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FLUX1.1 [pro] Black Forest Labs Seedream 4.5 ByteDance

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

FLUX1.1 [pro]

18.4 arena score

#50 of 62 in Text-to-Image

Skill signature · Text-to-Image

Seedream 4.5

26.1 arena score

#9 of 62 in Text-to-Image

Vote tally

Where the votes landed

FLUX1.1 [pro]

0.0%

win rate

Ties

0.0%

Seedream 4.5

100.0%

win rate

0.0% 0.0% ties 100.0%
Shared challenges 13

Challenge by challenge

The strongest take from each model on every shared challenge, with the AI judge's read.

Geometric Composition

Text-to-Image

“A glass cube on a wooden table. Inside the cube is a small blue sphere. On top of the cube sits a red book. A green plant is behind the cube, partially visible through the glass. Soft window light from the left.”

FLUX1.1 [pro]
Seedream 4.5

AI Judge Analysis

FLUX1.1 [pro]

  • + Excellent photographic clarity and texture on the book and table.
  • + The glass has realistic refraction and internal reflections.
  • The glass container is a tall rectangle or prism rather than a cube.
  • The blue sphere is levitating rather than resting on the base.

Seedream 4.5

  • + Perfect adherence to the geometry, showing an actual cube.
  • + Excellent lighting and shadow work that aligns with the window light source.
  • The red book lacks the fine fabric-like texture seen in the other model.
  • The background plant is slightly more obscured.

Verdict: While FLUX1.1 [pro] has slightly higher textural detail, Seedream 4.5 followed the prompt's geometric requirements much more accurately by providing a true cube. Seedream 4.5 also handled the physics and lighting more naturally, whereas FLUX1.1 [pro] featured a levitating sphere and a rectangular shape.

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.”

FLUX1.1 [pro]
Seedream 4.5

AI Judge Analysis

FLUX1.1 [pro]

  • + Excellent wet pavement reflections and bokeh
  • + Accurate 50mm lens perspective and depth of field
  • + Realistic skin texture and age-appropriate lighting
  • Major anatomical and structural failure with the bicycle and man's legs
  • Lack of visible passing cars or significant motion blur

Seedream 4.5

  • + Successfully captures both the act of repairing and the requested motion blur
  • + Highly realistic textures on the raincoat and hands
  • + Imperfect framing gives it a genuine candid street photo feel
  • The white car in the background is slightly disjointed from the environment
  • The bicycle handlebar in the top right is cut off awkwardly

Verdict: Seedream 4.5 is the clear winner as it successfully integrates all prompt elements, including the difficult combination of a repair action and motion blur from passing cars. While FLUX1.1 [pro] has beautiful lighting, the catastrophic failures in the bicycle's geometry and the subject's anatomy make it a poor output compared to the high-quality realism of Seedream 4.5.

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.”

FLUX1.1 [pro]
Seedream 4.5

AI Judge Analysis

FLUX1.1 [pro]

  • + Intense, lifelike expression with highly detailed eyes
  • + Effective bokeh and ember effects distributed throughout the frame
  • + Exceptional skin texture Detail
  • Braided hair with beads is less prominent and harder to distinguish
  • The armor engraving is slightly muddied compared to the competitor

Seedream 4.5

  • + Perfect adherence to the prompt regarding braided hair with beads
  • + Exquisite detail on the ornate engraved plate armor and leather straps
  • + Better representation of warm torchlight reflecting off the metal
  • The sparks/bokeh appear a bit more generic in the background
  • The skin texture across the forehead is slightly smoother and less weathered than the face

Verdict: While FLUX1.1 [pro] captures a more intense and gritty facial expression, Seedream 4.5 is the overall winner for its superior prompt adherence. Seedream 4.5 clearly depicts the requested braided hair with beads, the intricate engravings on the armor, and the leather strap textures, whereas FLUX1.1 [pro] overlooks these specific decorative details in favor of a tighter close-up.

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.”

FLUX1.1 [pro]
Seedream 4.5

AI Judge Analysis

FLUX1.1 [pro]

  • + Excellent presentation for a casual dining layout with a mockup feel
  • + Includes a grid of various food photos that look appetizing and realistic
  • + Captures the professional, multi-page feel of a real restaurant menu
  • Text consists of nonsensical characters and distorted fonts
  • Includes some unnecessary artifacts/small icons that clutter the layout
  • The food grid is slightly cramped at the bottom

Seedream 4.5

  • + Very clean, minimalist aesthetic with clear sans-serif headings
  • + Excellent text legibility and alignment for main category titles
  • + Vibrant color accents used effectively around the photo borders
  • The placeholder text under categories is repetitive and nonsensical
  • The layout is very basic and lacks the 'grid' variety requested in the prompt
  • Only shows three specific items rather than a full menu layout

Verdict: FLUX1.1 [pro] better captures the complexity of a 'professional layout' and a 'grid' of photos, presenting a complete menu design that feels like a real product. However, Seedream 4.5 offers superior text clarity and a cleaner, more modern minimalist aesthetic, even though it follows fewer of the structural prompt instructions.

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.”

