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Bria FIBO Bria Seedream 4.0 ByteDance

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

Bria FIBO

16.9 arena score

#55 of 62 in Text-to-Image

Skill signature · Text-to-Image

Seedream 4.0

24.7 arena score

#15 of 62 in Text-to-Image

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Where the votes landed

Bria FIBO

0%

win rate

Ties

0%

Seedream 4.0

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 4.0

AI Judge Analysis

Bria FIBO

  • + Excellent refraction and caustic lighting effects on the table
  • + High-quality texture on the wooden surface and plant leaves
  • + Accurate fulfillment of the lighting direction
  • The plant appears to be growing inside the cube rather than behind it
  • The blue sphere is floating without a clear reason, defying gravity

Seedream 4.0

  • + Correct spatial placement of the plant behind the cube
  • + Realistic reflection of the blue sphere on the base of the cube
  • + Clean, minimalist composition
  • The glass cube is rectangular rather than a perfect cube
  • The lighting on the table looks somewhat artificial compared to the cube's shadows

Verdict: Both models followed the prompt instructions well. Bria FIBO produced a more visually stunning image with superior textures and lighting, though it struggled with the spatial logic of the plant. Seedream 4.0 correctly placed the plant behind the glass and captured realistic reflections, but the main object is not a cube. Bria FIBO is preferred for its higher artistic quality and rendering depth.

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 4.0

AI Judge Analysis

Bria FIBO

  • + Strong bokeh and cinematic lighting
  • + Solid vibrant color on the bicycle
  • + Good skin texture on the man's face
  • Anatomical errors in the hands with extra/fused fingers
  • The man is not actually repairing the bike, just standing over it
  • Nonsensical bicycle geometry with a pedal coming out of the front down tube

Seedream 4.0

  • + Excellent adherence to the 'repairing' action with tools on the ground
  • + Realistic motion blur on the passing vehicle
  • + Authentic Japanese street atmosphere and styling
  • Significant distortion in the bicycle spokes
  • Relatively low resolution/blurriness on the man's facial details
  • The puddle reflection does not perfectly match the bike frame

Verdict: Seedream 4.0 follows the narrative spirit of the prompt much more effectively, depicting a man actually engaged in a repair task with tools visible, and capturing the specific 'motion blur' request accurately. Bria FIBO creates a more cinematic lighting effect but suffers from severe anatomical issues in the hands and nonsensical bicycle components that break the realism requested.

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 4.0

AI Judge Analysis

Bria FIBO

  • + Excellent intricate engraving on the plate armor
  • + Subtle and realistic treatment of facial scars and dirt
  • + Clear representation of cloth underlayers that follow the prompt
  • Lighting feels slightly artificial and studio-like rather than dynamic torchlight
  • The beads in the hair are very uniform and less detailed

Seedream 4.0

  • + Atmospheric and warm torchlight with high-quality bokeh sparks
  • + Hair braiding and beads are very detailed and prominent
  • + Stronger 'battle-worn' aesthetic with more visible grime and wear on the metal
  • The leather straps show some slight structural incoherence where they meet the metal
  • The engraving on the armor is less crisp compared to Model A

Verdict: Both models followed the prompt exceptionally well. Bria FIBO captures the technical details of the armor engravings and fabric textures with more precision, while Seedream 4.0 excels in atmospheric storytelling through superior lighting, bokeh effects, and a more rugged, battle-worn appearance. Seedream 4.0 is the likely winner for its more cinematic and believable interpretation of a paladin by a fire.

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 4.0

AI Judge Analysis

Bria FIBO

  • + Excellent typography rendering with readable header text.
  • + Sophisticated layout that mimics a real professional menu structure.
  • + Comprehensive inclusion of all requested sections and vibrant accents.
  • Nonsense filler text for the specific menu items.
  • Food photos appearing slightly distorted or over-saturated.

Seedream 4.0

  • + Higher quality, realistic food photography.
  • + Bold, clear sans-serif font for headers.
  • Incomplete layout that lacks actual menu items or prices.
  • Poor grid organization with awkward whitespace.
  • Fails to create a 'professional menu' feel, looking more like a collage.

Verdict: Bria FIBO successfully interprets the prompt as a graphic design task, providing a clean, multi-column layout with sections, prices, and vibrant accents that feel like a real menu. Seedream 4.0 provides better individual food photos but fails to create a professional menu structure, resulting in a disconnected grid with no item details. Bria FIBO is preferred for its superior composition and professional design aesthetic.

