  • Did not include the Euro symbol (€) before the price.
  • Text placement for 'Limited Time Only' is basic and lacks the requested fiery effect.

Seedream 5.0 Lite

  • + Perfect adherence to all prompt elements, including the starburst and Euro symbol.
  • + Better 'exploded' feel with clear suspension of sauce droplets and ingredients.
  • + Very clean typography with consistent glowing effects across all text elements.
  • The meat patty looks slightly less realistic compared to Model A.
  • The 'starburst' shape is a bit simple/geometric compared to the rest of the art style.

Verdict: While Bria FIBO captures more impressive food textures, Seedream 5.0 Lite followed the complex prompt instructions much more accurately, including the starburst and the specific currency symbol. Seedream 5.0 Lite also achieved a better sense of motion through the addition of suspended sauce droplets and a more organized exploded layout.

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.”

Bria FIBO
Seedream 5.0 Lite

AI Judge Analysis

Bria FIBO

  • + Excellent chalk texture and realistic handwriting style.
  • + High resolution with convincing smudges and board texture.
  • Failed significantly on text legibility and accuracy.
  • Did not include the full date requested.
  • Menu items are largely gibberish.

Seedream 5.0 Lite

  • + High degree of text accuracy for the specific prompt requirements.
  • + Captured most of the specific menu items and the exact date.
  • + Good layout and balance on the chalkboard.
  • Handwriting looks slightly more like a digital font than natural chalk.
  • Minor spelling errors like 'Heriss' and 'Beliter'.
  • Underlining is a bit repetitive compared to the prompt's request for elegant cursive variation.

Verdict: Seedream 5.0 Lite is the clear winner as it successfully rendered the complex text requested in the prompt, including the specific date and most menu items. Bria FIBO failed to produce legible text, resulting in gibberish, despite having a more realistic chalk aesthetic.

The Reversed Rodeo

Text-to-Image

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

Bria FIBO
Seedream 5.0 Lite

AI Judge Analysis

Bria FIBO

  • + Excellent digital art style with glowing neon reins and hooves.
  • + Strong cinematic lighting and high-contrast composition.
  • + Clear, detailed textures on the astronaut's suit and horse's mane.
  • Failed the negative constraint; the astronaut is riding the horse, not the horse on top of the astronaut.

Seedream 5.0 Lite

  • + Features a highly detailed, realistic spacesuit design.
  • + Dynamic galloping pose that suggests movement through space.
  • + Beautiful background nebula with a miniature Earth adds context.
  • Failed the negative constraint; the astronaut is riding the horse instead of the horse on top.
  • The horse's anatomy is slightly elongated in the hind legs.

Verdict: Both Bria FIBO and Seedream 5.0 Lite failed to follow the specific spatial logic of the prompt ('horse on top, not vice versa'), instead providing the common 'astronaut on horse' trope. Bria FIBO is visually more striking with its use of neon light and digital painting style, while Seedream 5.0 Lite offers a more realistic, photographic take on the subject.

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.”

Bria FIBO
Seedream 5.0 Lite

AI Judge Analysis

Bria FIBO

  • + Excellent adherence to the perspective, showing the interior clearly from a side-view.
  • + Highly realistic texture on the capybara's fur and the leather taxi seating.
  • + Strong dynamic lighting with the city lights reflecting on the taxi's surfaces.
  • The capybara's 'arms' look more like human-monkey hybrids than capybara limbs.
  • The rear-view mirror placement and seat geometry are slightly warped.

Seedream 5.0 Lite

  • + Accurately renders capybara front paws with correct claws gripping the steering wheel.
  • + Great attention to detail on the driver hat including taxi-specific branding.
  • + The human passenger's expression and hands are rendered with high anatomical accuracy.
  • The composition feels slightly more cluttered with the foreground dashboard blocking visibility.
  • The exterior lighting blur is less cinematic compared to the other model.

Verdict: Both models followed the prompt exceptionally well, capturing the surreal 'normalcy' of the scene. Bria FIBO offers a more artistic, cinematic interior with superior lighting, but Seedream 5.0 Lite wins on anatomical detail by correctly rendering the capybara's paws and providing a more realistic human character.

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.”

Bria FIBO
Seedream 5.0 Lite

AI Judge Analysis

Bria FIBO

  • + Features a high-quality, realistic glowing jack-o-lantern
  • + The layout feels like a cohesive cinematic poster
  • + Elegant typography for the main title
  • Significant spelling errors and hallucinated text at the bottom
  • The banner text 'night of nights' deviates from the prompt
  • Details at the bottom are virtually illegible

Seedream 5.0 Lite

  • + Excellent text rendering with no spelling mistakes in the date, time, or location
  • + Adheres perfectly to the banner text request
  • + Strong vintage parchment aesthetic with a clear thorn and web border
  • The font for the bottom details is basic and less integrated into the art style
  • The spider webs on the left feel somewhat repetitive or stamped on

Verdict: While Bria FIBO produces a very attractive central image and atmosphere, it fails significantly on the specific text requirements, resulting in gibberish and incorrect dates. Seedream 5.0 Lite successfully captures every specific text element with zero spelling errors and follows the layout instructions perfectly.