FLUX1.1 [pro]
Seedream 4.5

AI Judge Analysis

FLUX1.1 [pro]

  • + Excellent photorealistic texture on the burger bun and patties
  • + Clean typography with neon and minimalist styles
  • + Crisp resolution and clear focus on the subject
  • Failed the 'exploded burger' requirement as the main burger is mostly assembled
  • Missing the starburst for the price
  • Text effect is more neon than the requested fiery/glowing effect

Seedream 4.5

  • + Followed all prompt instructions including the exploded composition and fiery text
  • + Accurately rendered the price in a glowing starburst
  • + Stronger sense of motion with blurred floating vegetable slices
  • The main burger assembly looks a bit messy/tilted compared to standard food photography
  • Lower resolution or slight softness on the fine details of the bottom bun

Verdict: Seedream 4.5 adhered much better to the specific layout requirements, including the 'exploded' assembly, the fiery text effects, and the starburst price tag. While FLUX1.1 [pro] produced a higher quality standalone food photograph, it failed to deliver most of the requested graphic design elements and composition.

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.”

FLUX1.1 [pro]
Seedream 4.5

AI Judge Analysis

FLUX1.1 [pro]

  • + Features a very clean and attractive café background with warm lighting.
  • + The handwriting has a nice flow and is legible in most areas.
  • Serious failures in text adherence, including 'Chipkies' and repeating Grilled Octopus twice.
  • Text rendering looks like a digital font overlay rather than realistic chalk texture.
  • Includes nonsensical pricing like '$228' and typos like 'giluten'.

Seedream 4.5

  • + Excellent adherence to the full prompt text including the third menu item 'Brown Butter Chocolate Chip Cookies'.
  • + Superior chalk-board texture with realistic dust smudges and textured handwriting strokes.
  • + Perfectly captures the 'handwritten' aesthetic without looking like a digital font.
  • Slightly repetitive layout where first menu item name and price are stacked redundantlly.

Verdict: Seedream 4.5 is the clear winner as it accurately rendered almost all the requested text with a convincing chalk texture and handwriting style. FLUX1.1 [pro] struggled significantly with prompt adherence, hallucinating bizarre spellings like 'Chipkies' and repeating items while using a font that looked too much like a digital asset rather than chalk on a board.

The Reversed Rodeo

Text-to-Image

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

FLUX1.1 [pro]
Seedream 4.5

AI Judge Analysis

FLUX1.1 [pro]

  • + Exceptional level of cinematic detail and texture.
  • + Dynamic, dramatic composition with a sense of scale.
  • + High realism in both the spacesuit and horse's anatomy.
  • Failed the negative constraint entirely by placing the astronaut on top of the horse.
  • The environment looks more like a high-altitude planet surface than outer space.

Seedream 4.5

  • + Vibrant, cosmic color palette that fits the 'space' prompt.
  • + Good lighting on the astronaut's visor gold leafing.
  • + Smooth, clean digital art style.
  • Failed the negative constraint entirely by placing the astronaut on top of the horse.
  • Anatomical issues with the horse's legs appearing disjointed.
  • The reigns being held by the astronaut are physically incoherent with the horse's head position.

Verdict: Both FLUX1.1 [pro] and Seedream 4.5 failed the specific negative constraint to have the 'horse on top' of the astronaut, providing a standard 'astronaut riding a horse' image instead. FLUX1.1 [pro] is significantly better in terms of visual quality, offering cinematic realism and intricate detail, whereas Seedream 4.5 exhibits some anatomical and spatial incoherence.

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.”

FLUX1.1 [pro]
Seedream 4.5

AI Judge Analysis

FLUX1.1 [pro]

  • + Excellent high-contrast cinematic lighting.
  • + Strong texture detail in the capybara fur and jacket fabric.
  • + The businesswoman's outfit and scarf fit the professional description.
  • The capybara is not driving; it is sitting in the passenger seat.
  • The woman is sitting in the front passenger seat instead of the back seat.
  • The capybara's paws are not on a steering wheel.

Seedream 4.5

  • + Perfect adherence to the specified composition with the capybara driving and woman in the back seat.
  • + Accurately depicts both paws on the steering wheel as requested.
  • + The woman's 'bored' expression perfectly matches the prompt.
  • The lighting is a bit flat compared to Model A.
  • Some slight distortion in the businesswoman's finger holding the phone.

Verdict: While FLUX1.1 [pro] produced a more cinematically beautiful image with superior textures, it completely failed to follow the spatial instructions, placing both characters in the front seats with no steering wheel in sight. Seedream 4.5 followed every detail of the prompt perfectly, placing the capybara correctly behind the wheel and the woman in the back seat with the literal 'bored' expression requested.

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.”

FLUX1.1 [pro]
Seedream 4.5

AI Judge Analysis

FLUX1.1 [pro]

  • + Strong composition with a thorny border that creates a clear frame.
  • + Captures the parchment aesthetic well with an aged, deckled edge.
  • + Excellent atmospheric lighting on the jack-o-lantern and trees.
  • Significant text errors including redundant 'Party Party' lines and typos like 'You inivted'.
  • Failed to provide the requested square format, opting for a vertical orientation.