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 4.0

AI Judge Analysis

Bria FIBO

  • + Excellent photorealistic texture on the burger patties and fresh ingredients
  • + Perfect adherence to the 'exploded' layout requested
  • + Clear and vibrant fiery text effects
  • Missed the Euro currency symbol in the price tag
  • The 'starburst' for the price is a bit abstract rather than a defined graphic

Seedream 4.0

  • + Strong sense of motion with swirling light trails around the burger
  • + Accurately included the Euro symbol in the price starburst
  • + Very creative fiery typography
  • Incorrectly rendered the price as 5.99 instead of 6.99
  • The burger is split into two halves rather than a fully exploded single stack of components
  • Lower clarity in the food textures compared to the competitor

Verdict: Bria FIBO produces a much more appetizing and high-quality food image with superior textures and a better exploded-view composition. While Seedream 4.0 captures the motion blur and price starburst graphic better, it fails on the requested price value and lacks the crispness needed for a food advertisement.

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 4.0

AI Judge Analysis

Bria FIBO

  • + Natural chalk texture on the lettering.
  • + Center-focused composition suitable for a sign.
  • Significant spelling errors throughout the menu items.
  • Incorrect date (April 3 instead of April 30).
  • Text becomes illegible towards the bottom.

Seedream 4.0

  • + Excellent prompt adherence with near-perfect spelling of complex items.
  • + Highly realistic chalk smudges and dusty texture on the board.
  • + Beautiful cursive header that matches the requested date.
  • The board is slightly angled rather than being a direct flat shot, though this adds to the realism.

Verdict: Seedream 4.0 significantly outperformed Bria FIBO by accurately rendering all requested text, including the specific date and the complex menu items, while maintaining a consistent and attractive chalk style. Bria FIBO struggled with basic spelling and legibility, failing to complete the menu items correctly.

The Reversed Rodeo

Text-to-Image

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

Bria FIBO
Seedream 4.0

AI Judge Analysis

Bria FIBO

  • + Excellent adherence to the 'surreal' aesthetic with glowing hooves and neon reins.
  • + Clean, sharp rendering with high contrast and digital clarity.
  • + Well-balanced composition with consistent lighting across the subject.
  • The anatomy of the horse's rear right leg is slightly awkward.
  • Overall look is more like digital art than a cinematic photograph.

Seedream 4.0

  • + Strong cinematic lighting with a more photographic texture.
  • + Dynamic, high-energy pose of the horse.
  • + Detailed reflections of stars and galaxies on the astronaut's visor.
  • Failed the negative constraint; the astronaut is riding the horse, which contradicts 'horse on top, not vice versa'.
  • The left leg of the astronaut merges unnaturally into the horse's body.
  • Anatomical issues with the horse's front raised legs.

Verdict: Both models failed the complex spatial constraint of placing the 'horse on top' of the astronaut, instead defaulting to the common trope of an astronaut riding a horse. However, Bria FIBO is preferred as it better captures the 'surreal' aspect of the prompt and maintains cleaner overall image coherence, whereas Seedream 4.0 has significant anatomical merging issues between the rider and the animal.

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 4.0

AI Judge Analysis

Bria FIBO

  • + Excellent interior detail with realistic taxi dashboard and accessories
  • + High-quality fur texture and lighting on the capybara
  • + Stronger sense of 'New York night' with the rainy lights and city depth
  • The capybara's hands look more like monkey or human hands than capybara paws
  • The perspective of the steering wheel is slightly warped

Seedream 4.0

  • + More natural 'bored' expression on the businesswoman
  • + The capybara's paws are rendered more realistically to the species
  • + Better framing that feels like a candid side-view photo
  • The text on the hat is garbled/nonsensical
  • The passenger's face is slightly out of focus compared to the rest of the scene

Verdict: Bria FIBO captures the prompt with more cinematic lighting and impressive interior detail, though the capybara's hands are anatomically strange. Seedream 4.0 provides a more grounded, realistic composition with better adherence to the passenger's requested 'bored' expression. Seedream 4.0 is the winner for its more believable paw structure and consistent realistic aesthetic.

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 4.0

AI Judge Analysis

Bria FIBO

  • + Excellent typography for the main title and banner text.
  • + Very clean, balanced composition with a professional layout.
  • + Includes atmospheric spiderweb details that cover the corners effectively.
  • The event details at the bottom are largely nonsensical gibberish and incorrect numbers.
  • The banner text says 'night of nights' instead of the requested 'night of frights'.