Bald man challenge

Image Editing
Edit instruction

“Give the person a full, thick head of natural hair with realistic texture, density, and a natural hairline. Preserve facial features and lighting.”

Before After
Bria FIBO
Before After
Seedream 5.0 Lite

AI Judge Analysis

Bria FIBO

  • + Successfully added thick hair with good volume
  • + High visual quality and clear details in the hair
  • Completely changed the person's identity and facial features
  • Significantly altered the background landscape and clothing
  • Failed to preserve the source image's basic structure

Seedream 5.0 Lite

  • + Excellent source preservation, keeping the person and background almost identical
  • + Natural hairline integration with the existing facial features
  • + Realistic texture and density that matches the beard
  • Lower hair volume compared to model_a
  • Slightly less definition in individual hair strands

Verdict: Seedream 5.0 Lite is the clear winner as it performed an actual image edit, adding a realistic head of hair while preserving the person's face, clothing, and background. Bria FIBO failed the editing task by generating an entirely new person and environment that only vaguely resembles the source image.

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.”

Bria FIBO
Seedream 5.0 Lite

AI Judge Analysis

Bria FIBO

  • + Excellent high-clarity textures that look realistic while maintaining a 3D cartoon aesthetic.
  • + Followed all text and icon instructions with great precision and composition.
  • + Sophisticated lighting and material rendering on the sushi and base.
  • Includes some unwanted UI-like watermark text in the bottom corners.
  • The dioramas base has slightly sharper edges than a typical soft-styled miniature.

Seedream 5.0 Lite

  • + Perfectly captures the 'miniature 3D cartoon' style with soft, rounded corners on the base.
  • + Clean, minimalist composition that fits the 'square format' requirement well.
  • + Excellent text rendering and placement of the Japan flag icon.
  • The textures are a bit too simple compared to the 'realistic PBR' request.
  • The sushi models look slightly more generic and less detailed than Image A.

Verdict: Both models followed the prompt exceptionally well, capturing the isometric diorama style and the specific text/icon requirements. Bria FIBO is the edge-case winner for its superior texture work and PBR material rendering, which makes the sushi look more appetizing and high-quality, though Seedream 5.0 Lite arguably nailed the 'soft miniature' aesthetic slightly better with its rounded base.

Over-the-top cartoon caricature

Editing
Edit instruction

“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.”

Source
Bria FIBO
Seedream 5.0 Lite

AI Judge Analysis

Bria FIBO

  • + Strongly leans into the 'caricature' style with exaggerated features and high energy.
  • + Includes a variety of profession-specific details like studio lights, microphones, and monitors.
  • Completely fails to include anything relating to hockey.
  • The face bears very little resemblance to the subject in the source photo.

Seedream 5.0 Lite

  • + Successfully incorporates all requested elements: news anchor desk, a dog, and hockey equipment (stick and puck).
  • + Does a much better job of preserving the subject's likeliness and hair color from the source image.
  • The style is more of a clean vector illustration or avatar than a traditional 'exaggerated and humorous' caricature.
  • Minor anatomical issues with the hand holding the hockey stick.

Verdict: Seedream 5.0 Lite is the winner because it followed all parts of the instruction, including the request for hockey elements which Bria FIBO completely ignored. While Bria FIBO captured the 'caricature' art style more effectively, Seedream 5.0 Lite provided a much better likeness of the person and a more complete thematic composition.

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.”

Bria FIBO
Seedream 5.0 Lite

AI Judge Analysis

Bria FIBO

  • + Excellent depiction of a lush, dense wildflower meadow
  • + Captures the requested god rays coming through the foliage
  • + Accurately represents all four specific animal species
  • The fox is floating in the air without clear physical logic
  • The style leans more toward a digital illustration than the requested photorealism
  • The butterfly sizing and placement feel somewhat unnatural

Seedream 5.0 Lite

  • + Successfully creates a 'tumbling' and 'playful' interaction between the characters
  • + Beautiful rendering of dew sparkles on the grass
  • + Captures a very wholesome, soft-focus aesthetic that fits the mood
  • The fox kit has stylized, almost cartoonish features rather than photorealistic ones
  • The kitten's paws are somewhat distorted or lack detail
  • Lighting on the animals doesn't perfectly match the strong background sun

Verdict: Both models successfully included all requested animals and environmental elements. Bria FIBO has a more vibrant, saturated environment with a better sense of depth in the flowers, but Seedream 5.0 Lite captures the 'tumbling' and 'wholesome' vibe much better through superior character interaction and better execution of the dew sparkles.