Seedream 4.5

  • + Flawless text rendering with perfect spelling and placement on the banner.
  • + Adheres to the square format requested in the prompt.
  • + High visual clarity and realistic textures on the pumpkin and thorny vines.
  • The parchment/poster texture is less pronounced than requested.
  • Composition is slightly more generic compared to the framed look of the competitor.

Verdict: While FLUX1.1 [pro] captures the 'vintage parchment' aesthetic more effectively, it fails significantly on text accuracy and the requested aspect ratio. Seedream 4.5 delivers a polished, square-format invitation with perfectly rendered text and high-quality cinematic lighting, making it the more functional choice for a real invitation.

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.”

FLUX1.1 [pro]
Seedream 4.5

AI Judge Analysis

FLUX1.1 [pro]

  • + Excellent soft, refined cartoon textures consistent with the '3D cartoon' prompt.
  • + Clean, professional typography that fits the aesthetic.
  • + High-quality rendering with smooth lighting and minimal noise.
  • Failed to include the requested flag icon.
  • The 'sushi' text is a bit small compared to the 'JAPAN' text.

Seedream 4.5

  • + Included the requested flag icon next to the text.
  • + Good adherence to the isometric diorama base requirement.
  • + Accurate text rendering for both 'JAPAN' and 'SUSHI'.
  • Texture quality is slightly grainy, particularly on the wooden base.
  • The lighting is a bit harsh compared to the 'gentle lighting' request.
  • The sushi models look a bit more generic compared to the stylized charm of Model A.

Verdict: FLUX1.1 [pro] produced a more visually appealing 3D cartoon aesthetic with superior textures and lighting, despite missing the flag icon. Seedream 4.5 followed the prompt instructions more literally by including the flag, but the overall render quality and artistic coherence were lower than FLUX1.1 [pro].

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.”

FLUX1.1 [pro]
Seedream 4.5

AI Judge Analysis

FLUX1.1 [pro]

  • + Excellent backlit fur texture
  • + High-clarity soft focus aesthetics
  • + Adorable expressive eye details
  • Missing one of the requested animals (red fox kit)
  • Composition is more static than the requested 'chasing and tumbling' action

Seedream 4.5

  • + Successfully includes all four requested animals (dog, cat, rabbit, fox)
  • + Dynamic composition captures the movement of 'chasing'
  • + Accurate god rays and dew sparkle effects per the prompt
  • The fox looks slightly more illustrative/stylized than photorealistic
  • A few floating artifacts resembling bubbles/dew that are physically inconsistent

Verdict: FLUX1.1 [pro] produces a visually stunning image with superior lighting and fur detail, but it fails the prompt instructions by omitting the fox. Seedream 4.5 captures the spirit of the prompt much better, including all requested animals in a dynamic, playful scene with the specified light rays.

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.”

FLUX1.1 [pro]
Seedream 4.5
0% wins 0% ties 100% wins

AI Judge Analysis

FLUX1.1 [pro]

  • + Excellent vintage illustrative style with woodcut details.
  • + Provides a more complete brand identity look with the decorative border.
  • + Accurate 'Est. 1720' text placement.
  • Major spelling errors in the main name ('Cafeé FRATILIAN' instead of 'Caffè Florian').
  • Symmetry is slightly off in the cloche detailing.

Seedream 4.5

  • + Perfect adherence to text spelling for 'Caffè Florian'.
  • + Clean, minimalist vector aesthetic that fits the 'logo' prompt well.
  • + Correct execution of all requested elements, including the banner and steam.
  • The 'Est. 1720' text is slightly off-center on the banner.
  • The texture on the background is very subtle, almost unnoticeable.

Verdict: While FLUX1.1 [pro] captures a more sophisticated and authentic vintage aesthetic, it fails significantly on the primary text prompt, misspelling the restaurant's name. Seedream 4.5 delivers a cleaner logo that perfectly adheres to the requested text and elements, making it the more practical choice for a branding task.

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.”

FLUX1.1 [pro]
Seedream 4.5

AI Judge Analysis

FLUX1.1 [pro]

  • + Excellent primary heading typography
  • + Artistic vector style with a strong sense of space
  • + Adheres well to the requested color palette
  • Failed the specific step-by-step logic and numbering
  • Text for small labels is mostly gibberish
  • The iconography does not match the specific mission events requested

Seedream 4.5

  • + Strictly followed all 6 requested steps with correct sequence and numbering
  • + High-quality text rendering for labels and astronaut names
  • + Clean, consistent iconography that accurately represents the Saturn V and Lunar Module
  • Step 5 (Descent) is represented by a generic satellite instead of a descending lunar module
  • The layout is a bit more rigid and linear compared to a dynamic poster design

Verdict: Seedream 4.5 followed the complex multi-step prompt almost perfectly, delivering a logical infographic with legible and accurate text labels. While FLUX1.1 [pro] produced a more visually striking 'poster' aesthetic, it failed the informational requirements of the challenge, resulting in gibberish text and incorrect sequencing.

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