Seedream 4.0

  • + Perfect adherence to the provided event details including date, time, and location.
  • + Dynamic use of the thorn border and torn parchment effects for a 'vintage' look.
  • + Captured the requested text on the banner accurately.
  • The main title text is slightly less clean and professional-looking than Model A.
  • The background tree on the right is a bit muddy in detail.

Verdict: While Bria FIBO has superior graphic design aesthetics and cleaner title text, it fails significantly on the specific event details, generating nonsensical text for the date and location. Seedream 4.0 successfully renders all the specific text requested, including the exact date and location, while maintaining a strong gothic atmosphere and cinematic lighting.

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 4.0

AI Judge Analysis

Bria FIBO

  • + Natural-looking hair flow and texture.
  • + Consistent color between the hair and beard.
  • Completely changed the person's identity and facial features.
  • Altered the background and clothing details significantly.
  • Failed the image editing requirement to preserve the source image.

Seedream 4.0

  • + Excellent preservation of the original person's face, glasses, and expression.
  • + Successfully maintained the original background, clothing, and lighting.
  • + Followed the editing instruction to only add hair while keeping other elements intact.
  • The added hair has a slightly uniform, 'helmet-like' texture.
  • The transition between the forehead and the hairline is a bit soft.

Verdict: Bria FIBO failed the image editing task by generating an entirely new image that only vaguely resembles the original composition. In contrast, Seedream 4.0 successfully followed the instructions, adding a full head of hair while perfectly preserving the identity of the person and the details of the environment.

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 4.0

AI Judge Analysis

Bria FIBO

  • + Excellent text rendering and alignment for both 'JAPAN' and 'SUSHI'.
  • + Sophisticated 3D materials with realistic subsurface scattering on the fish and ginger.
  • + Strong adherence to the 'raised diorama base' with a modern architectural feel.
  • Includes some irrelevant watermark-like artifacts and UI elements at the bottom corners.
  • The wasabi dollops are slightly cluttered around the base of the platform.

Seedream 4.0

  • + Perfectly captures the miniature 3D cartoon aesthetic with soft, rounded textures.
  • + Very clean composition without any UI artifacts or watermarks.
  • + Accurate sushi types (nigiri, maki, gunkan) that fit the diorama style well.
  • The word 'SUSHI' is slightly off-center and not as bold as requested.
  • The Japanese flag icon includes an unnecessary black border compared to Model A.

Verdict: Bria FIBO provides a more technically impressive 3D render with superior text rendering and material properties, though it is marred by strange UI artifacts at the bottom. Seedream 4.0 delivers a cleaner, more charming 'cartoon' miniature that feels more cohesive as a single illustration. Seedream 4.0 is the overall winner for providing a highly accurate, artifact-free image that adheres to the spirit of the prompt.

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 4.0

AI Judge Analysis

Bria FIBO

  • + Strongly captures the 'exaggerated and humorous' caricature style.
  • + Successfully incorporates news anchor and dog elements.
  • + High level of detail and artistic flair.
  • Misses the 'hockey' requirement entirely.
  • Loses the resemblance to the woman in the source image.
  • Suffers from severe anatomical and logical artifacts, particularly with the extra hands/fingers and the dog sharing the torso.

Seedream 4.0

  • + High source preservation, keeping the subject's face recognizable within a bobblehead-style caricature.
  • + Includes all three requested elements: tv anchor (desk/mic), dog, and hockey (stick/jersey).
  • + Maintains an aesthetic consistency with the source image background.
  • The 'hockey' element is somewhat cut off at the bottom of the frame.
  • The hand holding the phone is poorly rendered with blended fingers.
  • The caricature style is less 'exaggerated' compared to traditional caricature art.

Verdict: Seedream 4.0 is the winner because it successfully incorporated all parts of the prompt, including the hockey requirement which Bria FIBO missed. Seedream 4.0 also did a much better job of preserving the subject's likeness while applying the requested caricature effect and minimizing the chaotic visual artifacts present in Bria FIBO's output.

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 4.0

AI Judge Analysis

Bria FIBO

  • + Excellent color saturation and vibrant flower details
  • + Very clear and distinct rendering of all four requested animal species
  • + Good adherence to the sunrise lighting and butterfly presence
  • The fox is larger and more adult-proportioned than a 'kit'
  • The composition feels a bit more static and staged compared to the second image
  • Lacks the atmospheric dew sparkles requested in the prompt

Seedream 4.0

  • + Better captures the 'god rays' and 'dew sparkles' requested in the prompt
  • + More natural and dynamic interaction between the animals
  • + Achieves a more realistic photographic depth of field
  • The fox kit has a slightly distorted facial structure
  • Dew sparkles appear more like floating particles or rain in some areas

Verdict: Seedream 4.0 creates a much more atmospheric and wholesome scene that perfectly captures the 'god rays' and playful tumbling movement requested. While Bria FIBO has excellent clarity and vibrant colors, its composition is more static and fails to incorporate the specific textural elements like dew sparkles as effectively as Seedream 4.0.