Studio Ghibli Anime Style

Editing
Edit instruction

“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”

Source
Bria FIBO
Seedream 5.0 Lite

AI Judge Analysis

Bria FIBO

  • + Excellent application of soft pastel colors and dreamy, hand-painted lighting.
  • + High artistic quality that perfectly captures the requested warm and nostalgic atmosphere.
  • Significantly alters the source image composition and the specific 'distracted boyfriend' meme poses.
  • The man is facing forward rather than looking back, losing the original narrative.

Seedream 5.0 Lite

  • + Perfect preservation of the source image's composition and iconic poses.
  • + Captures the character design style of Studio Ghibli films exceptionally well.
  • Background remains a bit too photo-realistic compared to the characters.
  • Less emphasis on 'pastel colors' compared to Model A.

Verdict: Seedream 4.0 Lite is the winner because it successfully transforms the image into a Ghibli illustration while perfectly preserving the iconic 'distracted boyfriend' poses and composition. Bria FIBO creates a beautiful piece of art with better lighting, but it completely changes the orientation of the characters, failing to keep the core structure of the source image.

Golden Hour Stroll

Image Editing
Edit instruction

“Add dynamic motion to this photo: make hair blow in the wind, add leaves flying, energetic and lively feel.”

Before After
Bria FIBO
Before After
Seedream 5.0 Lite

AI Judge Analysis

Bria FIBO

  • + Successfully captured a high sense of energy and motion by changing the poses to a trot.
  • + The hair dynamics and autumn leaves fit the energetic theme well.
  • Poor source preservation as it completely regenerates the subjects and background environment.
  • Low facial detail and significant artifacts in the dog's leash and anatomy.

Seedream 5.0 Lite

  • + Excellent source preservation, keeping the original subjects and background identical.
  • + Accurately adds the requested elements (blowing hair and leaves) as an overlay edit.
  • The added leaves look like a static 2D overlay and lack realistic motion blur.
  • The hair edit is somewhat subtle compared to the 'dynamic' request.

Verdict: Seedream 5.0 Lite is the clear winner for this specific task because it actually performs an edit on the source image, whereas Bria FIBO performs a full regeneration that loses the likeness of the original subjects. While Bria FIBO captures the 'energy' better through posing, Seedream 5.0 Lite is the only one that satisfies the requirement of an image editing model by preserving the source.

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.”

Bria FIBO
Seedream 5.0 Lite

AI Judge Analysis

Bria FIBO

  • + Elegant line work and banner design.
  • + Good implementation of steam inside the cloche.
  • Significant spelling errors in both the restaurant name and the date.
  • Cloche handle is floating and disconnected from the dome.

Seedream 5.0 Lite

  • + Perfect text rendering for all requested strings including the specific date.
  • + Strong adherence to the minimalist, vector emblem style.
  • + Excellent use of warm brown and cream tones with a subtle paper texture.
  • The steam icon is a bit generic compared to the rest of the logo.

Verdict: Seedream 5.0 Lite is the clear winner as it followed all textual instructions perfectly, including the specific name and establishment date. Bria FIBO failed significantly on text accuracy, misspelling 'Florian' as 'Froaian' and changing the year from 1720 to 1320.

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.”

Bria FIBO
Seedream 5.0 Lite

AI Judge Analysis

Bria FIBO

  • + Captures a sophisticated infographic layout with interconnected elements.
  • + Strong adherence to the requested NASA-inspired color palette.
  • + Includes creative extra details like crew silhouettes and a trajectory arch.
  • Text is completely illegible gibberish.
  • The order of operations is visually confusing and does not clearly follow the 1-6 step sequence.

Seedream 5.0 Lite

  • + Excellent adherence to the requested 6-step structure with clear labels.
  • + Incredibly high text legibility, correctly spelling names and technical terms.
  • + Clean, consistent iconography that perfectly matches the requested flat-vector style.
  • The composition is a bit more rigid and grid-like compared to Model A's fluid design.
  • The Saturn V rocket icon is slightly more generic than the more detailed version in Model A.

Verdict: Seedream 5.0 Lite is the clear winner because it perfectly follows the requested 6-step structure and delivers legible, accurate text, which is crucial for an infographic. While Bria FIBO has a more aesthetically complex layout, its failure to produce readable text and a logical flow of information makes it less effective as an educational poster.

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