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 4.0

AI Judge Analysis

Bria FIBO

  • + Successfully captures a dreamy, nostalgic lighting and color palette.
  • + Excellent translation of the environment into a detailed, flower-filled hand-painted street.
  • Fails to preserve the signature 'distracted' pose, with the man looking forward rather than over his shoulder.
  • The character design is more generic modern anime than the specific Ghibli aesthetic.

Seedream 4.0

  • + Perfectly captures the Studio Ghibli character design style (e.g., Only Yesterday or The Wind Rises).
  • + Preserves the exact poses, expressions, and composition of the original 'Distracted Boyfriend' meme.
  • + Uses a beautiful watercolor texture that fits the hand-painted request.
  • The background is very minimalist and loses the architectural detail of the original urban setting.

Verdict: Seedream 4.0 is the clear winner as it successfully applies the requested Studio Ghibli art style while maintaining the iconic structure and poses of the source image. Bria FIBO changes the composition too much, making the man look toward the girl in red rather than glancing back while walking with his partner, which loses the core identity of the 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 4.0

AI Judge Analysis

Bria FIBO

  • + Excellent depiction of energetic movement with hair blowing significantly.
  • + Added a large volume of falling leaves that effectively captures the requested lively feel.
  • Poor source preservation; the model, the dog, and the background have been completely regenerated with different features.
  • Noticeable anatomy issues on the girl's right hand.

Seedream 4.0

  • + Excellent source preservation, maintaining the original person, dog, and background almost perfectly.
  • + Subtle but effective hair movement that matches the wind direction of the leaves.
  • The 'energetic and lively' feel is more subdued compared to the other model's output.
  • The added sun flare effect was not requested and slightly washes out the top right corner.

Verdict: Bria FIBO captures the 'dynamic' and 'energetic' part of the prompt much more effectively through dramatic hair and leaf placement, but it fails the 'edit' criteria by completely regenerating the scene. Seedream 4.0 is much more successful as an image editing tool, as it flawlessly preserves the original subjects while accurately adding the requested wind and leaf effects. Seedream 4.0 is the winner for following the instruction to edit the provided photo rather than replacing it.

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 4.0

AI Judge Analysis

Bria FIBO

  • + Clean vector-style graphic
  • + Good adherence to the requested color palette
  • Major spelling errors in the main text ('Caffé Froaian')
  • Incorrect date in the banner ('1320' instead of '1720')
  • Glitchy rendering on the steam lines

Seedream 4.0

  • + Perfect spelling of both name and date
  • + Excellent vintage texture on the illustration and background
  • + Well-composed emblem layout that feels authentic
  • The steam lines are slightly simplistic compared to the rest of the illustration

Verdict: Seedream 4.0 followed every instruction perfectly, including the specific name and date, and delivered a high-quality vintage aesthetic. Bria FIBO failed significantly on text accuracy and the specific date requested, resulting in a less professional logo.

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 4.0

AI Judge Analysis

Bria FIBO

  • + Excellent aesthetic adherence to the modern vector infographic style.
  • + Sophisticated layout with high visual appeal and consistent iconography.
  • + Captures the NASA-inspired color palette perfectly.
  • Text is entirely illegible gibberish.
  • The logical flow of the steps is confusing and doesn't follow a clear 1-6 numerical sequence.

Seedream 4.0

  • + Successfully follows the sequential 1-6 structure requested in the prompt.
  • + Contains legible and accurate English text for the steps and astronaut names.
  • + Clearly illustrates specific elements like the trajectory arc and lunar module.
  • The composition is somewhat cluttered with inconsistent scaling.
  • The 'Landing 6' text and the lunar surface background are less 'clean' than Model A's design.
  • Minor spelling error in 'Surfce'.

Verdict: While Bria FIBO produces a much more professional-looking graphic design, it fails completely on legibility and logical structure. Seedream 4.0 captures the specific step-by-step instructions and yields readable, accurate text, making it a more functional infographic despite the slightly lower-quality vector art.

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